IDEAS home Printed from https://ideas.repec.org/f/c/pre276.html
   My authors  Follow this author

Pascual Restrepo

Citations

Many of the citations below have been collected in an experimental project, CitEc, where a more detailed citation analysis can be found. These are citations from works listed in RePEc that could be analyzed mechanically. So far, only a minority of all works could be analyzed. See under "Corrections" how you can help improve the citation analysis.

Blog mentions

As found by EconAcademics.org, the blog aggregator for Economics research:
  1. Daron Acemoglu & Suresh Naidu & Pascual Restrepo & James A. Robinson, 2013. "Democracy, Redistribution and Inequality," NBER Working Papers 19746, National Bureau of Economic Research, Inc.

    Mentioned in:

    1. La démocratie est-elle un frein à la croissance ?
      by ? in D'un champ l'autre on 2014-03-28 04:26:00
  2. Daron Acemoglu & Pascual Restrepo, 2016. "The Race Between Machine and Man: Implications of Technology for Growth, Factor Shares and Employment," NBER Working Papers 22252, National Bureau of Economic Research, Inc.

    Mentioned in:

    1. The Race Between Machine and Man: Implications of Technology for Growth, Factor Shares and Employment
      by maximorossi in NEP-LTV blog on 2016-06-08 19:20:15
  3. Daron Acemoglu & Suresh Naidu & Pascual Restrepo & James A. Robinson, 2014. "Democracy Does Cause Growth," NBER Working Papers 20004, National Bureau of Economic Research, Inc.

    Mentioned in:

    1. Democracy and Struggle for Definition
      by Anton Tarasenko in Economics and Development on 2015-01-01 02:10:49
    2. La démocratie est-elle un frein à la croissance ?
      by ? in D'un champ l'autre on 2014-03-28 04:26:00
    3. Sam Watson’s journal round-up for 25th February 2019
      by Sam Watson in The Academic Health Economists' Blog on 2019-02-25 12:00:22
  4. Acemoglu, Daron & Restrepo, Pascual, 2019. "The Wrong Kind of AI? Artificial Intelligence and the Future of Labor Demand," IZA Discussion Papers 12292, Institute of Labor Economics (IZA).

    Mentioned in:

    1. The Wrong Kind of AI? Artificial Intelligence and the Future of Labor Demand
      by maximorossi in NEP-LTV blog on 2019-05-14 14:30:41
  5. Daron Acemoglu & Suresh Naidu & Pascual Restrepo & James A. Robinson, 2019. "Democracy Does Cause Growth," Journal of Political Economy, University of Chicago Press, vol. 127(1), pages 47-100.

    Mentioned in:

    1. Democracy and Struggle for Definition
      by Anton Tarasenko in Economics and Development on 2015-01-01 02:10:49
    2. La démocratie est-elle un frein à la croissance ?
      by ? in D'un champ l'autre on 2014-03-28 04:26:00
    3. Sam Watson’s journal round-up for 25th February 2019
      by Sam Watson in The Academic Health Economists' Blog on 2019-02-25 12:00:22
  6. Daron Acemoglu & Pascual Restrepo, 2018. "Demographics and Automation," NBER Working Papers 24421, National Bureau of Economic Research, Inc.

    Mentioned in:

    1. Demographics and Automation
      by maximorossi in NEP-LTV blog on 2018-10-24 12:48:21
  7. Daniel Mejía & Pascual Restrepo & Sandra V. Rozo, 2017. "On the Effects of Enforcement on Illegal Markets: Evidence from a Quasi-Experiment in Colombia," The World Bank Economic Review, World Bank, vol. 31(2), pages 570-594.

    Mentioned in:

    1. Prohibición de las fumigaciones de glifosato y principio de precaución: ¡Una relación compleja!
      by David Bardey in Foco Económico on 2019-10-29 20:51:20

Wikipedia or ReplicationWiki mentions

(Only mentions on Wikipedia that link back to a page on a RePEc service)
  1. Daron Acemoglu & Pascual Restrepo, 2020. "Robots and Jobs: Evidence from US Labor Markets," Journal of Political Economy, University of Chicago Press, vol. 128(6), pages 2188-2244.

    Mentioned in:

    1. Robots and Jobs: Evidence from US Labor Markets (JPE 2020) in ReplicationWiki ()
  2. Daron Acemoglu & Suresh Naidu & Pascual Restrepo & James A. Robinson, 2019. "Democracy Does Cause Growth," Journal of Political Economy, University of Chicago Press, vol. 127(1), pages 47-100.

    Mentioned in:

    1. Democracy Does Cause Growth (JPE 2019) in ReplicationWiki ()

Working papers

  1. Daron Acemoglu & Pascual Restrepo, 2024. "Automation and Rent Dissipation: Implications for Wages, Inequality, and Productivity," NBER Working Papers 32536, National Bureau of Economic Research, Inc.

    Cited by:

    1. Maria Petrova & Gregor Schubert & Bledi Taska & Pinar Yildirim, 2025. "Robotization and the Political Response of Politicians," NBER Chapters, in: The Political Economy of Artificial Intelligence, National Bureau of Economic Research, Inc.
    2. Zhang, Yun & Samaniego, Roberto & Rodrigo, Rodimiro, 2025. "Robots and Inequality Between and Within Occupations," SocArXiv gtbm4_v1, Center for Open Science.

  2. Daron Acemoglu & Fredric Kong & Pascual Restrepo, 2024. "Tasks At Work: Comparative Advantage, Technology and Labor Demand," NBER Working Papers 32872, National Bureau of Economic Research, Inc.

    Cited by:

    1. Gathmann, Christina & Grimm, Felix & Winkler, Erwin, 2024. "AI, Task Changes in Jobs, and Worker Reallocation," IZA Discussion Papers 17554, Institute of Labor Economics (IZA).
    2. Gordon H. Hanson & Enrico Moretti, 2025. "Where Have All the Good Jobs Gone? Changes in the Geography of Work in the US, 1980-2021," NBER Working Papers 33631, National Bureau of Economic Research, Inc.

  3. Pascual Restrepo, 2023. "Automation: Theory, Evidence, and Outlook," NBER Working Papers 31910, National Bureau of Economic Research, Inc.

    Cited by:

    1. Giovanni Dosi & Marcelo C. Pereira & Andrea Roventini & Maria Enrica Virgillito, 2024. "The political economy of complex evolving systems: the case of declining unionization and rising inequalities," LEM Papers Series 2024/13, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    2. Armanda Cetrulo & Dario Guarascio & Maria Enrica Virgillito, 2024. "Two neglected origins of inequality: hierarchical power and care work," LEM Papers Series 2024/04, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    3. Laetitia Hauret & Ursula Holtgrewe & Sandra M. Leitner & Ludivine Martin, 2024. "Offshoring, technological change and the quality of work in the EU: On the mediating role of trade unions," wiiw Working Papers 258, The Vienna Institute for International Economic Studies, wiiw.
    4. Abeliansky, Ana Lucia & Prettner, Klaus & Rodriguez-Crespo, Ernesto, 2024. "Climate change and automation: the emission effects of robot adoption," Department of Economics Working Paper Series 370, WU Vienna University of Economics and Business.
    5. Caleb Peppiatt, 2024. "The Future of Work: Inequality, Artificial Intelligence, and What Can Be Done About It. A Literature Review," Papers 2408.13300, arXiv.org.
    6. Tianyu Fan, 2025. "The Labor Market Incidence of New Technologies," Papers 2504.04047, arXiv.org.
    7. Schneider, Florian, 2024. "Do robots boost productivity? A quantitative meta-study," MPRA Paper 123392, University Library of Munich, Germany.
    8. Guillermo Cruces & Verónica Amarante & Estefanía Lotitto, 2024. "Generative Artificial Intelligence and Its Implications for Labor Markets in Developing Countries: A Review Essay," CEDLAS, Working Papers 0343, CEDLAS, Universidad Nacional de La Plata.
    9. Ann Harrison, 2024. "Disentangling Various Explanations for the Declining Labor Share: Evidence from Millions of Firm Records," NBER Working Papers 32015, National Bureau of Economic Research, Inc.
    10. Muris, Chris & Wacker, Konstantin M., 2025. "Estimating interaction effects with panel data," GLO Discussion Paper Series 1583, Global Labor Organization (GLO).
    11. Sanchaita Hazra & Bodhisattwa Prasad Majumder & Tuhin Chakrabarty, 2025. "AI Safety Should Prioritize the Future of Work," Papers 2504.13959, arXiv.org.

  4. Acemoglu, Daron & Autor, David & Hazell, Jonathon & Restrepo, Pascual, 2022. "Artificial intelligence and jobs: evidence from online vacancies," LSE Research Online Documents on Economics 113325, London School of Economics and Political Science, LSE Library.

    Cited by:

    1. Liang, Peng & Liang, Lin & Tang, Xinhui, 2024. "The impact of digital-oriented mergers and acquisitions on enterprise labor demand," International Review of Financial Analysis, Elsevier, vol. 96(PB).
    2. Raphael Auer & David Köpfer & Josef Švéda & Raphael A. Auer, 2024. "The Rise of Generative AI: Modelling Exposure, Substitution, and Inequality Effects on the US Labour Market," CESifo Working Paper Series 11410, CESifo.
    3. Ang, James & Yan, Zhenli & Xiao, Tusheng & Yuan, Chun & Wang, Jingfang, 2024. "Impact of Fintech on labor allocation efficiency in firms: Empirical evidence from China," Global Finance Journal, Elsevier, vol. 62(C).
    4. Spencer Bastani & Daniel Waldenström, 2024. "AI, Automation and Taxation," CESifo Working Paper Series 11084, CESifo.
    5. Vivarelli, Marco & Arenas Díaz, Guillermo, 2025. "New technologies and employment," MERIT Working Papers 2025-005, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    6. Mathieu P.A. Steijn, 2024. "The persistence and nature of the labor reallocation shock during the COVID-19 crisis," Tinbergen Institute Discussion Papers 24-047/V, Tinbergen Institute.
    7. Giovanni Dosi & Marcelo C. Pereira & Andrea Roventini & Maria Enrica Virgillito, 2024. "The political economy of complex evolving systems: the case of declining unionization and rising inequalities," LEM Papers Series 2024/13, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    8. Oschinski, Matthias, 2023. "Assessing the Impact of Artificial Intelligence on Germany's Labor Market: Insights from a ChatGPT Analysis," MPRA Paper 118300, University Library of Munich, Germany.
    9. Armanda Cetrulo & Dario Guarascio & Maria Enrica Virgillito, 2024. "Two neglected origins of inequality: hierarchical power and care work," LEM Papers Series 2024/04, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    10. Saam Marianne, 2024. "The Impact of Artificial Intelligence on Productivity and Employment – How Can We Assess It and What Can We Observe?," Intereconomics: Review of European Economic Policy, Sciendo, vol. 59(1), pages 22-27, February.
    11. Hertog, Ekaterina & Fukuda, Setsuya & Matsukura, Rikiya & Nagase, Nobuko & Lehdonvirta, Vili, 2023. "The future of unpaid work: Estimating the effects of automation on time spent on housework and care work in Japan and the UK," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
    12. Drydakis, Nick, 2024. "Artificial Intelligence Capital and Employment Prospects," GLO Discussion Paper Series 1408, Global Labor Organization (GLO).
    13. Vivarelli, Marco & Arenas Díaz, Guillermo, 2025. "New Technologies and Employment: The State of the Art," IZA Discussion Papers 17686, Institute of Labor Economics (IZA).
    14. Flavio Calvino & Luca Fontanelli, 2025. "Decoding AI: Nine facts about how firms use artificial intelligence in France," LEM Papers Series 2025/13, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    15. Maha Kalai & Hamdi Becha & Kamel Helali, 2024. "Effect of artificial intelligence on economic growth in European countries: a symmetric and asymmetric cointegration based on linear and non-linear ARDL approach," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 13(1), pages 1-37, December.
    16. Raluca-Florentina Cretu & Daniela Tutui & Viorel-Costin Banta & Elena Claudia Serban & Laura - Eugenia - Lavinia Barna & Romeo-Catalin Cretu, 2024. "Effects of Artificial Intelligence-Based Technologies Implementation s on the Skills Needed in the Automotive Industry A Bibliometric Analysis," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 26(67), pages 801-801, August.
    17. Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Krof & Emin Dinlersoz & Lucia Foster & Nikolas Zolas, 2023. "AI Adoption in America: Who, What, and Where," Working Papers 23-48, Center for Economic Studies, U.S. Census Bureau.
    18. Pelin Ozgul & Marie-Christine Fregin & Michael Stops & Simon Janssen & Mark Levels, 2024. "High-skilled Human Workers in Non-Routine Jobs are Susceptible to AI Automation but Wage Benefits Differ between Occupations," Papers 2404.06472, arXiv.org.
    19. Andrei Ternikov, 2023. "Skill preferences in job postings," Economics Bulletin, AccessEcon, vol. 43(4), pages 1928-1943.
    20. A. A. Ternikov, 2023. "Artificial intelligence and the demand for skills in Russia," Voprosy Ekonomiki, NP Voprosy Ekonomiki, issue 11.
    21. Jin Liu & Kaizhe Chen & Wenjing Lyu, 2024. "Embracing artificial intelligence in the labour market: the case of statistics," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
    22. Lan Chen & Yufei Ji & Xichen Yao & Hengshu Zhu, 2024. "Occupation Life Cycle," Papers 2406.15373, arXiv.org.
    23. Guarascio, Dario & Reljic, Jelena & Stöllinger, Roman, 2023. "Artificial Intelligence and Employment: A Look into the Crystal Ball," GLO Discussion Paper Series 1333, Global Labor Organization (GLO).
    24. Goller, Daniel & Gschwendt, Christian & Wolter, Stefan C., 2023. ""This Time It's Different" - Generative Artificial Intelligence and Occupational Choice," IZA Discussion Papers 16638, Institute of Labor Economics (IZA).
    25. Nicholas Bloom & Steven J. Davis & Stephen Hansen & Peter Lambert & Raffaella Sadun & Bledi Taska, 2023. "Remote work across jobs, companies and space," POID Working Papers 067, Centre for Economic Performance, LSE.
    26. Fontanelli, Luca & Calvino, Flavio & Criscuolo, Chiara & Nesta, Lionel & Verdolini, Elena, 2024. "The role of human capital for AI adoption: evidence from French firms," LSE Research Online Documents on Economics 126787, London School of Economics and Political Science, LSE Library.
    27. Minniti, Antonio & Prettner, Klaus & Venturini, Francesco, 2024. "Unslicing the pie: AI innovation and the labor share in European regions," Department of Economics Working Paper Series 369, WU Vienna University of Economics and Business.
    28. Pablo Guerron-Quintana & Tomoaki Mikami & Jaromir Nosal, 2024. "The macroeconomic implications of the Gen-AI economy," Boston College Working Papers in Economics 1080, Boston College Department of Economics.
    29. Novella, Rafael & Rosas-Shady, David & Alvarado, Alfredo, 2019. "Are We Nearly There Yet?: New Technology Adoption and Labor Demand in Peru," IDB Publications (Working Papers) 9765, Inter-American Development Bank.
    30. Fabian Kosse & Tim Leffler & Arna Woemmel, 2025. "Digital Skills: Social Disparities and the Impact of Early Mentoring," SOEPpapers on Multidisciplinary Panel Data Research 1222, DIW Berlin, The German Socio-Economic Panel (SOEP).
    31. Manuel Hoffmann & Sam Boysel & Frank Nagle & Sida Peng & Kevin Xu, 2024. "Generative AI and the Nature of Work," CESifo Working Paper Series 11479, CESifo.
    32. Kirtac, Kemal & Germano, Guido, 2024. "Sentiment trading with large language models," Finance Research Letters, Elsevier, vol. 62(PB).
    33. Ed Felten & Manav Raj & Robert Seamans, 2023. "How will Language Modelers like ChatGPT Affect Occupations and Industries?," Papers 2303.01157, arXiv.org, revised Mar 2023.
    34. Garcia-Suaza, Andrés & Sarango-Iturralde, Alexander & Caiza-Guamán, Pamela & Gil Díaz, Mateo & Acosta Castillo, Dana, 2025. "Unequal Impacts of AI on Colombia's Labor Market: An Analysis of AI Exposure, Wages, and Job Dynamics," GLO Discussion Paper Series 1604, Global Labor Organization (GLO).
    35. Alexander Bick & Adam Blandin & David Deming, 2024. "The Rapid Adoption of Generative AI," Working Papers 2024-027, Federal Reserve Bank of St. Louis, revised 11 Feb 2025.
    36. Jennifer Hunt & Iain M. Cockburn & James Bessen, 2024. "Is Distance from Innovation a Barrier to the Adoption of Artificial Intelligence?," NBER Working Papers 33022, National Bureau of Economic Research, Inc.
    37. Fossen, Frank M. & McLemore, Trevor & Sorgner, Alina, 2024. "Artificial Intelligence and Entrepreneurship," IZA Discussion Papers 17055, Institute of Labor Economics (IZA).
    38. Stefania Albanesi & António Dias da Silva & Juan F. Jimeno & Ana Lamo & Alena Wabitsch, 2023. "New Technologies and Jobs in Europe," NBER Working Papers 31357, National Bureau of Economic Research, Inc.
    39. Wen Zhang & Kee-Hung Lai & Qiguo Gong, 2024. "The future of the labor force: higher cognition and more skills," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-9, December.
    40. Xiang Hui & Oren Reshef & Luofeng Zhou, 2023. "The Short-Term Effects of Generative Artificial Intelligence on Employment: Evidence from an Online Labor Market," CESifo Working Paper Series 10601, CESifo.
    41. Engberg, Erik & Görg, Holger & Lodefalk, Magnus & Javed, Farrukh & Längkvist, Martin & Monteiro, Natália Pimenta & Kyvik Nordås, Hildegunn & Pulito, Giuseppe & Schroeder, Sarah & Tang, Aili, 2024. "AI Unboxed and Jobs: A Novel Measure and Firm-Level Evidence from Three Countries," IZA Discussion Papers 16717, Institute of Labor Economics (IZA).
    42. Yang, Xiuyun & Li, Min & Liang, Shanshan, 2024. "How consumers’ digital engagement affects regional innovation capacity in China?," Economic Modelling, Elsevier, vol. 139(C).
    43. Wu, Qinqin & Zhuang, Qinqin & Liu, Yitong & Han, Longyan, 2024. "Technology shock of ChatGPT, social attention and firm value: Evidence from China," Technology in Society, Elsevier, vol. 79(C).
    44. Marydas, Sneha & Mathew, Nanditha & De Marzo, Giordano & Pietrobelli, Carlo, 2025. "Digital Technologies, Hiring, Training, and Firm Outcomes," MERIT Working Papers 2025-004, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    45. Dona Ghosh & Rajarshi Ghosh & Sahana Roy Chowdhury & Boudhayan Ganguly, 2025. "AI-exposure and labour market: a systematic literature review on estimations, validations, and perceptions," Management Review Quarterly, Springer, vol. 75(1), pages 677-704, February.
    46. Michelle Alexopoulos & Jon Cohen, 2024. "Tracking technical change: Past, present and future," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 57(4), pages 1047-1087, November.
    47. Da Xie & WeiGuo Yang, 2023. "The Skill-Task Matching Model: Mechanism, Model Structure, and Algorithm," Papers 2306.12176, arXiv.org, revised Oct 2023.
    48. Javorcik, Beata & Kett, Ben & Stapleton, Katherine & O'Kane, Layla, 2022. "Did the 2018 Trade War Improve Job Opportunities for US Workers?," CEPR Discussion Papers 17739, C.E.P.R. Discussion Papers.
    49. Yoon, Chungeun, 2023. "Technology adoption and jobs: The effects of self-service kiosks in restaurants on labor outcomes," Technology in Society, Elsevier, vol. 74(C).
    50. Samuel Muehlemann, 2024. "AI Adoption and Workplace Training," Economics of Education Working Paper Series 0232, University of Zurich, Department of Business Administration (IBW).
    51. Enrico Maria Fenoaltea & Dario Mazzilli & Aurelio Patelli & Angelica Sbardella & Andrea Tacchella & Andrea Zaccaria & Marco Trombetti & Luciano Pietronero, 2024. "Follow the money: a startup-based measure of AI exposure across occupations, industries and regions," Papers 2412.04924, arXiv.org, revised Dec 2024.
    52. Arntz, Melanie & Genz, Sabrina & Gregory, Terry & Lehmer, Florian & Zierahn-Weilage, Ulrich, 2024. "De-Routinization in the Fourth Industrial Revolution - Firm-Level Evidence," IZA Discussion Papers 16740, Institute of Labor Economics (IZA).
    53. Naomi Hausman & Oren Rigbi & Sarit Weisburd, 2025. "Generative AI’s Impact on Student Achievement and Implications for Worker Productivity," CESifo Working Paper Series 11843, CESifo.
    54. Koch, Michael & Lodefalk, Magnus, 2024. "Artificial Intelligence and Worker Stress: Evidence from Germany," Ratio Working Papers 377, The Ratio Institute.
    55. Akshay Vij & Lynette Washington & Sally Weller & Jacob Irving & Ilke Onur, 2024. "Labour Market Preferences of Retrenched Australian Auto Industry Workers for Job Quality and Meaningful Work," The Economic Record, The Economic Society of Australia, vol. 100(329), pages 209-233, June.
    56. Pouliakas, Konstantinos & Santangelo, Giulia, 2025. "Are Artificial Intelligence (AI) Skills a Reward or a Gamble? Deconstructing the AI Wage Premium in Europe," IZA Discussion Papers 17607, Institute of Labor Economics (IZA).
    57. Andrea Borsato & André Lorentz, 2023. "Data production and the coevolving AI trajectories: an attempted evolutionary model," Post-Print hal-04401798, HAL.
    58. Dejan Ravšelj & Damijana Keržič & Nina Tomaževič & Lan Umek & Nejc Brezovar & Noorminshah A. Iahad & Ali Abdulla Abdulla & Anait Akopyan & Magdalena Waleska Aldana Segura & Jehan AlHumaid & Mohamed Fa, 2025. "Higher education students’ perceptions of ChatGPT: A global study of early reactions," PLOS ONE, Public Library of Science, vol. 20(2), pages 1-53, February.
    59. Gust, Sarah & Hanushek, Eric A. & Woessmann, Ludger, 2022. "Global Universal Basic Skills: Current Deficits and Implications for World Development," IZA Discussion Papers 15648, Institute of Labor Economics (IZA).
    60. García-Suaza, Andrés & Sarango-Iturralde, Alexander & Caiza-Guamán, Pamela & Gil Díaz, Mateo & Acosta Castillo, Dana, 2025. "Unequal impacts of AI on Colombia's labor market: an analysis of AI exposure, wages, and job dynamics," Documentos de Trabajo 21368, Universidad del Rosario.
    61. Anabela Marques Santos & Francesco Molica & Carlos Torrecilla Salinas, 2024. "EU-funded investment in Artificial Intelligence and regional specialization," GEE Papers 181, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Jul 2024.
    62. Federico Fabio Frattini & Francesco Vona & Filippo Bontadini, 2024. "Does Green Re-industrialization Pay off? Impacts on Employment, Wages and Productivity," Working Papers 2024.23, Fondazione Eni Enrico Mattei.
    63. Sangmin Aum & Yongseok Shin, 2025. "The Labor Market Impact of Digital Technologies," Review, Federal Reserve Bank of St. Louis, vol. 107(5), pages 1-10, April.
    64. Marioni, Larissa da Silva & Rincon-Aznar, Ana & Venturini, Francesco, 2024. "Productivity performance, distance to frontier and AI innovation: Firm-level evidence from Europe," Journal of Economic Behavior & Organization, Elsevier, vol. 228(C).
    65. Böhm, Michael Johannes & Etheridge, Ben & Irastorza-Fadrique, Aitor, 2025. "The Impact of Labour Demand Shocks when Occupational Labour Supplies are Heterogeneous," IZA Discussion Papers 17851, Institute of Labor Economics (IZA).
    66. Liana Badea & George-Laurentiu Serban-Oprescu & Silvia-Elena Iacob & Suman Mishra & Mihaela-Roberta Stanef, 2024. "Artificial Intelligence and the Future of Work A Sustainable Development Perspective," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 26(Special 1), pages 1031-1031, November.
    67. Giuseppe Grasso & Konstantinos Tatsiramos, 2023. "The Impact of Restricting Fixed-Term Contracts on Labor and Skill Demand," CESifo Working Paper Series 10693, CESifo.
    68. Thijs van Rens & Roland Rathelot, 2017. "Rethinking the skills gap," IZA World of Labor, Institute of Labor Economics (IZA), pages 391-391, October.
    69. Kauhanen, Antti & Rouvinen, Petri, 2024. "Assessing Early Labor Market Effects of Generative AI - Evidence from Population Data," ETLA Working Papers 121, The Research Institute of the Finnish Economy.
    70. Jin Liu & Xingchen Xu & Xi Nan & Yongjun Li & Yong Tan, 2023. ""Generate" the Future of Work through AI: Empirical Evidence from Online Labor Markets," Papers 2308.05201, arXiv.org, revised Jun 2024.
    71. Abeliansky, Ana Lucia & Prettner, Klaus & Rodriguez-Crespo, Ernesto, 2024. "Climate change and automation: the emission effects of robot adoption," Department of Economics Working Paper Series 370, WU Vienna University of Economics and Business.
    72. Gathmann, Christina & Kagerl, Christian & Pohlan, Laura & Roth, Duncan, 2023. "The Pandemic Push: Digital Technologies and Workforce Adjustments," CEPR Discussion Papers 18097, C.E.P.R. Discussion Papers.
    73. Ekaterina Prytkova & Fabien Petit & Deyu Li & Sugat Chaturvedi & Tommaso Ciarli, 2024. "The Employment Impact of Emerging Digital Technologies," CESifo Working Paper Series 10955, CESifo.
    74. Jonathan Adams & Min Fang & Zheng Liu & Yajie Wang, 2024. "The Rise of AI Pricing: Trends, Driving Forces, and Implications for Firm Performance," Working Paper Series 2024-33, Federal Reserve Bank of San Francisco.
    75. Brian Callaci & Matthew Gibson & Sérgio Pinto & Marshall Steinbaum & Matt Walsh, 2024. "Grads on the Go: The Effect of Franchise No-Poaching Restrictions On Worker Earnings," Upjohn Working Papers 24-405, W.E. Upjohn Institute for Employment Research.
    76. Félix-Fernando Muñoz, 2024. "The coevolution of technology, markets, and culture: the challenging case of AI," Review of Evolutionary Political Economy, Springer, vol. 5(3), pages 511-533, October.
    77. Babina, Tania & Fedyk, Anastassia & He, Alex & Hodson, James, 2024. "Artificial intelligence, firm growth, and product innovation," Journal of Financial Economics, Elsevier, vol. 151(C).
    78. Nicholas H. Tenev, 2025. "Coordinated Shirking in Technology Adoption," Papers 2503.17613, arXiv.org, revised May 2025.
    79. Aarushi Kalra, 2025. "Hate in the Time of Algorithms: Evidence on Online Behavior from a Large-Scale Experiment," Papers 2503.06244, arXiv.org.
    80. Grybauskas, Andrius & Cárdenas-Rubio, Jeisson, 2024. "Unlocking employer insights: Using large language models to explore human-centric aspects in the context of industry 5.0," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
    81. Nikolaos Charalampidis, 2024. "Frictions and the diffusion of automation," Manchester School, University of Manchester, vol. 92(2), pages 148-170, March.
    82. Woessmann, Ludger, 2024. "Skills and Earnings: A Multidimensional Perspective on Human Capital," IZA Discussion Papers 17395, Institute of Labor Economics (IZA).
    83. Huang, Ruting & Yao, Xin, 2023. "The role of power transmission infrastructure in income inequality: Fresh evidence from China," Energy Policy, Elsevier, vol. 177(C).
    84. Andrea Borsato & Andre Lorentz, 2022. "The Kaldor-Verdoorn Law’s at the Age of Robots and AI," Working Papers of BETA 2022-25, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    85. Skare, Marinko & Gavurova, Beata & Blažević Burić, Sanja, 2024. "Artificial intelligence and wealth inequality: A comprehensive empirical exploration of socioeconomic implications," Technology in Society, Elsevier, vol. 79(C).
    86. David Marguerit, 2025. "Augmenting or Automating Labor? The Effect of AI Development on New Work, Employment, and Wages," Papers 2503.19159, arXiv.org.
    87. Kapelyuk, Sergey & Karelin, Iliya, 2023. "Digital Skills: Classification, Empirical Estimates of the Demand," MPRA Paper 119644, University Library of Munich, Germany.
    88. Marcel Ioan Bolos & Stefan Rusu & Claudia Diana Sabau-Popa & Dana Simona Gherai & Adrian Negrea & Mihai-Ioan Crisan, 2024. "AI Chatbots: Fast Tracking Sustainability Report Analysis for Enhanced Decision Making," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 26(Special 1), pages 1241-1241, November.
    89. Erdem Dogukan Yilmaz & Christian Peukert, 2024. "Who Benefits from AI? Project-Level Evidence on Labor Demand, Operations and Profitability," CESifo Working Paper Series 11321, CESifo.
    90. Cao, Sean & Jiang, Wei & Wang, Junbo & Yang, Baozhong, 2024. "From Man vs. Machine to Man + Machine: The art and AI of stock analyses," Journal of Financial Economics, Elsevier, vol. 160(C).
    91. Maddalena Honorati & Indhira Santos & Indhira Santos, 2024. "Investing in Skills to Accelerate Job Transitions," World Bank Publications - Reports 42103, The World Bank Group.
    92. Wu, Yongqiu & Lin, Zhiwei & Zhang, Qingcui & Wang, Wei, 2024. "Artificial intelligence, wage dynamics, and inequality: Empirical evidence from Chinese listed firms," International Review of Economics & Finance, Elsevier, vol. 96(PC).
    93. Pascal Stiefenhofer, 2025. "The Future of Work and Capital: Analyzing AGI in a CES Production Model," Papers 2502.07044, arXiv.org.
    94. Wang, Chengzhang & Zheng, Min & Bai, Xiaoming & Li, Youwei & Shen, Wei, 2023. "Future of jobs in China under the impact of artificial intelligence," Finance Research Letters, Elsevier, vol. 55(PA).
    95. Emilio Colombo & Fabio Mercorio & Mario Mezzanzanica & Antonio Serino, 2024. "Towards the Terminator Economy: Assessing Job Exposure to AI through LLMs," DISEIS - Quaderni del Dipartimento di Economia internazionale, delle istituzioni e dello sviluppo dis2401, Università Cattolica del Sacro Cuore, Dipartimento di Economia internazionale, delle istituzioni e dello sviluppo (DISEIS).
    96. Dylan Nelson & Nathan Wilmers & Letian Zhang, 2025. "Work Organization and Cumulative Advantage," Working Papers 25-18, Center for Economic Studies, U.S. Census Bureau.
    97. Michael J. Böhm & Ben Etheridge & Aitor Irastorza-Fadrique, 2025. "The impact of labour demand shocks when occupational labour supplies are heterogeneous," IFS Working Papers W25/15, Institute for Fiscal Studies.
    98. Pablo Casas & Concepción Román, 2024. "The impact of artificial intelligence in the early retirement decision," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 51(3), pages 583-618, August.
    99. Goel, Rajeev K. & Nelson, Michael A., 2023. "Awareness of artificial intelligence: Diffusion of information about AI versus ChatGPT in the United States," Kiel Working Papers 2259, Kiel Institute for the World Economy (IfW Kiel).
    100. Julia Bock-Schappelwein & Andrea Egger, 2023. "Arbeitsmarkt 2030. Rückschlüsse für Österreich," WIFO Studies, WIFO, number 71172.
    101. Christian Peukert & Florian Abeillon & Jérémie Haese & Franziska Kaiser & Alexander Staub, 2024. "Strategic Behavior and AI Training Data," CESifo Working Paper Series 11099, CESifo.
    102. Christian Peukert & Florian Abeillon & J'er'emie Haese & Franziska Kaiser & Alexander Staub, 2024. "AI and the Dynamic Supply of Training Data," Papers 2404.18445, arXiv.org, revised Jun 2025.
    103. Callaci, Brian & Gibson, Matthew & Pinto, Sergio & Steinbaum, Marshall & Walsh, Matt, 2023. "The Effect of Franchise No-Poaching Restrictions on Worker Earnings," IZA Discussion Papers 16330, Institute of Labor Economics (IZA).
    104. Jiao, Anqi & Lu, Juntai & Ren, Honglin & Wei, Jia, 2024. "The role of AI capabilities in environmental management: Evidence from USA firms," Energy Economics, Elsevier, vol. 134(C).
    105. Flavio Calvino & Luca Fontanelli, 2023. "Artificial intelligence, complementary assets and productivity: evidence from French firms," LEM Papers Series 2023/35, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    106. Zhaoxin Song & Yongfeng Duan & Guanying Wang & Shuoxun Cheng, 2025. "Artificial Intelligence and Social Well-Being in the Yellow River Basin: A Cultural Lag Theory Perspective," Sustainability, MDPI, vol. 17(5), pages 1-27, February.
    107. Shen, Kailing & Zhu, Yanran, 2023. "Labor Force Transition Dynamics: Unemployment Rate or Job Posting Counts?," IZA Discussion Papers 16373, Institute of Labor Economics (IZA).
    108. Dupuy, Arnaud & Raux, Morgan & Signorelli, Sara, 2024. "Digitalization, Change in Skill Distance between Occupations and Worker Mobility: A Gravity Model Approach," IZA Discussion Papers 17535, Institute of Labor Economics (IZA).
    109. Xu Huang, 2024. "Dynamics of labor and capital in AI vs. non-AI industries: A two-industry model analysis," PLOS ONE, Public Library of Science, vol. 19(1), pages 1-31, January.
    110. Fabian Kosse & Tim Leffler & Arna Woemmel, 2024. "Digital Skills: Social Disparities and the Impact of Early Mentoring," CESifo Working Paper Series 11570, CESifo.
    111. Demombynes, Gabriel & Langbein, Jorg Gero & Weber, Michael, 2025. "The Exposure of Workers to Artificial Intelligence in Low- and Middle-Income Countries," Policy Research Working Paper Series 11057, The World Bank.
    112. Jaccoud, Florencia, 2025. "Robots & AI Exposure and Wage Inequality," MERIT Working Papers 2025-013, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    113. Dawei (David) Zhang & Gang Peng & Yuliang Yao & Tyson R. Browning, 2024. "Is a College Education Still Enough? The IT-Labor Relationship with Education Level, Task Routineness, and Artificial Intelligence," Information Systems Research, INFORMS, vol. 35(3), pages 992-1010, September.
    114. Richard Audoly & Manudeep Bhuller & Tore Adam Reiremo, 2024. "The Pay and Non-Pay Content of Job Ads," Papers 2407.13204, arXiv.org, revised Sep 2024.
    115. Arntz, Melanie & Blesse, Sebastian & Doerrenberg, Philipp, 2022. "The end of work is near, isn't it? Survey evidence on automation angst," ZEW Discussion Papers 22-036, ZEW - Leibniz Centre for European Economic Research.
    116. Choi, Taelim & Leigh, Nancey Green, 2024. "Artificial intelligence's creation and displacement of labor demand," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    117. Benítez, Miguel & Parrado, Eric, 2024. "Mirror, Mirror on the Wall: Which Jobs Will AI Replace After All?: A New Index of Occupational Exposure," IDB Publications (Working Papers) 13696, Inter-American Development Bank.
    118. Dahlke, Johannes & Beck, Mathias & Kinne, Jan & Lenz, David & Dehghan, Robert & Wörter, Martin & Ebersberger, Bernd, 2024. "Epidemic effects in the diffusion of emerging digital technologies: evidence from artificial intelligence adoption," Research Policy, Elsevier, vol. 53(2).
    119. Andreas D. Landmark & Johan E. Ravn & Hans Y. Torvatn & Lisbeth Øyum, 2024. "Digital Transformations Through the Lens of the Collaborative, Co-Generative and Domesticative," Systemic Practice and Action Research, Springer, vol. 37(5), pages 537-548, October.
    120. Shun Yiu & Rob Seamans & Manav Raj & Ted Liu, 2024. "Strategic Responses to Technological Change: Evidence from Online Labor Markets," Papers 2403.15262, arXiv.org, revised May 2025.
    121. Wang, Heting & Wang, Huijuan & Guan, Rong, 2024. "Digitalization of industries and labor mobility in China," China Economic Review, Elsevier, vol. 87(C).
    122. Giordano, Vito & Spada, Irene & Chiarello, Filippo & Fantoni, Gualtiero, 2024. "The impact of ChatGPT on human skills: A quantitative study on twitter data," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
    123. Albanesi, Stefania & Da Silva, António Dias & Jimeno, Juan Francisco & Lamo, Ana & Wabitsch, Alena, 2023. "Reports of AI ending human labour may be greatly exaggerated," Research Bulletin, European Central Bank, vol. 113.
    124. Flavio Calvino & Luca Fontanelli, 2024. "AI Users Are Not All Alike: The Characteristics of French Firms Buying and Developing AI," CESifo Working Paper Series 11466, CESifo.
    125. Mourelatos, Evangelos & Zervas, Panagiotis & Lagios, Dimitris & Tzimas, Giannis, 2024. "Can AI Bridge the Gender Gap in Competitiveness?," GLO Discussion Paper Series 1404, Global Labor Organization (GLO).

  5. Daron Acemoglu & Gary Anderson & David Beede & Catherine Buffington & Eric Childress & Emin Dinlersoz & Lucia Foster & Nathan Goldschlag & John Haltiwanger & Zachary Kroff & Pascual Restrepo & Nikolas, 2022. "Automation and the Workforce: A Firm-Level View from the 2019 Annual Business Survey," Working Papers 22-12, Center for Economic Studies, U.S. Census Bureau.

    Cited by:

    1. Comin,Diego A. & Xavier Cirera & Marcio Cruz, 2025. "Technology Sophistication across Establishments," Policy Research Working Paper Series 11051, The World Bank.
    2. Erik Brynjolfsson & Cathy Buffington & Nathan Goldschlag & J. Frank Li & Javier Miranda & Robert Seamans, 2023. "The Characteristics and Geographic Distribution of Robot Hubs in U.S. Manufacturing Establishments," NBER Working Papers 31062, National Bureau of Economic Research, Inc.
    3. Deng, Liuchun & Müller, Steffen & Plümpe, Verena & Stegmaier, Jens, 2023. "Robots, occupations, and worker age: A production-unit analysis of employment," IWH Discussion Papers 5/2023, Halle Institute for Economic Research (IWH).
    4. Andrés César, 2025. "The Future of Work(ers) in the Age of Technological Revolution," CEDLAS, Working Papers 0344, CEDLAS, Universidad Nacional de La Plata.
    5. Rademakers Emilie & Zierahn-Weilage Ulrich, 2024. "New Technologies: End of Work or Structural Change?," The Economists' Voice, De Gruyter, vol. 21(2), pages 335-344.
    6. Mann, Katja & Pozzoli, Dario, 2022. "Automation and Low-Skill Labor," IZA Discussion Papers 15791, Institute of Labor Economics (IZA).
    7. Domenico Delli Gatti & Roberta Terranova & Enrico Maria Turco, 2024. "Industrial Policy in Times of Market Power," CESifo Working Paper Series 11544, CESifo.
    8. Bonney, Kathryn & Breaux, Cory & Buffington, Catherine & Dinlersoz, Emin & Foster, Lucia & Goldschlag, Nathan & Haltiwanger, John & Kroff, Zachary & Savage, Keith, 2024. "The impact of AI on the workforce: Tasks versus jobs?," Economics Letters, Elsevier, vol. 244(C).
    9. Masayuki MORIKAWA, 2024. "Use of Artificial Intelligence and Productivity: Evidence from firm and worker surveys," Discussion papers 24074, Research Institute of Economy, Trade and Industry (RIETI).
    10. Heluo, Yuxi & Fabel, Oliver, 2024. "Job computerization, occupational employment and wages: A comparative study of the United States, Germany, and Japan," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    11. Mann, Katja & Pozzoli, Dario, 2024. "Robots and immigration," Journal of Economic Behavior & Organization, Elsevier, vol. 227(C).
    12. Flavio Calvino & Luca Fontanelli, 2024. "AI Users Are Not All Alike: The Characteristics of French Firms Buying and Developing AI," CESifo Working Paper Series 11466, CESifo.

  6. Daron Acemoglu & Pascual Restrepo, 2021. "Tasks, Automation, and the Rise in US Wage Inequality," NBER Working Papers 28920, National Bureau of Economic Research, Inc.

    Cited by:

    1. Daron Acemoglu & Nicolaj Søndergaard Mühlbach & Andrew J. Scott, 2022. "The Rise of Age-Friendly Jobs," NBER Working Papers 30463, National Bureau of Economic Research, Inc.
    2. Joe Piacentini & Harley Frazis & Peter B. Meyer & Michael Schultz & Leo Sveikauskas, 2022. "The Impact of COVID-19 on Labor Markets and Inequality," Economic Working Papers 551, Bureau of Labor Statistics.
    3. Joshua S. Gans, 2023. "Artificial intelligence adoption in a competitive market," Economica, London School of Economics and Political Science, vol. 90(358), pages 690-705, April.
    4. Raphael Auer & David Köpfer & Josef Švéda & Raphael A. Auer, 2024. "The Rise of Generative AI: Modelling Exposure, Substitution, and Inequality Effects on the US Labour Market," CESifo Working Paper Series 11410, CESifo.
    5. Igor Livshits & Ahmad Omar, 2024. "Missed Rent: Path to Eviction or Loan from Landlord?," Economic Insights, Federal Reserve Bank of Philadelphia, vol. 9(4), pages 10-18, December.
    6. Benjamin Moll & Lukasz Rachel & Pascual Restrepo, 2021. "Uneven Growth: Automation's Impact on Income and Wealth Inequality," NBER Working Papers 28440, National Bureau of Economic Research, Inc.
    7. Josten, Cecily & Lordan, Grace, 2022. "Automation and the changing nature of work," LSE Research Online Documents on Economics 115117, London School of Economics and Political Science, LSE Library.
    8. Jacobs, Arthur, 2023. "Capital-augmenting technical change in the context of untapped automation opportunities," Mathematical Social Sciences, Elsevier, vol. 123(C), pages 155-166.
    9. Shinnosuke KIKUCHI, 2024. "Automation and Offshoring on Wage Inequality in Japan," Discussion papers 24046, Research Institute of Economy, Trade and Industry (RIETI).
    10. David Autor & Caroline Chin & Anna Salomons & Bryan Seegmiller, 2024. "New Frontiers: The Origins and Content of New Work, 1940–2018," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(3), pages 1399-1465.
    11. Arni, Patrick & Egger, Peter & Erhardt, Katharina & Gubler, Matthias & Sauré, Philip, 2024. "Heterogeneous Impacts of Trade Shocks on Workers," IZA Discussion Papers 16895, Institute of Labor Economics (IZA).
    12. Arntz, Melanie & Findeisen, Sebastian & Maurer, Stephan & Schlenker, Oliver, 2024. "Are we yet sick of new technologies? The unequal health effects of digitalization," ZEW Discussion Papers 24-027, ZEW - Leibniz Centre for European Economic Research.
    13. Shigeru Fujita & Madison Perry, 2024. "Nonworking Parents or Hungry Children," Economic Insights, Federal Reserve Bank of Philadelphia, vol. 9(4), pages 2-9, December.
    14. Hertog, Ekaterina & Fukuda, Setsuya & Matsukura, Rikiya & Nagase, Nobuko & Lehdonvirta, Vili, 2023. "The future of unpaid work: Estimating the effects of automation on time spent on housework and care work in Japan and the UK," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
    15. Heylen, Freddy & Mareels, Marthe & Van Langenhove, Christophe, 2024. "Long-run perspectives on r-g in OECD countries: An empirical analysis," Journal of International Money and Finance, Elsevier, vol. 145(C).
    16. Antonio Dalla Zuanna & Davide Dottori & Elena Gentili & Salvatore Lattanzio, 2024. "An assessment of occupational exposure to artificial intelligence in Italy," Questioni di Economia e Finanza (Occasional Papers) 878, Bank of Italy, Economic Research and International Relations Area.
    17. Tian Liu & Lan Liao, 2024. "Can farmers’ digital literacy improve income? Empirical evidence from China," PLOS ONE, Public Library of Science, vol. 19(12), pages 1-14, December.
    18. García, Carlos J. & González, Wildo D. & Rivera, Tiare, 2024. "Robots at work in emerging developing countries: How bad could it be?," Labour Economics, Elsevier, vol. 87(C).
    19. Kali Aloisi, 2024. "Regional Spotlight: Technology vs. the Middle Class," Economic Insights, Federal Reserve Bank of Philadelphia, vol. 9(4), pages 19-25, December.
    20. Karina Doorley & Jan Gromadzki & Piotr Lewandowski & Dora Tuda & Philippe Van Kerm, 2023. "Automation and income inequality in Europe," LISER Working Paper Series 2023-11, Luxembourg Institute of Socio-Economic Research (LISER).
    21. Albinowski, Maciej & Lewandowski, Piotr, 2022. "The Impact of ICT and Robots on Labour Market Outcomes of Demographic Groups in Europe," IZA Discussion Papers 15752, Institute of Labor Economics (IZA).
    22. Kemeny, Tom & Petralia, Sergio & Storper, Michael, 2022. "Disruptive innovation and spatial inequality," LSE Research Online Documents on Economics 115953, London School of Economics and Political Science, LSE Library.
    23. Luis Bauluz & Sebastien Breau & Pawel Bukowski & Mark Fransham & Annie Seong Lee & Neil Lee & Margarita Lopez Forero & Clement Malgouyres & Filip Novokmet & Moritz Schularick & Gregory Verdugo, 2023. "Spatial wage inequality in North America and Western Europe: changes between and within local labour markets 1975-2019," CEP Discussion Papers dp1941, Centre for Economic Performance, LSE.
    24. Cheng, Can & Luo, Jiayu & Zhu, Chun & Zhang, Shangfeng, 2024. "Artificial intelligence and the skill premium: A numerical analysis of theoretical models," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    25. Adugna, Hailu, 2024. "Fintech dividend: How would digital financial services impact income inequality across countries?," Technology in Society, Elsevier, vol. 77(C).
    26. Ghodsi, Mahdi & Stehrer, Robert & Barišić, Antea, 2024. "Which migrant jobs are linked with the adoption of novel technologies, robotisation, and digitalisation?," Technology in Society, Elsevier, vol. 78(C).
    27. Bhalotra, Sonia R. & Fernandez, Manuel & Wang, Fan, 2022. "The Distribution of the Gender Wage Gap : An Equilibrium Model," The Warwick Economics Research Paper Series (TWERPS) 1404, University of Warwick, Department of Economics.
    28. Brunello, Giorgio & Rückert, Désirée & Weiss, Christoph & Wruuck, Patricia, 2023. "Advanced digital technologies and investment in employee training: Complements or substitutes?," EIB Working Papers 2023/01, European Investment Bank (EIB).
    29. Ronald Bachmann & Myrielle Gonschor & Piotr Lewandowski & Karol Madoń, 2022. "The Impact of Robots on Labour Market Transitions in Europe," IBS Working Papers 01/2022, Instytut Badan Strukturalnych.
    30. Markus Nagler & Johannes Rincke & Erwin Winkler, 2022. "High-Pressure, High-Paying Jobs?," CESifo Working Paper Series 10102, CESifo.
    31. Guarascio, Dario & Piccirillo, Alessandro & Reljic, Jelena, 2024. "Will robot replace workers? Assessing the impact of robots on employment and wages with meta-analysis," GLO Discussion Paper Series 1395, Global Labor Organization (GLO).
    32. Deng, Yue & Feng, Aiya & Hu, Dezhuang, 2025. "Gender earnings gap in Chinese firms: Can it be narrowed by industrial robots?," China Economic Review, Elsevier, vol. 89(C).
    33. Henry Redondo, 2023. "From bricklayers to waiters: Reallocation in a deep recession," French Stata Users' Group Meetings 2023 27, Stata Users Group.
    34. Deng, Liuchun & Müller, Steffen & Plümpe, Verena & Stegmaier, Jens, 2023. "Robots, occupations, and worker age: A production-unit analysis of employment," IWH Discussion Papers 5/2023, Halle Institute for Economic Research (IWH).
    35. Xiaoyu Bian & Guangsu Zhou, 2024. "The effects of robots on internal migration: Evidence from China," Journal of Regional Science, Wiley Blackwell, vol. 64(3), pages 840-865, June.
    36. von Maydell, Richard, 2024. "Artificial Intelligence and its Effect on Competition and Factor Income Shares," VfS Annual Conference 2023 (Regensburg): Growth and the "sociale Frage" 277654, Verein für Socialpolitik / German Economic Association, revised 2024.
    37. Donatella Gatti & Julien Vauday, 2024. "AI Diffusion, Disasters, Environmental and Social Change," Working Papers hal-04604374, HAL.
    38. Davide Alonzo & Giovanni Gallipoli, 2023. "The Changing Value of Employment and Its Implications," Working Papers 2023-009, Human Capital and Economic Opportunity Working Group.
    39. Baek, Seungjin & Jeong, Deokjae, 2023. "Factors Influencing Labor Share: Automation, Task Innovation, and Elasticity of Substitution," MPRA Paper 118730, University Library of Munich, Germany.
    40. Antea Barišić & Mahdi Ghodsi & Robert Stehrer, 2024. "Assessing the Impact of New Technologies on Wages and Labour Income Shares," wiiw Working Papers 240, The Vienna Institute for International Economic Studies, wiiw.
    41. Diego Dabed Sitnisky & Sabrina Genz & Emilie Rademakers, 2023. "Resilience to Automation: The Role of Task Overlap for Job Finding," Working Papers 2312, Utrecht School of Economics.
    42. Gmyrek,Paweł & Winkler-Seales,Hernan Jorge & Garganta,Santiago, 2024. "Buffer or Bottleneck ? Employment Exposure to Generative AI and the Digital Divide in Latin America," Policy Research Working Paper Series 10863, The World Bank.
    43. Jia, Nan & Yan, Xueling & Yu, Shule, 2024. "Does increasing robot density exacerbate wealth inequality?," Journal of Asian Economics, Elsevier, vol. 95(C).
    44. Da Xie & WeiGuo Yang, 2023. "The Skill-Task Matching Model: Mechanism, Model Structure, and Algorithm," Papers 2306.12176, arXiv.org, revised Oct 2023.
    45. Yoon, Chungeun, 2023. "Technology adoption and jobs: The effects of self-service kiosks in restaurants on labor outcomes," Technology in Society, Elsevier, vol. 74(C).
    46. You, Jing & Xu, Xiangyu & Liao, Deng & Lin, Chen, 2024. "International comparison of the impact of digital transformation on employment," Journal of Asian Economics, Elsevier, vol. 95(C).
    47. Gill, Balbinder Singh & Choi, Jongmoo Jay & John, Kose, 2024. "Firm leverage and employee pay: The moderating role of CEO leadership style," International Review of Financial Analysis, Elsevier, vol. 95(PA).
    48. Jeremy Atack & Robert A. Margo & Paul Rhode, 2023. "De-skilling: Evidence from Late Nineteenth Century American Manufacturing," NBER Working Papers 31334, National Bureau of Economic Research, Inc.
    49. Kostøl, Fredrik B. & Svarstad, Elin, 2023. "Trade Unions and the Process of Technological Change," Labour Economics, Elsevier, vol. 84(C).
    50. Böhm, Michael Johannes & Etheridge, Ben & Irastorza-Fadrique, Aitor, 2025. "The Impact of Labour Demand Shocks when Occupational Labour Supplies are Heterogeneous," IZA Discussion Papers 17851, Institute of Labor Economics (IZA).
    51. Shinnosuke KIKUCHI & Ippei FUJIWARA & Toyoichiro SHIROTA, 2023. "Automation and the Disappearance of Routine Work in Japan," Discussion papers 23082, Research Institute of Economy, Trade and Industry (RIETI).
    52. Torrent-Sellens, Joan, 2024. "Digital transition, data-and-tasks crowd-based economy, and the shared social progress: Unveiling a new political economy from a European perspective," Technology in Society, Elsevier, vol. 79(C).
    53. Manuel A. Hidalgo-Pérez & Benedetto Molinari, 2022. "The effect of early automation on the wage distribution with endogenous occupational choices," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 39(3), pages 1055-1082, October.
    54. Ma, Bianjing & Chen, Lei & Wang, Xiaohui & Ding, Song, 2024. "Who benefits more from the digital economy: (Non-)Cognitive ability and the labor income premium," International Review of Economics & Finance, Elsevier, vol. 96(PB).
    55. P. Michael KOSICEK & Ramesh SONI & David YERGER, 2023. "The Distribution of Relative Demand and Relative Supply Shocks for Managers Across the U.S. Economy," Economics and Applied Informatics, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, issue 2, pages 5-13.
    56. Aziz, Imran & Cortes, Matias, 2021. "Between-Group Inequality May Decline despite a Rising Skill Premium," IZA Discussion Papers 14701, Institute of Labor Economics (IZA).
    57. Christian Gschwendt, 2022. "Routine job dynamics in the Swiss labor market," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 158(1), pages 1-21, December.
    58. Li, Quan & Zhan, Kaiyan & Jiang, Hexin & Li, Tianshu & Zhang, Yuan, 2024. "Impact of financial regulation on labor income share: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 88(C).
    59. Vardanyan, David, 2024. "Technologies and Labour : A Theoretical Model of Task-based Production in Labour Market with Search Frictions," Warwick-Monash Economics Student Papers 79, Warwick Monash Economics Student Papers.
    60. Bocquet, L., 2024. "The Network Origin of Slow Labour Reallocation," Janeway Institute Working Papers 2427, Faculty of Economics, University of Cambridge.
    61. Wu, Yongqiu & Lin, Zhiwei & Zhang, Qingcui & Wang, Wei, 2024. "Artificial intelligence, wage dynamics, and inequality: Empirical evidence from Chinese listed firms," International Review of Economics & Finance, Elsevier, vol. 96(PC).
    62. Wei, Xiahai & Xu, Jiawei & Cao, Hui, 2024. "Production automation upgrades and the mystery of workers' overwork: Evidence from a manufacturing employer-employee matching survey in China," Journal of Asian Economics, Elsevier, vol. 91(C).
    63. Bernardo Caldarola & Dario Mazzilli & Aurelio Patelli & Angelica Sbardella, 2024. "Structural Change, Employment, and Inequality in Europe: an Economic Complexity Approach," Papers 2410.07906, arXiv.org.
    64. Bocquet, L., 2024. "The Network Origin of Slow Labour Reallocation," Cambridge Working Papers in Economics 2465, Faculty of Economics, University of Cambridge.
    65. Simon Walo, 2023. "The link between routine tasks and job polarization: A task measurement problem?," LABOUR, CEIS, vol. 37(3), pages 437-467, September.
    66. Tianyu Fan, 2025. "The Labor Market Incidence of New Technologies," Papers 2504.04047, arXiv.org.
    67. Michael J. Böhm & Ben Etheridge & Aitor Irastorza-Fadrique, 2025. "The impact of labour demand shocks when occupational labour supplies are heterogeneous," IFS Working Papers W25/15, Institute for Fiscal Studies.
    68. Pawe{l} Gola & Yuejun Zhao, 2024. "A Firm Link: Overall, Between- and Within-Firm Inequality Through the Lens of a Sorting Model," Papers 2410.11532, arXiv.org.
    69. Garibaldi, Pietro & Turri, Enrico D., 2024. "Monopsony in Growth Theory," IZA Discussion Papers 17392, Institute of Labor Economics (IZA).
    70. Qin Chen & Jinfeng Ge & Huaqing Xie & Xingcheng Xu & Yanqing Yang, 2023. "Large Language Models at Work in China's Labor Market," Papers 2308.08776, arXiv.org, revised May 2025.
    71. Shubhdeep Deb & Jan Eeckhout & Aseem Patel & Lawrence Warren, 2024. "Walras–Bowley Lecture: Market Power and Wage Inequality," Econometrica, Econometric Society, vol. 92(3), pages 603-636, May.
    72. Schetter, Ulrich & Schneider, Maik T. & Jäggi, Adrian, 2024. "Inequality, openness, and growth through creative destruction," Journal of Economic Theory, Elsevier, vol. 222(C).
    73. Tyna Eloundou & Sam Manning & Pamela Mishkin & Daniel Rock, 2023. "GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models," Papers 2303.10130, arXiv.org, revised Aug 2023.
    74. Samuel Cole & Zachary Cowell & John M. Nunley & R. Alan Seals Jr, 2022. "The Distribution of Occupational Tasks in the United States: Implications for a Diverse and Aging Population," Papers 2205.00497, arXiv.org.
    75. Kim, Jae-Yoon & Lee, Dongwoo, 2024. "Pension systems revisited in the age of automation and an aging economy," Journal of Economic Behavior & Organization, Elsevier, vol. 228(C).
    76. Martin Beraja & Noam Yuchtman, 2025. "Generalized Disruption: Society, Work, and Property Rights in the Age of AI," NBER Chapters, in: The Political Economy of Artificial Intelligence, National Bureau of Economic Research, Inc.
    77. Han Bu & Zhou Xun & Sha Cai, 2024. "Big data and inter-firm wage disparities: theory and evidence from China," Economic Change and Restructuring, Springer, vol. 57(4), pages 1-36, August.
    78. Zoltán Elekes & Anna Baranowska-Rataj & Rikard Eriksson, 2023. "Regional diversification and labour market upgrading: local access to skill-related high-income jobs helps workers escaping low-wage employment," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 16(3), pages 417-430.
    79. Venkat Ram Reddy Ganuthula & Krishna Kumar Balaraman, 2025. "Skill-Based Labor Market Polarization in the Age of AI: A Comparative Analysis of India and the United States," Papers 2501.15809, arXiv.org, revised Feb 2025.
    80. Ana Kujundzic, 2025. "Educational Assortative Mating and Household Income Inequality: Evidence from Brazil, Indonesia, Mexico, and South Africa," Papers 2503.02713, arXiv.org.
    81. Zhang, Dongyang & Wang, Cao & Miao, Shan & Deng, Lei, 2024. "The impact of firm's ESG performance on the skill premium: Evidence from China's green finance reform pilot zone," International Review of Financial Analysis, Elsevier, vol. 93(C).
    82. Jacob, Tinu Iype & Paul, Sunil, 2024. "Labour income share, market power and automation: Evidence from an emerging economy," Structural Change and Economic Dynamics, Elsevier, vol. 69(C), pages 37-45.
    83. Nwaobi, Godwin, 2024. "Productive Sectors and Digital Diffusion(Adoption) in Nigeria: Empirical Evidence," MPRA Paper 122392, University Library of Munich, Germany.
    84. Adrien Bilal & James H. Stock, 2025. "Macroeconomics and Climate Change," NBER Working Papers 33567, National Bureau of Economic Research, Inc.
    85. Song Wang & Zhiyuan Lin, 2024. "Pay structure and firm technological innovation: comparative research based on three pay gaps," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-21, December.
    86. Gómez-Alvarez Díaz, M. Rosario & Pérez León, Víctor Ernesto & Fuentes Saguar, Patricia, 2024. "How close are European countries to the doughnut-shaped safe and just space? Evidence from 26 EU countries," Ecological Economics, Elsevier, vol. 221(C).
    87. Campos, Nauro F. & De Grauwe, Paul & Ji, Yuemei, 2025. "Structural reforms and economic performance: the experience of advanced economies," LSE Research Online Documents on Economics 120870, London School of Economics and Political Science, LSE Library.
    88. Roberta Capello & Simona Ciappei & Camilla Lenzi, 2024. "Unveiling the automation—wage inequality nexus within and across regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 73(4), pages 1729-1756, December.
    89. Zhang, Yun & Samaniego, Roberto & Rodrigo, Rodimiro, 2025. "Robots and Inequality Between and Within Occupations," SocArXiv gtbm4_v1, Center for Open Science.
    90. Arntz, Melanie & Blesse, Sebastian & Doerrenberg, Philipp, 2022. "The end of work is near, isn't it? Survey evidence on automation angst," ZEW Discussion Papers 22-036, ZEW - Leibniz Centre for European Economic Research.
    91. Shohei Momoda & Takayuki Ogawa & Ryosuke Shimizu, 2024. "Automation and Growth Patterns in an Open Economy," KIER Working Papers 1109, Kyoto University, Institute of Economic Research.
    92. Piotr Lewandowski & Wojciech Szymczak, 2024. "Automation, Trade Unions and Involuntary Atypical Employment," IBS Working Papers 02/2024, Instytut Badan Strukturalnych.
    93. Benjamin Schneider & Hillary Vipond, 2023. "The Past and Future of Work: How History Can Inform the Age of Automation," CESifo Working Paper Series 10766, CESifo.
    94. Hervé, Justine, 2023. "Specialists or generalists? Cross-industry mobility and wages," Labour Economics, Elsevier, vol. 84(C).
    95. Benítez, Miguel & Parrado, Eric, 2024. "Mirror, Mirror on the Wall: Which Jobs Will AI Replace After All?: A New Index of Occupational Exposure," IDB Publications (Working Papers) 13696, Inter-American Development Bank.
    96. Valentina Gonzalez‐Rostani, 2024. "Engaged robots, disengaged workers: Automation and political alienation," Economics and Politics, Wiley Blackwell, vol. 36(3), pages 1703-1730, November.
    97. Yang, Guang-Zhao & Si, Deng-Kui & Ning, Guang-Jie, 2023. "Does digital transformation reduce the labor income share in enterprises?," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1526-1538.
    98. Wenchao Jin, 2022. "Occupational polarisation and endogenous task-biased technical change," Working Paper Series 0622, Department of Economics, University of Sussex Business School.
    99. Kikuchi, Shinnosuke & Fujiwara, Ippei & Shirota, Toyoichiro, 2024. "Automation and disappearing routine occupations in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 74(C).

  7. Joachim Hubmer & Pascual Restrepo, 2021. "Not a Typical Firm: The Joint Dynamics of Firms, Labor Shares, and Capital–Labor Substitution," NBER Working Papers 28579, National Bureau of Economic Research, Inc.

    Cited by:

    1. Alessandra Bonfiglioli & Rosario Crinò & Gino Gancia, 2019. "Concentration in international markets: evidence from US Imports," Economics Working Papers 1635, Department of Economics and Business, Universitat Pompeu Fabra.
    2. Koch, Michael & Manuylov, Ilya, 2023. "Measuring the technological bias of robot adoption and its implications for the aggregate labor share," Research Policy, Elsevier, vol. 52(9).
    3. Joel M. David & Romain Rancière & David Zeke, 2023. "International Diversification, Reallocation, and the Labor Share," NBER Working Papers 31168, National Bureau of Economic Research, Inc.
    4. Li, Chao & Zhang, Yuhan & Li, Xiang & Hao, Yanwei, 2024. "Artificial intelligence, household financial fragility and energy resources consumption: Impacts of digital disruption from a demand-based perspective," Resources Policy, Elsevier, vol. 88(C).
    5. Luís Guimarães & Pedro Mazeda Gil, 2019. "Explaining the labor share: automation vs labor market institutions," CEF.UP Working Papers 1901, Universidade do Porto, Faculdade de Economia do Porto.
    6. Shimizu, Ryosuke & Momoda, Shohei, 2023. "Does automation technology increase wage?," Journal of Macroeconomics, Elsevier, vol. 77(C).
    7. Leone, Fabrizio, 2024. "Global robots," LSE Research Online Documents on Economics 126784, London School of Economics and Political Science, LSE Library.
    8. Brand, Claus & Obstbaum, Meri & Coenen, Günter & Sondermann, David & Lydon, Reamonn & Ajevskis, Viktors & Hammermann, Felix & Angino, Siria & Hernborg, Nils & Basso, Henrique & Hertweck, Matthias & Bi, 2021. "Employment and the conduct of monetary policy in the euro area," Occasional Paper Series 275, European Central Bank.
    9. Daron Acemoglu & Gary W. Anderson & David N. Beede & Catherine Buffington & Eric E. Childress & Emin Dinlersoz & Lucia S. Foster & Nathan Goldschlag & John C. Haltiwanger & Zachary Kroff & Pascual Res, 2024. "Automation and the Workforce: A Firm-Level View from the 2019 Annual Business Survey," NBER Chapters, in: Technology, Productivity, and Economic Growth, National Bureau of Economic Research, Inc.

  8. Moll, Benjamin & Rachel, Lukasz & Restrepo, Pascual, 2021. "Uneven growth: automation’s impact on income and wealth inequality," Bank of England working papers 913, Bank of England.

    Cited by:

    1. Lippi, Francesco & Perri, Fabrizio, 2023. "Unequal growth," Journal of Monetary Economics, Elsevier, vol. 133(C), pages 1-18.
    2. Arvai Kai & Mann Katja, 2022. "Consumption Inequality in the Digital Age," Working papers 890, Banque de France.
    3. Wolf, Martin & Fornaro, Luca, 2021. "Monetary Policy in the Age of Automation," CEPR Discussion Papers 16416, C.E.P.R. Discussion Papers.
    4. Bergantino, Angela Stefania & Intini, Mario & Nademi, Younes, 2025. "Rethinking poverty: An econometric analysis of the role of ICT poverty in a global context," Telecommunications Policy, Elsevier, vol. 49(1).
    5. Auclert, Adrien & Malmberg, Hannes & Martenet, Frederic & Rognlie, Matthew, 2021. "Demographics, Wealth, and Global Imbalances in the Twenty-First Century," CEPR Discussion Papers 16470, C.E.P.R. Discussion Papers.
    6. Carl-Johan Dalgaard & Morten Olsen, 2025. "Has the real rate of return “depreciated”?," Journal of Economic Growth, Springer, vol. 30(1), pages 49-85, March.
    7. Ngai, Liwa Rachel & Sevinc, Orhun, 2020. "A Multisector Perspective on Wage Stagnation," CEPR Discussion Papers 14855, C.E.P.R. Discussion Papers.
    8. Gaillard, Alexandre & Hellwig, Christian & Wangner, Philipp & Werquin, Nicolas, 2023. "Consumption, Wealth, and Income Inequality: A Tale of Tails," CEPR Discussion Papers 18666, C.E.P.R. Discussion Papers.
    9. Li, Chao & Lao, Wenyu & Li, Xiang & Zhang, Yuhan, 2024. "Automated workforce, financial precarities and family consumption: The importance of demand-side policies under the background of automation applications," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1287-1308.
    10. Alessandra Bonfiglioli & Rosario Crinò & Harald Fadinger & Gino Gancia, 2024. "Robot Imports and Firm-Level Outcomes," The Economic Journal, Royal Economic Society, vol. 134(664), pages 3428-3444.
    11. Bailey, Andrew & Cesa-Bianchi, Ambrogio & Garofalo, Marco & Harrison, Richard & McLaren, Nick & Sajedi, Rana & Piton, Sophie, 2023. "Structural change, global R* and the missing-investment puzzle," Bank of England working papers 997, Bank of England.
    12. Matthias Birkner & Niklas Scheuer & Klaus Wälde, 2023. "The dynamics of Pareto distributed wealth in a small open economy," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 76(2), pages 607-644, August.
    13. Karina Doorley & Jan Gromadzki & Piotr Lewandowski & Dora Tuda & Philippe Van Kerm, 2023. "Automation and income inequality in Europe," LISER Working Paper Series 2023-11, Luxembourg Institute of Socio-Economic Research (LISER).
    14. Arthur Jacobs, 2023. "Capitalist-Worker Wealth Distribution in a Task-Based Model of Automation," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 23/1064, Ghent University, Faculty of Economics and Business Administration.
    15. Gomes Orlando, 2024. "Economic Growth in the Age of Ubiquitous Threats: How Global Risks are Reshaping Growth Theory," Economics - The Open-Access, Open-Assessment Journal, De Gruyter, vol. 18(1), pages 1-15, January.
    16. Ichiro Muto & Fumitaka Nakamura & Makoto Nirei, 2024. "Digitalization, Entrepreneurship, and Wealth Inequality," IMES Discussion Paper Series 24-E-01, Institute for Monetary and Economic Studies, Bank of Japan.
    17. Kazuo Mino & Hiroaki Sasaki, 2023. "Population Aging and Income Inequality in a Semi-Endogenous Growth Model," KIER Working Papers 1096, Kyoto University, Institute of Economic Research.
    18. Luis Bauluz & Filip Novokmet & Moritz Schularick, 2022. "The Anatomy of the Global Saving Glut," World Inequality Lab Working Papers halshs-03693216, HAL.
    19. Jaimovich, Nir & Saporta-Eksten, Itay & Siu, Henry E. & Yedid-Levi, Yaniv, 2020. "The Macroeconomics of Automation: Data, Theory, and Policy Analysis," IZA Discussion Papers 12913, Institute of Labor Economics (IZA).
    20. Donatella Gatti & Julien Vauday, 2024. "AI Diffusion, Disasters, Environmental and Social Change," Working Papers hal-04604374, HAL.
    21. Galle, Simon & Lorentzen, Linnea, 2024. "The unequal effects of trade and automation across local labor markets," Journal of International Economics, Elsevier, vol. 150(C).
    22. Wang, Linhui & Cao, Zhanglu & Dong, Zhiqing, 2023. "Are artificial intelligence dividends evenly distributed between profits and wages? Evidence from the private enterprise survey data in China," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 342-356.
    23. Jiang, Hong & Wang, Xue & Liu, Chongguang, 2024. "Automated machines and the labor wage gap," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
    24. Zarifhonarvar, Ali, 2023. "Economics of ChatGPT: A Labor Market View on the Occupational Impact of Artificial Intelligence," EconStor Preprints 268826, ZBW - Leibniz Information Centre for Economics.
    25. Shangze Dai, 2025. "Understanding Automation’s Impact on Ecological Footprint: Theory and Empirical Evidence from Europe," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 88(2), pages 503-532, February.
    26. Brambilla, Irene & César, Andrés & Falcone, Guillermo & Gasparini, Leonardo, 2023. "The impact of robots in Latin America: Evidence from local labor markets," World Development, Elsevier, vol. 170(C).
    27. Dzator, Janet & Acheampong, Alex O. & Appiah-Otoo, Isaac & Dzator, Michael, 2023. "Leveraging digital technology for development: Does ICT contribute to poverty reduction?," Telecommunications Policy, Elsevier, vol. 47(4).
    28. Kazuo Mino, 2023. "On the stationary distribution of income and wealth in a growing economy with endogenous labor supply," Economics Bulletin, AccessEcon, vol. 43(1), pages 108-115.
    29. Jin Liu & Xingchen Xu & Xi Nan & Yongjun Li & Yong Tan, 2023. ""Generate" the Future of Work through AI: Empirical Evidence from Online Labor Markets," Papers 2308.05201, arXiv.org, revised Jun 2024.
    30. Dedola, Luca & Ehrmann, Michael & Hoffmann, Peter & Lamo, Ana & Paz-Pardo, Gonzalo & Slacalek, Jiri & Strasser, Georg, 2023. "Digitalisation and the economy," Working Paper Series 2809, European Central Bank.
    31. Ricardo Reis, 2021. "The constraint on public debt when r," Discussion Papers 2111, Centre for Macroeconomics (CFM).
    32. Pahontu, Raluca L., 2022. "Divisive jobs: three facets of risk, precarity, and redistribution," LSE Research Online Documents on Economics 111593, London School of Economics and Political Science, LSE Library.
    33. Skare, Marinko & Gavurova, Beata & Blažević Burić, Sanja, 2024. "Artificial intelligence and wealth inequality: A comprehensive empirical exploration of socioeconomic implications," Technology in Society, Elsevier, vol. 79(C).
    34. Alex Chernoff & Gabriela Galassi, 2023. "Digitalization: Labour Markets," Discussion Papers 2023-16, Bank of Canada.
    35. Wei, Xiahai & Xu, Jiawei & Cao, Hui, 2024. "Production automation upgrades and the mystery of workers' overwork: Evidence from a manufacturing employer-employee matching survey in China," Journal of Asian Economics, Elsevier, vol. 91(C).
    36. Matthieu Gomez & Émilien Gouin‐Bonenfant, 2024. "Wealth Inequality in a Low Rate Environment," Econometrica, Econometric Society, vol. 92(1), pages 201-246, January.
    37. Juan E. Jacobo, 2022. "Back to the Surplus: An Unorthodox Neoclassical Model of Growth, Distribution and Unemployment with Technical Change," Papers 2211.14978, arXiv.org.
    38. Jon Eguia & Dimitrios Xefteris, 2022. "Lognormal (Re)Distribution: A Macrofounded Theory of Inequality," University of Cyprus Working Papers in Economics 04-2022, University of Cyprus Department of Economics.
    39. Madsen, Jakob & Minniti, Antonio & Venturini, Francesco, 2024. "Declining research productivity and income inequality: A centenary perspective," Journal of Economic Dynamics and Control, Elsevier, vol. 167(C).
    40. Cesa-Bianchi, Ambrogio & Harrison, Richard & Sajedi, Rana, 2022. "Decomposing the drivers of Global R," Bank of England working papers 990, Bank of England.
    41. Schetter, Ulrich & Schneider, Maik T. & Jäggi, Adrian, 2024. "Inequality, openness, and growth through creative destruction," Journal of Economic Theory, Elsevier, vol. 222(C).
    42. Xue, Qihang & Wang, Huimin & Wei, Jian & Bai, Caiquan, 2024. "Does the digital economy improve female autonomy?," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 193-207.
    43. Tyna Eloundou & Sam Manning & Pamela Mishkin & Daniel Rock, 2023. "GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models," Papers 2303.10130, arXiv.org, revised Aug 2023.
    44. Arthur Jacobs, 2024. "The Pasinetti theorem in a task‐based model of automation," Metroeconomica, Wiley Blackwell, vol. 75(3), pages 306-325, July.
    45. Gallipoli, Giovanni, 2023. "Comments on unequal growth," Journal of Monetary Economics, Elsevier, vol. 133(C), pages 19-24.
    46. Emmens, Joseph & Hutschenreiter, Dennis & Manfredonia, Stefano & Noth, Felix & Santini, Tommaso, 2024. "From shares to machines: How common ownership drives automation," IWH Discussion Papers 23/2024, Halle Institute for Economic Research (IWH).
    47. Joachim Hubmer, 2023. "The Race Between Preferences and Technology," Econometrica, Econometric Society, vol. 91(1), pages 227-261, January.
    48. Arvai, Kai & Mann, Katja, 2022. "Consumption Inequality in the Digital Age," VfS Annual Conference 2022 (Basel): Big Data in Economics 264001, Verein für Socialpolitik / German Economic Association.
    49. Campos, Nauro F. & De Grauwe, Paul & Ji, Yuemei, 2025. "Structural reforms and economic performance: the experience of advanced economies," LSE Research Online Documents on Economics 120870, London School of Economics and Political Science, LSE Library.
    50. Kosuke ARAI & Ippei FUJIWARA & Toyoichiro SHIROTA, 2021. "Robot Penetration and Task Changes," Discussion papers 21093, Research Institute of Economy, Trade and Industry (RIETI).
    51. George‐Marios Angeletos & Chen Lian & Christian K. Wolf, 2024. "Can Deficits Finance Themselves?," Econometrica, Econometric Society, vol. 92(5), pages 1351-1390, September.
    52. Yang, Guang-Zhao & Si, Deng-Kui & Ning, Guang-Jie, 2023. "Does digital transformation reduce the labor income share in enterprises?," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1526-1538.

  9. Daron Acemoglu & Claire Lelarge & Pascual Restrepo, 2020. "Competing with Robots: Firm-Level Evidence from France," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-335, Boston University - Department of Economics.

    Cited by:

    1. Alessandra Bonfiglioli & Rosario Crinò & Gino Gancia, 2019. "Concentration in international markets: evidence from US Imports," Economics Working Papers 1635, Department of Economics and Business, Universitat Pompeu Fabra.
    2. Gilbert Cette & Aurélien Devillard & Vincenzo Spiezia, 2021. "The contribution of robots to productivity growth in 30 OECD countries over 1975–2019," Post-Print hal-03140435, HAL.
    3. Luca Eduardo Fierro & Alessandro Caiani & Alberto Russo, 2021. "Automation, job polarisation, and structural change," Working Papers 2021/09, Economics Department, Universitat Jaume I, Castellón (Spain).
    4. Savin, Ivan & Ott, Ingrid & Konop, Chris, 2022. "Tracing the evolution of service robotics: Insights from a topic modeling approach," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    5. Florencia Jaccoud & Fabien Petit & Tommaso Ciarli & Maria Savona, 2024. "Automation and Employment over the Technology Life Cycle: Evidence from European Regions," CESifo Working Paper Series 10987, CESifo.
    6. Pol Antràs, 2020. "De-Globalisation? Global Value Chains in the Post-COVID-19 Age," NBER Working Papers 28115, National Bureau of Economic Research, Inc.
    7. Jacobs, Arthur, 2023. "Capital-augmenting technical change in the context of untapped automation opportunities," Mathematical Social Sciences, Elsevier, vol. 123(C), pages 155-166.
    8. Andreas Eder & Wolfgang Koller & Bernhard Mahlberg, 2024. "The contribution of industrial robots to labor productivity growth and economic convergence: a production frontier approach," Journal of Productivity Analysis, Springer, vol. 61(2), pages 157-181, April.
    9. López Noria Gabriela, 2021. "Effects of Trade and Technology on the Mexican Labor Market," Working Papers 2021-22, Banco de México.
    10. Eiji Yamamura & Ryohei Hayashi, 2022. "AI, Ageing and Brain-Work Productivity: Technological Change in Professional Japanese Chess," Papers 2204.07888, arXiv.org.
    11. David Autor & Caroline Chin & Anna Salomons & Bryan Seegmiller, 2024. "New Frontiers: The Origins and Content of New Work, 1940–2018," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(3), pages 1399-1465.
    12. Daron Acemoglu & David Autor & Jonathon Hazell & Pascual Restrepo, 2020. "AI and Jobs: Evidence from Online Vacancies," Working Papers 279, Princeton University, Department of Economics, Center for Economic Policy Studies..
    13. Kindberg-Hanlon,Gene, 2021. "The Technology-Employment Trade-Off : Automation, Industry, and Income Effects," Policy Research Working Paper Series 9529, The World Bank.
    14. Lee, Yong Suk & Iizuka, Toshiaki & Eggleston, Karen, 2025. "Robots and labor in nursing homes," Labour Economics, Elsevier, vol. 92(C).
    15. De Loecker, Jan & Obermeier, Tim & Van Reenen, John, 2024. "Firms and inequality," LSE Research Online Documents on Economics 121234, London School of Economics and Political Science, LSE Library.
    16. E. Mark Curtis & Daniel G. Garrett & Eric Ohrn & Kevin A. Roberts & Juan Carlos Suarez Serrato, 2022. "Capital Investment and Labor Demand," Working Papers 22-04, Center for Economic Studies, U.S. Census Bureau.
    17. Nikolova, Milena & Cnossen, Femke & Nikolaev, Boris, 2023. "Robots, Meaning, and Self-Determination," IZA Discussion Papers 16656, Institute of Labor Economics (IZA).
    18. Aghion, Philippe & Antonin, Celine & Bunel, Simon & Jaravel, Xavier Laurent, 2023. "Modern manufacturing capital, labor demand and product market dynamics: evidence from France," LSE Research Online Documents on Economics 121340, London School of Economics and Political Science, LSE Library.
    19. Fabrizio Leone, 2022. "Foreign ownership and robot adoption," CEP Discussion Papers dp1854, Centre for Economic Performance, LSE.
    20. Weiming Zhang & Jiachao Peng & Lian Zhang, 2023. "Disruptive Displacement: The Impacts of Industrial Robots on the Energy Industry’s International Division of Labor from a Technological Complexity View," Energies, MDPI, vol. 16(8), pages 1-19, April.
    21. Davide Antonioli & Alberto Marzucchi & Francesco Rentocchini & Simone Vannuccini, 2022. "Robot Adoption and Innovation Activities (last revised: December 2023)," Munich Papers in Political Economy 21, Munich School of Politics and Public Policy and the School of Management at the Technical University of Munich.
    22. Koch, Michael & Manuylov, Ilya, 2023. "Measuring the technological bias of robot adoption and its implications for the aggregate labor share," Research Policy, Elsevier, vol. 52(9).
    23. Antonio Dalla Zuanna & Davide Dottori & Elena Gentili & Salvatore Lattanzio, 2024. "An assessment of occupational exposure to artificial intelligence in Italy," Questioni di Economia e Finanza (Occasional Papers) 878, Bank of Italy, Economic Research and International Relations Area.
    24. Alessandra Bonfiglioli & Rosario Crinò & Harald Fadinger & Gino Gancia, 2024. "Robot Imports and Firm-Level Outcomes," The Economic Journal, Royal Economic Society, vol. 134(664), pages 3428-3444.
    25. Cali,Massimiliano & Presidente,Giorgio, 2021. "Automation and Manufacturing Performance in a Developing Country," Policy Research Working Paper Series 9653, The World Bank.
    26. Mr. Andrew Berg & Lahcen Bounader & Nikolay Gueorguiev & Hiroaki Miyamoto & Mr. Kenji Moriyama & Ryota Nakatani & Luis-Felipe Zanna, 2021. "For the Benefit of All: Fiscal Policies and Equity-Efficiency Trade-offs in the Age of Automation," IMF Working Papers 2021/187, International Monetary Fund.
    27. Lindner, Attila & Murakozy, Balazs & Reizer, Balazs & Schreiner, Ragnhild, 2022. "Firm-level Technological Change and Skill Demand," CEPR Discussion Papers 17421, C.E.P.R. Discussion Papers.
    28. , & Stiebale, Joel & Woessner, Nicole, 2020. "Robots and the rise of European superstar firms," CEPR Discussion Papers 15080, C.E.P.R. Discussion Papers.
    29. Christian Rammer & Gastón P Fernández & Dirk Czarnitzki, 2021. "Artificial Intelligence and Industrial Innovation: Evidence from Firm-Level Data," Working Papers of Department of Management, Strategy and Innovation, Leuven 674605, KU Leuven, Faculty of Economics and Business (FEB), Department of Management, Strategy and Innovation, Leuven.
    30. Goel, Rajeev K. & Nelson, Michael A., 2021. "Employment effects of R&D and innovation: Evidence from small and medium-sized firms in emerging markets," Kiel Working Papers 2196, Kiel Institute for the World Economy (IfW Kiel).
    31. Giacomo Domini & Marco Grazzi & Daniele Moschella & Tania Treibich, 2021. "For Whom the Bell Tolls: The Firm-Level Effects of Automation on Wage and Gender Inequality," JRC Working Papers on Labour, Education and Technology 2021-15, Joint Research Centre.
    32. Genz, Sabrina & Schnabel, Claus, 2021. "Digging into the digital divide: Workers' exposure to digitalization and its consequences for individual employment," Discussion Papers 118, Friedrich-Alexander University Erlangen-Nuremberg, Chair of Labour and Regional Economics.
    33. Albinowski, Maciej & Lewandowski, Piotr, 2022. "The Impact of ICT and Robots on Labour Market Outcomes of Demographic Groups in Europe," IZA Discussion Papers 15752, Institute of Labor Economics (IZA).
    34. Genz, Sabrina & Gregory, Terry & Janser, Markus & Lehmer, Florian & Matthes, Britta, 2021. "How do workers adjust when firms adopt new technologies?," ZEW Discussion Papers 21-073, ZEW - Leibniz Centre for European Economic Research.
    35. Tarmo Valkonen, 2020. "The Finnish Pension System and Its Future Challenges," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 55(2), pages 92-96, March.
    36. Antonioli, Davide & Marzucchi, Alberto & Rentocchini, Francesco & Vannuccini, Simone, 2024. "Robot adoption and product innovation," Research Policy, Elsevier, vol. 53(6).
    37. Laura Abrardi & Carlo Cambini & Laura Rondi, 2022. "Artificial intelligence, firms and consumer behavior: A survey," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 969-991, September.
    38. Ioramashvili, Carolin, 2024. "Technological invention and local labour markets: evidence from France, Germany and the UK," LSE Research Online Documents on Economics 123630, London School of Economics and Political Science, LSE Library.
    39. Zhang, Yi & Wang, Ting & Liu, Chun, 2024. "Beyond the modern productivity paradox: The effect of robotics technology on firm-level total factor productivity in China," Journal of Asian Economics, Elsevier, vol. 90(C).
    40. Kraft, Kornelius & Lammers, Alexander, 2021. "Bargaining Power and the Labor Share - a Structural Break Approach," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242342, Verein für Socialpolitik / German Economic Association.
    41. Brunello, Giorgio & Rückert, Désirée & Weiss, Christoph & Wruuck, Patricia, 2023. "Advanced digital technologies and investment in employee training: Complements or substitutes?," EIB Working Papers 2023/01, European Investment Bank (EIB).
    42. Ronald Bachmann & Myrielle Gonschor & Piotr Lewandowski & Karol Madoń, 2022. "The Impact of Robots on Labour Market Transitions in Europe," IBS Working Papers 01/2022, Instytut Badan Strukturalnych.
    43. Stefan Jestl, 2022. "Industrial Robots, and Information and Communication Technology: The Employment Effects in EU Labour Markets," wiiw Working Papers 215, The Vienna Institute for International Economic Studies, wiiw.
    44. Bjørn-Atle Reme & Ole Røgeberg & Jonathan Wörn & Bernt Bratsberg & Vegard Fykse Skirbekk, 2025. "The distribution of technology induced job loss: Evidence from a population-wide study in Norway," PLOS ONE, Public Library of Science, vol. 20(4), pages 1-13, April.
    45. Acemoglu, Daron & Koster, Hans R.A. & Ozgen, Ceren, 2023. "Robots and Workers: Evidence from the Netherlands," IZA Discussion Papers 15997, Institute of Labor Economics (IZA).
    46. Erik Brynjolfsson & Cathy Buffington & Nathan Goldschlag & J. Frank Li & Javier Miranda & Robert Seamans, 2023. "The Characteristics and Geographic Distribution of Robot Hubs in U.S. Manufacturing Establishments," NBER Working Papers 31062, National Bureau of Economic Research, Inc.
    47. Sun, Wenyuan & Zhang, Zhonghui & Chen, Yang & Luan, Fushu, 2023. "Heterogeneous effects of robots on employment in agriculture, industry, and services sectors," Technology in Society, Elsevier, vol. 75(C).
    48. Forslid, Rikard & , & Prane, Ossian, 2021. "Imports and the CO2 Emissions of Firms," CEPR Discussion Papers 16090, C.E.P.R. Discussion Papers.
    49. Hamid Firooz & Zheng Liu & Yajie Wang, 2022. "Automation, Market Concentration, and the Labor Share," Working Paper Series 2022-05, Federal Reserve Bank of San Francisco.
    50. Zhao, Yantong & Said, Rusmawati & Ismail, Normaz Wana & Hamzah, Hanny Zurina, 2024. "Impact of industrial robot on labour productivity: Empirical study based on industry panel data," Innovation and Green Development, Elsevier, vol. 3(2).
    51. Deng, Yue & Feng, Aiya & Hu, Dezhuang, 2025. "Gender earnings gap in Chinese firms: Can it be narrowed by industrial robots?," China Economic Review, Elsevier, vol. 89(C).
    52. Aksoy, Cevat Giray & Ozcan, Berkay & Philipp, Julia, 2020. "Robots and the Gender Pay Gap in Europe," SocArXiv rxkg2, Center for Open Science.
    53. Cilekoglu, Akin A. & Moreno, Rosina & Ramos, Raul, 2024. "The impact of robot adoption on global sourcing," Research Policy, Elsevier, vol. 53(3).
    54. Deng, Liuchun & Müller, Steffen & Plümpe, Verena & Stegmaier, Jens, 2023. "Robots, occupations, and worker age: A production-unit analysis of employment," IWH Discussion Papers 5/2023, Halle Institute for Economic Research (IWH).
    55. Iztok Palčič & Jasna Prester, 2024. "Effect of Usage of Industrial Robots on Quality, Labor Productivity, Exports and Environment," Sustainability, MDPI, vol. 16(18), pages 1-16, September.
    56. Czarnitzki, Dirk & Fernández, Gastón P. & Rammer, Christian, 2023. "Artificial intelligence and firm-level productivity," Journal of Economic Behavior & Organization, Elsevier, vol. 211(C), pages 188-205.
    57. Melanie Arntz & Michael J. Bohm & Georg Graetz & Terry Gregory & Florian Lehmer & Cacilia Lipowski, 2025. "Firm-level technology adoption in times of crisis," CEP Discussion Papers dp2093, Centre for Economic Performance, LSE.
    58. Corrocher, Nicoletta & Moschella, Daniele & Staccioli, Jacopo & Vivarelli, Marco, 2023. "Innovation and the Labor Market: Theory, Evidence and Challenges," GLO Discussion Paper Series 1284, Global Labor Organization (GLO).
    59. Duan, Dingyun & Chen, Shaojian & Feng, Zongxian & Li, Jun, 2023. "Industrial robots and firm productivity," Structural Change and Economic Dynamics, Elsevier, vol. 67(C), pages 388-406.
    60. Matej Belin, 2021. "Does Robots´Reach Exceed Their Grasp? Differential Impacts of Robot Adoption and Spillover Effects on Workers in the Czech Republic," CERGE-EI Working Papers wp688, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
    61. Guillermo Arenas Díaz & Alex J. Guerrero & Joost Heijs, 2024. "The effects of product and process innovation on employment: a meta-regression analysis," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 14(1), pages 35-68, March.
    62. Zhang, Bing-bing & Wang, Yuan & Chen, Yue & Zhou, Junting, 2024. "Digital transformation by firms and the cleanliness of China's export products," Energy Economics, Elsevier, vol. 134(C).
    63. Capello, Roberta & Lenzi, Camilla & Perucca, Giovanni, 2022. "The modern Solow paradox. In search for explanations," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 166-180.
    64. Lipowski, Cäcilia & Salomons, Anna & Zierahn-Weilage, Ulrich, 2024. "Expertise at work: New technologies, new skills, and worker impacts," ZEW Discussion Papers 24-044, ZEW - Leibniz Centre for European Economic Research.
    65. Baek, Seungjin & Jeong, Deokjae, 2023. "Factors Influencing Labor Share: Automation, Task Innovation, and Elasticity of Substitution," MPRA Paper 118730, University Library of Munich, Germany.
    66. Diego Dabed Sitnisky & Sabrina Genz & Emilie Rademakers, 2023. "Resilience to Automation: The Role of Task Overlap for Job Finding," Working Papers 2312, Utrecht School of Economics.
    67. Andrés César, 2025. "The Future of Work(ers) in the Age of Technological Revolution," CEDLAS, Working Papers 0344, CEDLAS, Universidad Nacional de La Plata.
    68. Schwerter, Jakob & Netz, Nicolai & Hübner, Nicolas, 2024. "Does instructional time at school influence study time at university? Evidence from an instructional time reform," Economics of Education Review, Elsevier, vol. 100(C).
    69. Rademakers Emilie & Zierahn-Weilage Ulrich, 2024. "New Technologies: End of Work or Structural Change?," The Economists' Voice, De Gruyter, vol. 21(2), pages 335-344.
    70. Gilbert Cette & Aurélien Devillard & Vincenzo Spiezia, 2020. "Growth factors in developed countries: A 1960-2019 growth accounting decomposition," AMSE Working Papers 2033, Aix-Marseille School of Economics, France.
    71. Davide Dottori, 2020. "Robots and employment: evidence from Italy," Questioni di Economia e Finanza (Occasional Papers) 572, Bank of Italy, Economic Research and International Relations Area.
    72. Sezer, Ayse Hazal & Uras, Burak, 2024. "Firms and Unions," Other publications TiSEM 81a58c37-dd82-442d-aab1-b, Tilburg University, School of Economics and Management.
    73. Yoon, Chungeun, 2023. "Technology adoption and jobs: The effects of self-service kiosks in restaurants on labor outcomes," Technology in Society, Elsevier, vol. 74(C).
    74. Arntz, Melanie & Genz, Sabrina & Gregory, Terry & Lehmer, Florian & Zierahn-Weilage, Ulrich, 2024. "De-Routinization in the Fourth Industrial Revolution - Firm-Level Evidence," IZA Discussion Papers 16740, Institute of Labor Economics (IZA).
    75. Fabrizio Leone, 2024. "Multinationals, Robots, and the Labor Share," Working Papers ECARES 2022-17, ULB -- Universite Libre de Bruxelles.
    76. Caselli, Mauro & Fracasso, Andrea & Scicchitano, Sergio & Traverso, Silvio & Tundis, Enrico, 2021. "Stop worrying and love the robot: An activity-based approach to assess the impact of robotization on employment dynamics," GLO Discussion Paper Series 802, Global Labor Organization (GLO).
    77. Florencia Jaccoud & Fabien Petit & Tommaso Ciarli & Maria Savona, 2024. "Automation and Employment over the Technology Life Cycle: Evidence from European Regions," CEPEO Working Paper Series 24-02, UCL Centre for Education Policy and Equalising Opportunities, revised Feb 2024.
    78. Jiyoon Oh, 2025. "The Micro-Level Anatomy of Korea’s Rising Labor Share," Korean Economic Review, Korean Economic Association, vol. 41, pages 175-210.
    79. Brambilla, Irene & César, Andrés & Falcone, Guillermo & Gasparini, Leonardo, 2023. "The impact of robots in Latin America: Evidence from local labor markets," World Development, Elsevier, vol. 170(C).
    80. Wang, Ting & Zhang, Yi & Liu, Chun, 2024. "Robot adoption and employment adjustment: Firm-level evidence from China," China Economic Review, Elsevier, vol. 84(C).
    81. Wang, Jiaxin & Zhao, Mu & Huang, Xiang & Song, Zilong & Sun, Di, 2024. "Supply chain diffusion mechanisms for AI applications: A perspective on audit pricing," International Review of Financial Analysis, Elsevier, vol. 93(C).
    82. Daisuke ADACHI, 2024. "Robots and Wage Polarization: The effects of robot capital by occupation," Discussion papers 24066, Research Institute of Economy, Trade and Industry (RIETI).
    83. Mauro Caselli & Andrea Fracasso & Silvio Traverso, 2021. "Globalization, robotization, and electoral outcomes: Evidence from spatial regressions for Italy," Journal of Regional Science, Wiley Blackwell, vol. 61(1), pages 86-111, January.
    84. Amaresh K Tiwari, 2023. "Automation In An Open, Catching-Up Economy: Aggregate And Microeconometric Evidence," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 144, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    85. Karim Bekhtiar & Benjamin Bittschi & Richard Sellner, 2021. "Robots at Work? Pitfalls of Industry Level Data," EconPol Working Paper 58, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    86. Gilbert Cette & Sandra Nevoux & Loriane Py, 2020. "The Impact of ICTs and Digitalization on Productivity and Labor Share: Evidence from French firms," Working papers 785, Banque de France.
    87. Ozge Demirci & Jonas Hannane & Xinrong Zhu, 2024. "Who Is AI Replacing? The Impact of Generative AI on Online Freelancing Platforms," CESifo Working Paper Series 11276, CESifo.
    88. Michael Koch & Ilya Manuylov, 2022. "Measuring the Technological Bias of Robot Adoption and its Implications for the Aggregate Labor Share," Economics Working Papers 2022-01, Department of Economics and Business Economics, Aarhus University.
    89. Zoran Aralica & Bruno Skrinjaric, 2021. "Adoption of digital and ICT technologies and firms’ productivity," Working Papers 2102, The Institute of Economics, Zagreb.
    90. Cirillo, Valeria & Fanti, Lucrezia & Mina, Andrea & Ricci, Andrea, 2023. "The adoption of digital technologies: Investment, skills, work organisation," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 89-105.
    91. Babina, Tania & Fedyk, Anastassia & He, Alex & Hodson, James, 2024. "Artificial intelligence, firm growth, and product innovation," Journal of Financial Economics, Elsevier, vol. 151(C).
    92. Haarburger, Richard & Stemmler, Henry, 2023. "Taking over the World? Automation and Market Power," EconStor Preprints 281378, ZBW - Leibniz Information Centre for Economics.
    93. Dedola, Luca & Ehrmann, Michael & Hoffmann, Peter & Lamo, Ana & Paz-Pardo, Gonzalo & Slacalek, Jiri & Strasser, Georg, 2023. "Digitalisation and the economy," Working Paper Series 2809, European Central Bank.
    94. Calì, Massimiliano & Presidente, Giorgio, 2021. "Robots For Economic Development," GLO Discussion Paper Series 942, Global Labor Organization (GLO).
    95. Toon Van Overbeke, 2023. "Conflict or cooperation? Exploring the relationship between cooperative institutions and robotisation," British Journal of Industrial Relations, London School of Economics, vol. 61(3), pages 550-573, September.
    96. Wagner, Joachim, 2024. "Robots and extensive margins of exports: Evidence for manufacturing firms from 27 EU countries," KCG Working Papers 33, Kiel Centre for Globalization (KCG).
    97. Bürgisser, Reto, 2023. "Policy Responses to Technological Change in the Workplace," SocArXiv kwxn2, Center for Open Science.
    98. Capello, Roberta & Lenzi, Camilla, 2021. "Industry 4.0 and servitisation: Regional patterns of 4.0 technological transformations in Europe," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    99. Sergio De Nardis & Francesca Parente, 2022. "Technology and task changes in the major EU countries," Contemporary Economic Policy, Western Economic Association International, vol. 40(2), pages 391-413, April.
    100. Cirillo, Valeria & Mina, Andrea & Ricci, Andrea, 2024. "Digital technologies, labor market flows and training: Evidence from Italian employer-employee data," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    101. Markus Menz & Sven Kunisch & Julian Birkinshaw & David J. Collis & Nicolai J. Foss & Robert E. Hoskisson & John E. Prescott, 2021. "Corporate Strategy and the Theory of the Firm in the Digital Age," Journal of Management Studies, Wiley Blackwell, vol. 58(7), pages 1695-1720, November.
    102. Xin, Baogui & Ye, Xiaopu, 2024. "Robotics applications, inclusive employment and income disparity," Technology in Society, Elsevier, vol. 78(C).
    103. Venturini, Francesco, 2022. "Intelligent technologies and productivity spillovers: Evidence from the Fourth Industrial Revolution," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 220-243.
    104. Tiago Neves Sequeira & Susana Garrido & Marcelo Santos, 2021. "Robots are not always bad for employment and wages," International Economics, CEPII research center, issue 167, pages 108-119.
    105. Brzozowski, Michał & Siwińska-Gorzelak, Joanna, 2024. "Did robots make wages less responsive to unemployment?," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    106. Andrea Borsato & Andre Lorentz, 2022. "The Kaldor-Verdoorn Law’s at the Age of Robots and AI," Working Papers of BETA 2022-25, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    107. Caro-Burnett, Johann & Kaneko, Shinji, 2022. "Is Society Ready for AI Ethical Decision Making? Lessons from a Study on Autonomous Cars," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 98(C).
    108. Bunel, Simon & Bijnens, Gert & Botelho, Vasco & Falck, Elisabeth & Labhard, Vincent & Lamo, Ana & Röhe, Oke & Schroth, Joachim & Sellner, Richard & Strobel, Johannes & Anghel, Brindusa, 2024. "Digitalisation and productivity," Occasional Paper Series 339, European Central Bank.
    109. Domini, Giacomo & Grazzi, Marco & Moschella, Daniele & Treibich, Tania, 2021. "Threats and opportunities in the digital era: Automation spikes and employment dynamics," Research Policy, Elsevier, vol. 50(7).
    110. Caselli, Mauro & Fracasso, Andrea & Scicchitano, Sergio & Traverso, Silvio & Tundis, Enrico, 2025. "What workers and robots do: An activity-based analysis of the impact of robotization on changes in local employment," Research Policy, Elsevier, vol. 54(1).
    111. Brand, Claus & Obstbaum, Meri & Coenen, Günter & Sondermann, David & Lydon, Reamonn & Ajevskis, Viktors & Hammermann, Felix & Angino, Siria & Hernborg, Nils & Basso, Henrique & Hertweck, Matthias & Bi, 2021. "Employment and the conduct of monetary policy in the euro area," Occasional Paper Series 275, European Central Bank.
    112. Klump, Rainer & Jurkat, Anne & Schneider, Florian, 2021. "Tracking the rise of robots: A survey of the IFR database and its applications," MPRA Paper 107909, University Library of Munich, Germany.
    113. Valeria Cirillo & Lucrezia Fanti & Andrea Mina & Andrea Ricci, 2021. "Digitalizing Firms: Skills, Work Organization and the Adoption of New Enabling Technologies," LEM Papers Series 2021/04, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    114. Ling Li & Perry Singleton, 2021. "The Effect of Industrial Robots on Workplace Safety," Center for Policy Research Working Papers 239, Center for Policy Research, Maxwell School, Syracuse University.
    115. Benjamin Lerch, 2021. "From Blue to Steel-Collar Jobs: The Decline in Employment Gaps?," IdEP Economic Papers 2102, USI Università della Svizzera italiana.
    116. Daojun Li & Haiqin Wang & Juan Wang, 2024. "Artificial Intelligence and Technological Innovation: Evidence from China’s Strategic Emerging Industries," Sustainability, MDPI, vol. 16(16), pages 1-24, August.
    117. Barth, Erling & Roed, Marianne & Schone, Pal & Umblijs, Janis, 2020. "How Robots Change Within-Firm Wage Inequality," IZA Discussion Papers 13605, Institute of Labor Economics (IZA).
    118. Daron Acemoglu & Gary W. Anderson & David N. Beede & Catherine Buffington & Eric E. Childress & Emin Dinlersoz & Lucia S. Foster & Nathan Goldschlag & John C. Haltiwanger & Zachary Kroff & Pascual Res, 2024. "Automation and the Workforce: A Firm-Level View from the 2019 Annual Business Survey," NBER Chapters, in: Technology, Productivity, and Economic Growth, National Bureau of Economic Research, Inc.
    119. Huang, Keqi & Liu, Qiren & Tang, Chengjian, 2023. "Which firms benefit from robot adoption? Evidence from China," Journal of Asian Economics, Elsevier, vol. 86(C).
    120. Stemmler, Henry, 2023. "Automated Deindustrialization: How Global Robotization Affects Emerging Economies—Evidence from Brazil," World Development, Elsevier, vol. 171(C).
    121. Eren Gürer, 2022. "Rising markups and optimal redistributive taxation," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 29(5), pages 1227-1259, October.
    122. Lamperti, Fabio, 2024. "Unlocking machine learning for social sciences: The case for identifying Industry 4.0 adoption across business restructuring events," Technological Forecasting and Social Change, Elsevier, vol. 207(C).
    123. Bo Chen & Dong Tan, 2023. "Industrial Robots and the Employment Quality of Migrant Workers in the Manufacturing Industry," Sustainability, MDPI, vol. 15(10), pages 1-21, May.
    124. Huang, Keqi & Liu, Qiren, 2024. "Artificial intelligence and outward foreign direct investment: Evidence from China," Journal of Asian Economics, Elsevier, vol. 92(C).
    125. Cortes, Matias & Lerche, Adrian & Schönberg, Uta & Tschopp, Jeanne, 2023. "Technological Change, Firm Heterogeneity and Wage Inequality," IZA Discussion Papers 16070, Institute of Labor Economics (IZA).
    126. Parteka, Aleksandra & Kordalska, Aleksandra, 2023. "Artificial intelligence and productivity: global evidence from AI patent and bibliometric data," Technovation, Elsevier, vol. 125(C).
    127. Filippi, Emilia & Bannò, Mariasole & Trento, Sandro, 2023. "Automation technologies and their impact on employment: A review, synthesis and future research agenda," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
    128. Güven, Barış, 2024. "Has labor-saving technology accelerated? Evidence from industry-level data," Structural Change and Economic Dynamics, Elsevier, vol. 70(C), pages 442-456.
    129. Xiao, De & Yu, Fan & Guo, Chenhao, 2023. "The impact of China's pilot carbon ETS on the labor income share: Based on an empirical method of combining PSM with staggered DID," Energy Economics, Elsevier, vol. 124(C).
    130. Luis R. Diaz Pavez & Inmaculada Martinez-Zarzoso, 2023. "The impact of local and foreign automation on labor market outcomes in emerging countries," Working Papers 2023.01, International Network for Economic Research - INFER.
    131. Jose-Ignacio Anton & David Klenert & Enrique Fernandez-Macias & Maria Cesira Urzi Brancati & Georgios Alaveras, 2020. "The labour market impact of robotisation in Europe," JRC Working Papers on Labour, Education and Technology 2020-06, Joint Research Centre.
    132. Chen, Yang & Cheng, Liang & Lee, Chien-Chiang, 2022. "How does the use of industrial robots affect the ecological footprint? International evidence," Ecological Economics, Elsevier, vol. 198(C).
    133. Simachev, Yu. & Fedyunina, A. & Gorodny, N., 2022. "Global advanced manufacturing markets - a new opportunity for Russia's technological upgrade," Journal of the New Economic Association, New Economic Association, vol. 53(1), pages 202-212.
    134. Du, Longzheng & Lin, Weifen, 2022. "Does the application of industrial robots overcome the Solow paradox? Evidence from China," Technology in Society, Elsevier, vol. 68(C).
    135. Hua Yin & Wen Su, 2024. "Industrial Synergy Agglomeration, Urban Innovation Capacity, and Advanced Manufacturing Development," Economies, MDPI, vol. 12(5), pages 1-28, May.
    136. Michele Fornino & Andrea Manera, 2022. "Automation and the Future of Work: Assessing the Role of Labor Flexibility," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 45, pages 282-321, July.
    137. Wang, Lei & Zhou, Yahong & Chiao, Benjamin, 2023. "Robots and firm innovation: Evidence from Chinese manufacturing," Journal of Business Research, Elsevier, vol. 162(C).
    138. Song, Shuxin & Wen, Jun & Li, Yan & Li, Lingxiao, 2024. "How does digital economy affect green technological innovation in China? New evidence from the “Broadband China” policy," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 1093-1112.
    139. Traverso, Silvio & Vatiero, Massimiliano & Zaninotto, Enrico, 2024. "Automation and flexible labor contracts: Firm-level evidence from Italy," GLO Discussion Paper Series 1425, Global Labor Organization (GLO).
    140. Elliott, Robert J.R. & Kuai, Wenjing & Maddison, David & Ozgen, Ceren, 2024. "Eco-innovation and (green) employment: A task-based approach to measuring the composition of work in firms," Journal of Environmental Economics and Management, Elsevier, vol. 127(C).
    141. Rammer, Christian & Fernández, Gastón P. & Czarnitzki, Dirk, 2022. "Artificial intelligence and industrial innovation: Evidence from German firm-level data," Research Policy, Elsevier, vol. 51(7).
    142. Andreas Baur & Lisandra Flach & Isabella Gourevich & Florian Unger, 2023. "North-South Trade: The Impact of Robotization," CESifo Working Paper Series 10865, CESifo.
    143. Joern Kleinert, 2021. "Organizational capital, technological choice, and firm productivity," Graz Economics Papers 2021-03, University of Graz, Department of Economics.
    144. Stiebale, Joel & Suedekum, Jens & Woessner, Nicole, 2024. "Robots and the rise of European superstar firms," International Journal of Industrial Organization, Elsevier, vol. 97(C).
    145. Kosuke ARAI & Ippei FUJIWARA & Toyoichiro SHIROTA, 2021. "Robot Penetration and Task Changes," Discussion papers 21093, Research Institute of Economy, Trade and Industry (RIETI).
    146. Bertani, Filippo & Raberto, Marco & Teglio, Andrea & Cincotti, Silvano, 2021. "Digital Innovation and its Potential Consequences: the Elasticity Augmenting Approach," MPRA Paper 105326, University Library of Munich, Germany.
    147. Daron Acemoglu & Alex He & Daniel le Maire, 2022. "Eclipse of Rent-Sharing: The Effects of Managers' Business Education on Wages and the Labor Share in the US and Denmark," NBER Working Papers 29874, National Bureau of Economic Research, Inc.
    148. DeStefano, Timothy & Timmis, Jonathan, 2024. "Robots and export quality," Journal of Development Economics, Elsevier, vol. 168(C).
    149. Jiayu Ou & Zhiqiang Zheng & Xiaojing Ou & Naili Zhang, 2024. "Smart City Construction, Artificial Intelligence Development, and the Quality of Export Products: A Study Based on Micro-Level Data of Chinese Enterprises," Sustainability, MDPI, vol. 16(19), pages 1-25, October.
    150. Sandrini, Luca, 2021. "Incentives for labour-augmenting innovations in vertical markets: The role of wage rate," International Journal of Industrial Organization, Elsevier, vol. 75(C).
    151. Lin, Changqing & Xiao, Shengpeng & Yin, Zihui, 2022. "How do industrial robots applications affect the quality upgrade of Chinese export trade?," Telecommunications Policy, Elsevier, vol. 46(10).
    152. Kanit Sangsubhan & Kumpon Pornpattanapaisankul & Pisacha Kambuya, 2023. "Automation and Productivity: Evidence from Thai Manufacturing Firms," PIER Discussion Papers 199, Puey Ungphakorn Institute for Economic Research.
    153. Caroline Lloyd & Jonathan Payne, 2023. "Digital skills in context: Working with robots in lower-skilled jobs," Economic and Industrial Democracy, Department of Economic History, Uppsala University, Sweden, vol. 44(4), pages 1084-1104, November.
    154. Mann, Katja & Pozzoli, Dario, 2024. "Robots and immigration," Journal of Economic Behavior & Organization, Elsevier, vol. 227(C).
    155. Kren, Janez & O'Toole, Conor, 2024. "What drives SME investment in digitalisation? Micro-data evidence for Ireland," Papers WP777, Economic and Social Research Institute (ESRI).
    156. Ioramashvili, Carolin, 2024. "Technological invention and local labour markets: Evidence from France, Germany and the UK," Research Policy, Elsevier, vol. 53(7).
    157. Fan, Haichao & Hu, Yichuan & Tang, Lixin, 2021. "Labor costs and the adoption of robots in China," Journal of Economic Behavior & Organization, Elsevier, vol. 186(C), pages 608-631.
    158. Destefanis, Sergio & Rehman, Naqeeb Ur, 2023. "Investment, innovation activities and employment across European regions," Structural Change and Economic Dynamics, Elsevier, vol. 65(C), pages 474-490.
    159. Siyu Ren & Wenchao Bu, 2024. "Smarter and Sustainable Development: Evaluating the Impact of Artificial Intelligence on Energy Conservation and Emission Reduction," Journal of Information Economics, Anser Press, vol. 2(3), pages 49-69, September.
    160. Deng, Liuchun & Plümpe, Verena & Stegmaier, Jens, 2021. "Robot adoption at German plants," IWH Discussion Papers 19/2020, Halle Institute for Economic Research (IWH), revised 2021.
    161. Chen, Chinchih & Frey, Carl Benedikt & Presidente, Giorgio, 2022. "Automation or globalization? The impacts of robots and Chinese imports on jobs in the United Kingdom," Journal of Economic Behavior & Organization, Elsevier, vol. 204(C), pages 528-542.
    162. Katherine Stapleton & Michael Webb, 2020. "Automation, trade and multinational activity: Micro evidence from Spain," CSAE Working Paper Series 2020-16, Centre for the Study of African Economies, University of Oxford.

  10. Daron Acemoglu & Andrea Manera & Pascual Restrepo, 2020. "Does the US Tax Code Favor Automation?," NBER Working Papers 27052, National Bureau of Economic Research, Inc.

    Cited by:

    1. Cui, Xiaoyong & Gong, Liutang & Li, Wenjian, 2021. "Supply-side optimal capital taxation with endogenous wage inequality," Journal of Public Economics, Elsevier, vol. 198(C).
    2. Eichfelder, Sebastian & Jacob, Martin & Schneider, Kerstin, 2023. "Do tax incentives affect investment quality?," Journal of Corporate Finance, Elsevier, vol. 80(C).
    3. E. Mark Curtis & Daniel G. Garrett & Eric Ohrn & Kevin A. Roberts & Juan Carlos Suarez Serrato, 2022. "Capital Investment and Labor Demand," Working Papers 22-04, Center for Economic Studies, U.S. Census Bureau.
    4. Minouche Shafik, 2021. "Capitalism needs a new social contract [‘Does the US Tax Code Favor Automation?’]," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 37(4), pages 758-772.
    5. Katya Klinova & Anton Korinek, 2021. "AI and Shared Prosperity," Papers 2105.08475, arXiv.org.
    6. Oscar Afonso & Tiago Sequeira & Derick Almeida, 2023. "Technological knowledge and wages: from skill premium to wage polarization," Journal of Economics, Springer, vol. 140(2), pages 93-119, October.
    7. Behrer,Arnold Patrick, 2023. "Man or Machine ? Environmental Consequences of Wage Driven Mechanization in Indian Agriculture," Policy Research Working Paper Series 10376, The World Bank.
    8. Luyu Wang & Gangdong Peng & Yongwen Yang & Xiaoxiang Li, 2024. "Industrial Robot Application and Enterprise Financialization: Empirical Evidence from the Chinese Manufacturing Firm Level," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 15365-15389, September.
    9. Kerstin Hotte & Angelos Theodorakopoulos & Pantelis Koutroumpis, 2021. "Automation and Taxation," Papers 2103.04111, arXiv.org, revised Apr 2022.
    10. Marcel Steffen Eckardt, 2022. "Minimum wages in an automating economy," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 24(1), pages 58-91, February.
    11. Jonas Loebbing, 2020. "Redistributive Income Taxation with Directed Technical Change," CESifo Working Paper Series 8743, CESifo.
    12. Zhang, Xiaomeng & Palivos, Theodore & Liu, Xiangbo, 2021. "Aging and Automation in Economies with Search Frictions," MPRA Paper 107950, University Library of Munich, Germany.
    13. Holzer, Harry J., 2021. "After COVID-19: Building a More Coherent and Effective Workforce Development System in the US," IZA Policy Papers 174, Institute of Labor Economics (IZA).
    14. Orhan Erem Atesagaoglu & Hakki Yazici, 2021. "Optimal Taxation of Capital in the Presence of Declining Labor Share," CESifo Working Paper Series 9101, CESifo.
    15. Kim, Jae-Yoon & Lee, Dongwoo, 2024. "Pension systems revisited in the age of automation and an aging economy," Journal of Economic Behavior & Organization, Elsevier, vol. 228(C).
    16. Nakatani, Ryota, 2024. "Optimal Taxation in the Automated Era," MPRA Paper 121347, University Library of Munich, Germany.
    17. Shafik, Minouche, 2021. "Capitalism needs a new social contract," LSE Research Online Documents on Economics 112213, London School of Economics and Political Science, LSE Library.
    18. Wacks, Johannes, 2021. "Labor Market Polarization with Hand-to-Mouth Households," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242391, Verein für Socialpolitik / German Economic Association.
    19. Orhan Erem Atesagaoglu & Hakki Yazici, 2021. "Optimal Taxation of Capital in the Presence of Declining Labor Share," Bristol Economics Discussion Papers 21/739, School of Economics, University of Bristol, UK.
    20. Daniele Angelini & Stefan Niemann & Florian Roeser, 2024. "Fiscal policy and human capital in the race against the machine," Working Paper Series of the Department of Economics, University of Konstanz 2024-01, Department of Economics, University of Konstanz.
    21. Nakatani, Ryota, 2022. "Optimal fiscal policy in the automated economy," MPRA Paper 115003, University Library of Munich, Germany.

  11. Daron Acemoglu & David Autor & Jonathon Hazell & Pascual Restrepo, 2020. "AI and Jobs: Evidence from Online Vacancies," NBER Working Papers 28257, National Bureau of Economic Research, Inc.

    Cited by:

    1. Cho, Jaehan & DeStefano, Timothy & Kim, Hanhin & Kim, Inchul & Paik, Jin Hyun, 2023. "What's driving the diffusion of next-generation digital technologies?," Technovation, Elsevier, vol. 119(C).
    2. Maciej Beręsewicz & Herman Cherniaiev & Andrzej Mantaj & Robert Pater, 2024. "Text analysis of job offers for mismatch of educational characteristics to labour market demands," Quality & Quantity: International Journal of Methodology, Springer, vol. 58(2), pages 1799-1825, April.
    3. Joshua S. Gans, 2023. "Artificial intelligence adoption in a competitive market," Economica, London School of Economics and Political Science, vol. 90(358), pages 690-705, April.
    4. Francesco Trebbi & Miao Ben Zhang & Michael Simkovic, 2023. "The Cost of Regulatory Compliance in the United States," CESifo Working Paper Series 10589, CESifo.
    5. Nicolaj S{o}ndergaard Muhlbach, 2021. "occ2vec: A principal approach to representing occupations using natural language processing," Papers 2111.02528, arXiv.org, revised Jul 2022.
    6. Benjamin Meindl & Morgan R. Frank & Joana Mendonc{c}a, 2021. "Exposure of occupations to technologies of the fourth industrial revolution," Papers 2110.13317, arXiv.org.
    7. Eiji Yamamura & Ryohei Hayashi, 2022. "AI, Ageing and Brain-Work Productivity: Technological Change in Professional Japanese Chess," Papers 2204.07888, arXiv.org.
    8. Saussay, Aurelien & Sato, Misato & Vona, Francesco & O’Kane, Layla, 2022. "Who’s fit for the low-carbon transition? Emerging skills and wage gaps in job ad data," LSE Research Online Documents on Economics 117254, London School of Economics and Political Science, LSE Library.
    9. Frank W. Geels & Jonatan Pinkse & Dimitri Zenghelis, 2021. "Productivity opportunities and risks in a transformative,low-carbon and digital age," Working Papers 009, The Productivity Institute.
    10. Li, Xin & Liu, Zhaoda & Ye, Yongwei, 2024. "Public data and corporate employment: Evidence from the launch of Chinese public data platform," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 124-144.
    11. Maciej Berk{e}sewicz & Herman Cherniaiev & Robert Pater, 2021. "Estimating the number of entities with vacancies using administrative and online data," Papers 2106.03263, arXiv.org.
    12. Laura Abrardi & Carlo Cambini & Laura Rondi, 2022. "Artificial intelligence, firms and consumer behavior: A survey," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 969-991, September.
    13. Francesco Carbonero & Jeremy Davies & Ekkehard Ernst & Frank M. Fossen & Daniel Samaan & Alina Sorgner, 2023. "The impact of artificial intelligence on labor markets in developing countries: a new method with an illustration for Lao PDR and urban Viet Nam," Journal of Evolutionary Economics, Springer, vol. 33(3), pages 707-736, July.
    14. Czarnitzki, Dirk & Fernández, Gastón P. & Rammer, Christian, 2023. "Artificial intelligence and firm-level productivity," Journal of Economic Behavior & Organization, Elsevier, vol. 211(C), pages 188-205.
    15. Zarifhonarvar, Ali, 2023. "Economics of ChatGPT: A Labor Market View on the Occupational Impact of Artificial Intelligence," EconStor Preprints 268826, ZBW - Leibniz Information Centre for Economics.
    16. Andrea Borsato & André Lorentz, 2023. "Data production and the coevolving AI trajectories: an attempted evolutionary model," Post-Print hal-04401798, HAL.
    17. A. O. Aver’yanov & I. S. Stepus’ & V. A. Gurtov, 2023. "Forecast of Staffing Needs for the Artificial Intelligence Sector in Russia," Studies on Russian Economic Development, Springer, vol. 34(1), pages 86-95, February.
    18. Fossen, Frank M. & Sorgner, Alina, 2022. "New digital technologies and heterogeneous wage and employment dynamics in the United States: Evidence from individual-level data," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    19. Janine Berg & Francis Green & Laura Nurski & David Spencer, 2022. "Risks to job quality from digital technologies- are industrial relations in Europe ready for the challenge?," Bruegel Working Papers node_8318, Bruegel.
    20. Edward Felten & Manav Raj & Robert Seamans, 2021. "Occupational, industry, and geographic exposure to artificial intelligence: A novel dataset and its potential uses," Strategic Management Journal, Wiley Blackwell, vol. 42(12), pages 2195-2217, December.
    21. Carbonero, Francesco & Scicchitano, Sergio, 2021. "Labour and technology at the time of Covid-19. Can artificial intelligence mitigate the need for proximity?," GLO Discussion Paper Series 765, Global Labor Organization (GLO).
    22. Andrea Borsato & Andre Lorentz, 2022. "The Kaldor-Verdoorn Law’s at the Age of Robots and AI," Working Papers of BETA 2022-25, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    23. Hötte, Kerstin & Tarannum, Taheya & Verendel, Vilhelm & Bennett, Lauren, 2024. "Measuring artificial intelligence: A systematic assessment and implications for governance," INET Oxford Working Papers 2024-02, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford.
    24. Alekseeva, Liudmila & Azar, José & Giné, Mireia & Samila, Sampsa & Taska, Bledi, 2021. "The demand for AI skills in the labor market," Labour Economics, Elsevier, vol. 71(C).
    25. Benjamin Lerch, 2021. "From Blue to Steel-Collar Jobs: The Decline in Employment Gaps?," IdEP Economic Papers 2102, USI Università della Svizzera italiana.
    26. Chuan, Amanda & Zhang, Weilong, 2023. "Non-college Occupations, Workplace Routinization, and the Gender Gap in College Enrollment," IZA Discussion Papers 16089, Institute of Labor Economics (IZA).
    27. Tyna Eloundou & Sam Manning & Pamela Mishkin & Daniel Rock, 2023. "GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models," Papers 2303.10130, arXiv.org, revised Aug 2023.
    28. Filippi, Emilia & Bannò, Mariasole & Trento, Sandro, 2023. "Automation technologies and their impact on employment: A review, synthesis and future research agenda," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
    29. Lee, Yong Suk & Kim, Taekyun & Choi, Sukwoong & Kim, Wonjoon, 2022. "When does AI pay off? AI-adoption intensity, complementary investments, and R&D strategy," Technovation, Elsevier, vol. 118(C).
    30. Yvonne Giesing, 2023. "The Impact of Technological Change on Immigration and Immigrants," CESifo Working Paper Series 10876, CESifo.
    31. Jean-Philippe Deranty & Thomas Corbin, 2022. "Artificial Intelligence and work: a critical review of recent research from the social sciences," Papers 2204.00419, arXiv.org.
    32. Rammer, Christian & Fernández, Gastón P. & Czarnitzki, Dirk, 2022. "Artificial intelligence and industrial innovation: Evidence from German firm-level data," Research Policy, Elsevier, vol. 51(7).
    33. Rude, Britta & Giesing, Yvonne, 2022. "Technological Change and Immigration - A Race for Talent or of Displaced Workers," VfS Annual Conference 2022 (Basel): Big Data in Economics 264093, Verein für Socialpolitik / German Economic Association.
    34. Chuan, A. & Zhang, W., 2021. "Non-College Occupations, Workplace Routinization, and the Gender Gap in College Enrollment," Cambridge Working Papers in Economics 2177, Faculty of Economics, University of Cambridge.
    35. Simone Vannuccini & Ekaterina Prytkova, 2021. "Artificial Intelligence’s New Clothes? From General Purpose Technology to Large Technical System," SPRU Working Paper Series 2021-02, SPRU - Science Policy Research Unit, University of Sussex Business School.
    36. Choi, Taelim & Leigh, Nancey Green, 2024. "Artificial intelligence's creation and displacement of labor demand," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    37. Jeffrey, Karen, 2021. "Automation and the future of work: How rhetoric shapes the response in policy preferences," Journal of Economic Behavior & Organization, Elsevier, vol. 192(C), pages 417-433.

  12. Daron Acemoglu & Pascual Restrepo, 2020. "Unpacking Skill Bias: Automation and New Tasks," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-334, Boston University - Department of Economics.

    Cited by:

    1. Luca Eduardo Fierro & Alessandro Caiani & Alberto Russo, 2021. "Automation, job polarisation, and structural change," Working Papers 2021/09, Economics Department, Universitat Jaume I, Castellón (Spain).
    2. Pelin Ozgul & Marie-Christine Fregin & Michael Stops & Simon Janssen & Mark Levels, 2024. "High-skilled Human Workers in Non-Routine Jobs are Susceptible to AI Automation but Wage Benefits Differ between Occupations," Papers 2404.06472, arXiv.org.
    3. Li, Xin & Liu, Zhaoda & Ye, Yongwei, 2024. "Public data and corporate employment: Evidence from the launch of Chinese public data platform," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 124-144.
    4. Lindner, Attila & Murakozy, Balazs & Reizer, Balazs & Schreiner, Ragnhild, 2022. "Firm-level Technological Change and Skill Demand," CEPR Discussion Papers 17421, C.E.P.R. Discussion Papers.
    5. Włoch Renata & Śledziewska Katarzyna & Rożynek Satia, 2024. "How do employees in the Polish financial sector react to automation in their workplace?," International Journal of Contemporary Management, Sciendo, vol. 60(1), pages 185-200.
    6. Henrik Schwabe & Fulvio Castellacci, 2020. "Automation, workers’ skills and job satisfaction," PLOS ONE, Public Library of Science, vol. 15(11), pages 1-26, November.
    7. Ross, Andrew G. & McGregor, Peter G. & Swales, J Kim, 2024. "Labour market dynamics in the era of technological advancements: The system-wide impacts of labour augmenting technological change," Technology in Society, Elsevier, vol. 77(C).
    8. Claudia Fontanari & Antonella Palumbo, 2022. "Permanent Scars:The Effects of Wages on Productivity," Working Papers Series inetwp187, Institute for New Economic Thinking.
    9. Deng, Liuchun & Müller, Steffen & Plümpe, Verena & Stegmaier, Jens, 2023. "Robots, occupations, and worker age: A production-unit analysis of employment," IWH Discussion Papers 5/2023, Halle Institute for Economic Research (IWH).
    10. Ryosuke Shimizu & Shohei Momoda, 2020. "Does Automation Technology increase Wage?," KIER Working Papers 1039, Kyoto University, Institute of Economic Research.
    11. Wang, Ting & Zhang, Yi & Liu, Chun, 2024. "Robot adoption and employment adjustment: Firm-level evidence from China," China Economic Review, Elsevier, vol. 84(C).
    12. Shimizu, Ryosuke & Momoda, Shohei, 2023. "Does automation technology increase wage?," Journal of Macroeconomics, Elsevier, vol. 77(C).
    13. Christian Gunadi & Hanbyul Ryu, 2023. "How Do People Respond When They Know That Robots Will Take Their Jobs?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 85(5), pages 939-958, October.
    14. Rude, Johanna, 2024. "Demographic Change, Automation and the Role of Education," MPRA Paper 120876, University Library of Munich, Germany.
    15. Dedola, Luca & Ehrmann, Michael & Hoffmann, Peter & Lamo, Ana & Paz-Pardo, Gonzalo & Slacalek, Jiri & Strasser, Georg, 2023. "Digitalisation and the economy," Working Paper Series 2809, European Central Bank.
    16. Toon Van Overbeke, 2023. "Conflict or cooperation? Exploring the relationship between cooperative institutions and robotisation," British Journal of Industrial Relations, London School of Economics, vol. 61(3), pages 550-573, September.
    17. Raja Bentaouet Kattan & Kevin Macdonald & Harry Anthony Patrinos, 2021. "The Role of Education in Mitigating Automation’s Effect on Wage Inequality," LABOUR, CEIS, vol. 35(1), pages 79-104, March.
    18. Zhang, Chaoshuai & Qiu, Peng & Zhang, Liang & Hong, Xiaoyu & Wang, Dingqing, 2024. "The impact of digital transformation on enterprises' export stability: Evidence from listed companies in China," International Review of Financial Analysis, Elsevier, vol. 96(PA).
    19. Gunadi, Christian & Ryu, Hanbyul, 2020. "Does the Rise of Robotic Technology Make People Healthier?," GLO Discussion Paper Series 600, Global Labor Organization (GLO).
    20. Ballestar, María Teresa & García-Lazaro, Aida & Sainz, Jorge & Sanz, Ismael, 2022. "Why is your company not robotic? The technology and human capital needed by firms to become robotic," Journal of Business Research, Elsevier, vol. 142(C), pages 328-343.
    21. Ryosuke Shimizu & Shohei Momoda, 2021. "Does Automation Technology increase Wage?," Discussion papers ron343, Policy Research Institute, Ministry of Finance Japan.
    22. Maddalena Honorati & Indhira Santos & Indhira Santos, 2024. "Investing in Skills to Accelerate Job Transitions," World Bank Publications - Reports 42103, The World Bank Group.
    23. Melek Cil & Yildiz Yilmaz Guzey, 2024. "Technology and gender: Understanding the changing dynamics of female unemployment in the G7 countries," Journal of New Economy, Ural State University of Economics, vol. 25(1), pages 26-49, April.
    24. Nenci, Silvia & Fusacchia, Ilaria & Giunta, Anna & Montalbano, Pierluigi & Pietrobelli, Carlo, 2022. "Mapping global value chain participation and positioning in agriculture and food: stylised facts, empirical evidence and critical issues," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 11(2), July.
    25. Freeman, Richard B. & Yang, Buyuan & Zhang, Baitao, 2023. "Data deepening and nonbalanced economic growth," Journal of Macroeconomics, Elsevier, vol. 75(C).
    26. Consolo, Agostino & Cette, Gilbert & Bergeaud, Antonin & Labhard, Vincent & Osbat, Chiara & Kosekova, Stanimira & Anyfantaki, Sofia & Basso, Gaetano & Basso, Henrique & Bobeica, Elena & Ciapanna, Eman, 2021. "Digitalisation: channels, impacts and implications for monetary policy in the euro area," Occasional Paper Series 266, European Central Bank.
    27. Jean-Philippe Deranty & Thomas Corbin, 2022. "Artificial Intelligence and work: a critical review of recent research from the social sciences," Papers 2204.00419, arXiv.org.
    28. Azio Barani, 2021. "Innovazione tecnologica e lavoro: automazione, occupazione e impatti socio-economici," QUADERNI DI ECONOMIA DEL LAVORO, FrancoAngeli Editore, vol. 0(114), pages 51-79.
    29. Arthur Jacobs & Elsy Verhofstadt & Luc Ootegem, 2023. "Unravelling the Link between Automatability and Job Satisfaction," Journal of Labor Research, Springer, vol. 44(3), pages 199-227, December.

  13. Pascual Restrepo, 2019. "Automation and New Tasks: The Implications of the Task Content of Production for Labor Demand," 2019 Meeting Papers 234, Society for Economic Dynamics.

    Cited by:

    1. Ajay Agrawal & Joshua S. Gans & Avi Goldfarb, 2019. "Artificial Intelligence: The Ambiguous Labor Market Impact of Automating Prediction," NBER Working Papers 25619, National Bureau of Economic Research, Inc.
    2. Shiller, Robert J., 2019. "Narratives about technology-induced job degradation then and now," Journal of Policy Modeling, Elsevier, vol. 41(3), pages 477-488.
    3. Robert J. Shiller, 2019. "Narratives about Technology-Induced Job Degradations Then and Now," NBER Working Papers 25536, National Bureau of Economic Research, Inc.
    4. Robert J. Shiller, 2019. "Narratives About Technology-Induced Job Degradation Then and Now," Cowles Foundation Discussion Papers 2168, Cowles Foundation for Research in Economics, Yale University.

  14. Acemoglu, Daron & Restrepo, Pascual, 2019. "The Wrong Kind of AI? Artificial Intelligence and the Future of Labor Demand," CEPR Discussion Papers 14223, C.E.P.R. Discussion Papers.

    Cited by:

    1. Joshua S. Gans, 2023. "Artificial intelligence adoption in a competitive market," Economica, London School of Economics and Political Science, vol. 90(358), pages 690-705, April.
    2. MARINESCU, Gabriela, 2023. "Noile Tehnologii Și Piața Muncii În România [The New Technologies And Labor Market In Romania]," MPRA Paper 119675, University Library of Munich, Germany, revised 18 Feb 2023.
    3. Eiji Yamamura & Ryohei Hayashi, 2022. "AI, Ageing and Brain-Work Productivity: Technological Change in Professional Japanese Chess," Papers 2204.07888, arXiv.org.
    4. Pedota, Mattia & Grilli, Luca & Piscitello, Lucia, 2023. "Technology adoption and upskilling in the wake of Industry 4.0," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
    5. Yeo, Yeongjun & Jung, Sungmoon, 2024. "Assessing the economy-wide impacts of digital transformation in the Korean economy: A social accounting matrix multiplier approach," Telecommunications Policy, Elsevier, vol. 48(10).
    6. Wang, Linhui & Zhao, He & Cao, Zhanglu & Dong, Zhiqing, 2024. "Artificial intelligence and intergenerational occupational mobility," Journal of Asian Economics, Elsevier, vol. 90(C).
    7. Raluca-Florentina Cretu & Daniela Tutui & Viorel-Costin Banta & Elena Claudia Serban & Laura - Eugenia - Lavinia Barna & Romeo-Catalin Cretu, 2024. "Effects of Artificial Intelligence-Based Technologies Implementation s on the Skills Needed in the Automotive Industry A Bibliometric Analysis," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 26(67), pages 801-801, August.
    8. Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Krof & Emin Dinlersoz & Lucia Foster & Nikolas Zolas, 2023. "AI Adoption in America: Who, What, and Where," Working Papers 23-48, Center for Economic Studies, U.S. Census Bureau.
    9. A. A. Ternikov, 2023. "Artificial intelligence and the demand for skills in Russia," Voprosy Ekonomiki, NP Voprosy Ekonomiki, issue 11.
    10. Jin Liu & Kaizhe Chen & Wenjing Lyu, 2024. "Embracing artificial intelligence in the labour market: the case of statistics," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
    11. Kanzola, Anna-Мaria & Papaioannou, Konstantina & Petrakis, Panagiotis, 2024. "Unlocking society's standings in artificial intelligence," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    12. Evangelos Katsamakas, 2024. "Business models for the simulation hypothesis," Papers 2404.08991, arXiv.org.
    13. Moh Hosseinioun & Frank Neffke & Letian Zhang & Hyejin Youn, 2025. "Skill dependencies uncover nested human capital," Nature Human Behaviour, Nature, vol. 9(4), pages 673-687, April.
    14. Salman Bahoo & Marco Cucculelli & Xhoana Goga & Jasmine Mondolo, 2024. "Artificial intelligence in Finance: a comprehensive review through bibliometric and content analysis," SN Business & Economics, Springer, vol. 4(2), pages 1-46, February.
    15. Katya Klinova & Anton Korinek, 2021. "AI and Shared Prosperity," Papers 2105.08475, arXiv.org.
    16. Jos'e-Ignacio Ant'on & Rudolf Winter-Ebmer & Enrique Fern'andez-Mac'ias, 2022. "Does robotization affect job quality? Evidence from European regional labour markets," Papers 2208.14248, arXiv.org.
    17. Laura Abrardi & Carlo Cambini & Laura Rondi, 2022. "Artificial intelligence, firms and consumer behavior: A survey," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 969-991, September.
    18. Lan, Sen & Cui, Maosheng, 2024. "Enterprise digital transformation and employment: Spillover effect within supply chains," Finance Research Letters, Elsevier, vol. 67(PB).
    19. Judith Clifton & Amy Glasmeier & Mia Gray, 2020. "When machines think for us: the consequences for work and place," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 13(1), pages 3-23.
    20. Oliver Kovacs, 2022. "Inclusive Industry 4.0 in Europe—Japanese Lessons on Socially Responsible Industry 4.0," Social Sciences, MDPI, vol. 11(1), pages 1-26, January.
    21. Stefan Jestl, 2022. "Industrial Robots, and Information and Communication Technology: The Employment Effects in EU Labour Markets," wiiw Working Papers 215, The Vienna Institute for International Economic Studies, wiiw.
    22. Haefner, Naomi & Parida, Vinit & Gassmann, Oliver & Wincent, Joakim, 2023. "Implementing and scaling artificial intelligence: A review, framework, and research agenda," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
    23. Shi Wang & Shanshan Wang, 2025. "Will Participation in Dual Value Chains Promote Manufacturing Upgrades and Green Development?," Sustainability, MDPI, vol. 17(9), pages 1-29, May.
    24. Antonietti, Roberto & Burlina, Chiara & Rodriguez-Pose, Andres, 2025. "Digital technology and regional income inequality: are better institutions the solution?," LSE Research Online Documents on Economics 127062, London School of Economics and Political Science, LSE Library.
    25. Mihai Mutascu, 2021. "Artificial intelligence and unemployment: New insights," Post-Print hal-03528263, HAL.
    26. Decheng Fan & Kairan Liu, 2021. "The Relationship between Artificial Intelligence and China’s Sustainable Economic Growth: Focused on the Mediating Effects of Industrial Structural Change," Sustainability, MDPI, vol. 13(20), pages 1-15, October.
    27. Rathi, Sawan & Majumdar, Adrija & Chatterjee, Chirantan, 2024. "Did the COVID-19 pandemic propel usage of AI in pharmaceutical innovation? New evidence from patenting data," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
    28. Stefania Albanesi & António Dias da Silva & Juan F. Jimeno & Ana Lamo & Alena Wabitsch, 2023. "New Technologies and Jobs in Europe," NBER Working Papers 31357, National Bureau of Economic Research, Inc.
    29. Zhou, Zhongsheng & Li, Zhuo & Du, Shanzhong & Cao, June, 2024. "Robot adoption and enterprise R&D manipulation: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    30. Chu, Yihe & Li, Yujia & Che, Ming, 2024. "Population aging and the dynamics of the skill income gap: An analysis of a multiple mediation effect," Finance Research Letters, Elsevier, vol. 62(PB).
    31. Usabiaga, Carlos & Núñez, Fernando & Arendt, Lukasz & Gałecka-Burdziak, Ewa & Pater, Robert, 2022. "Skill requirements and labour polarisation: An association analysis based on Polish online job offers," Economic Modelling, Elsevier, vol. 115(C).
    32. Wang, Linhui & Cao, Zhanglu & Dong, Zhiqing, 2023. "Are artificial intelligence dividends evenly distributed between profits and wages? Evidence from the private enterprise survey data in China," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 342-356.
    33. Xie, Mengmeng & Ding, Lin & Xia, Yan & Guo, Jianfeng & Pan, Jiaofeng & Wang, Huijuan, 2021. "Does artificial intelligence affect the pattern of skill demand? Evidence from Chinese manufacturing firms," Economic Modelling, Elsevier, vol. 96(C), pages 295-309.
    34. A. O. Aver’yanov & I. S. Stepus’ & V. A. Gurtov, 2023. "Forecast of Staffing Needs for the Artificial Intelligence Sector in Russia," Studies on Russian Economic Development, Springer, vol. 34(1), pages 86-95, February.
    35. Anabela Marques Santos & Francesco Molica & Carlos Torrecilla Salinas, 2024. "EU-funded investment in Artificial Intelligence and regional specialization," GEE Papers 181, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Jul 2024.
    36. Janine Berg & Francis Green & Laura Nurski & David Spencer, 2022. "Risks to job quality from digital technologies- are industrial relations in Europe ready for the challenge?," Bruegel Working Papers node_8318, Bruegel.
    37. Ali Trabelsi Karoui & Sonia Sayari & Wael Dammak & Ahmed Jeribi, 2024. "Unveiling Outperformance: A Portfolio Analysis of Top AI-Related Stocks against IT Indices and Robotics ETFs," Risks, MDPI, vol. 12(3), pages 1-21, March.
    38. Mai, Ruidong, 2025. "Digital transformation and corporate donations from the perspective of legitimacy management," Research in International Business and Finance, Elsevier, vol. 73(PB).
    39. Gökhan Murat & Belemir Şengül, 2023. "Yapay Zekânın İstihdama Yönelik Etkileri: Bir Sosyal Politika Önlemi Olarak Evrensel Temel Gelir," Journal of Social Policy Conferences, Istanbul University, Faculty of Economics, issue 85, pages 199-213, December.
    40. Ballestar, María Teresa & Díaz-Chao, Ángel & Sainz, Jorge & Torrent-Sellens, Joan, 2021. "Impact of robotics on manufacturing: A longitudinal machine learning perspective," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    41. Carlos Victoria & J. Ignacio Conde-Ruiz & Juan-José Ganuza, 2024. "AI and Digital Technology: Gender Gaps in Higher Education," Working Papers 1450, Barcelona School of Economics.
    42. Wang, Jiaxin & Zhao, Mu & Huang, Xiang & Song, Zilong & Sun, Di, 2024. "Supply chain diffusion mechanisms for AI applications: A perspective on audit pricing," International Review of Financial Analysis, Elsevier, vol. 93(C).
    43. James E. Archsmith & Anthony Heyes & Matthew J. Neidell & Bhaven N. Sampat, 2021. "The Dynamics of Inattention in the (Baseball) Field," NBER Working Papers 28922, National Bureau of Economic Research, Inc.
    44. Yuchen Liu & Yinguo Dong & Weiwen Qian, 2024. "The impact of digital transformation on the quality and safety level of agricultural exports: evidence from Chinese listed companies," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-19, December.
    45. S nziana-Maria Rindasu & Liliana Ionescu-Feleaga & Bogdan-Stefan onescu & Ioan Dan Topor, 2023. "Digitalisation and Skills Adequacy as Determinants of Innovation for Sustainable Development in EU Countries: A PLS-SEM Approach," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 25(S17), pages 968-968, November.
    46. Gregory Weitzner, 2024. "Reputational Algorithm Aversion," Papers 2402.15418, arXiv.org, revised Jul 2024.
    47. Nazareno, Luísa & Schiff, Daniel S., 2021. "The impact of automation and artificial intelligence on worker well-being," Technology in Society, Elsevier, vol. 67(C).
    48. Evangelos Katsamakas & Oleg V. Pavlov & Ryan Saklad, 2024. "Artificial intelligence and the transformation of higher education institutions," Papers 2402.08143, arXiv.org.
    49. Hamza Saoudi, 2021. "The Impact of New Technologies on Employment and the Workforce: What are the Implications for Developing Countries, Especially in Africa?," Books & Reports, Policy Center for the New South, number 2102.
    50. Li, Chengming & Huo, Peng & Wang, Zeyu & Zhang, Weiguang & Liang, Feiyan & Mardani, Abbas, 2023. "Digitalization generates equality? Enterprises’ digital transformation, financing constraints, and labor share in China," Journal of Business Research, Elsevier, vol. 163(C).
    51. Torrent-Sellens, Joan, 2024. "Digital transition, data-and-tasks crowd-based economy, and the shared social progress: Unveiling a new political economy from a European perspective," Technology in Society, Elsevier, vol. 79(C).
    52. László Czaller & Rikard H. Eriksson & Balázs Lengyel, 2021. "Reducing automation risk through career mobility: Where and for whom?," Papers in Regional Science, Wiley Blackwell, vol. 100(6), pages 1545-1569, December.
    53. Bürgisser, Reto, 2023. "Policy Responses to Technological Change in the Workplace," SocArXiv kwxn2, Center for Open Science.
    54. Wang, Linhui & Wang, Hui & Cao, Zhanglu & He, Yongda & Dong, Zhiqing & Wang, Shixiang, 2022. "Can industrial intellectualization reduce carbon emissions? — Empirical evidence from the perspective of carbon total factor productivity in China," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    55. Tiago Neves Sequeira & Susana Garrido & Marcelo Santos, 2021. "Robots are not always bad for employment and wages," International Economics, CEPII research center, issue 167, pages 108-119.
    56. George Loewenstein & Zachary Wojtowicz, 2023. "The Economics of Attention," CESifo Working Paper Series 10712, CESifo.
    57. Liu, Liang & Yang, Kun & Fujii, Hidemichi & Liu, Jun, 2021. "Artificial Intelligence and Energy Intensity in China’s Industrial Sector: Effect and Transmission Channel," MPRA Paper 106333, University Library of Munich, Germany.
    58. Kovács, Olivér, 2022. "Inkluzív kormányzás az ipar 4.0 korában - Japán példája [Inclusive governance in the age of Industry 4.0 - The example of Japan]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(2), pages 255-277.
    59. Catherine E. Sanders & Kennedy A. Mayfield-Smith & Alexa J. Lamm, 2021. "Exploring Twitter Discourse around the Use of Artificial Intelligence to Advance Agricultural Sustainability," Sustainability, MDPI, vol. 13(21), pages 1-14, October.
    60. Daxing Chen & Helian Xu & Guangya Zhou, 2024. "Has Artificial Intelligence Promoted Manufacturing Servitization: Evidence from Chinese Enterprises," Sustainability, MDPI, vol. 16(6), pages 1-19, March.
    61. Liu, Jun & Liu, Liang & Qian, Yu & Song, Shunfeng, 2022. "The effect of artificial intelligence on carbon intensity: Evidence from China's industrial sector," Socio-Economic Planning Sciences, Elsevier, vol. 83(C).
    62. Yuan, Sai & Zhou, Ran & Li, Mengna & Lv, Chengchao, 2023. "Investigating the influence of digital technology application on employee compensation," Technological Forecasting and Social Change, Elsevier, vol. 195(C).
    63. Sholler, Dan & MacInnes, Ian, 2022. "The economic impact of AI on employment and income disparities," 31st European Regional ITS Conference, Gothenburg 2022: Reining in Digital Platforms? Challenging monopolies, promoting competition and developing regulatory regimes 265669, International Telecommunications Society (ITS).
    64. Alekseeva, Liudmila & Azar, José & Giné, Mireia & Samila, Sampsa & Taska, Bledi, 2021. "The demand for AI skills in the labor market," Labour Economics, Elsevier, vol. 71(C).
    65. Marcel Steffen Eckardt, 2022. "Minimum wages in an automating economy," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 24(1), pages 58-91, February.
    66. Anton Korinek, 2019. "Integrating Ethical Values and Economic Value to Steer Progress in Artificial Intelligence," NBER Working Papers 26130, National Bureau of Economic Research, Inc.
    67. Huynh, Toan Luu Duc & Hille, Erik & Nasir, Muhammad Ali, 2020. "Diversification in the age of the 4th industrial revolution: The role of artificial intelligence, green bonds and cryptocurrencies," Technological Forecasting and Social Change, Elsevier, vol. 159(C).
    68. Goel, Rajeev K. & Nelson, Michael A., 2023. "Awareness of artificial intelligence: Diffusion of information about AI versus ChatGPT in the United States," Kiel Working Papers 2259, Kiel Institute for the World Economy (IfW Kiel).
    69. Gutierrez-Lythgoe, Antonio, 2023. "Movilidad urbana sostenible: Predicción de demanda con Inteligencia Artificial [Sustainable Urban Mobility: Demand Prediction with Artificial Intelligence]," MPRA Paper 117103, University Library of Munich, Germany.
    70. Xianhong Xiang & Guoge Yang & Hui Sun, 2022. "The Impact of the Digital Economy on Low-Carbon, Inclusive Growth: Promoting or Restraining," Sustainability, MDPI, vol. 14(12), pages 1-27, June.
    71. Julia Bock-Schappelwein & Andrea Egger, 2023. "Arbeitsmarkt 2030. Rückschlüsse für Österreich," WIFO Studies, WIFO, number 71172.
    72. Jasmine Mondolo, 2022. "The composite link between technological change and employment: A survey of the literature," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1027-1068, September.
    73. Li, Hongyu & Lu, Zhiqiang & Zhang, Zhengping & Tanasescu, Cristina, 2025. "How does artificial intelligence affect manufacturing firms' energy intensity?," Energy Economics, Elsevier, vol. 141(C).
    74. Emin Dinlersoz & Can Dogan & Nikolas Zolas, 2024. "Starting Up AI," Working Papers 24-09, Center for Economic Studies, U.S. Census Bureau.
    75. Luigi Marengo, 2019. "Is this time different? A note on automation and labour in the fourth industrial revolution," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 46(3), pages 323-331, September.
    76. David A. Green, 2023. "Basic income and the labour market: Labour supply, precarious work and technological change," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 56(4), pages 1195-1220, November.
    77. Kai Jia & Nan Zhang, 2022. "Categorization and eccentricity of AI risks: a comparative study of the global AI guidelines," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(1), pages 59-71, March.
    78. Sarah Bankins & Paul Formosa, 2023. "The Ethical Implications of Artificial Intelligence (AI) For Meaningful Work," Journal of Business Ethics, Springer, vol. 185(4), pages 725-740, July.
    79. Gherhes, Cristian & Yu, Zhen & Vorley, Tim & Xue, Lan, 2023. "Technological trajectories as an outcome of the structure-agency interplay at the national level: Insights from emerging varieties of AI," World Development, Elsevier, vol. 168(C).
    80. Nippani, Abishek, 2020. "Automation and Labour in India: Policy Implications of Job Polarisation pre and post COVID-19 crisis," SocArXiv h9gaw, Center for Open Science.
    81. Ke An & Yike Shan & Sheng Shi, 2022. "Impact of Industrial Intelligence on Total Factor Productivity," Sustainability, MDPI, vol. 14(21), pages 1-21, November.
    82. Ciaffi, Giovanna & Deleidi, Matteo & Di Bucchianico, Stefano, 2024. "Stagnation despite ongoing innovation: Is R&D expenditure composition a missing link? An empirical analysis for the US (1948–2019)," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
    83. Lee, Chien-Chiang & Qin, Shuai & Li, Yaya, 2022. "Does industrial robot application promote green technology innovation in the manufacturing industry?," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    84. Mao Wu & Ying Ma & Yu Gao & Zhanhui Ji, 2024. "The impact of digital economy on income inequality from the perspective of technological progress-biased transformation: evidence from China," Empirical Economics, Springer, vol. 67(2), pages 567-607, August.
    85. Chen, Yang & Cheng, Liang & Lee, Chien-Chiang, 2022. "How does the use of industrial robots affect the ecological footprint? International evidence," Ecological Economics, Elsevier, vol. 198(C).
    86. Zhang, Xinchun & Yu, Qi & Liu, Jianxu & He, Ying & Xu, Aijia, 2024. "The application of industrial robots and changes in capital-labour income disparity in China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 42-56.
    87. Pascal Stiefenhofer, 2025. "Techno-Feudalism and the Rise of AGI: A Future Without Economic Rights?," Papers 2503.14283, arXiv.org.
    88. Azar, José & Alekseeva, Liudmila & Gine, Mireia & Samila, Sampsa & Taska, Bledi, 2020. "The Demand for AI Skills in the Labor Market," CEPR Discussion Papers 14320, C.E.P.R. Discussion Papers.
    89. Atheendar S Venkataramani & Rourke O’Brien & Gregory L Whitehorn & Alexander C Tsai, 2020. "Economic influences on population health in the United States: Toward policymaking driven by data and evidence," PLOS Medicine, Public Library of Science, vol. 17(9), pages 1-17, September.
    90. Demiralay, Sercan & Gencer, Hatice Gaye & Bayraci, Selcuk, 2021. "How do Artificial Intelligence and Robotics Stocks co-move with traditional and alternative assets in the age of the 4th industrial revolution? Implications and Insights for the COVID-19 period," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    91. Yurii Zaitsev & Oleksandra Moskalenko, 2022. "Civilization Principles of Transformation of Values of Economic and Society Development under the Conditions of Artificial Intelligence Expansion," Economic Studies journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 8, pages 65-86.
    92. Nicholas A. Ashford & Ralph P. Hall & Johan Arango-Quiroga & Kyriakos A. Metaxas & Amy L. Showalter, 2020. "Addressing Inequality: The First Step Beyond COVID-19 and Towards Sustainability," Sustainability, MDPI, vol. 12(13), pages 1-43, July.
    93. Jean-Philippe Deranty & Thomas Corbin, 2022. "Artificial Intelligence and work: a critical review of recent research from the social sciences," Papers 2204.00419, arXiv.org.
    94. Xiaohan Liu & Jianmin Liu & Jia Liu & Jinguang Wu & Yu Hao, 2025. "Does a reduction in the pension insurance contribution ratio promote firm productivity? Evidence from a quasinatural experiment in China," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 30(1), pages 665-688, January.
    95. Shuguang Liu & Xiaowen Tang & Yubin Zhao, 2024. "Global Value Chain Participation, Employment Structure, and Urban–Rural Income Gap in the Context of Sustainable Development," Sustainability, MDPI, vol. 16(5), pages 1-19, February.
    96. Dahlke, Johannes & Beck, Mathias & Kinne, Jan & Lenz, David & Dehghan, Robert & Wörter, Martin & Ebersberger, Bernd, 2024. "Epidemic effects in the diffusion of emerging digital technologies: evidence from artificial intelligence adoption," Research Policy, Elsevier, vol. 53(2).
    97. Paul A. Schulte & Ivo Iavicoli & Luca Fontana & Stavroula Leka & Maureen F. Dollard & Acran Salmen-Navarro & Fernanda J. Salles & Kelly P. K. Olympio & Roberto Lucchini & Marilyn Fingerhut & Francesco, 2022. "Occupational Safety and Health Staging Framework for Decent Work," IJERPH, MDPI, vol. 19(17), pages 1-28, August.
    98. Evangelos Katsamakas & Oleg V. Pavlov & Ryan Saklad, 2024. "Artificial Intelligence and the Transformation of Higher Education Institutions: A Systems Approach," Sustainability, MDPI, vol. 16(14), pages 1-21, July.
    99. Camiña, Ester & Díaz-Chao, Ángel & Torrent-Sellens, Joan, 2020. "Automation technologies: Long-term effects for Spanish industrial firms," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    100. Zhang, Hongyuan & Ding, Yibing & Niu, Jing & Jung, Samuel, 2024. "How artificial intelligence affects international industrial transfer — Evidence from industrial robot application," Journal of Asian Economics, Elsevier, vol. 95(C).
    101. J.S. Keshminder & Md Aslam Mia & Mohammad Nourani & Miao Zhang, 2022. "Gig employment in the Malaysian manufacturing industry: a cross‐sectional analysis," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 36(1), pages 48-66, May.
    102. Carl Gahnberg, 2021. "What rules? Framing the governance of artificial agency [The wrong kind of AI? Artificial intelligence and the future of labour demand]," Policy and Society, Darryl S. Jarvis and M. Ramesh, vol. 40(2), pages 194-210.
    103. Yituan Liu & Yabin Bian & Wenhao Zhang, 2022. "How Does Enterprises’ Digital Transformation Impact the Educational Structure of Employees? Evidence from China," Sustainability, MDPI, vol. 14(15), pages 1-25, August.
    104. Joan Torrent-Sellens & Ana Isabel Jiménez-Zarco & Francesc Saigí-Rubió, 2021. "Do People Trust in Robot-Assisted Surgery? Evidence from Europe," IJERPH, MDPI, vol. 18(23), pages 1-20, November.
    105. Han, Jie & Jiang, Cailou & Liu, Rong, 2023. "Does intelligent transformation trigger technology innovation in China's NEV enterprises?," Energy, Elsevier, vol. 270(C).
    106. Kristin A. Horan & Mindy K. Shoss & Cynthia Mejia & Katherine Ciarlante, 2021. "Industry Context as an Essential Tool for the Future of Healthy and Safe Work: Illustrative Examples for Occupational Health Psychology from the Hospitality Industry," IJERPH, MDPI, vol. 18(20), pages 1-14, October.

  15. Tarek Benjamin Moll & Lukasz Rachel & Pascual Restrepo, 2019. "Uneven Growth: Automation’s Impact on Income and Wealth Inequality," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-333, Boston University - Department of Economics.

    Cited by:

    1. Aghion, Philippe & Antonin, Celine & Bunel, Simon & Jaravel, Xavier Laurent, 2023. "Modern manufacturing capital, labor demand and product market dynamics: evidence from France," LSE Research Online Documents on Economics 121340, London School of Economics and Political Science, LSE Library.
    2. Ngai, Liwa Rachel & Sevinc, Orhun, 2020. "A Multisector Perspective on Wage Stagnation," CEPR Discussion Papers 14855, C.E.P.R. Discussion Papers.
    3. Philippe Aghion & Céline Antonin & Simon Bunel & Xavier Jaravel, 2020. "What Are the Labor and Product Market Effects of Automation? New Evidence from France," Post-Print hal-03384668, HAL.
    4. Drago Bergholt & Francesco Furlanetto & Nicolò Maffei-Faccioli, 2022. "The Decline of the Labor Share: New Empirical Evidence," American Economic Journal: Macroeconomics, American Economic Association, vol. 14(3), pages 163-198, July.
    5. Rajssa Mechelli & Andrea Colciago, 2020. "Competition and Inequality," Economics Series Working Papers 914, University of Oxford, Department of Economics.
    6. Kerstin Hotte & Angelos Theodorakopoulos & Pantelis Koutroumpis, 2021. "Automation and Taxation," Papers 2103.04111, arXiv.org, revised Apr 2022.
    7. Santini, Tommaso, 2022. "Automation with heterogeneous agents: The effect on consumption inequality," IWH Discussion Papers 28/2022, Halle Institute for Economic Research (IWH).
    8. M. Battisti & M. Del Gatto & A. F. Gravina & C. F. Parmeter, 2021. "Robots versus labor skills: a complementarity/substitutability analysis," Working Paper CRENoS 202104, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    9. Rodrigo Adão & Martin Beraja & Nitya Pandalai-Nayar, 2020. "Technological Transitions with Skill Heterogeneity Across Generations," NBER Working Papers 26625, National Bureau of Economic Research, Inc.
    10. Ben Moll, 2020. "The Research Agenda: Ben Moll on the Rich Interactions between Inequality and the Macroeconomy," EconomicDynamics Newsletter, Review of Economic Dynamics, vol. 21(2), November.

  16. Daron Acemoglu & Pascual Restrepo, 2019. "Automation and New Tasks: How Technology Displaces and Reinstates Labor," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-315, Boston University - Department of Economics.

    Cited by:

    1. Caselli, Mauro & Fracasso, Andrea & Traverso, Silvio, 2021. "Robots and risk of COVID-19 workplace contagion: Evidence from Italy," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    2. Lekfuangfu, Warn N. & Nakavachara, Voraprapa, 2021. "Reshaping Thailand's labor market: The intertwined forces of technology advancements and shifting supply chains," Economic Modelling, Elsevier, vol. 102(C).
    3. Anthony Strittmatter & Uwe Sunde & Dainis Zegners, 2020. "Life cycle patterns of cognitive performance over the long run," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 117(44), pages 27255-27261, November.
    4. Edin, Per-Anders & Evans, Tiernan & Graetz, Georg & Hernnäs, Sofia & Michaels, Guy, 2019. "Individual Consequences of Occupational Decline," IZA Discussion Papers 12434, Institute of Labor Economics (IZA).
    5. Aniruddh Mohan & Parth Vaishnav, 2022. "Impact of automation on long haul trucking operator-hours in the United States," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-10, December.
    6. Wadho, Waqar & Chaudhry, Azam, 2024. "Measuring process innovation outputs and understanding their implications for firms and workers: Evidence from Pakistan," Technovation, Elsevier, vol. 136(C).
    7. Zsofia Barany & Christian Siegel, 2020. "Biased Technological Change and Employment Reallocation," Post-Print hal-03493308, HAL.
    8. Gregory Casey, 2025. "A Note on Teaching Automation in Undergraduate Courses," Journal of Economics Teaching, Journal of Economics Teaching, vol. 10(1), pages 52-66, January.
    9. Johanna Deperi & Ludovic Dibiaggio & Mohamed Keita & Lionel Nesta, 2023. "Ideas Without Scale in French Artificial Intelligence Innovations," Post-Print hal-04144817, HAL.
    10. Juthathip Jongwanich, 2024. "The Digital Economy in Thailand: Potential and Policies," Discussion Papers 80, Thammasat University, Faculty of Economics, revised Jan 2024.
    11. Tao Chen & Shuwen Pi & Qing Sophie Wang, 2025. "Artificial Intelligence and Corporate Investment Efficiency: Evidence from Chinese Listed Companies," Working Papers in Economics 25/05, University of Canterbury, Department of Economics and Finance.
    12. Luca Eduardo Fierro & Alessandro Caiani & Alberto Russo, 2021. "Automation, job polarisation, and structural change," Working Papers 2021/09, Economics Department, Universitat Jaume I, Castellón (Spain).
    13. Raphael Auer & David Köpfer & Josef Švéda & Raphael A. Auer, 2024. "The Rise of Generative AI: Modelling Exposure, Substitution, and Inequality Effects on the US Labour Market," CESifo Working Paper Series 11410, CESifo.
    14. Cordina Rada & Daniele Tavani & Rudiger von Arnim & Luca Zamparelli, 2022. "Classical and Keynesian models of inequality and stagnation," FMM Working Paper 83-2022, IMK at the Hans Boeckler Foundation, Macroeconomic Policy Institute.
    15. Savin, Ivan & Ott, Ingrid & Konop, Chris, 2022. "Tracing the evolution of service robotics: Insights from a topic modeling approach," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    16. Benjamin Meindl & Morgan R. Frank & Joana Mendonc{c}a, 2021. "Exposure of occupations to technologies of the fourth industrial revolution," Papers 2110.13317, arXiv.org.
    17. Andreas Schaefer & Maik T. Schneider, 2024. "Public Policy Responses to AI," Graz Economics Papers 2024-06, University of Graz, Department of Economics.
    18. Engberg, Erik & Koch, Michael & Lodefalk, Magnus & Schroeder, Sarah, 2023. "Artificial Intelligence, Tasks, Skills and Wages: Worker-Level Evidence from Germany," Ratio Working Papers 371, The Ratio Institute.
    19. Minnis, Michael & Sutherland, Andrew G. & Vetter, Felix W., 2024. "Financial statements not required," Journal of Accounting and Economics, Elsevier, vol. 78(2).
    20. Autor, David & Dorn, David & Katz, Lawrence F. & Patterson, Christina & Van Reenen, John, 2020. "The fall of the labor share and the rise of superstar firms," LSE Research Online Documents on Economics 104480, London School of Economics and Political Science, LSE Library.
    21. Andrea L. Eisfeldt & Antonio Falato & Mindy Z. Xiaolan, 2023. "Human Capitalists," NBER Macroeconomics Annual, University of Chicago Press, vol. 37(1), pages 1-61.
    22. Kevin Genna & Christian Ghiglino & Kazuo Nishimura & Alain Venditti, 2021. "Knowledge-Based Structural Change," AMSE Working Papers 2119, Aix-Marseille School of Economics, France.
    23. Benjamin Moll & Lukasz Rachel & Pascual Restrepo, 2021. "Uneven Growth: Automation's Impact on Income and Wealth Inequality," NBER Working Papers 28440, National Bureau of Economic Research, Inc.
    24. Spencer Bastani & Daniel Waldenström, 2024. "AI, Automation and Taxation," CESifo Working Paper Series 11084, CESifo.
    25. Ongena, Steven & Saffar, Walid & Sun, Yuan & Wei, Lai, 2025. "Movables as collateral and corporate credit: Loan-level evidence from legal reforms across Europe," Journal of Banking & Finance, Elsevier, vol. 170(C).
    26. Zhang, Yun & Qu, Yuxuan, 2024. "Has the digital economy improved the consumption of poor and subsistence households?," China Economic Review, Elsevier, vol. 83(C).
    27. López Noria Gabriela, 2021. "Effects of Trade and Technology on the Mexican Labor Market," Working Papers 2021-22, Banco de México.
    28. Barış Kaymak & Immo Schott, 2024. "Do Higher Markups Lower Labor’s Share of Income?," Economic Commentary, Federal Reserve Bank of Cleveland, vol. 2024(02), pages 1-6, February.
    29. Montobbio, Fabio & Staccioli, Jacopo & Virgillito, Maria Enrica & Vivarelli, Marco, 2020. "Robots and the Origin of Their Labour-Saving Impact," IZA Discussion Papers 12967, Institute of Labor Economics (IZA).
    30. Lai, Shaojie & Chen, Lihan & Wang, Qing Sophie & Anderson, Hamish D., 2023. "Bank competition and corporate employment: Evidence from the geographic distribution of bank branches in China," Journal of Banking & Finance, Elsevier, vol. 154(C).
    31. David Autor & Caroline Chin & Anna Salomons & Bryan Seegmiller, 2024. "New Frontiers: The Origins and Content of New Work, 1940–2018," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(3), pages 1399-1465.
    32. Wei Qian & Yongsheng Wang, 2022. "How Do Rising Labor Costs Affect Green Total Factor Productivity? Based on the Industrial Intelligence Perspective," Sustainability, MDPI, vol. 14(20), pages 1-19, October.
    33. Maria Petrova & Gregor Schubert & Bledi Taska & Pinar Yildirim, 2025. "Robotization and the Political Response of Politicians," NBER Chapters, in: The Political Economy of Artificial Intelligence, National Bureau of Economic Research, Inc.
    34. Karishma Banga & Pankhury Harbansh & Surendar Singh, 2023. "Digital de-industrialization, global value chains, and structural transformation: Empirical evidence from low- and middle-income countries," WIDER Working Paper Series wp-2023-65, World Institute for Development Economic Research (UNU-WIDER).
    35. Yashiv, Eran, 2020. "Moving from a Poor Economy to a Rich One: The Contradictory Roles of Technology and Job Tasks," IZA Discussion Papers 13131, Institute of Labor Economics (IZA).
    36. Di Domenico, Lorenzo & Raberto, Marco & Safarzynska, Karolina, 2023. "Resource scarcity, circular economy and the energy rebound: A macro-evolutionary input-output model," Energy Economics, Elsevier, vol. 128(C).
    37. Huang, Xu & Hu, Yan & Dong, Zhiqiang, 2019. "The macroeconomic consequences of artificial intelligence: A theoretical framework," Economics Discussion Papers 2019-48, Kiel Institute for the World Economy (IfW Kiel).
    38. Guendalina Anzolin, 2021. "Automation and its Employment Effects: A Literature Review of Automotive and Garment Sectors," JRC Working Papers on Labour, Education and Technology 2021-16, Joint Research Centre.
    39. Oschinski, Matthias, 2023. "Assessing the Impact of Artificial Intelligence on Germany's Labor Market: Insights from a ChatGPT Analysis," MPRA Paper 118300, University Library of Munich, Germany.
    40. Nikolova, Milena & Cnossen, Femke & Nikolaev, Boris, 2023. "Robots, Meaning, and Self-Determination," IZA Discussion Papers 16656, Institute of Labor Economics (IZA).
    41. Thomas Gries & Wim Naudé, 2022. "Modelling artificial intelligence in economics," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 56(1), pages 1-13, December.
    42. Carl-Johan Dalgaard & Morten Olsen, 2025. "Has the real rate of return “depreciated”?," Journal of Economic Growth, Springer, vol. 30(1), pages 49-85, March.
    43. Sylvie Blasco & Julie Rochut & Benedicte Rouland, 2024. "Displaced or depressed? Working in automatable jobs and mental health," Post-Print hal-04613897, HAL.
    44. Chrystalla Kapetaniou & Christopher A Pissarides, 2020. "Productive Robots and Industrial Employment: The role of national innovation systems," Discussion Papers 2023, Centre for Macroeconomics (CFM).
    45. Stemmler, Henry, 2019. "Does automation lead to de-industrialization in emerging economies? Evidence from Brazil," University of Göttingen Working Papers in Economics 382, University of Goettingen, Department of Economics.
    46. Arntz, Melanie & Findeisen, Sebastian & Maurer, Stephan & Schlenker, Oliver, 2024. "Are we yet sick of new technologies? The unequal health effects of digitalization," ZEW Discussion Papers 24-027, ZEW - Leibniz Centre for European Economic Research.
    47. Wu, Tuolei & Yan, Na & Wang, Jingxian & Chen, Jieping, 2024. "Industry spillover effects of robot applications on labor productivity: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1272-1286.
    48. Manuel Coutinho Pereira, 2025. "A firm-level analysis of the labour share in Portugal," Economic Bulletin and Financial Stability Report Articles and Banco de Portugal Economic Studies, Banco de Portugal, Economics and Research Department.
    49. Krings, Bettina-Johanna & Moniz, António & Frey, Philipp, 2021. "Technology as enabler of the automation of work? Current societal challenges for a future perspective of work [A tecnologia como facilitadora da automação do trabalho? Desafios sociais atuais para ," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 9(21), pages 7-30.
    50. Philipp Lergetporer & Katharina Wedel & Katharina Werner, 2023. "Automatability of Occupations, Workers’ Labor-Market Expectations, and Willingness to Train," CESifo Working Paper Series 10862, CESifo.
    51. Overman, Henry G. & Ehrlich, Maximilian V., 2020. "Place-based policies and spatial disparities across European cities," LSE Research Online Documents on Economics 108471, London School of Economics and Political Science, LSE Library.
    52. Daron Acemoglu & Claire Lelarge & Pascual Restrepo, 2020. "Competing with Robots: Firm-Level Evidence from France," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 383-388, May.
    53. Kruse,Hagen & Timmer,Marcel Peter & De Vries,Gaaitzen Johannes & Ye,Xianjia, 2023. "Export Diversification from an Activity Perspective : An Exploration Using Occupation Data," Policy Research Working Paper Series 10463, The World Bank.
    54. Genz, Sabrina & Schnabel, Claus, 2023. "Digitalization is not gender-neutral," Economics Letters, Elsevier, vol. 230(C).
    55. Enrique Fernandez-Macias & David Klenert & Jose-Ignacio Anton, 2020. "Not so disruptive yet? Characteristics, distribution and determinants of robots in Europe," JRC Working Papers on Labour, Education and Technology 2020-03, Joint Research Centre.
    56. Belloc, Filippo & Burdin, Gabriel & Cattani, Luca & Ellis, William & Landini, Fabio, 2021. "Coevolution of Job Automation Risk and Workplace Governance," IZA Discussion Papers 14788, Institute of Labor Economics (IZA).
    57. Weiming Zhang & Jiachao Peng & Lian Zhang, 2023. "Disruptive Displacement: The Impacts of Industrial Robots on the Energy Industry’s International Division of Labor from a Technological Complexity View," Energies, MDPI, vol. 16(8), pages 1-19, April.
    58. Zhang, Cheng & Jian, Yaode & Zhou, Zhongsheng & Zhou, Bo, 2024. "Can the digital economy close the gender wage gap? Evidence from China," International Review of Economics & Finance, Elsevier, vol. 96(PB).
    59. Davide Antonioli & Alberto Marzucchi & Francesco Rentocchini & Simone Vannuccini, 2022. "Robot Adoption and Innovation Activities (last revised: December 2023)," Munich Papers in Political Economy 21, Munich School of Politics and Public Policy and the School of Management at the Technical University of Munich.
    60. Perilla Jiménez, Juan Ricardo, 2023. "Productivity, innovation and economic growth: understanding the embodied and disembodied contributions of factor inputs," Documentos Departamento de Economía 53, Universidad del Norte.
    61. Maha Kalai & Hamdi Becha & Kamel Helali, 2024. "Effect of artificial intelligence on economic growth in European countries: a symmetric and asymmetric cointegration based on linear and non-linear ARDL approach," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 13(1), pages 1-37, December.
    62. Carioli, Paolo & Czarnitzki, Dirk & Fernández, Gastón P., 2024. "Evidence on the adoption of Artificial Intelligence: The role of skills shortage," ZEW Discussion Papers 24-013, ZEW - Leibniz Centre for European Economic Research.
    63. Li, Chao & Lao, Wenyu & Li, Xiang & Zhang, Yuhan, 2024. "Automated workforce, financial precarities and family consumption: The importance of demand-side policies under the background of automation applications," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1287-1308.
    64. Wang, Weilong & Wang, Jianlong & Ye, Huiying & Wu, Haitao, 2024. "Polluted air, smarter factories? China's robot imports shed light on a potential link," Energy Economics, Elsevier, vol. 134(C).
    65. Yan Liu & Qiuju He, 2024. "Digital transformation, external financing, and enterprise resource allocation efficiency," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 45(4), pages 2321-2335, June.
    66. Carlos Molina & William F. Maloney, 2019. "Is Automation Labor-Displacing in the Developing Countries, Too? Robots, Polarization, and Jobs," World Bank Publications - Reports 33301, The World Bank Group.
    67. Jin, Xin & Ma, Baojie & Zhang, Haifeng, 2023. "Impact of fast internet access on employment: Evidence from a broadband expansion in China," China Economic Review, Elsevier, vol. 81(C).
    68. Gan, Jiawu & Liu, Lihua & Qiao, Gang & Zhang, Qin, 2023. "The role of robot adoption in green innovation: Evidence from China," Economic Modelling, Elsevier, vol. 119(C).
    69. Weller, Jürgen, 2022. "Tendencias mundiales, pandemia de COVID-19 y desafíos de la inclusión laboral en América Latina y el Caribe," Documentos de Proyectos 48610, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    70. Cali,Massimiliano & Presidente,Giorgio, 2021. "Automation and Manufacturing Performance in a Developing Country," Policy Research Working Paper Series 9653, The World Bank.
    71. LECHEVALIER, Sébastien & MOFAKHAMI, Malo, 2023. "Analyzing the diverse impact of digital use on the job quality : Comparing work organization and job satisfaction in Japan and France," Discussion Paper Series 740, Institute of Economic Research, Hitotsubashi University.
    72. Damioli, Giacomo & Van Roy, Vincent & Vertesy, Daniel & Vivarelli, Marco, 2021. "Will the AI revolution be labour-friendly? Some micro evidence from the supply side," MERIT Working Papers 2021-016, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    73. Damiani, Mirella & Pompei, Fabrizio & Kleinknecht, Alfred, 2020. "When robots do (not) enhance job quality: The role of innovation regimes," MPRA Paper 103059, University Library of Munich, Germany.
    74. Perez-Laborda, Alejandro & Perez-Sebastian, Fidel, 2020. "Capital-skill complementarity and biased technical change across US sectors," Journal of Macroeconomics, Elsevier, vol. 66(C).
    75. Caselli, Mauro & Fracasso, Andrea & Marcolin, Arianna & Scicchitano, Sergio, 2021. "The reassuring effect of firms' technological innovations on workers' job insecurity," GLO Discussion Paper Series 938, Global Labor Organization (GLO).
    76. Jing Yuan & Yinghui Wang & Jinxin Cao & Zongwu Cai, 2025. "Impact of Artificial Intelligence on Occupational Income Inequality in China," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 202504, University of Kansas, Department of Economics, revised Feb 2025.
    77. Lionel Fontagné & Ariell Reshef & Gianluca Santoni & Giulio Vannelli, 2024. "Automation, global value chains and functional specialization," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-04346960, HAL.
    78. Clément Bosquet & Paul Maarek & Elliot Moiteaux, 2021. "Routine-biased technological change and wages by education level: Occupational downgrading and displacement effects," Working Papers hal-03270715, HAL.
    79. A. A. Ternikov, 2023. "Artificial intelligence and the demand for skills in Russia," Voprosy Ekonomiki, NP Voprosy Ekonomiki, issue 11.
    80. Dario Guarascio & Stefano Sacchi, 2021. "Technology, risk and social policy. An empirical investigation," LEM Papers Series 2021/16, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    81. de Vries, Gaaitzen J. & Gentile, Elisabetta & Miroudot, Sébastien & Wacker, Konstantin M., 2020. "The rise of robots and the fall of routine jobs," Labour Economics, Elsevier, vol. 66(C).
    82. Li, Xin & Liu, Zhaoda & Ye, Yongwei, 2024. "Public data and corporate employment: Evidence from the launch of Chinese public data platform," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 124-144.
    83. Lan Chen & Yufei Ji & Xichen Yao & Hengshu Zhu, 2024. "Occupation Life Cycle," Papers 2406.15373, arXiv.org.
    84. Chen, Yunsi & Hu, Dezhuang, 2023. "Why are exporters more gender-friendly? Evidence from China," Economic Modelling, Elsevier, vol. 118(C).
    85. Krenz, Astrid & Strulik, Holger, 2022. "Automation and the fall and rise of the servant economy," University of Göttingen Working Papers in Economics 431, University of Goettingen, Department of Economics.
    86. Ross, Andrew G. & McGregor, Peter G. & Swales, J Kim, 2024. "Labour market dynamics in the era of technological advancements: The system-wide impacts of labour augmenting technological change," Technology in Society, Elsevier, vol. 77(C).
    87. Klemen Knez, 2023. "Technology diffusion and uneven development," Journal of Evolutionary Economics, Springer, vol. 33(4), pages 1171-1195, September.
    88. Damioli, G. & Van Roy, V. & Vertesy, D. & Vivarelli, M., 2021. "May AI revolution be labour-friendly? Some micro evidence from the supply side," GLO Discussion Paper Series 823, Global Labor Organization (GLO).
    89. Goel, Rajeev K. & Nelson, Michael A., 2021. "Employment effects of R&D and innovation: Evidence from small and medium-sized firms in emerging markets," Kiel Working Papers 2196, Kiel Institute for the World Economy (IfW Kiel).
    90. Richiardi, Matteo & Westhoff, Leonie & Astarita, Caterina & Ernst, Ekkehard & Fenwick, Clare & Khabirpour, Neysan & Pelizzari, Lorenzo, 2024. "The impact of a decade of digital transformation on employment, wages, and inequality in the EU: a “conveyor belt†hypothesis," Centre for Microsimulation and Policy Analysis Working Paper Series CEMPA5/24, Centre for Microsimulation and Policy Analysis at the Institute for Social and Economic Research.
    91. Storm, Eduard, 2023. "Skill mismatch and learning-by-doing: Theory and evidence from time allocation on tasks," Ruhr Economic Papers 1021, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    92. Katya Klinova & Anton Korinek, 2021. "AI and Shared Prosperity," Papers 2105.08475, arXiv.org.
    93. John Gilbert & Onur A. Koska & Reza Oladi, 2021. "Labor-Eliminating Technology, Wage Inequality and Trade Protectionism," Working Papers in Economics 21/04, University of Canterbury, Department of Economics and Finance.
    94. Genz, Sabrina & Schnabel, Claus, 2021. "Digging into the digital divide: Workers' exposure to digitalization and its consequences for individual employment," Discussion Papers 118, Friedrich-Alexander University Erlangen-Nuremberg, Chair of Labour and Regional Economics.
    95. Consoli, Davide & Fusillo, Fabrizio & Orsatti, Gianluca & Quatraro, Francesco, 2020. "Skill Endowment, Routinisation and Digital Technologies: Evidence from U.S. Metropolitan Areas," Department of Economics and Statistics Cognetti de Martiis. Working Papers 202025, University of Turin.
    96. Erling Barth & James C. Davis & Richard B. Freeman & Kristina McElheran, 2020. "Twisting the Demand Curve: Digitalization and the Older Workforce," NBER Working Papers 28094, National Bureau of Economic Research, Inc.
    97. Guillaume G.C. Chapelle & Gerard Domènech-Arumí & Paula Eugenia Gobbi, 2023. "Housing, Neighborhoods and Inequality," Working Papers ECARES 2023-06, ULB -- Universite Libre de Bruxelles.
    98. Genz, Sabrina & Gregory, Terry & Janser, Markus & Lehmer, Florian & Matthes, Britta, 2021. "How do workers adjust when firms adopt new technologies?," ZEW Discussion Papers 21-073, ZEW - Leibniz Centre for European Economic Research.
    99. Nikolas Zolas & Zachary Kroff & Erik Brynjolfsson & Kristina McElheran & David Beede & Catherine Buffington & Nathan Goldschlag & Lucia Foster & Emin Dinlersoz, 2020. "Advanced Technologies Adoption and Use by U.S. Firms: Evidence from the Annual Business Survey," Working Papers 20-40, Center for Economic Studies, U.S. Census Bureau.
    100. Fontanelli, Luca & Calvino, Flavio & Criscuolo, Chiara & Nesta, Lionel & Verdolini, Elena, 2024. "The role of human capital for AI adoption: evidence from French firms," LSE Research Online Documents on Economics 126787, London School of Economics and Political Science, LSE Library.
    101. Michael Coelli & Jeff Borland, 2019. "Behind the headline number: Why not to rely on Frey and Osborne’s predictions of potential job loss from automation," Melbourne Institute Working Paper Series wp2019n10, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    102. Güvercin, Deniz, 2022. "Digitalization and populism: Cross-country evidence," Technology in Society, Elsevier, vol. 68(C).
    103. Krieger, Bastian & Pruefer, Malte & Strecke, Linus, 2024. "Public procurement can hinder innovation," ZEW Discussion Papers 24-009, ZEW - Leibniz Centre for European Economic Research.
    104. Fleisher, Belton M. & McGuire, William H. & Wang, Xiaojun & Zhao, Min Qiang, 2020. "Induced Innovation: Evidence from China's Secondary Industry," IZA Discussion Papers 13072, Institute of Labor Economics (IZA).
    105. Zhang, Baizhen & Zhang, Jingjing & Chen, Changrun, 2024. "Digital technology innovation and corporate resilience," Global Finance Journal, Elsevier, vol. 63(C).
    106. Montobbio, F. & Staccioli, J. & Virgillito, M.E. & Vivarelli, Marco, 2022. "The empirics of technology, employment and occupations," MERIT Working Papers 2022-037, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    107. Antonioli, Davide & Marzucchi, Alberto & Rentocchini, Francesco & Vannuccini, Simone, 2024. "Robot adoption and product innovation," Research Policy, Elsevier, vol. 53(6).
    108. Krenz, Astrid & Strulik, Holger & Prettner, Klaus, 2019. "Robots, Reshoring, and the Lot of Low-Skilled Workers," VfS Annual Conference 2019 (Leipzig): 30 Years after the Fall of the Berlin Wall - Democracy and Market Economy 203602, Verein für Socialpolitik / German Economic Association.
    109. Zhang, Yi & Wang, Ting & Liu, Chun, 2024. "Beyond the modern productivity paradox: The effect of robotics technology on firm-level total factor productivity in China," Journal of Asian Economics, Elsevier, vol. 90(C).
    110. Pan, Martin & Li, Daozheng & Wu, Hanrui & Lei, Pengfei, 2024. "Technological revolution and regulatory innovation: How governmental artificial intelligence adoption matters for financial regulation intensity," International Review of Financial Analysis, Elsevier, vol. 96(PA).
    111. David Hémous & Morten Olsen, 2021. "Directed Technical Change in Labor and Environmental Economics," Annual Review of Economics, Annual Reviews, vol. 13(1), pages 571-597, August.
    112. Sébastien Lechevalier & Malo Mofakhami, 2025. "Assessing job satisfaction in the era of digital transformation: a comparative study of the first wave of tasks digitalization in Japan and France," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 15(1), pages 93-129, March.
    113. Rhemanuérick Silva Queirós & Elano Ferreira Arruda & Felipe de Sousa Bastos, 2025. "Is High-Tech Trade a Threat to Employment in Brazil?," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 17(3), pages 1-1, March.
    114. Cheng, Can & Luo, Jiayu & Zhu, Chun & Zhang, Shangfeng, 2024. "Artificial intelligence and the skill premium: A numerical analysis of theoretical models," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    115. Michal Niewiadomski & Adam Drab & Jakub Piecuch & Vojtech Tamáas, 2025. "Education, Skills and the Intensity of Labour Demand: A Comparative Study of EU Countries," European Research Studies Journal, European Research Studies Journal, vol. 0(1), pages 794-808.
    116. Silva, Jose I. & Okabe, Tomohito & Urzay, Sergi, 2025. "Labor share and market power in European firms," MPRA Paper 123442, University Library of Munich, Germany, revised 24 Jan 2025.
    117. Roberto Antonietti & Luca Cattani & Francesca Gambarotto & Giulio Pedrini, 2021. "Education, routine, and complexity-biased Knowledge Enabling Technologies: Evidence from Emilia-Romagna, Italy," Discussion Paper series in Regional Science & Economic Geography 2021-07, Gran Sasso Science Institute, Social Sciences, revised May 2021.
    118. Gehrke, Esther & Genthner, Robert & Kis-Katos, Krisztina, 2024. "Regulating Manufacturing FDI: Local Labor Market Responses to a Protectionist Policy in Indonesia," IZA Discussion Papers 16835, Institute of Labor Economics (IZA).
    119. Aisa, Rosa & Cabeza, Josefina & Martin, Jorge, 2023. "Automation and aging: The impact on older workers in the workforce," The Journal of the Economics of Ageing, Elsevier, vol. 26(C).
    120. Mélika Ben Salem, 2021. "The future of labour segmentation after Covid-19," Post-Print hal-04176303, HAL.
    121. World Bank, 2022. "Brazil Poverty and Equity Assessment," World Bank Publications - Reports 37657, The World Bank Group.
    122. Thomas Kurer & Nikolas Schöll, 2021. "How Technological Change Affects Regional Electorates," Working Papers 1269, Barcelona School of Economics.
    123. Li, Chao & Zhang, Yuhan & Li, Xiang & Hao, Yanwei, 2024. "Artificial intelligence, household financial fragility and energy resources consumption: Impacts of digital disruption from a demand-based perspective," Resources Policy, Elsevier, vol. 88(C).
    124. Bhalotra, Sonia R. & Fernandez, Manuel & Wang, Fan, 2022. "The Distribution of the Gender Wage Gap : An Equilibrium Model," The Warwick Economics Research Paper Series (TWERPS) 1404, University of Warwick, Department of Economics.
    125. Brunello, Giorgio & Rückert, Désirée & Weiss, Christoph & Wruuck, Patricia, 2023. "Advanced digital technologies and investment in employee training: Complements or substitutes?," EIB Working Papers 2023/01, European Investment Bank (EIB).
    126. Stefan Jestl, 2022. "Industrial Robots, and Information and Communication Technology: The Employment Effects in EU Labour Markets," wiiw Working Papers 215, The Vienna Institute for International Economic Studies, wiiw.
    127. Bernardo S. Buarque & Ronald B. Davies & Dieter Franz Kogler & Ryan M. Hynes, 2019. "OK Computer: The Creation and Integration of AI in Europe," Working Papers 201911, School of Economics, University College Dublin.
    128. Lewandowski, Piotr & Szymczak, Wojciech, 2024. "Automation, Trade Unions and Atypical Employment," IZA Discussion Papers 17544, Institute of Labor Economics (IZA).
    129. Garcia-Suaza, Andrés & Sarango-Iturralde, Alexander & Caiza-Guamán, Pamela & Gil Díaz, Mateo & Acosta Castillo, Dana, 2025. "Unequal Impacts of AI on Colombia's Labor Market: An Analysis of AI Exposure, Wages, and Job Dynamics," GLO Discussion Paper Series 1604, Global Labor Organization (GLO).
    130. Almeida, Derick & Sequeira, Tiago, 2023. "Robots at work: new evidence with recent data," MPRA Paper 116857, University Library of Munich, Germany.
    131. Robert C. Allen, 2021. "The Interplay among Wages, Technology, and Globalization: The Labour Market and Inequality, 1620-2020," Working Papers 20210065, New York University Abu Dhabi, Department of Social Science, revised Jun 2021.
    132. Cao, Yuqiang & Hu, Yong & Liu, Qian & Lu, Meiting & Shan, Yaowen, 2023. "Job creation or disruption? Unraveling the effects of smart city construction on corporate employment in China," Technological Forecasting and Social Change, Elsevier, vol. 195(C).
    133. Egana-delSol, Pablo & Bustelo, Monserrat & Ripani, Laura & Soler, Nicolas & Viollaz, Mariana, 2022. "Automation in Latin America: Are Women at Higher Risk of Losing Their Jobs?," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    134. Radu Vranceanu & Angela Sutan, 2023. "Should the firm or the employee pay for upskilling? A contract theory approach," Post-Print hal-03834832, HAL.
    135. Liu, Shasha & Wu, Yuhuan & Kong, Gaowen, 2024. "Politics and Robots," International Review of Financial Analysis, Elsevier, vol. 91(C).
    136. Dimakopoulou, A.G. & Gkypali, A. & Tsekouras, K., 2024. "Technological and non-technological innovation synergies under the lens of absorptive capacity efficiency," Journal of Business Research, Elsevier, vol. 176(C).
    137. Chenhui Ding & Xiaoming Song & Yingchun Xing & Yuxuan Wang, 2023. "Bilateral Effects of the Digital Economy on Manufacturing Employment: Substitution Effect or Creation Effect?," Sustainability, MDPI, vol. 15(19), pages 1-22, October.
    138. Avom, Désiré & Dadegnon, Aimé Kocou & Igue, Charlemagne Babatoundé, 2021. "Does digitalization promote net job creation? Empirical evidence from WAEMU countries," Telecommunications Policy, Elsevier, vol. 45(8).
    139. Kausik, B.N., 2023. "Long Tails, Automation and Labor," MPRA Paper 117996, University Library of Munich, Germany.
    140. Gallego, Aina & Kurer, Thomas & Schöll, Nikolas, 2020. "Neither Left-Behind nor Superstar: Ordinary Winners of Digitalization at the Ballot," SocArXiv mu3tw, Center for Open Science.
    141. Deng, Yue & Feng, Aiya & Hu, Dezhuang, 2025. "Gender earnings gap in Chinese firms: Can it be narrowed by industrial robots?," China Economic Review, Elsevier, vol. 89(C).
    142. Martin Labaj & Materj Vitalos, 2019. "Automation and labor demand in European countries: A task-based approach to wage bill decomposition," Department of Economic Policy Working Paper Series 021, Department of Economic Policy, Faculty of National Economy, University of Economics in Bratislava.
    143. Dosi, Giovanni & Piva, Mariacristina & Virgillito, Maria Enrica & Vivarelli, Marco, 2019. "Embodied and disembodied technological change: the sectoral patterns of job-creation and job-destruction," MERIT Working Papers 2019-020, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    144. Duong, Khanh & Nguyen Phuc Van, 2023. "Innovation and Globalization: Benefactors or Barriers to Inclusive Growth?," GLO Discussion Paper Series 1357, Global Labor Organization (GLO).
    145. J. Rodrigo Fuentes & Edward E. Leamer, 2019. "Effort: The Unrecognized Contributor to US Income Inequality," NBER Working Papers 26421, National Bureau of Economic Research, Inc.
    146. Corekcioglu, Gozde & Francesconi, Marco & Kunze, Astrid, 2025. "Parental Leave from the Firm’s Perspective," IZA Discussion Papers 17893, Institute of Labor Economics (IZA).
    147. Fu, Tong & Qiu, Zhaoxuan & Yang, Xiangyang & Li, Zijun, 2024. "The impact of artificial intelligence on green technology cycles in China," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    148. Simone d’alessandro & Tiziano Distefano & Guilherme Spinato Morlin & Davide Villani, 2023. "Policy Responses to Labour-Saving Technologies: Basic Income, Job Guarantee, and Working Time Reduction," JRC Working Papers on Social Classes in the Digital Age 2023-09, Joint Research Centre.
    149. Czarnitzki, Dirk & Fernández, Gastón P. & Rammer, Christian, 2023. "Artificial intelligence and firm-level productivity," Journal of Economic Behavior & Organization, Elsevier, vol. 211(C), pages 188-205.
    150. Corrocher, Nicoletta & Moschella, Daniele & Staccioli, Jacopo & Vivarelli, Marco, 2023. "Innovation and the Labor Market: Theory, Evidence and Challenges," GLO Discussion Paper Series 1284, Global Labor Organization (GLO).
    151. Fossen, Frank M. & McLemore, Trevor & Sorgner, Alina, 2024. "Artificial Intelligence and Entrepreneurship," IZA Discussion Papers 17055, Institute of Labor Economics (IZA).
    152. Matej Belin, 2021. "Does Robots´Reach Exceed Their Grasp? Differential Impacts of Robot Adoption and Spillover Effects on Workers in the Czech Republic," CERGE-EI Working Papers wp688, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
    153. Malo Mofakhami, 2022. "Is Innovation Good for European Workers? Beyond the Employment Destruction/Creation Effects, Technology Adoption Affects the Working Conditions of European Workers," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(3), pages 2386-2430, September.
    154. Melia, Elvis, 2020. "African jobs in the digital era: Export options with a focus on online labour," IDOS Discussion Papers 3/2020, German Institute of Development and Sustainability (IDOS).
    155. Sagarika Mishra & Michael T. Ewing & Holly B. Cooper, 2022. "Artificial intelligence focus and firm performance," Journal of the Academy of Marketing Science, Springer, vol. 50(6), pages 1176-1197, November.
    156. Belloc, Filippo & Burdin, Gabriel & Landini, Fabio, 2020. "Robots and Worker Voice: An Empirical Exploration," IZA Discussion Papers 13799, Institute of Labor Economics (IZA).
    157. Gozde Corekcioglu & Marco Francesconi & Astrid Kunze, 2025. "Parental Leave from the Firm’s Perspective," CESifo Working Paper Series 11868, CESifo.
    158. Zhou, Wei & Zhuang, Yan & Chen, Yan, 2024. "How does artificial intelligence affect pollutant emissions by improving energy efficiency and developing green technology," Energy Economics, Elsevier, vol. 131(C).
    159. Montobbio, Fabio & Staccioli, Jacopo & Maria Enrica Virgillito & Vivarelli, Marco, 2021. "Labour-saving automation and occupational exposure: A text-similarity measure," MERIT Working Papers 2021-044, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    160. Venables, Anthony & Baldwin, Richard & Haaland, Jan I., 2021. "Jobs and technology in general equilibrium: A three elasticities approach," CEPR Discussion Papers 15739, C.E.P.R. Discussion Papers.
    161. Fredrik B. Kostøl, 2024. "Do unions increase participation in further education?," British Journal of Industrial Relations, London School of Economics, vol. 62(3), pages 614-639, September.
    162. Damian Grimshaw & Marcela Miozzo, 2021. "Human Capital and productivity: a call for new interdisciplinary research," Working Papers 006, The Productivity Institute.
    163. Oscar Afonso & Tiago Sequeira & Derick Almeida, 2023. "Technological knowledge and wages: from skill premium to wage polarization," Journal of Economics, Springer, vol. 140(2), pages 93-119, October.
    164. Juthathip Jongwanich & Archanun Kohpaiboon, 2024. "Digital technology adoption and SMEs’ Financial Performance: Evidence from Thailand," Discussion Papers 81, Thammasat University, Faculty of Economics, revised Jan 2024.
    165. Dosi, G. & Pereira, M.C. & Roventini, A. & Virgillito, M.E., 2022. "Technological paradigms, labour creation and destruction in a multi-sector agent-based model," Research Policy, Elsevier, vol. 51(10).
    166. Lipowski, Cäcilia & Salomons, Anna & Zierahn-Weilage, Ulrich, 2024. "Expertise at work: New technologies, new skills, and worker impacts," ZEW Discussion Papers 24-044, ZEW - Leibniz Centre for European Economic Research.
    167. Meng Bai & He Zhang & Junrui Zhang & Yuhui Jiang & Junmin Xu, 2025. "Challenging or Threatening? The Double-Edged Sword Effect of Intelligent Technology Awareness on Accountants’ Unethical Decision-Making," Journal of Business Ethics, Springer, vol. 197(1), pages 159-175, February.
    168. Baek, Seungjin & Jeong, Deokjae, 2023. "Factors Influencing Labor Share: Automation, Task Innovation, and Elasticity of Substitution," MPRA Paper 118730, University Library of Munich, Germany.
    169. Baccianti, Claudio & Labhard, Vincent & Lehtimäki, Jonne, 2022. "Digitalisation, Institutions and Governance, and Diffusion: Mechanisms and Evidence," Working Paper Series 2675, European Central Bank.
    170. Agrawal, Ajay & Gans, Joshua S. & Goldfarb, Avi, 2024. "Prediction machines, insurance, and protection: An alternative perspective on AI’s role in production," Journal of the Japanese and International Economies, Elsevier, vol. 72(C).
    171. Jacobi, Daniel & King, Elizabeth M. & Montenegro, Claudio & Orazem, Peter, 2025. "Governance, Risks, and Returns to Human Capital," ISU General Staff Papers 202504141344270000, Iowa State University, Department of Economics.
    172. Acemoglu, Daron & Restrepo, Pascual, 2019. "The Wrong Kind of AI? Artificial Intelligence and the Future of Labor Demand," CEPR Discussion Papers 14223, C.E.P.R. Discussion Papers.
    173. Vives, Xavier & Azar, José, 2020. "General Equilibrium Oligopoly and Ownership Structure," CEPR Discussion Papers 15499, C.E.P.R. Discussion Papers.
    174. Wang, Yafei & Zhao, Zihan & Liu, Jing & Bai, Ying & Tan, Zhixiong, 2024. "Mechanisms and effect assessment of smart city policy pilots on employment resilience: Empirical evidence based on 275 sample cities in China," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 631-651.
    175. Du, Junhong & He, Jiajia & Yang, Jing & Chen, Xiaohong, 2024. "How industrial robots affect labor income share in task model: Evidence from Chinese A-share listed companies," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
    176. Luo, Guibin & Zheng, Li & Zeng, Queling, 2023. "Natural resources perspective of economic performance: Streamlining mineral resources as a path to sustainable development," Resources Policy, Elsevier, vol. 86(PB).
    177. Kakkar, Shrey, 2021. "Significant movements in the debate on the Minimum Wage (1994 - 2019)," MPRA Paper 110185, University Library of Munich, Germany.
    178. Dona Ghosh & Rajarshi Ghosh & Sahana Roy Chowdhury & Boudhayan Ganguly, 2025. "AI-exposure and labour market: a systematic literature review on estimations, validations, and perceptions," Management Review Quarterly, Springer, vol. 75(1), pages 677-704, February.
    179. Vivek Srikrishnan & Yawen Guan & Richard S. J. Tol & Klaus Keller, 2022. "Probabilistic projections of baseline twenty-first century CO2 emissions using a simple calibrated integrated assessment model," Climatic Change, Springer, vol. 170(3), pages 1-20, February.
    180. Schwerter, Jakob & Netz, Nicolai & Hübner, Nicolas, 2024. "Does instructional time at school influence study time at university? Evidence from an instructional time reform," Economics of Education Review, Elsevier, vol. 100(C).
    181. Chunyan Zhao & Linjing Wang & Chaobo Zhou, 2024. "Impact of Industrial Intelligence on China’s Urban Land Green Utilization Efficiency," Land, MDPI, vol. 13(8), pages 1-17, August.
    182. Schwark, Florentine & Tryphonides, Andreas, 2025. "The effects of digitalization on production," European Economic Review, Elsevier, vol. 171(C).
    183. Corgnet, Brice & Hernán-González, Roberto & Mateo, Ricardo, 2023. "Peer effects in an automated world," Labour Economics, Elsevier, vol. 85(C).
    184. Silvio Traverso & Massimiliano Vatiero & Enrico Zaninotto, 2023. "Robots and labor regulation: a cross-country/cross-industry analysis," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 32(7), pages 977-999, October.
    185. Klaas Vries & Abdul Erumban & Bart Ark, 2021. "Productivity and the pandemic: short-term disruptions and long-term implications," International Economics and Economic Policy, Springer, vol. 18(3), pages 541-570, July.
    186. Usabiaga, Carlos & Núñez, Fernando & Arendt, Lukasz & Gałecka-Burdziak, Ewa & Pater, Robert, 2022. "Skill requirements and labour polarisation: An association analysis based on Polish online job offers," Economic Modelling, Elsevier, vol. 115(C).
    187. Rademakers Emilie & Zierahn-Weilage Ulrich, 2024. "New Technologies: End of Work or Structural Change?," The Economists' Voice, De Gruyter, vol. 21(2), pages 335-344.
    188. Corrales‑Herrero, Helena & Rodriguez-Prado, Beatriz, 2022. "Mapping the Occupations of Recent Graduates. The Role of Academic Background in the Digital Era," MPRA Paper 123226, University Library of Munich, Germany, revised 06 Aug 2024.
    189. Ahmet Unlu & Seckin Kabak, 2024. "The Effect of information and Communication Technologies on Unemployment: the Case of Selected OECD Countries," International Econometric Review (IER), Econometric Research Association, vol. 16(2), pages 127-147, December.
    190. Huang, Qiongyu & Xu, Chuhong & Xue, Xiaolong & Zhu, Hui, 2023. "Can digital innovation improve firm performance: Evidence from digital patents of Chinese listed firms," International Review of Financial Analysis, Elsevier, vol. 89(C).
    191. Nikolaos Terzidis & Raquel Ortega‐Argilés, 2021. "Employment polarization in regional labor markets: Evidence from the Netherlands," Journal of Regional Science, Wiley Blackwell, vol. 61(5), pages 971-1001, November.
    192. Luís Guimarães & Pedro Mazeda Gil, 2019. "Explaining the labor share: automation vs labor market institutions," CEF.UP Working Papers 1901, Universidade do Porto, Faculdade de Economia do Porto.
    193. Hanjin Xie & Fengquan Wu, 2025. "Artificial Intelligence Technology and Corporate ESG Performance: Empirical Evidence from Chinese-Listed Firms," Sustainability, MDPI, vol. 17(2), pages 1-20, January.
    194. Davide Dottori, 2020. "Robots and employment: evidence from Italy," Questioni di Economia e Finanza (Occasional Papers) 572, Bank of Italy, Economic Research and International Relations Area.
    195. Sylvie Blasco, 2022. "Replaced or depressed? The effect of automation risk on workers' mental health," French Stata Users' Group Meetings 2022 09, Stata Users Group.
    196. Sezer, Ayse Hazal & Uras, Burak, 2024. "Firms and Unions," Other publications TiSEM 81a58c37-dd82-442d-aab1-b, Tilburg University, School of Economics and Management.
    197. Wang, Linhui & Cao, Zhanglu & Dong, Zhiqing, 2023. "Are artificial intelligence dividends evenly distributed between profits and wages? Evidence from the private enterprise survey data in China," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 342-356.
    198. Yoon, Chungeun, 2023. "Technology adoption and jobs: The effects of self-service kiosks in restaurants on labor outcomes," Technology in Society, Elsevier, vol. 74(C).
    199. Samuel Muehlemann, 2024. "AI Adoption and Workplace Training," Economics of Education Working Paper Series 0232, University of Zurich, Department of Business Administration (IBW).
    200. Yuefeng Xie & Luman Zhao & Yabin Zhang & Zhenguo Wang, 2025. "How Do Robot Applications Affect Corporate Sustainability?—An Analysis Based on Environmental, Social, and Governance Performance," Sustainability, MDPI, vol. 17(5), pages 1-29, February.
    201. Piyush Gulati & Arianna Marchetti & Phanish Puranam & Victoria Sevcenko, 2025. "Generative AI Adoption and Higher Order Skills," Papers 2503.09212, arXiv.org, revised Jun 2025.
    202. Jiang, Hong & Wang, Xue & Liu, Chongguang, 2024. "Automated machines and the labor wage gap," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
    203. Rudnik, Alesia, 2024. "Machinery of dissent: Exploring the techno-social practices of modern protests," Internet Policy Review: Journal on Internet Regulation, Alexander von Humboldt Institute for Internet and Society (HIIG), Berlin, vol. 13(4), pages 1-30.
    204. Koch, Michael & Lodefalk, Magnus, 2024. "Artificial Intelligence and Worker Stress: Evidence from Germany," Ratio Working Papers 377, The Ratio Institute.
    205. Kerstin Hotte & Angelos Theodorakopoulos & Pantelis Koutroumpis, 2021. "Automation and Taxation," Papers 2103.04111, arXiv.org, revised Apr 2022.
    206. Hemant Jain & Balaji Padmanabhan & Paul A. Pavlou & T. S. Raghu, 2021. "Editorial for the Special Section on Humans, Algorithms, and Augmented Intelligence: The Future of Work, Organizations, and Society," Information Systems Research, INFORMS, vol. 32(3), pages 675-687, September.
    207. Lodefalk, Magnus & Engberg, Erik & Lidskog, Rolf & Tang, Aili, 2025. "Artificial Intelligence for Public Use," Working Papers 2025:6, Örebro University, School of Business.
    208. Lei Wang & Provash Sarker & Kausar Alam & Shahneoaj Sumon, 2021. "Artificial Intelligence and Economic Growth: A Theoretical Framework," Scientific Annals of Economics and Business (continues Analele Stiintifice), Alexandru Ioan Cuza University, Faculty of Economics and Business Administration, vol. 68(4), pages 421-443, November.
    209. You, Jing & Xu, Xiangyu & Liao, Deng & Lin, Chen, 2024. "International comparison of the impact of digital transformation on employment," Journal of Asian Economics, Elsevier, vol. 95(C).
    210. Henri Haapanala; & Ive Marx; & Zachary Parolin;, 2021. "Robots and Unions: The Moderating Effect of Organised Labour on Technological Unemployment," Working Papers 2110, Herman Deleeck Centre for Social Policy, University of Antwerp.
    211. Eran Yashiv, 2020. "Moving from a Poor Economy to a Rich One: The Contradictory Roles of Technology and Job Tasks," Discussion Papers 2010, Centre for Macroeconomics (CFM).
    212. Mihaela Tulvinschi, 2023. "The Quality Of Services Promoted By The Accountancy Profession In The Age Of Digitalisation And Organisational Performance," European Journal of Accounting, Finance & Business, "Stefan cel Mare" University of Suceava, Romania - Faculty of Economics and Public Administration, West University of Timisoara, Romania - Faculty of Economics and Business Administration, vol. 11(1), pages 72-78, February.
    213. Radu Vranceanu & Angela Sutan, 2021. "Who should pay the bill for employee upskilling?," Working Papers hal-02977891, HAL.
    214. Jean-Paul Carvalho, 2025. "The Political-Economic Risks of AI," Economics Series Working Papers 1068, University of Oxford, Department of Economics.
    215. Rosas Martinez, Victor Hugo, 2024. "The Conscience Directing Evolution: The Limit to Econ Growth and Development; Smoothness and Existence of the Navier-Stokes," MPRA Paper 122307, University Library of Munich, Germany.
    216. Ya-Li Liu & Jin-Rong Zhang & Hong-Bo Li, 2025. "Has Digital Industrialization Promoted Carbon Emission Reduction in the Construction Industry?," Sustainability, MDPI, vol. 17(7), pages 1-23, April.
    217. Juan F. Jimeno, 2019. "Fewer babies and more robots: economic growth in a new era of demographic and technological changes," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 10(2), pages 93-114, June.
    218. Jacopo Staccioli & Maria Enrica Virgillito, 2021. "Back to the past: the historical roots of labor-saving automation," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 11(1), pages 27-57, March.
    219. Stähler, Nikolai, 2021. "The Impact of Aging and Automation on the Macroeconomy and Inequality," Journal of Macroeconomics, Elsevier, vol. 67(C).
    220. Caselli, Mauro & Fracasso, Andrea & Scicchitano, Sergio & Traverso, Silvio & Tundis, Enrico, 2021. "Stop worrying and love the robot: An activity-based approach to assess the impact of robotization on employment dynamics," GLO Discussion Paper Series 802, Global Labor Organization (GLO).
    221. Qianqian Guo & Zhifang Su, 2023. "The Application of Industrial Robot and the High-Quality Development of Manufacturing Industry: From a Sustainability Perspective," Sustainability, MDPI, vol. 15(16), pages 1-26, August.
    222. Santini, Tommaso, 2022. "Automation with heterogeneous agents: The effect on consumption inequality," IWH Discussion Papers 28/2022, Halle Institute for Economic Research (IWH).
    223. Andrea Borsato & André Lorentz, 2023. "Data production and the coevolving AI trajectories: an attempted evolutionary model," Post-Print hal-04401798, HAL.
    224. Ni, Bin & Obashi, Ayako, 2021. "Robotics technology and firm-level employment adjustment in Japan," Japan and the World Economy, Elsevier, vol. 57(C).
    225. Chen, Chuanglian & Wang, Shudan & Yao, Shujie & Lin, Yuting, 2023. "Does digital transformation increase the labor income share? From a perspective of resources reallocation," Economic Modelling, Elsevier, vol. 128(C).
    226. Montobbio, Fabio & Staccioli, Jacopo & Virgillito, Maria Enrica & Vivarelli, Marco, 2022. "The Empirics of Technology, Employment and Occupations: Lessons Learned and Challenges Ahead," IZA Discussion Papers 15731, Institute of Labor Economics (IZA).
    227. Yang, Chih-Hai, 2022. "How Artificial Intelligence Technology Affects Productivity and Employment: Firm-level Evidence from Taiwan," Research Policy, Elsevier, vol. 51(6).
    228. Li, Jiazheng & Wang, Tingwei & Su, Zhifang, 2024. "Optimal monetary policy under digital technology shock," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    229. Shangze Dai, 2025. "Understanding Automation’s Impact on Ecological Footprint: Theory and Empirical Evidence from Europe," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 88(2), pages 503-532, February.
    230. Harry Moroz & Mariana Viollaz, 2024. "The Future of Work in Central America and the Dominican Republic," World Bank Publications - Reports 42043, The World Bank Group.
    231. Brambilla, Irene & César, Andrés & Falcone, Guillermo & Gasparini, Leonardo, 2023. "The impact of robots in Latin America: Evidence from local labor markets," World Development, Elsevier, vol. 170(C).
    232. Li, Yunjian & Song, Yixiao & Sun, Yanming & Zeng, Mingzhuo, 2024. "When do employees learn from artificial intelligence? The moderating effects of perceived enjoyment and task-related complexity," Technology in Society, Elsevier, vol. 77(C).
    233. Yan Chen & Bin Xu & Yuqi Hou, 2023. "Do smart services promote sustainable green transformation? Evidence from Chinese listed manufacturing enterprises," PLOS ONE, Public Library of Science, vol. 18(4), pages 1-24, April.
    234. Wang, Ting & Zhang, Yi & Liu, Chun, 2024. "Robot adoption and employment adjustment: Firm-level evidence from China," China Economic Review, Elsevier, vol. 84(C).
    235. Eric Bartelsman & Sabien Dobbelaere & Alessandro Zona Mattioli, 2024. "Non-Compete Agreements, Tacit Knowledge and Market Imperfections," Tinbergen Institute Discussion Papers 24-055/V, Tinbergen Institute.
    236. Shi, Huaizhi, 2024. "Managerial ownership and labor income share," Finance Research Letters, Elsevier, vol. 62(PB).
    237. Robertas Damasevicius, 2023. "Progress, Evolving Paradigms and Recent Trends in Economic Analysis," Financial Economics Letters, Anser Press, vol. 2(2), pages 35-47, October.
    238. García-Suaza, Andrés & Sarango-Iturralde, Alexander & Caiza-Guamán, Pamela & Gil Díaz, Mateo & Acosta Castillo, Dana, 2025. "Unequal impacts of AI on Colombia's labor market: an analysis of AI exposure, wages, and job dynamics," Documentos de Trabajo 21368, Universidad del Rosario.
    239. Jeremy Atack & Robert A. Margo & Paul Rhode, 2023. "De-skilling: Evidence from Late Nineteenth Century American Manufacturing," NBER Working Papers 31334, National Bureau of Economic Research, Inc.
    240. Fossen, Frank M. & Sorgner, Alina, 2022. "New digital technologies and heterogeneous wage and employment dynamics in the United States: Evidence from individual-level data," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    241. Federico Fabio Frattini & Francesco Vona & Filippo Bontadini, 2024. "Does Green Re-industrialization Pay off? Impacts on Employment, Wages and Productivity," Working Papers 2024.23, Fondazione Eni Enrico Mattei.
    242. Ribeiro, Barbara & Meckin, Robert & Balmer, Andrew & Shapira, Philip, 2023. "The digitalisation paradox of everyday scientific labour: How mundane knowledge work is amplified and diversified in the biosciences," Research Policy, Elsevier, vol. 52(1).
    243. Janine Berg & Francis Green & Laura Nurski & David Spencer, 2022. "Risks to job quality from digital technologies- are industrial relations in Europe ready for the challenge?," Bruegel Working Papers node_8318, Bruegel.
    244. Kostøl, Fredrik B. & Svarstad, Elin, 2023. "Trade Unions and the Process of Technological Change," Labour Economics, Elsevier, vol. 84(C).
    245. Aishan Ye & Jiayi Cai & Zhenjie Yang & Yangyang Deng & Xiaohua Li, 2025. "The Impact of Intelligent Logistics on Logistics Performance Improvement," Sustainability, MDPI, vol. 17(2), pages 1-19, January.
    246. Alessio Rebechi & Nicholas Rohde, 2023. "Economic insecurity, racial anxiety, and right‐wing populism," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 69(3), pages 701-724, September.
    247. Aleksandra Parteka & Joanna Wolszczak-Derlacz & Dagmara Nikulin, 2021. "How digital technology affects working conditions in globally fragmented production chains: evidence from Europe," GUT FME Working Paper Series A 66, Faculty of Management and Economics, Gdansk University of Technology.
    248. Caselli, Mauro & Fracasso, Andrea, 2021. "Covid-19 and Technology," GLO Discussion Paper Series 1001, Global Labor Organization (GLO).
    249. Juthathip Jongwanich & Archanun Kohpaiboon & Ayako Obashi, 2020. "Technological Advancement, Import Penetration, and Labour Markets: Evidence from Thai Manufacturing," Working Papers DP-2020-09, Economic Research Institute for ASEAN and East Asia (ERIA).
    250. Jacopo Staccioli & Maria Enrica Virgillito, 2020. "The present, past, and future of labor-saving technologies," DISCE - Working Papers del Dipartimento di Politica Economica dipe0013, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    251. Pinheiro, Alexandra & Sochirca, Elena & Afonso, Oscar & Neves, Pedro Cunha, 2023. "Automation and off(re)shoring: A meta-regression analysis," International Journal of Production Economics, Elsevier, vol. 264(C).
    252. Tongam Sihol Nababan & Elvis Fresly Purba, 2023. "Labour Absorption In Manufacturing Industry In Indonesia: Anomalous And Regressive Phenomena," Papers 2311.01787, arXiv.org.
    253. Labhard, Vincent & Lehtimäki, Jonne, 2022. "Digitalisation, institutions and governance, and growth: mechanisms and evidence," Working Paper Series 2735, European Central Bank.
    254. Jun Du & Oleksandr Shepotylo & Xiaocan Yuan, 2025. "How did the Brexit uncertainty impact services exports of UK firms?," Journal of International Business Policy, Palgrave Macmillan, vol. 8(1), pages 80-104, March.
    255. Bart van Ark & Klaas de Vries & Abdul Erumban, 2021. "Productivity and the Pandemic - Short-Term Disruptions and Long-Term Implications. The impact of the COVID-19 pandemic on productivity dynamics by industry," Working Papers 007, The Productivity Institute.
    256. Qian, Cheng & Zhu, Chun & Huang, Duen-Huang & Zhang, Shangfeng, 2023. "Examining the influence mechanism of artificial intelligence development on labor income share through numerical simulations," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    257. Tang, Yuwei & Sun, Yanlin & He, Zhenyu, 2025. "Air pollution and firms' robot adoption: Evidence from China," Economic Modelling, Elsevier, vol. 143(C).
    258. Fang, Guanfu & Miao, Liya, 2025. "Robot and crime: Evidence from China," World Development, Elsevier, vol. 188(C).
    259. Ron Boschma & Rune Fitjar & Elisa Giuliani & Simona Iammarino, 2024. "Unseen costs: the inequities of the geography of innovation," Papers in Evolutionary Economic Geography (PEEG) 2428, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2024.
    260. Astrid Krenz & Holger Strulik, 2021. "Quantifying reshoring at the macro‐level—Measurement and applications," Growth and Change, Wiley Blackwell, vol. 52(3), pages 1200-1229, September.
    261. Cemre Nur ÇETİN & Erol KUTLU, 2025. "The Impact of Artificial Intelligence on Employment: A Panel Data Analysis for Selected Countries," Journal of Research in Economics, Politics & Finance, Ersan ERSOY, vol. 10(1), pages 202-233.
    262. Acemoglu, Daron & Üçer, Murat, 2019. "High-Quality Versus Low-Quality Growth in Turkey - Causes and Consequences," CEPR Discussion Papers 14070, C.E.P.R. Discussion Papers.
    263. Nayyar, Gaurav & Pleninger, Regina & Vorisek, Dana & Yu, Shu, 2024. "Digitalization and Inclusive Growth : A Review of the Evidence," Policy Research Working Paper Series 10941, The World Bank.
    264. Mahuaqing Zuo & Yuhan Zhao & Shasha Yu, 2024. "Industrial robot applications and individual migration decision: evidence from households in China," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-15, December.
    265. Thanh Le & Huong Quynh Nguyen & Mai Vu, 2024. "Robot revolution and human capital accumulation: implications for growth and labour income," Journal of Evolutionary Economics, Springer, vol. 34(1), pages 89-126, January.
    266. Janet Gao & Shan Ge & Lawrence D. W. Schmidt & Cristina Tello-Trillo, 2023. "How Do Health Insurance Costs Affect Firm Labor Composition and Technology Investment?," Working Papers 23-47, Center for Economic Studies, U.S. Census Bureau.
    267. Yingying Lu & Yixiao Zhou, 2021. "A review on the economics of artificial intelligence," Journal of Economic Surveys, Wiley Blackwell, vol. 35(4), pages 1045-1072, September.
    268. Ozge Demirci & Jonas Hannane & Xinrong Zhu, 2024. "Who Is AI Replacing? The Impact of Generative AI on Online Freelancing Platforms," CESifo Working Paper Series 11276, CESifo.
    269. Costas Cavounidis & Vittoria Dicandia & Kevin Lang & Raghav Malhotra, 2024. "The Nature of Technological Change 1960-2016," Working Papers 24-28, Federal Reserve Bank of Cleveland.
    270. Wang, Hua & Liao, Lingtao & Wu, Ji (George), 2023. "Robot adoption and firm's capacity utilization: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 82(C).
    271. Heikkilä, Jussi T.S. & Peltoniemi, Mirva, 2023. "The changing work of IPR attorneys: 30 years of institutional transitions," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
    272. Spencer, David A., 2023. "Technology and work: Past lessons and future directions," Technology in Society, Elsevier, vol. 74(C).
    273. Huang, Yuhong, 2024. "Digital transformation of enterprises: Job creation or job destruction?," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
    274. Ekaterina Prytkova & Fabien Petit & Deyu Li & Sugat Chaturvedi & Tommaso Ciarli, 2024. "The Employment Impact of Emerging Digital Technologies," CESifo Working Paper Series 10955, CESifo.
    275. Otioma, Chuks & Nsanzumuhire, Silas U. & Grillitsch, Markus & Jirström, Magnus, 2023. "Seeking for the shift towards challenge-oriented innovation policies: Tracing digitalization policies over two decades in Africa," Papers in Innovation Studies 2023/9, Lund University, CIRCLE - Centre for Innovation Research.
    276. Ritu Agarwal & Michelle Dugas & Guodong (Gordon) Gao, 2024. "Augmenting physicians with artificial intelligence to transform healthcare: Challenges and opportunities," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 33(2), pages 360-374, March.
    277. Blackwood, G.Jacob & Cunningham, Cindy & Dey, Matt & Foster, Lucia & Grim, Cheryl & Haltiwanger, John C. & Nesbit, Rachel & Pabilonia, Sabrina Wulff & Stewart, Jay & Tuttle, Cody & Wolf, Zoltan, 2022. "Opening the Black Box: Task and Skill Mix and Productivity Dispersion," IZA Discussion Papers 15594, Institute of Labor Economics (IZA).
    278. Taymaz, Erol & Voyvoda, Ebru & Yilmaz, Kamil, 2024. "Is there a virtuous cycle between wages and productivity? Turkish experience after the transition to democracy," World Development, Elsevier, vol. 175(C).
    279. David A. Spencer, 2023. "Automation and Well-Being: Bridging the Gap between Economics and Business Ethics," Journal of Business Ethics, Springer, vol. 187(2), pages 271-281, October.
    280. Li, Chengming & Huo, Peng & Wang, Zeyu & Zhang, Weiguang & Liang, Feiyan & Mardani, Abbas, 2023. "Digitalization generates equality? Enterprises’ digital transformation, financing constraints, and labor share in China," Journal of Business Research, Elsevier, vol. 163(C).
    281. Gabriel Loumeau, 2022. "Land Consolidation Reforms: A Natural Experiment on the Economic and Political Effects of Agricultural Mechanization," CER-ETH Economics working paper series 22/376, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    282. Florent Bordot & André Lorentz, 2021. "Automation and labor market polarization in an evolutionary model with heterogeneous workers," Working Papers of BETA 2021-39, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    283. Zhang, Qi-nan & Zhang, Fan-fan & Mai, Qiang, 2023. "Robot adoption and labor demand: A new interpretation from external competition," Technology in Society, Elsevier, vol. 74(C).
    284. Turja, Tuuli & Särkikoski, Tuomo & Koistinen, Pertti & Krutova, Oxana & Melin, Harri, 2024. "Job well robotized! – Maintaining task diversity and well-being in managing technological changes," European Management Journal, Elsevier, vol. 42(1), pages 67-75.
    285. Ebeke, Christian H. & Eklou, Kodjovi M., 2023. "Automation and the employment elasticity of fiscal policy," Journal of Macroeconomics, Elsevier, vol. 75(C).
    286. Agrawal, Ajay & McHale, John & Oettl, Alexander, 2024. "Artificial intelligence and scientific discovery: a model of prioritized search," Research Policy, Elsevier, vol. 53(5).
    287. Yang Yu & Fangrong Ren & Yun Ju & Jingyi Zhang & Xiaoyan Liu, 2024. "Exploring the Role of Digital Transformation and Breakthrough Innovation in Enhanced Performance of Energy Enterprises: Fresh Evidence for Achieving Sustainable Development Goals," Sustainability, MDPI, vol. 16(2), pages 1-22, January.
    288. Daron Acemoglu & David Autor & Christina Patterson, 2023. "Bottlenecks: Sectoral Imbalances and the US Productivity Slowdown," NBER Working Papers 31427, National Bureau of Economic Research, Inc.
    289. Caleb Peppiatt, 2024. "The Future of Work: Inequality, Artificial Intelligence, and What Can Be Done About It. A Literature Review," Papers 2408.13300, arXiv.org.
    290. Toon Van Overbeke, 2023. "Conflict or cooperation? Exploring the relationship between cooperative institutions and robotisation," British Journal of Industrial Relations, London School of Economics, vol. 61(3), pages 550-573, September.
    291. Udayan Mukherjee & Harry Nicholls, 2024. "The impact of artificial intelligence – an economic analysis," Treasury Analytical Notes Series an24/06, New Zealand Treasury.
    292. Manuel A. Hidalgo-Pérez & Benedetto Molinari, 2022. "The effect of early automation on the wage distribution with endogenous occupational choices," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 39(3), pages 1055-1082, October.
    293. Friedrich, Teresa Sophie & Laible, Marie-Christine & Pollak, Reinhard & Schongen, Sebastian & Schulz, Benjamin & Vicari, Basha, 2021. "Grasping Digitalization in the Working World: An Example From the German National Educational Panel Study [Die Erfassung von Digitalisierung in der Arbeitswelt: Ein Beispiel aus dem Nationalen Bild," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 72(4), pages 415-452.
    294. László Czaller & Rikard H. Eriksson & Balázs Lengyel, 2021. "Reducing automation risk through career mobility: Where and for whom?," Papers in Regional Science, Wiley Blackwell, vol. 100(6), pages 1545-1569, December.
    295. Bürgisser, Reto, 2023. "Policy Responses to Technological Change in the Workplace," SocArXiv kwxn2, Center for Open Science.
    296. Dandan Qiao & Huaxia Rui & Qian Xiong, 2023. "AI and Jobs: Has the Inflection Point Arrived? Evidence from an Online Labor Platform," Papers 2312.04180, arXiv.org, revised Aug 2024.
    297. Wang, Linhui & Wang, Hui & Cao, Zhanglu & He, Yongda & Dong, Zhiqing & Wang, Shixiang, 2022. "Can industrial intellectualization reduce carbon emissions? — Empirical evidence from the perspective of carbon total factor productivity in China," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    298. Sergio De Nardis & Francesca Parente, 2022. "Technology and task changes in the major EU countries," Contemporary Economic Policy, Western Economic Association International, vol. 40(2), pages 391-413, April.
    299. Zhang, Xinchun & Sun, Murong & Liu, Jianxu & Xu, Aijia, 2024. "The nexus between industrial robot and employment in China: The effects of technology substitution and technology creation," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
    300. Cirillo, Valeria & Mina, Andrea & Ricci, Andrea, 2024. "Digital technologies, labor market flows and training: Evidence from Italian employer-employee data," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    301. Chuanlin Wang, & Guowan Yan & Jing Yang, 2025. "Navigating Employment Transformations: Liberalism vs. Statism in the Era of Industry 4.0," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 27(68), pages 145-145, February.
    302. Nikolaos Charalampidis, 2024. "Frictions and the diffusion of automation," Manchester School, University of Manchester, vol. 92(2), pages 148-170, March.
    303. Ni Chen & Zhi Li & Bo Tang, 2022. "Can digital skill protect against job displacement risk caused by artificial intelligence? Empirical evidence from 701 detailed occupations," PLOS ONE, Public Library of Science, vol. 17(11), pages 1-13, November.
    304. Michal Burzynski, 2024. "Spatial and Occupational Mobility of Workers Due to Automation," LISER Working Paper Series 2024-04, Luxembourg Institute of Socio-Economic Research (LISER).
    305. Xin, Baogui & Ye, Xiaopu, 2024. "Robotics applications, inclusive employment and income disparity," Technology in Society, Elsevier, vol. 78(C).
    306. Cui, Huijie & Liang, Shangkun & Xu, Canyu & Junli, Yu, 2024. "Robots and analyst forecast precision: Evidence from Chinese manufacturing," International Review of Financial Analysis, Elsevier, vol. 94(C).
    307. Anatolijs Prohorovs & Julija Bistrova, 2022. "Labour Share Convergence in the European Union," Economies, MDPI, vol. 10(9), pages 1-21, August.
    308. Navitha Singh Sewpersadh, 2023. "Disruptive business value models in the digital era," Journal of Innovation and Entrepreneurship, Springer, vol. 12(1), pages 1-27, December.
    309. Rafael Lopes de Melo & Theodore Papageorgiou, 2024. "Occupational Choice, Human Capital and Learning: A Multi-Armed Bandit Approach," Boston College Working Papers in Economics 1076, Boston College Department of Economics.
    310. Guo, Xue & Cheng, Aaron & Pavlou, Paul A., 2024. "Skill-biased technical change, again? Online gig platforms and local employment," LSE Research Online Documents on Economics 124538, London School of Economics and Political Science, LSE Library.
    311. Mi Guo, 2024. "Does Industrial Intelligence Promote Sustainable Employment?," Sustainability, MDPI, vol. 16(10), pages 1-21, May.
    312. Julian Tiedtke, 2025. "Automation, Firm Size and Skill Groups," LEM Papers Series 2025/09, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    313. Cauvel, Michael & Pacitti, Aaron, 2022. "Bargaining power, structural change, and the falling U.S. labor share," Structural Change and Economic Dynamics, Elsevier, vol. 60(C), pages 512-530.
    314. Brzozowski, Michał & Siwińska-Gorzelak, Joanna, 2024. "Did robots make wages less responsive to unemployment?," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    315. Henri Haapanala & Ive Marx & Zachary Parolin, 2023. "Robots and unions: The moderating effect of organized labour on technological unemployment," Economic and Industrial Democracy, Department of Economic History, Uppsala University, Sweden, vol. 44(3), pages 827-852, August.
    316. Jaume, David, 2021. "The labor market effects of an educational expansion," Journal of Development Economics, Elsevier, vol. 149(C).
    317. Hernnäs, Sofia, 2023. "Automation when skills are bundled," Working Paper Series 2023:2, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    318. Huang, Ruting & Yao, Xin, 2023. "The role of power transmission infrastructure in income inequality: Fresh evidence from China," Energy Policy, Elsevier, vol. 177(C).
    319. Andrea Borsato & Andre Lorentz, 2022. "The Kaldor-Verdoorn Law’s at the Age of Robots and AI," Working Papers of BETA 2022-25, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    320. Dai, Hangrui & Yang, Ronghai & Cao, Rongguang & Yin, Lei, 2024. "Does the application of industrial robots promote export green transformation? Evidence from Chinese manufacturing enterprises," International Review of Economics & Finance, Elsevier, vol. 96(PA).
    321. Alonso, Cristian & Berg, Andrew & Kothari, Siddharth & Papageorgiou, Chris & Rehman, Sidra, 2022. "Will the AI revolution cause a great divergence?," Journal of Monetary Economics, Elsevier, vol. 127(C), pages 18-37.
    322. Helena Corrales-Herrero & Beatriz Rodríguez-Prado, 2024. "Mapping the Occupations of Recent Graduates. The Role of Academic Background in the Digital Era," Research in Higher Education, Springer;Association for Institutional Research, vol. 65(8), pages 1853-1882, December.
    323. Ballestar, María Teresa & García-Lazaro, Aida & Sainz, Jorge & Sanz, Ismael, 2022. "Why is your company not robotic? The technology and human capital needed by firms to become robotic," Journal of Business Research, Elsevier, vol. 142(C), pages 328-343.
    324. Skare, Marinko & Gavurova, Beata & Blažević Burić, Sanja, 2024. "Artificial intelligence and wealth inequality: A comprehensive empirical exploration of socioeconomic implications," Technology in Society, Elsevier, vol. 79(C).
    325. Sato, Susumu, 2024. "Conflict between consumer and worker surpluses under monopoly power," Economics Letters, Elsevier, vol. 234(C).
    326. Jason Furman, 2025. "Regulating AI: Six Principles and Their Consequences," NBER Chapters, in: The Political Economy of Artificial Intelligence, National Bureau of Economic Research, Inc.
    327. David Marguerit, 2025. "Augmenting or Automating Labor? The Effect of AI Development on New Work, Employment, and Wages," Papers 2503.19159, arXiv.org.
    328. Li, Jianqiang & Hu, Ailian & Chen, Wanyi & Fang, Shiyao, 2024. "Social security fee reduction, industrial robots, and labor income share," Journal of Asian Economics, Elsevier, vol. 94(C).
    329. Yunke Deng & Haixin Tao & Bolun Yao & Xuezhu Shi, 2025. "The Impact of Digital Infrastructure on Rural Household Financial Vulnerability: A Quasi-Natural Experiment from the Broadband China Strategy," Sustainability, MDPI, vol. 17(5), pages 1-25, February.
    330. Antonio Francesco Gravina & Neil Foster-McGregor, 2024. "Unraveling wage inequality: tangible and intangible assets, globalization and labor market regulations," Empirical Economics, Springer, vol. 67(4), pages 1375-1420, October.
    331. Jun Cui, 2025. "Empirical Analysis of Digital Innovations Impact on Corporate ESG Performance: The Mediating Role of GAI Technology," Papers 2504.01041, arXiv.org.
    332. Mills, Stuart & Spencer, David A., 2025. "Efficient inefficiency: organisational challenges of realising economic gains from AI," LSE Research Online Documents on Economics 126626, London School of Economics and Political Science, LSE Library.
    333. Maria Monica WIHARDJA & Abror Tegar PRADANA & Putu Sanjiwacika WIBISANA & Arya SWARNATA, 2024. "The Heterogeneous Impacts of Digital Transformation and Investment on Indonesia's Labour Market," Working Papers DP-2024-17, Economic Research Institute for ASEAN and East Asia (ERIA).
    334. Filippo Belloc & Gabriel Burdin & Fabio Landini, 2023. "Advanced Technologies and Worker Voice," Economica, London School of Economics and Political Science, vol. 90(357), pages 1-38, January.
    335. He, Xiaogang & Teng, Ruifeng & Feng, Dawei & Gai, Jiahui, 2024. "Industrial robots and pollution: Evidence from Chinese enterprises," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 629-650.
    336. Yang, Jia & Pei, Yu & Qiang, Wei, 2024. "The impact of automation on human capital investment," Finance Research Letters, Elsevier, vol. 62(PB).
    337. Luca Grilli & Sergio Mariotti & Riccardo Marzano, 2024. "Artificial intelligence and shapeshifting capitalism," Journal of Evolutionary Economics, Springer, vol. 34(2), pages 303-318, April.
    338. Atiyas,Izak & Dutz,Mark Andrew, 2023. "Digital Technology Uses among Microenterprises : Why Is Productive Use So Low acrossSub-Saharan Africa ?," Policy Research Working Paper Series 10280, The World Bank.
    339. Tianru Qin & Lin Liang & Peng Liang & Wenqun Liang, 2025. "Can industrial robot utilization drive the total factor productivity of enterprises?," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 46(1), pages 129-148, January.
    340. Vardanyan, David, 2024. "Technologies and Labour : A Theoretical Model of Task-based Production in Labour Market with Search Frictions," Warwick-Monash Economics Student Papers 79, Warwick Monash Economics Student Papers.
    341. Caselli, Mauro & Fracasso, Andrea & Scicchitano, Sergio & Traverso, Silvio & Tundis, Enrico, 2025. "What workers and robots do: An activity-based analysis of the impact of robotization on changes in local employment," Research Policy, Elsevier, vol. 54(1).
    342. Erdem Dogukan Yilmaz & Christian Peukert, 2024. "Who Benefits from AI? Project-Level Evidence on Labor Demand, Operations and Profitability," CESifo Working Paper Series 11321, CESifo.
    343. Gardberg, Malin & Heyman, Fredrik & Norbäck, Pehr-Johan & Persson, Lars, 2019. "Digitization-Based Automation and Occupational Dynamics," Working Paper Series 1299, Research Institute of Industrial Economics.
    344. Guimarães, Luís & Mazeda Gil, Pedro, 2022. "Looking ahead at the effects of automation in an economy with matching frictions," Journal of Economic Dynamics and Control, Elsevier, vol. 144(C).
    345. Gries, Thomas & Naudé, Wim, 2020. "Artificial Intelligence, Income Distribution and Economic Growth," IZA Discussion Papers 13606, Institute of Labor Economics (IZA).
    346. Yuan, Sai & Zhou, Ran & Li, Mengna & Lv, Chengchao, 2023. "Investigating the influence of digital technology application on employee compensation," Technological Forecasting and Social Change, Elsevier, vol. 195(C).
    347. Hernnäs, Sofia, 2020. "Automation, Task Content and Occupations when Skills and Tasks are Bundled," Working Paper Series 2020:6, Uppsala University, Department of Economics.
    348. Renda, Andrea & Reynolds, Nicole & Laurer, Moritz & Cohen, Gal, 2019. "Digitising Agrifood: Pathways and Challenges," CEPS Papers 25701, Centre for European Policy Studies.
    349. Cao, Sean & Jiang, Wei & Wang, Junbo & Yang, Baozhong, 2024. "From Man vs. Machine to Man + Machine: The art and AI of stock analyses," Journal of Financial Economics, Elsevier, vol. 160(C).
    350. Wang, Linhui & Zhou, Huilin & Wan, Guanghua, 2025. "The impact of robots on unemployment duration: Evidence from the Chinese General Social Survey," China Economic Review, Elsevier, vol. 89(C).
    351. Gary S Fields, 2023. "The Growth–Employment–Poverty Nexus in Africa," Journal of African Economies, Centre for the Study of African Economies, vol. 32(Supplemen), pages 147-163.
    352. Xiaoyan Chen & Liwen Wan & Qunqun Cheng & Yuping Shang, 2024. "Assessing the Influence of Open Innovation among Chinese Cities on Enterprise Carbon Emissions," Sustainability, MDPI, vol. 16(16), pages 1-23, August.
    353. Pascal Stiefenhofer, 2025. "The Future of Work and Capital: Analyzing AGI in a CES Production Model," Papers 2502.07044, arXiv.org.
    354. Emilio Colombo & Fabio Mercorio & Mario Mezzanzanica & Antonio Serino, 2024. "Towards the Terminator Economy: Assessing Job Exposure to AI through LLMs," DISEIS - Quaderni del Dipartimento di Economia internazionale, delle istituzioni e dello sviluppo dis2401, Università Cattolica del Sacro Cuore, Dipartimento di Economia internazionale, delle istituzioni e dello sviluppo (DISEIS).
    355. Wei, Xiahai & Xu, Jiawei & Cao, Hui, 2024. "Production automation upgrades and the mystery of workers' overwork: Evidence from a manufacturing employer-employee matching survey in China," Journal of Asian Economics, Elsevier, vol. 91(C).
    356. Mookherjee, Dilip & Ray, Debraj, 2020. "Growth, Automation and the Long Run Share of Labor," CEPR Discussion Papers 14286, C.E.P.R. Discussion Papers.
    357. Ugur, Mehmet, 2024. "Innovation, market power and the labour share: evidence from OECD industries," Greenwich Papers in Political Economy 38374, University of Greenwich, Greenwich Political Economy Research Centre.
    358. Hui Liang & Jingbo Fan & Yunhan Wang, 2025. "Artificial Intelligence, Technological Innovation, and Employment Transformation for Sustainable Development: Evidence from China," Sustainability, MDPI, vol. 17(9), pages 1-28, April.
    359. Haapanala, Henri & Marx, Ive & Parolin, Zachary, 2022. "Robots and Unions: The Moderating Effect of Organised Labour on Technological Unemployment," IZA Discussion Papers 15080, Institute of Labor Economics (IZA).
    360. Gravina, Antonio Francesco & Foster-McGregor, Neil, 2020. "Automation, globalisation and relative wages: An empirical analysis of winners and losers," MERIT Working Papers 2020-040, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    361. Yina Zhang & Wu Zhao & Haiman Liu, 2024. "Effect of Digital Transformation in Sports Companies on Green Innovation: Evidence from Listed Companies in China," Sustainability, MDPI, vol. 16(19), pages 1-31, September.
    362. López-Martínez María & García-Luque Olga & Rodríguez-Pasquín Myriam, 2021. "Digital Gender Divide and Convergence in the European Union Countries," Economics - The Open-Access, Open-Assessment Journal, De Gruyter, vol. 15(1), pages 115-128, January.
    363. Xiaoyi Li & Qibo Tian, 2023. "How Does Usage of Robot Affect Corporate Carbon Emissions?—Evidence from China’s Manufacturing Sector," Sustainability, MDPI, vol. 15(2), pages 1-16, January.
    364. Giacomo Damioli & Vincent Van Roy & Daniel Vertesy & Marco Vivarelli, 2021. "Detecting the labour-friendly nature of AI product innovation," DISCE - Working Papers del Dipartimento di Politica Economica dipe0017, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    365. Mauro Caselli & Edwin Fourrier-Nicolai & Andrea Fracasso & Sergio Scicchitano, 2024. "Digital Technologies and Firms’ Employment and Training," CESifo Working Paper Series 11056, CESifo.
    366. Fredrik W. Andersson & Henrik Jordahl & Anders Kärnä, 2024. "Ballooning bureaucracy? Stylized facts of growing administration in Swedish higher education," Constitutional Political Economy, Springer, vol. 35(2), pages 303-326, June.
    367. Jongwanich, Juthathip & Kohpaiboon, Archanun & Obashi, Ayako, 2022. "Technological advancement, import penetration and labour markets: Evidence from Thailand," World Development, Elsevier, vol. 151(C).
    368. Daojun Li & Haiqin Wang & Juan Wang, 2024. "Artificial Intelligence and Technological Innovation: Evidence from China’s Strategic Emerging Industries," Sustainability, MDPI, vol. 16(16), pages 1-24, August.
    369. Heyman, Fredrik & Olsson, Martin, 2022. "Long-Run Effects of Technological Change: The Impact of Automation and Robots on Intergenerational Mobility," Working Paper Series 1451, Research Institute of Industrial Economics, revised 29 Jun 2023.
    370. Chuan, Amanda & Zhang, Weilong, 2023. "Non-college Occupations, Workplace Routinization, and the Gender Gap in College Enrollment," IZA Discussion Papers 16089, Institute of Labor Economics (IZA).
    371. Wei, Xiahai & Jiang, Feng & Su, Yaqin, 2024. "More green, less labor gains? Green factory and labor income share in China," Energy Economics, Elsevier, vol. 133(C).
    372. Cheng Ye & Xinyi Huang & Xiya Lin & Miraj Ahmed Bhuiyan, 2025. "Digital economy and financial development nexus: a global perspective," Economic Change and Restructuring, Springer, vol. 58(3), pages 1-38, June.
    373. Anna V. Tikhonova, 2023. "Development of Tax Incentives for Investments in Human Capital," Finansovyj žhurnal — Financial Journal, Financial Research Institute, Moscow 125375, Russia, issue 1, pages 116-133, February.
    374. Alexander Lammers & Felix Lukowski & Kathrin Weis, 2023. "The relationship between works councils and firms’ further training provision in times of technological change," British Journal of Industrial Relations, London School of Economics, vol. 61(2), pages 392-424, June.
    375. Oghenovo A. Obrimah, 2023. "Policy-speak evidence that each of Pareto efficient competition and transfer payments are necessary conditions for first-best progressions to welfare," SN Business & Economics, Springer, vol. 3(8), pages 1-30, August.
    376. Hang Do & Kiet Duong & Toan Huynh & Nam T. Vu, 2024. "The Real Effects of Brexit on Labor Demand: Evidence from Firm-level Data," Working Papers 117, Queen Mary, University of London, School of Business and Management, Centre for Globalisation Research.
    377. Christenko, Aleksandr, 2022. "Automation and occupational mobility: A task and knowledge-based approach," Technology in Society, Elsevier, vol. 70(C).
    378. Dongyu Zhao & Man Wang, 2024. "Smart Manufacturing Promotes High-Quality Development of Enterprises in China," Sustainability, MDPI, vol. 16(23), pages 1-20, November.
    379. World Bank, 2024. "Migration, Automation, and the Malaysian Labor Market," World Bank Publications - Reports 42388, The World Bank Group.
    380. Marios Vasileiou & Leonidas Sotirios Kyrgiakos & Christina Kleisiari & Georgios Kleftodimos & George Vlontzos & Hatem Belhouchette & Panos M. Pardalos, 2024. "Transforming weed management in sustainable agriculture with artificial intelligence: a systematic literature review towards weed identification and deep learning," Post-Print hal-04297703, HAL.
    381. Armanda Cetrulo & Giovanni Dosi & Angelo Moro & Linnea Nelli & Maria Enrica Virgillito, 2023. "Automation, digitalization and decarbonization in the European automotive industry: a roadmap towards a just transition," LEM Papers Series 2023/36, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    382. Fabien Petit & Florencia Jaccoud & Tommaso Ciarli, 2023. "Heterogeneous Adjustments of Labor Markets to Automation Technologies," CESifo Working Paper Series 10237, CESifo.
    383. Gartner, Hermann & Stüber, Heiko, 2019. "Strukturwandel am Arbeitsmarkt seit den 70er Jahren: Arbeitsplatzverluste werden durch neue Arbeitsplätze immer wieder ausgeglichen (Structural change on the labor market since the 70s : The destructi," IAB-Kurzbericht 201913, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    384. Luca Sandrini, 2019. "Incentives for labor-augmenting innovation: The role of wage rate," "Marco Fanno" Working Papers 0232, Dipartimento di Scienze Economiche "Marco Fanno".
    385. Danzer, Alexander M. & Feuerbaum, Carsten & Gaessler, Fabian, 2024. "Labor supply and automation innovation: Evidence from an allocation policy," Journal of Public Economics, Elsevier, vol. 235(C).
    386. Stemmler, Henry, 2023. "Automated Deindustrialization: How Global Robotization Affects Emerging Economies—Evidence from Brazil," World Development, Elsevier, vol. 171(C).
    387. Gries, Thomas & Naudé, Wim, 2021. "The Race of Man and Machine: Implications of Technology When Abilities and Demand Constraints Matter," IZA Discussion Papers 14341, Institute of Labor Economics (IZA).
    388. B. N. Kausik, 2023. "Cognitive Aging and Labor Share," Papers 2308.14982, arXiv.org, revised Jan 2024.
    389. Mammadov Huseyn & Africa Ruiz-Gandara & Luis Gonzalez-Abril & Isidoro Romero, 2024. "Adoption of Artificial Intelligence in Small and Medium-Sized Enterprises in Spain: The Role of Competences and Skills," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 26(67), pages 848-848, August.
    390. Pichler, Anton & del Rio-Chanona, R. Maria & Farmer, J. Doyne & Ives, Matthew & Bücker, Joris, 2023. "Employment dynamics in a rapid decarbonization of the power sector," INET Oxford Working Papers 2023-28, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford.
    391. Cátia Rosário & Celeste Varum & Anabela Botelho, 2024. "Unlocking the Code to Continuous Innovation: A Study of Key Determinants for Serial Innovators," Administrative Sciences, MDPI, vol. 14(3), pages 1-16, February.
    392. David Andersson & Mounir Karadja & Erik Prawitz, 2022. "Mass Migration and Technological Change," Journal of the European Economic Association, European Economic Association, vol. 20(5), pages 1859-1896.
    393. Raza, Werner, 2024. "Towards a progressive industrial policy for the twin transformation in the European Union: Synthesis report," Research Reports 21/2025, Austrian Foundation for Development Research (ÖFSE).
    394. Jasmine Mondolo, 2022. "The composite link between technological change and employment: A survey of the literature," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1027-1068, September.
    395. Hang, Leiming & Lu, Wei & Ge, Xiaowei & Ye, Bin & Zhao, Zhiqi & Cheng, Fangfang, 2024. "R&D innovation, industrial evolution and the labor skill structure in China manufacturing," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
    396. Lamperti, Fabio, 2024. "Unlocking machine learning for social sciences: The case for identifying Industry 4.0 adoption across business restructuring events," Technological Forecasting and Social Change, Elsevier, vol. 207(C).
    397. Jifeng Zhang & Zirui Yang & Bing He, 2023. "Does Digital Infrastructure Improve Urban Economic Resilience? Evidence from the Yangtze River Economic Belt in China," Sustainability, MDPI, vol. 15(19), pages 1-21, September.
    398. Vladimir Márquez Stone & Seyka Verónica Sandoval Cabrera, 2024. "Effects of Automation on Mexican Automotive Employment: 2013–2022," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 67(3), pages 661-680, September.
    399. Pan, Junyu & Cifuentes-Faura, Javier & Zhao, Xin & Liu, Xiaoqian, 2024. "Unlocking the impact of digital technology progress and entry dynamics on firm's total factor productivity in Chinese industries," Global Finance Journal, Elsevier, vol. 60(C).
    400. Egana-delSol, Pablo & Micco, Alejandro, 2024. "The Role of Technological Change in the Evolution of the Employment to Output Elasticity," IZA Discussion Papers 17003, Institute of Labor Economics (IZA).
    401. Daron Acemoglu, 2025. "2023 Klein Lecture—Capital And Wages," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 66(1), pages 3-24, February.
    402. Qin Chen & Jinfeng Ge & Huaqing Xie & Xingcheng Xu & Yanqing Yang, 2023. "Large Language Models at Work in China's Labor Market," Papers 2308.08776, arXiv.org, revised May 2025.
    403. Vrolijk, Kasper, 2023. "How does globalisation affect social cohesion?," IDOS Discussion Papers 5/2023, German Institute of Development and Sustainability (IDOS).
    404. Jonathan Gruber & Benjamin R. Handel & Samuel H. Kina & Jonathan T. Kolstad, 2020. "Managing Intelligence: Skilled Experts and AI in Markets for Complex Products," NBER Working Papers 27038, National Bureau of Economic Research, Inc.
    405. Ofori, Pamela E. & Ofori, Isaac K., 2024. "The Impact of Frontier Technology Adoption on Gender Inequality: Evidence from Africa," EconStor Preprints 298789, ZBW - Leibniz Information Centre for Economics.
    406. Anzolin, Guendalina & Andreoni, Antonio & Zanfei, Antonello, 2022. "What is driving robotisation in the automotive value chain? Empirical evidence on the role of FDIs and domestic capabilities in technology adoption," Technovation, Elsevier, vol. 115(C).
    407. Li, Jianjun & Wu, Zhouyi & Yu, Kaijia & Zhao, Wei, 2024. "The effect of industrial robot adoption on firm value: Evidence from China," Finance Research Letters, Elsevier, vol. 60(C).
    408. Edouard Ribes, 2021. "Where are the opportunities for growth in the professional services space?," Working Papers hal-03181967, HAL.
    409. Rob Davies & Dirk van Seventer, 2020. "Polarization in the South African labour market: Economy-wide scenarios," WIDER Working Paper Series wp-2020-121, World Institute for Development Economic Research (UNU-WIDER).
    410. Takuji Fueki & Shinnosuke Katsuki & Ichiro Muto & Yu Sugisaki, 2023. "Automation and Nominal Rigidities," IMES Discussion Paper Series 23-E-01, Institute for Monetary and Economic Studies, Bank of Japan.
    411. Başak Dalgıç & Burcu Fazlıoğlu & Aytekin Güven, 2023. "Innovation, employment and market structure: firm level evidence from Turkey," Empirical Economics, Springer, vol. 65(3), pages 1385-1407, September.
    412. Li, Chengyou & Zheng, Chunji & Liu, Mengxun & Wang, Zeru, 2024. "Digital economy spillover on energy saving and emission reduction: Evidence from China," Energy, Elsevier, vol. 308(C).
    413. Tyna Eloundou & Sam Manning & Pamela Mishkin & Daniel Rock, 2023. "GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models," Papers 2303.10130, arXiv.org, revised Aug 2023.
    414. Yashiro, Naomitsu & Kyyrä, Tomi & Hwang, Hyunjeong & Tuomala, Juha, 2020. "Technology, Labour Market Institutions and Early Retirement: Evidence from Finland," Working Papers 136, VATT Institute for Economic Research.
    415. Schneider, Florian, 2024. "Do robots boost productivity? A quantitative meta-study," MPRA Paper 123392, University Library of Munich, Germany.
    416. David Kunst, 2019. "Deskilling among Manufacturing Production Workers," Tinbergen Institute Discussion Papers 19-050/VI, Tinbergen Institute, revised 30 Dec 2020.
    417. Bustos, Emil, 2023. "The Effect of Centrally Bargained Wages on Firm Growth," Working Paper Series 1456, Research Institute of Industrial Economics.
    418. Orhan Erem Atesagaoglu & Hakki Yazici, 2021. "Optimal Taxation of Capital in the Presence of Declining Labor Share," CESifo Working Paper Series 9101, CESifo.
    419. Almeida, Derick & Naudé, Wim & Sequeira, Tiago Neves, 2024. "Artificial Intelligence and the Discovery of New Ideas: Is an Economic Growth Explosion Imminent?," IZA Discussion Papers 16766, Institute of Labor Economics (IZA).
    420. Xia, Lei & Han, Qingjiang & Yu, Shui, 2024. "Industrial intelligence and industrial structure change: Effect and mechanism," International Review of Economics & Finance, Elsevier, vol. 93(PA), pages 1494-1506.
    421. Zhang, Chenrui & Wang, Yatong, 2024. "Is enterprise digital transformation beneficial to shareholders? Insights from the cost of equity capital," International Review of Financial Analysis, Elsevier, vol. 92(C).
    422. Niu, Meng & Wang, Zhenguo & Zhang, Yabin, 2022. "How information and communication technology drives (routine and non-routine) jobs: Structural path and decomposition analysis for China," Telecommunications Policy, Elsevier, vol. 46(1).
    423. Dilip Mookherjee & Debraj Ray, 2021. "Online Appendix to "Growth, Automation and the Long-Run Share of Labor"," Online Appendices 21-148, Review of Economic Dynamics.
    424. Xin Du & Hengming Zhang & Yawen Han, 2022. "How Does New Infrastructure Investment Affect Economic Growth Quality? Empirical Evidence from China," Sustainability, MDPI, vol. 14(6), pages 1-30, March.
    425. Ikumo Isono & Hilmy Prilliadi, 2023. "Accelerating Artificial Intelligence Discussions in ASEAN: Addressing Disparities, Challenges, and Regional Policy Imperatives," Working Papers DP-2023-16, Economic Research Institute for ASEAN and East Asia (ERIA).
    426. Lee E. Ohanian & Musa Orak & Shihan Shen, 2021. "Revisiting Capital-Skill Complementarity, Inequality, and Labor Share," International Finance Discussion Papers 1319, Board of Governors of the Federal Reserve System (U.S.).
    427. Nippani, Abishek, 2020. "Automation and Labour in India: Policy Implications of Job Polarisation pre and post COVID-19 crisis," SocArXiv h9gaw, Center for Open Science.
    428. Zhang, Weike & Zeng, Ming, 2024. "Is artificial intelligence a curse or a blessing for enterprise energy intensity? Evidence from China," Energy Economics, Elsevier, vol. 134(C).
    429. Anderton, Robert & Jarvis, Valerie & Labhard, Vincent & Morgan, Julian & Petroulakis, Filippos & Vivian, Lara, 2020. "Virtually everywhere? Digitalisation and the euro area and EU economies," Occasional Paper Series 244, European Central Bank.
    430. Wang, Linhui & Chen, Qi & Dong, Zhiqing & Cheng, Lu, 2024. "The role of industrial intelligence in peaking carbon emissions in China," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
    431. Egana-delSol, Pablo & Cruz, Gabriel & Micco, Alejandro, 2022. "COVID-19 and automation in a developing economy: Evidence from Chile," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    432. Innocenti, Stefania & Golin, Marta, 2022. "Human capital investment and perceived automation risks: Evidence from 16 countries," Journal of Economic Behavior & Organization, Elsevier, vol. 195(C), pages 27-41.
    433. Belloc, Filippo & Burdin, Gabriel & Landini, Fabio, 2022. "Robots, Digitalization, and Worker Voice," GLO Discussion Paper Series 1038, Global Labor Organization (GLO).
    434. Ciaffi, Giovanna & Deleidi, Matteo & Di Bucchianico, Stefano, 2024. "Stagnation despite ongoing innovation: Is R&D expenditure composition a missing link? An empirical analysis for the US (1948–2019)," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
    435. Rizwan Raheem Ahmed & Munwar Hussain Pahi & Shahid Nadeem & Riaz Hussain Soomro & Vishnu Parmar & Fouzia Nasir & Faiz Ahmed, 2023. "How and When Ethics Lead to Organizational Performance: Evidence from South Asian Firms," Sustainability, MDPI, vol. 15(10), pages 1-29, May.
    436. Yang, Yang & Lin, Zibo & Xu, Zhaoyi & Liu, Shuwen, 2024. "The impact of digital finance on regional economic resilience," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).
    437. Corhay, Alexandre & Kung, Howard & Schmid, Lukas, 2025. "Q: Risk, rents, or growth?," Journal of Financial Economics, Elsevier, vol. 165(C).
    438. Luis R. Diaz Pavez & Inmaculada Martinez-Zarzoso, 2023. "The impact of local and foreign automation on labor market outcomes in emerging countries," Working Papers 2023.01, International Network for Economic Research - INFER.
    439. Dami'an Vergara, 2022. "Minimum Wages and Optimal Redistribution," Papers 2202.00839, arXiv.org, revised Dec 2022.
    440. Venkat Ram Reddy Ganuthula & Krishna Kumar Balaraman, 2025. "The Paradox of Professional Input: How Expert Collaboration with AI Systems Shapes Their Future Value," Papers 2504.12654, arXiv.org.
    441. Jose-Ignacio Anton & David Klenert & Enrique Fernandez-Macias & Maria Cesira Urzi Brancati & Georgios Alaveras, 2020. "The labour market impact of robotisation in Europe," JRC Working Papers on Labour, Education and Technology 2020-06, Joint Research Centre.
    442. Ofori, Pamela E. & Ofori, Isaac K., 2024. "The Impact of Frontier Technology Adoption on Gender Inequality: Evidence from Africa," MPRA Paper 121245, University Library of Munich, Germany.
    443. Mihaela Simionescu & Cristinel Vasiliu & Corina-Georgiana Serban (Patrintas) & Andreea-Nicoleta Bichel & Oana Simona Hudea, 2023. "Towards a Modern Leadership: Sustainable Development-Oriented Management," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 25(S17), pages 1024-1024, November.
    444. McFadden, Jonathan & Njuki, Eric & Griffin, Terry, 2023. "Precision Agriculture in the Digital Era: Recent Adoption on U.S. Farms," USDA Miscellaneous 333550, United States Department of Agriculture.
    445. Wanying Rao & Pingfeng Liu, 2024. "Can Digital Innovation Improve Green Total Factor Productivity: Evidence from Digital Patents of China," Sustainability, MDPI, vol. 16(10), pages 1-21, May.
    446. Youngsoon Kwon & Myungkyu Shim & Hee-Seung Yang, 2024. "Pandemic Work Mode and Automation: Evidence from South Korea," Working papers 2024rwp-236, Yonsei University, Yonsei Economics Research Institute.
    447. Li, Hebo & Liu, Yulin & Lu, Zhuocheng, 2024. "Can digital factor participation create opportunities for “rags to riches”? Based on the perspective of intergenerational income mobility," International Review of Economics & Finance, Elsevier, vol. 96(PC).
    448. Sharfaei, Shahab & Bittner, Jan, 2024. "Technological employment: Evidence from worldwide robot adoption," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    449. Lu, Jing & Xiao, Qinglan & Wang, Taoxuan, 2023. "Does the digital economy generate a gender dividend for female employment? Evidence from China," Telecommunications Policy, Elsevier, vol. 47(6).
    450. Anastasiia Pustovalova & Priit Vahter, 2024. "Automation-Skill Complementarity: The Changing Returns To Soft Skills In Different Stages Of Technology Adoption," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 146, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    451. Venkat Ram Reddy Ganuthula & Krishna Kumar Balaraman, 2025. "Skill-Based Labor Market Polarization in the Age of AI: A Comparative Analysis of India and the United States," Papers 2501.15809, arXiv.org, revised Feb 2025.
    452. Javier Silvestre & John E. Murray, 2023. "Determinants in the adoption of a non-labor-substitution technology: mechanical ventilation in West Virginia coal mines, 1898–1907," Cliometrica, Springer;Cliometric Society (Association Francaise de Cliométrie), vol. 17(3), pages 467-500, September.
    453. Zhao, Zhilong & Rong, Shu & Fang, Wu, 2024. "Does corporate digital transformation reduce the level of corporate leverage manipulation?," Finance Research Letters, Elsevier, vol. 69(PA).
    454. Du, Longzheng & Lin, Weifen, 2022. "Does the application of industrial robots overcome the Solow paradox? Evidence from China," Technology in Society, Elsevier, vol. 68(C).
    455. Moniz, António Brandão & Krings, Bettina-Johanna, 2022. "“Manufacturing Life” in Real Work Processes? New Manufacturing Environments with Micro- and Nanorobotics," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, issue Latest ar.
    456. Galaz, Victor & Centeno, Miguel A. & Callahan, Peter W. & Causevic, Amar & Patterson, Thayer & Brass, Irina & Baum, Seth & Farber, Darryl & Fischer, Joern & Garcia, David & McPhearson, Timon & Jimenez, 2021. "Artificial intelligence, systemic risks, and sustainability," Technology in Society, Elsevier, vol. 67(C).
    457. Antonio Cutanda, 2022. "The elasticity of substitution and labor-saving innovations in the Spanish regions," Estudios de Economia, University of Chile, Department of Economics, vol. 49(2 Year 20), pages 123-144, December.
    458. Zhai, Shaoxuan & Liu, Zhenpeng, 2023. "Artificial intelligence technology innovation and firm productivity: Evidence from China," Finance Research Letters, Elsevier, vol. 58(PB).
    459. Huanan Liu & Yan Wang & Zhoufu Yan, 2024. "Artificial Intelligence and Food Processing Firms Productivity: Evidence from China," Sustainability, MDPI, vol. 16(14), pages 1-18, July.
    460. Masayuki MORIKAWA, 2024. "Use of Artificial Intelligence and Productivity: Evidence from firm and worker surveys," Discussion papers 24074, Research Institute of Economy, Trade and Industry (RIETI).
    461. Jeffrey, Karen & Matakos, Konstantinos, 2024. "Automation anxiety, fairness perceptions, and redistribution: Past experiences condition the response to future job loss," Journal of Economic Behavior & Organization, Elsevier, vol. 221(C), pages 174-190.
    462. Orhan Erem Atesagaoglu & Hakki Yazici, 2021. "Optimal Taxation of Capital in the Presence of Declining Labor Share," Bristol Economics Discussion Papers 21/739, School of Economics, University of Bristol, UK.
    463. Wang, Lei & Zhou, Yahong & Chiao, Benjamin, 2023. "Robots and firm innovation: Evidence from Chinese manufacturing," Journal of Business Research, Elsevier, vol. 162(C).
    464. Corekcioglu, Gozde & Francesconi, Marco & Kunze, Astrid, 2025. "Parental Leave from the Firm’s Perspective," Discussion Paper Series in Economics 11/2025, Norwegian School of Economics, Department of Economics.
    465. Daniel Lind, 2022. "The China Effect on Manufacturing Productivity in the United States and Other High-income Countries," International Productivity Monitor, Centre for the Study of Living Standards, vol. 42, pages 33-62, Spring.
    466. Dupuy, Arnaud & Raux, Morgan & Signorelli, Sara, 2024. "Digitalization, Change in Skill Distance between Occupations and Worker Mobility: A Gravity Model Approach," IZA Discussion Papers 17535, Institute of Labor Economics (IZA).
    467. Ozgun, Burcu & Broekel, Tom, 2021. "The geography of innovation and technology news - An empirical study of the German news media," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    468. Jean-Philippe Deranty & Thomas Corbin, 2022. "Artificial Intelligence and work: a critical review of recent research from the social sciences," Papers 2204.00419, arXiv.org.
    469. Elliott, Robert J.R. & Kuai, Wenjing & Maddison, David & Ozgen, Ceren, 2024. "Eco-innovation and (green) employment: A task-based approach to measuring the composition of work in firms," Journal of Environmental Economics and Management, Elsevier, vol. 127(C).
    470. Jinyoung Kim & Cyn‐Young Park, 2020. "Education, skill training, and lifelong learning in the era of technological revolution: a review," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 34(2), pages 3-19, November.
    471. Andreas Baur & Lisandra Flach & Isabella Gourevich & Florian Unger, 2023. "North-South Trade: The Impact of Robotization," CESifo Working Paper Series 10865, CESifo.
    472. Blasco, Sylvie & Rochut, Julie & Rouland, Benedicte, 2022. "Displaced or Depressed? The Effect of Working in Automatable Jobs on Mental Health," IZA Discussion Papers 15434, Institute of Labor Economics (IZA).
    473. Demombynes, Gabriel & Langbein, Jorg Gero & Weber, Michael, 2025. "The Exposure of Workers to Artificial Intelligence in Low- and Middle-Income Countries," Policy Research Working Paper Series 11057, The World Bank.
    474. Serguei Kaniovski & Thomas Url & Helmut Hofer & Viola Garstenauer, 2021. "A Long-run Macroeconomic Model of the Austrian Economy (A-LMM 2.0). New Results (2021)," WIFO Studies, WIFO, number 67377.
    475. Jeff Borland & Michael Coelli, 2023. "The Australian labour market and IT-enabled technological change," Melbourne Institute Working Paper Series wp2023n01, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    476. Benjamin K. Couillard & Christopher L. Foote, 2019. "Recent Employment Growth in Cities, Suburbs, and Rural Communities," Working Papers 19-20, Federal Reserve Bank of Boston.
    477. Giovanni Dosi & Marcelo C. Pereira & Andrea Roventini & Maria Enrica Virgillito, 2022. "A complexity view on the future of work. Meta-modelling exploration of the multi-sector K+S agent based model," LEM Papers Series 2022/22, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    478. Heyman, Fredrik & Norbäck, Pehr-Johan & Persson, Lars, 2021. "Automation, Work and Productivity: The Role of Firm Heterogeneity," Working Paper Series 1382, Research Institute of Industrial Economics, revised 09 Mar 2023.
    479. Guillaume Bazot & David Guerreiro, 2025. "A decomposition of the labor share decline in the US business sector," AMSE Working Papers 2503, Aix-Marseille School of Economics, France.
    480. Qingyang Wu, 2023. "Sustainable growth through industrial robot diffusion: Quasi‐experimental evidence from a Bartik shift‐share design," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 31(4), pages 1107-1133, October.
    481. Lee, King Fuei, 2024. "Artificial Intelligence and Labour Markets in Southeast Asia: An Empirical Examination," MPRA Paper 123744, University Library of Munich, Germany.
    482. João Amador & Cátia Silva, 2023. "A view on ICT and digitalization in Portuguese firms," Economic Bulletin and Financial Stability Report Articles and Banco de Portugal Economic Studies, Banco de Portugal, Economics and Research Department.
    483. Chuan, A. & Zhang, W., 2021. "Non-College Occupations, Workplace Routinization, and the Gender Gap in College Enrollment," Cambridge Working Papers in Economics 2177, Faculty of Economics, University of Cambridge.
    484. Chang, Qing & Wu, Mengtao & Zhang, Longtian, 2024. "Endogenous growth and human capital accumulation in a data economy," Structural Change and Economic Dynamics, Elsevier, vol. 69(C), pages 298-312.
    485. Yulia Turovets & Konstantin Vishnevskiy & Artem Altynov, 2020. "How To Measure Ai: Trends, Challenges And Implications," HSE Working papers WP BRP 116/STI/2020, National Research University Higher School of Economics.
    486. Campos, Nauro F. & De Grauwe, Paul & Ji, Yuemei, 2025. "Structural reforms and economic performance: the experience of advanced economies," LSE Research Online Documents on Economics 120870, London School of Economics and Political Science, LSE Library.
    487. Wei, Xiahai & Jiang, Feng & Chen, Yu & Hua, Wenhui, 2024. "Towards green development: The role of intelligent manufacturing in promoting corporate environmental performance," Energy Economics, Elsevier, vol. 131(C).
    488. Hui Tian & Jiaqi Qin & Chaoyin Cheng & Sohail Ahmad Javeed & Tiansi Chu, 2024. "Towards low‐carbon sustainable development under Industry 4.0: The influence of industrial intelligence on China's carbon mitigation," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(1), pages 455-480, February.
    489. Samwer, Julia & Chen, Chinchih, 2020. "How labor market institutions affect technological choices," ILE Working Paper Series 42, University of Hamburg, Institute of Law and Economics.
    490. Giacomo Damioli & Vincent Van Roy & Daniel Vertesy, 2021. "The impact of artificial intelligence on labor productivity," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 11(1), pages 1-25, March.
    491. Dawei (David) Zhang & Gang Peng & Yuliang Yao & Tyson R. Browning, 2024. "Is a College Education Still Enough? The IT-Labor Relationship with Education Level, Task Routineness, and Artificial Intelligence," Information Systems Research, INFORMS, vol. 35(3), pages 992-1010, September.
    492. Emmanuel Baffour Gyau & Yaya Li & Michael Appiah, 2025. "Global digital transformation: discovering the impact of digitalization on income inequality in OECD countries, the moderating role of globalization," Economic Change and Restructuring, Springer, vol. 58(1), pages 1-37, February.
    493. Łukasz Arendt & Eugeniusz Kwiatkowski, 2023. "Kontrowersje wokół wpływu nowoczesnych technologii na zatrudnienie i bezrobocie," Ekonomista, Polskie Towarzystwo Ekonomiczne, issue 2, pages 195-216.
    494. Jian Song & Yijing Wang & Jing Wang, 2022. "The Impact of SO 2 Emissions Trading Scheme on Firm’s Environmental Performance: A Channel from Robot Application," IJERPH, MDPI, vol. 19(24), pages 1-31, December.
    495. Yan Liu, 2024. "Generative AI : Catalyst for Growth or Harbinger of Premature De-Professionalization ?," Policy Research Working Paper Series 10915, The World Bank.
    496. Yang Shen & Zhihong Yang, 2023. "Chasing Green: The Synergistic Effect of Industrial Intelligence on Pollution Control and Carbon Reduction and Its Mechanisms," Sustainability, MDPI, vol. 15(8), pages 1-22, April.
    497. Fedorets Alexandra & Kirchner Stefan & Adriaans Jule & Giering Oliver, 2022. "Data on Digital Transformation in the German Socio-Economic Panel," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 242(5-6), pages 691-705, December.
    498. Xavier Vives, 2024. "La competencia en los mercados digitales," Working Papers 2024-01, FEDEA.
    499. Sáenz, Luis Felipe, 2022. "Time-varying capital intensities and the hump-shaped evolution of economic activity in manufacturing," Journal of Macroeconomics, Elsevier, vol. 73(C).
    500. Roberta Capello & Simona Ciappei & Camilla Lenzi, 2024. "Unveiling the automation—wage inequality nexus within and across regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 73(4), pages 1729-1756, December.
    501. Yannick Bormans & Angelos Theodorakopoulos, 2023. "Productivity dispersion, wage dispersion and superstar firms," Economica, London School of Economics and Political Science, vol. 90(360), pages 1145-1172, October.
    502. Ugur, Mehmet, 2024. "Effects of innovation and markups on employment and labour share in OECD industries," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 221-234.
    503. Gustavo de Souza & Jacob S. Herbstman & Jack Mannion, 2024. "How Demand for New Skills Affects Wage Inequality: The Case of Software Programmers," Working Paper Series WP 2024-19, Federal Reserve Bank of Chicago.
    504. Daron Acemoglu & Alex He & Daniel le Maire, 2022. "Eclipse of Rent-Sharing: The Effects of Managers' Business Education on Wages and the Labor Share in the US and Denmark," NBER Working Papers 29874, National Bureau of Economic Research, Inc.
    505. Zhang, Yun & Samaniego, Roberto & Rodrigo, Rodimiro, 2025. "Robots and Inequality Between and Within Occupations," SocArXiv gtbm4_v1, Center for Open Science.
    506. Milan Miric & Nan Jia & Kenneth G. Huang, 2023. "Using supervised machine learning for large‐scale classification in management research: The case for identifying artificial intelligence patents," Strategic Management Journal, Wiley Blackwell, vol. 44(2), pages 491-519, February.
    507. Li, Daiyue & Jin, Yanhong & Cheng, Mingwang, 2024. "Unleashing the power of industrial robotics on firm productivity: Evidence from China," Journal of Economic Behavior & Organization, Elsevier, vol. 224(C), pages 500-520.
    508. Azio Barani, 2021. "Innovazione tecnologica e lavoro: automazione, occupazione e impatti socio-economici," QUADERNI DI ECONOMIA DEL LAVORO, FrancoAngeli Editore, vol. 0(114), pages 51-79.
    509. Raquel Fonseca & Marie Mélanie Fontaine & Catherine Haeck, 2021. "Le lien entre les compétences en numératie et les rendements sur le marché du travail au Québec," CIRANO Project Reports 2021rp-11, CIRANO.
    510. Mustafa Dogan & Alexandre Jacquillat & Pinar Yildirim, 2024. "Strategic automation and decision‐making authority," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 33(1), pages 203-246, January.
    511. Cátia Rosário & Celeste Varum & Anabela Botelho, 2024. "The Role of Public Incentives in Promoting Innovation: An Analysis of Recurrently Supported Companies," Economies, MDPI, vol. 12(6), pages 1-19, June.
    512. Del Bono, Emilia & Etheridge, Ben & Garcia, Paul, 2024. "The economic value of childhood socio-emotional skills," ISER Working Paper Series 2024-01, Institute for Social and Economic Research.
    513. Sebastian Goldmann & Michael Knörzer, 2023. "Technology advancement propels work productivity: Empirical efficiency potential determination in marketing and sales," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(4), pages 1962-1977, June.
    514. Xiao Shen & Jingbo Liang & Jiangning Cao & Zhengwen Wang, 2022. "How Population Aging Affects Industrial Structure Upgrading: Evidence from China," IJERPH, MDPI, vol. 19(23), pages 1-23, December.
    515. Choi, Taelim & Leigh, Nancey Green, 2024. "Artificial intelligence's creation and displacement of labor demand," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    516. Su, Chi-Wei & Yuan, Xi & Umar, Muhammad & Lobonţ, Oana-Ramona, 2022. "Does technological innovation bring destruction or creation to the labor market?," Technology in Society, Elsevier, vol. 68(C).
    517. Piotr Lewandowski & Wojciech Szymczak, 2024. "Automation, Trade Unions and Involuntary Atypical Employment," IBS Working Papers 02/2024, Instytut Badan Strukturalnych.
    518. Benjamin Schneider & Hillary Vipond, 2023. "The Past and Future of Work: How History Can Inform the Age of Automation," CESifo Working Paper Series 10766, CESifo.
    519. Kanit Sangsubhan & Kumpon Pornpattanapaisankul & Pisacha Kambuya, 2023. "Automation and Productivity: Evidence from Thai Manufacturing Firms," PIER Discussion Papers 199, Puey Ungphakorn Institute for Economic Research.
    520. Andersson, Fredrik W. & Jordahl, Henrik & Kärnä, Anders, 2021. "Ballooning Bureaucracy: Tracking the Growth of High-Skilled Administration within Swedish Higher Education," Working Paper Series 1399, Research Institute of Industrial Economics.
    521. Sebastian Dullien & Tom Bauermann & Alexander Herzog-Stein & Christoph Paetz & Katja Rietzler & Ulrike Stein & Sabine Stephan & Silke Tober & Sebastian Watzka, 2025. "Modell Deutschland neu justieren – Nachfrage und Innovationen staerken," IMK Report 194-2025, IMK at the Hans Boeckler Foundation, Macroeconomic Policy Institute.
    522. Peng Liang & Xinhui Sun & Luzhuang Qi, 2024. "Does artificial intelligence technology enhance green transformation of enterprises: based on green innovation perspective," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(8), pages 21651-21687, August.
    523. Panda Su & Yu Wang, 2022. "Does It Help Carbon Reduction in China? A Research Paper about the Mediating Role of Production Automation Based on the Carbon Kuznets Curve," Sustainability, MDPI, vol. 14(23), pages 1-18, November.
    524. Sanchaita Hazra & Bodhisattwa Prasad Majumder & Tuhin Chakrabarty, 2025. "AI Safety Should Prioritize the Future of Work," Papers 2504.13959, arXiv.org.
    525. Xing, Xinpeng & Chen, Tiantian & Yang, Xiaoming & Liu, Tiansen, 2023. "Digital transformation and innovation performance of China's manufacturers? A configurational approach," Technology in Society, Elsevier, vol. 75(C).
    526. Chih-Hai Yang, 2023. "R&D responses to labor cost shock in China: does firm size matter?," Small Business Economics, Springer, vol. 61(4), pages 1773-1793, December.
    527. Fietz, Katharina & Lay, Jann, 2023. "Digitalisation and labour markets in developing countries," GIGA Working Papers 335, GIGA German Institute of Global and Area Studies.
    528. Fang, Xubing & Liu, Maotao, 2024. "Regional judicial capacity and corporate total factor productivity: Evidence from the establishment of circuit courts," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 465-489.
    529. García-Vega, María, 2022. "R&D restructuring during the Great Recession and young firms," International Journal of Industrial Organization, Elsevier, vol. 81(C).
    530. Destefanis, Sergio & Rehman, Naqeeb Ur, 2023. "Investment, innovation activities and employment across European regions," Structural Change and Economic Dynamics, Elsevier, vol. 65(C), pages 474-490.
    531. Valentina Gonzalez‐Rostani, 2024. "Engaged robots, disengaged workers: Automation and political alienation," Economics and Politics, Wiley Blackwell, vol. 36(3), pages 1703-1730, November.
    532. Eden S. H. Yu & Chi‐Chur Chao, 2022. "Online sales, home delivery, and the platform economy," Bulletin of Economic Research, Wiley Blackwell, vol. 74(3), pages 722-736, July.
    533. Catherine Robinson & Christian Siegel & Sisi Liao, 2021. "Technology Adoption and Skills A Pilot Study of Kent SMEs," Studies in Economics 2114, School of Economics, University of Kent.
    534. Shun Yiu & Rob Seamans & Manav Raj & Ted Liu, 2024. "Strategic Responses to Technological Change: Evidence from Online Labor Markets," Papers 2403.15262, arXiv.org, revised May 2025.
    535. Makridis, Christos A. & Han, Joo Hun, 2021. "Future of work and employee empowerment and satisfaction: Evidence from a decade of technological change," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    536. Yituan Liu & Yabin Bian & Wenhao Zhang, 2022. "How Does Enterprises’ Digital Transformation Impact the Educational Structure of Employees? Evidence from China," Sustainability, MDPI, vol. 14(15), pages 1-25, August.
    537. Zou, Jing & Deng, Xiaojun, 2022. "Housing tenure choice and socio-economic integration of migrants in rising cities of China," China Economic Review, Elsevier, vol. 74(C).
    538. Kerstin Hotte & Melline Somers & Angelos Theodorakopoulos, 2022. "Technology and jobs: A systematic literature review," Papers 2204.01296, arXiv.org.
    539. Ayako Obashi & Fukunari Kimura, 2021. "New Developments in International Production Networks: Impact of Digital Technologies," Asian Economic Journal, East Asian Economic Association, vol. 35(2), pages 115-141, June.
    540. Wang, Heting & Wang, Huijuan & Guan, Rong, 2024. "Digitalization of industries and labor mobility in China," China Economic Review, Elsevier, vol. 87(C).
    541. Nicole Wu, 2023. "“Restrict foreigners, not robots”: Partisan responses to automation threat," Economics and Politics, Wiley Blackwell, vol. 35(2), pages 505-528, July.
    542. Kim, Kyunam & Chung, Hyuk, 2024. "Impact of heterogenous capabilities on export performance amid the digital transformation," Journal of Asian Economics, Elsevier, vol. 95(C).
    543. Bruehne, Alissa & Jacob, Martin & Schütt, Harm, 2025. "Technological changes and countries’ tax policy design: Evidence from anti-tax avoidance rules," Other publications TiSEM 748e1c3d-7b53-447d-9637-5, Tilburg University, School of Economics and Management.
    544. Yanying Wang & Qingyang Wu, 2024. "Robots, firm relocation, and air pollution: unveiling the unintended spatial spillover effects of emerging technology," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-17, December.
    545. Siqi Li & Xintao Li & Qingqing Zhao & Jun Zhang & Haoyu Xue, 2022. "An Analysis of the Dimensional Constructs of Green Innovation in Manufacturing Enterprises: Scale Development and Empirical Testing," Sustainability, MDPI, vol. 14(24), pages 1-19, December.
    546. Jack Stilgoe & Miloš Mladenović, 2022. "The politics of autonomous vehicles," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-6, December.
    547. Nor-Eddine Oumansour & M'ssiyah Sakhr, 2024. "Innovation and employment: Estimation on a panel of countries using the software Stata," French Stata Users' Group Meetings 2024 34, Stata Users Group.
    548. Cheng, Yiran & Zhou, Xiaorui & Li, Yongjian, 2023. "The effect of digital transformation on real economy enterprises’ total factor productivity," International Review of Economics & Finance, Elsevier, vol. 85(C), pages 488-501.
    549. Masayuki MORIKAWA, 2020. "Heterogeneous Relationships between Automation Technologies and Skilled Labor: Evidence from a Firm Survey," Discussion papers 20004, Research Institute of Economy, Trade and Industry (RIETI).
    550. Orlikowski, Wanda J. & Scott, Susan V., 2023. "The digital undertow and institutional displacement: a sociomaterial approach," LSE Research Online Documents on Economics 119271, London School of Economics and Political Science, LSE Library.
    551. Edouard Ribes, 2021. "Where are the opportunities for growth in the professional services space?," Papers 2105.02781, arXiv.org.
    552. Sangmin Aum & Yongseok Shin, 2020. "Why Is the Labor Share Declining?," Review, Federal Reserve Bank of St. Louis, vol. 102(4), pages 413-428, October.
    553. Xu, Yuanbin & Wei, Yuan & Zeng, Xin & Yu, Haiqing & Chen, Hongjie, 2024. "Big data development and labor income share: Evidence from China's national big data comprehensive pilot zones," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1415-1437.
    554. Lechardoy, Lucie & López Forés, Laura & Codagnone, Cristiano, 2023. "Artificial intelligence at the workplace and the impacts on work organisation, working conditions and ethics," 32nd European Regional ITS Conference, Madrid 2023: Realising the digital decade in the European Union – Easier said than done? 277997, International Telecommunications Society (ITS).

  17. Daron Acemoglu & Pascual Restrepo, 2018. "Demographics and Automation," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-299, Boston University - Department of Economics.

    Cited by:

    1. Yang, Siying & Liu, Fengshuo & Lu, Jingjing & He, Xiaogang, 2022. "Does occupational injury promote industrial robot applications?," Technology in Society, Elsevier, vol. 70(C).
    2. Satiris Blanas & Gino Gancia & Sang Yoon (Tim) Lee, 2019. "Who Is afraid of machines?," Economics Working Papers 1661, Department of Economics and Business, Universitat Pompeu Fabra.
    3. Tao Chen & Shuwen Pi & Qing Sophie Wang, 2025. "Artificial Intelligence and Corporate Investment Efficiency: Evidence from Chinese Listed Companies," Working Papers in Economics 25/05, University of Canterbury, Department of Economics and Finance.
    4. Ilona Pavlenkova & Luca Alfieri & Jaan Masso, 2021. "Effects Of Automation On The Gender Pay Gap: The Case Of Estonia," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 131, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    5. Benjamin Meindl & Morgan R. Frank & Joana Mendonc{c}a, 2021. "Exposure of occupations to technologies of the fourth industrial revolution," Papers 2110.13317, arXiv.org.
    6. Osathanunkul, Rossarin & Dumrong, Pasinee & Yamaka, Woraphon & Maneejuk, Paravee, 2023. "The nonlinear impacts of aging labor and government health expenditures on productivity in ASEAN+3 economies," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 450-470.
    7. Bokrantz, Jon & Skoogh, Anders & Berlin, Cecilia & Wuest, Thorsten & Stahre, Johan, 2020. "Smart Maintenance: an empirically grounded conceptualization," International Journal of Production Economics, Elsevier, vol. 223(C).
    8. Cäcilia Lipowski, 2024. "No Teens, No Tech: How Shortages of Young Workers Hinder Firm Technology Investments," CESifo Working Paper Series 11471, CESifo.
    9. Zhang, Yun & Qu, Yuxuan, 2024. "Has the digital economy improved the consumption of poor and subsistence households?," China Economic Review, Elsevier, vol. 83(C).
    10. Robert L. Clark & Beth M. Ritter, 2020. "How Are Employers Responding to an Aging Workforce?," NBER Working Papers 26633, National Bureau of Economic Research, Inc.
    11. Basso, Henrique S. & Jimeno, Juan F., 2021. "From secular stagnation to robocalypse? Implications of demographic and technological changes," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 833-847.
    12. Nii-Aponsah, Hubert, 2022. "Automation exposure and implications in advanced and developing countries across gender, age, and skills," MERIT Working Papers 2022-021, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    13. Raphaël Franck, 2022. "Labor Scarcity, Technology Adoption and Innovation: Evidence from the Cholera Pandemics in 19th Century France," CESifo Working Paper Series 9528, CESifo.
    14. Derick Almeida & Tiago Neves Sequeira, 2023. "Fertility choices, Demographics and Automation," CeBER Working Papers 2023-05, Centre for Business and Economics Research (CeBER), University of Coimbra.
    15. Pietro Checcucci, 2019. "The Silver Innovation. Older workers characteristics and digitalisation of the economy," Working Papers 0040, ASTRIL - Associazione Studi e Ricerche Interdisciplinari sul Lavoro.
    16. Hagiwara, Takefumi, 2025. "Aging and its macroeconomic consequences: An inverted U-shaped endogenous economic growth," MPRA Paper 124598, University Library of Munich, Germany.
    17. Vincent Vandenberghe, 2020. "Differentiating Retirement Age to Compensate for Health Differences," LIDAM Discussion Papers IRES 2020015, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    18. Wang, Weilong & Wang, Jianlong & Ye, Huiying & Wu, Haitao, 2024. "Polluted air, smarter factories? China's robot imports shed light on a potential link," Energy Economics, Elsevier, vol. 134(C).
    19. Arntz, Melanie & Böhm, Michael & Graetz, Georg & Gregory, Terry & Lehmer, Florian & Lipowski, Cäcilia, 2024. "Firm-level technology adoption in times of crisis," ZEW Discussion Papers 24-057, ZEW - Leibniz Centre for European Economic Research.
    20. Gan, Jiawu & Liu, Lihua & Qiao, Gang & Zhang, Qin, 2023. "The role of robot adoption in green innovation: Evidence from China," Economic Modelling, Elsevier, vol. 119(C).
    21. Pu, Guifang & Xie, Yanxiang & Wu, Lidong & Wang, Kai, 2024. "Industrial robots and corporate risk-taking value," Finance Research Letters, Elsevier, vol. 70(C).
    22. Ying Yang & Bing Zeng, 2025. "Towards Common Prosperity: Accelerated Depreciation Policy of Fixed Assets and Labor Income Share," IJFS, MDPI, vol. 13(1), pages 1-24, March.
    23. Henrik Schwabe & Fulvio Castellacci, 2020. "Automation, workers’ skills and job satisfaction," PLOS ONE, Public Library of Science, vol. 15(11), pages 1-26, November.
    24. Kuhn, Michael & Prettner, Klaus, 2020. "Rising longevity, increasing the retirement age, and the consequences for knowledge-based long-run growth," GLO Discussion Paper Series 462, Global Labor Organization (GLO).
    25. Hippolyte d'Albis & Ekrame Boubtane & Dramane Coulibaly, 2021. "Demographic changes and the labor income share," PSE-Ecole d'économie de Paris (Postprint) hal-03038638, HAL.
    26. Davide Castellani & Fabio Lamperti & Katiuscia Lavoratori, 2022. "Measuring adoption of industry 4.0 technologies via international trade data: insights from European countries," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 49(1), pages 51-93, March.
    27. Wang, Shuo & Wang, Yuzhang & Li, Chengyou, 2024. "AI-driven capital-skill complementarity: Implications for skill premiums and labor mobility," Finance Research Letters, Elsevier, vol. 68(C).
    28. Giacomo Domini & Marco Grazzi & Daniele Moschella & Tania Treibich, 2021. "For Whom the Bell Tolls: The Firm-Level Effects of Automation on Wage and Gender Inequality," JRC Working Papers on Labour, Education and Technology 2021-15, Joint Research Centre.
    29. Ana L. Abeliansky & Klaus Prettner & Roman Stoellinger, 2023. "Infection Risk at Work, Automatability, and Employment," Department of Economics Working Papers wuwp352, Vienna University of Economics and Business, Department of Economics.
    30. Hideki Nakamura, 2024. "Can displaced workers have a fresh start?," Metroeconomica, Wiley Blackwell, vol. 75(1), pages 83-106, February.
    31. Krenz, Astrid & Strulik, Holger & Prettner, Klaus, 2019. "Robots, Reshoring, and the Lot of Low-Skilled Workers," VfS Annual Conference 2019 (Leipzig): 30 Years after the Fall of the Berlin Wall - Democracy and Market Economy 203602, Verein für Socialpolitik / German Economic Association.
    32. Zhang, Yi & Wang, Ting & Liu, Chun, 2024. "Beyond the modern productivity paradox: The effect of robotics technology on firm-level total factor productivity in China," Journal of Asian Economics, Elsevier, vol. 90(C).
    33. Eckhardt Bode & Dirk Dohse & Ulrich Stolzenburg, 2023. "Aging and regional productivity growth in Germany [Alterung und regionales Produktivitätswachstum in Deutschland]," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 43(3), pages 409-432, December.
    34. Daniele Angelini, 2023. "Aging Population and Technology Adoption," Working Paper Series of the Department of Economics, University of Konstanz 2023-01, Department of Economics, University of Konstanz.
    35. Aisa, Rosa & Cabeza, Josefina & Martin, Jorge, 2023. "Automation and aging: The impact on older workers in the workforce," The Journal of the Economics of Ageing, Elsevier, vol. 26(C).
    36. Ichiro Fukunaga & Yoshihiko Hogen & Yojiro Ito & Kenji Kanai & Satoshi Tsuchida, 2024. "Potential Growth in Japan: Issues on Its Relationship with Prices and Wages," Bank of Japan Working Paper Series 24-E-16, Bank of Japan.
    37. Gunes Asik & Michelle Marshalian & Ulas Karakoc & Mohamed Ali Marouani, 2018. "Productivity, Structural Change and Skills Dynamics in Tunisia and Turkey," Working Papers hal-04000250, HAL.
    38. Li, Zhensheng & Zhu, Junpeng & Wang, Shuqiong, 2024. "Environmental regulation, intelligent manufacturing and corporate investment & financing: Evidence from industrial robot investment," Pacific-Basin Finance Journal, Elsevier, vol. 87(C).
    39. Gomes Orlando, 2024. "Economic Growth in the Age of Ubiquitous Threats: How Global Risks are Reshaping Growth Theory," Economics - The Open-Access, Open-Assessment Journal, De Gruyter, vol. 18(1), pages 1-15, January.
    40. Almeida, Derick & Sequeira, Tiago, 2023. "Robots at work: new evidence with recent data," MPRA Paper 116857, University Library of Munich, Germany.
    41. Tselmuun Tserenkhuu, 2023. "Population aging and economic growth: A semiparametric panel data analysis," Economics Bulletin, AccessEcon, vol. 43(1), pages 342-354.
    42. Deng, Liuchun & Müller, Steffen & Plümpe, Verena & Stegmaier, Jens, 2023. "Robots, occupations, and worker age: A production-unit analysis of employment," IWH Discussion Papers 5/2023, Halle Institute for Economic Research (IWH).
    43. Melanie Arntz & Michael J. Bohm & Georg Graetz & Terry Gregory & Florian Lehmer & Cacilia Lipowski, 2025. "Firm-level technology adoption in times of crisis," CEP Discussion Papers dp2093, Centre for Economic Performance, LSE.
    44. Corrocher, Nicoletta & Moschella, Daniele & Staccioli, Jacopo & Vivarelli, Marco, 2023. "Innovation and the Labor Market: Theory, Evidence and Challenges," GLO Discussion Paper Series 1284, Global Labor Organization (GLO).
    45. Xiaoyu Bian & Guangsu Zhou, 2024. "The effects of robots on internal migration: Evidence from China," Journal of Regional Science, Wiley Blackwell, vol. 64(3), pages 840-865, June.
    46. Nissim, Gadi & Simon, Tomer, 2021. "The future of labor unions in the age of automation and at the dawn of AI," Technology in Society, Elsevier, vol. 67(C).
    47. Boldrin, Michele & Levine, David K. & Wang, Yong & Zhu, Lijun, 2024. "A theory of the dynamics of factor shares," Journal of Monetary Economics, Elsevier, vol. 148(C).
    48. Joyce Hsieh, 2023. "Population aging and wealth inequality," Economic Change and Restructuring, Springer, vol. 56(6), pages 4223-4252, December.
    49. Tiare Rivera, 2019. "Efectos de la automatización en el empleo en Chile," Revista de Analisis Economico – Economic Analysis Review, Universidad Alberto Hurtado/School of Economics and Business, vol. 34(1), pages 3-49, April.
    50. Vives, Xavier & Azar, José, 2020. "General Equilibrium Oligopoly and Ownership Structure," CEPR Discussion Papers 15499, C.E.P.R. Discussion Papers.
    51. Francisco Perez‐Arce & María J. Prados, 2021. "The Decline In The U.S. Labor Force Participation Rate: A Literature Review," Journal of Economic Surveys, Wiley Blackwell, vol. 35(2), pages 615-652, April.
    52. Papetti, Andrea, 2019. "Demographics and the natural real interest rate: historical and projected paths for the euro area," Working Paper Series 2258, European Central Bank.
    53. Mann, Katja & Pozzoli, Dario, 2022. "Automation and Low-Skill Labor," IZA Discussion Papers 15791, Institute of Labor Economics (IZA).
    54. Park, Cyn-Young & Shin, Kwanho & Kikkawa, Aiko, 2021. "Aging, automation, and productivity in Korea1," Journal of the Japanese and International Economies, Elsevier, vol. 59(C).
    55. Ben J. Heijdra & Klaus Prettner, 2020. "Putting People Back into the Picture: Some Studies in Demographic Economics," De Economist, Springer, vol. 168(2), pages 147-152, June.
    56. Kenichiro Ikeshita & Hideaki Uchida & Tamotsu Nakamura, 2023. "Automation and economic growth in a task‐based neoclassical growth model," Metroeconomica, Wiley Blackwell, vol. 74(4), pages 908-927, November.
    57. Stähler, Nikolai, 2021. "The Impact of Aging and Automation on the Macroeconomy and Inequality," Journal of Macroeconomics, Elsevier, vol. 67(C).
    58. Jung, Yeonha, 2020. "The long reach of cotton in the US South: Tenant farming, mechanization, and low-skill manufacturing," Journal of Development Economics, Elsevier, vol. 143(C).
    59. Wang, Ting & Zhang, Yi & Liu, Chun, 2024. "Robot adoption and employment adjustment: Firm-level evidence from China," China Economic Review, Elsevier, vol. 84(C).
    60. Federico Fabio Frattini & Francesco Vona & Filippo Bontadini, 2024. "Does Green Re-industrialization Pay off? Impacts on Employment, Wages and Productivity," Working Papers 2024.23, Fondazione Eni Enrico Mattei.
    61. Dechezlepretre, Antoine & Hemous, David & Olsen, Morten & Zanella, Carlo, 2020. "Automating labor: evidence from firm-level patent data," LSE Research Online Documents on Economics 108420, London School of Economics and Political Science, LSE Library.
    62. Steven Bond‐Smith, 2019. "The Decades‐Long Dispute Over Scale Effects In The Theory Of Economic Growth," Journal of Economic Surveys, Wiley Blackwell, vol. 33(5), pages 1359-1388, December.
    63. Tang, Yuwei & Sun, Yanlin & He, Zhenyu, 2025. "Air pollution and firms' robot adoption: Evidence from China," Economic Modelling, Elsevier, vol. 143(C).
    64. Daisuke ADACHI, 2024. "Robots and Wage Polarization: The effects of robot capital by occupation," Discussion papers 24066, Research Institute of Economy, Trade and Industry (RIETI).
    65. Hideki Nakamura & Joseph Zeira, 2024. "Automation and unemployment: help is on the way," Journal of Economic Growth, Springer, vol. 29(2), pages 215-250, June.
    66. Karim Bekhtiar & Benjamin Bittschi & Richard Sellner, 2021. "Robots at Work? Pitfalls of Industry Level Data," EconPol Working Paper 58, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    67. Gunes Asik & Ulas Karakoc & Mohamed Ali Marouani & Michelle Marshalian, 2019. "Productivity, structural change and skills dynamics: Evidence from a half century analysis in Tunisia and Turkey," Working Papers DT/2019/06, DIAL (Développement, Institutions et Mondialisation).
    68. Artuc, Erhan & Bastos, Paulo & Rijkers, Bob, 2023. "Robots, tasks, and trade," Journal of International Economics, Elsevier, vol. 145(C).
    69. Xu, Shaofeng & Liu, Tao & Liu, Fengliang, 2024. "On the role of automation in an epidemic," Journal of Economic Dynamics and Control, Elsevier, vol. 160(C).
    70. Qiu, Jiaping & Wan, Chi & Wang, Yan, 2024. "Labor-saving innovations and capital structure," Journal of Corporate Finance, Elsevier, vol. 84(C).
    71. Rude, Johanna, 2024. "Demographic Change, Automation and the Role of Education," MPRA Paper 120876, University Library of Munich, Germany.
    72. Ebeke, Christian H. & Eklou, Kodjovi M., 2023. "Automation and the employment elasticity of fiscal policy," Journal of Macroeconomics, Elsevier, vol. 75(C).
    73. Toon Van Overbeke, 2023. "Conflict or cooperation? Exploring the relationship between cooperative institutions and robotisation," British Journal of Industrial Relations, London School of Economics, vol. 61(3), pages 550-573, September.
    74. Fukuda, Shin-ichi & Okumura, Koki, 2020. "Regional convergence under declining population: The case of Japan," Japan and the World Economy, Elsevier, vol. 55(C).
    75. Falck, Oliver & Guo, Yuchen & Langer, Christina & Lindlacher, Valentin & Wiederhold, Simon, 2024. "Training, automation, and wages: International worker-level evidence," IWH Discussion Papers 27/2024, Halle Institute for Economic Research (IWH).
    76. Yuan, Bo & Sun, Pengbo, 2024. "Does the high-tech foreign investment spark robot adoption in the developing world? Evidence from China," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 302-314.
    77. Venturini, Francesco, 2022. "Intelligent technologies and productivity spillovers: Evidence from the Fourth Industrial Revolution," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 220-243.
    78. Klaus Gründler & Niklas Potrafke, 2023. "Population Aging, Retirement, and Aggregate Productivity," CESifo Working Paper Series 10594, CESifo.
    79. Brzozowski, Michał & Siwińska-Gorzelak, Joanna, 2024. "Did robots make wages less responsive to unemployment?," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    80. Belyakov, A.O. & Kurbatskiy, A.N. & Prettner, K., 2021. "The growth effects of anticipated versus unanticipated population aging," Journal of Mathematical Economics, Elsevier, vol. 94(C).
    81. Dai, Hangrui & Yang, Ronghai & Cao, Rongguang & Yin, Lei, 2024. "Does the application of industrial robots promote export green transformation? Evidence from Chinese manufacturing enterprises," International Review of Economics & Finance, Elsevier, vol. 96(PA).
    82. Tang, Yuwei & He, Zhenyu, 2024. "Extreme heat and firms' robot adoption: Evidence from China," China Economic Review, Elsevier, vol. 85(C).
    83. Antonio Francesco Gravina & Neil Foster-McGregor, 2024. "Unraveling wage inequality: tangible and intangible assets, globalization and labor market regulations," Empirical Economics, Springer, vol. 67(4), pages 1375-1420, October.
    84. Nathan Goldschlag* & Javier Miranda†, 2016. "Business Dynamics Statistics of High Tech Industries," Working Papers 16-55, Center for Economic Studies, U.S. Census Bureau.
    85. Domini, Giacomo & Grazzi, Marco & Moschella, Daniele & Treibich, Tania, 2021. "Threats and opportunities in the digital era: Automation spikes and employment dynamics," Research Policy, Elsevier, vol. 50(7).
    86. Li, Juan & Ma, Shaoqi & Qu, Yi & Wang, Jiamin, 2023. "The impact of artificial intelligence on firms’ energy and resource efficiency: Empirical evidence from China," Resources Policy, Elsevier, vol. 82(C).
    87. Arthur Jacobs & Freddy Heylen, 2021. "Demographic change, secular stagnation and inequality: automation as a blessing?," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 21/1030, Ghent University, Faculty of Economics and Business Administration.
    88. Wu, Feifei & Yang, Hongna & Gao, Bo & Gu, Yan, 2021. "Old, not yet rich? The impact of population aging on export upgrading in developing countries," China Economic Review, Elsevier, vol. 70(C).
    89. Pablo Casas & Concepción Román, 2024. "The impact of artificial intelligence in the early retirement decision," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 51(3), pages 583-618, August.
    90. Ana Lucia Abeliansky & Holger Strulik, 2023. "Health and aging before and after retirement," Journal of Population Economics, Springer;European Society for Population Economics, vol. 36(4), pages 2825-2855, October.
    91. Danzer, Alexander M. & Feuerbaum, Carsten & Gaessler, Fabian, 2024. "Labor supply and automation innovation: Evidence from an allocation policy," Journal of Public Economics, Elsevier, vol. 235(C).
    92. Lu, Wenyi & Zhuang, Shilong & Fan, Siyuan, 2024. "Losing trust when pursuing development: How automation hindered political trust in China?," Journal of Economic Behavior & Organization, Elsevier, vol. 218(C), pages 406-422.
    93. David Andersson & Mounir Karadja & Erik Prawitz, 2022. "Mass Migration and Technological Change," Journal of the European Economic Association, European Economic Association, vol. 20(5), pages 1859-1896.
    94. Jasmine Mondolo, 2022. "The composite link between technological change and employment: A survey of the literature," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1027-1068, September.
    95. Wu, Feifei & Xu, Peipei & Gao, Bo & Ma, Jing, 2024. "Export contraction and input switching in an aging China," China Economic Review, Elsevier, vol. 85(C).
    96. Zhang, Xiaomeng & Palivos, Theodore & Liu, Xiangbo, 2021. "Aging and Automation in Economies with Search Frictions," MPRA Paper 107950, University Library of Munich, Germany.
    97. Faber, Marius, 2020. "Robots and reshoring: Evidence from Mexican labor markets," Journal of International Economics, Elsevier, vol. 127(C).
    98. Lihua Gu, 2021. "The Impact of Intelligent Manufacturing on Export Sophistication: Evidence from Industrial Robots," International Journal of Business and Management, Canadian Center of Science and Education, vol. 14(12), pages 183-183, July.
    99. Li, Jianjun & Wu, Zhouyi & Yu, Kaijia & Zhao, Wei, 2024. "The effect of industrial robot adoption on firm value: Evidence from China," Finance Research Letters, Elsevier, vol. 60(C).
    100. Yin, Zi Hui & Zeng, Wei Ping, 2023. "The effects of industrial intelligence on China's energy intensity: The role of technology absorptive capacity," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
    101. David E. Bloom & Michael Kuhn & Klaus Prettner, 2024. "Fertility in High-Income Countries: Trends, Patterns, Determinants, and Consequences," Annual Review of Economics, Annual Reviews, vol. 16(1), pages 159-184, August.
    102. Tyna Eloundou & Sam Manning & Pamela Mishkin & Daniel Rock, 2023. "GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models," Papers 2303.10130, arXiv.org, revised Aug 2023.
    103. Guo, Lu & Xiao, Fang, 2024. "Digital economy, aging of the labor force, and employment transformation of migrant workers: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 787-807.
    104. Johansson De Silva,Sara & Santos,Indhira Vanessa, 2023. "Productive Longevity : What Can Work in Low- and Middle-Income Countries?," Policy Research Working Paper Series 10636, The World Bank.
    105. Hernæs, Erik & Kornstad, Tom & Markussen, Simen & Røed, Knut, 2023. "Ageing and labor productivity," Labour Economics, Elsevier, vol. 82(C).
    106. Samuel Cole & Zachary Cowell & John M. Nunley & R. Alan Seals Jr, 2022. "The Distribution of Occupational Tasks in the United States: Implications for a Diverse and Aging Population," Papers 2205.00497, arXiv.org.
    107. Abeliansky, Ana Lucia & Prettner, Klaus, 2023. "Automation and population growth: Theory and cross-country evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 208(C), pages 345-358.
    108. Gasteiger, Emanuel & Prettner, Klaus, 2020. "Automation, stagnation, and the implications of a robot tax," ECON WPS - Working Papers in Economic Theory and Policy 02/2020, TU Wien, Institute of Statistics and Mathematical Methods in Economics, Economics Research Unit.
    109. Ana L. ABELIANSKY & Eda ALGUR & David E. BLOOM & Klaus PRETTNER, 2020. "The future of work: Meeting the global challenges of demographic change and automation," International Labour Review, International Labour Organization, vol. 159(3), pages 285-306, September.
    110. Melanie Arntz & Michael Böhm & Georg Graetz & Terry Gregory & Florian Lehmer & Cäcilia Lipowski, 2025. "Firm-Level Technology Adoption in Times of Crisis," CESifo Working Paper Series 11825, CESifo.
    111. Anastasiia Pustovalova & Priit Vahter, 2024. "Automation-Skill Complementarity: The Changing Returns To Soft Skills In Different Stages Of Technology Adoption," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 146, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    112. Eder, Andreas & Koller, Wolfgang & Mahlberg, Bernhard, 2024. "Industrial robots and employment change in manufacturing: A combination of index and production-theoretical decomposition analysis," MPRA Paper 121128, University Library of Munich, Germany.
    113. Vandenberghe, Vincent, 2021. "Differentiating Retirement Age to Compensate for Career Arduousness," GLO Discussion Paper Series 803, Global Labor Organization (GLO).
    114. Francisco Perez-Arce & Maria J. Prados & Tarra Kohli, 2018. "The Decline in the U.S. Labor Force Participation Rate," Working Papers wp385, University of Michigan, Michigan Retirement Research Center.
    115. Arthur Jacobs & Elsy Verhofstadt & Luc Van Ootegem, 2023. "Are more automatable jobs less satisfying?," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 23/1059, Ghent University, Faculty of Economics and Business Administration.
    116. Zhao, Yantong & Said, Rusmawati & Ismail, Normaz Wana & Haris, Asmaddy & Hamzah, Hanny Zurina, 2024. "Impact of population ageing on the application of industrial robots: Evidence from China," The Journal of the Economics of Ageing, Elsevier, vol. 29(C).
    117. Michele Fornino & Andrea Manera, 2022. "Automation and the Future of Work: Assessing the Role of Labor Flexibility," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 45, pages 282-321, July.
    118. Lipowski, Cäcilia, 2024. "No teens, no tech: How shortages of young workers hinder firm technology investments," ZEW Discussion Papers 24-062, ZEW - Leibniz Centre for European Economic Research.
    119. Jung, Yeonha, 2018. "The Legacy of King Cotton: Agricultural Patterns and the Quality of Structural Change," SocArXiv trjfz, Center for Open Science.
    120. Andrea Papetti, 2021. "Population aging, relative prices and capital flows across the globe," Temi di discussione (Economic working papers) 1333, Bank of Italy, Economic Research and International Relations Area.
    121. Nakamura, Hideki, 2023. "Difficulties in finding middle-skilled jobs under increased automation," Macroeconomic Dynamics, Cambridge University Press, vol. 27(5), pages 1179-1201, July.
    122. Kaizhi Yu & Yao Shi & Jiahan Feng, 2024. "The influence of robot applications on rural labor transfer," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-18, December.
    123. Deng, Huai & Wu, Xianhua & Xu, Hui & Zhang, Dawei, 2024. "Aggregated economic damages and the role of dynamic carbon tax under climate change: A dynamic general equilibrium model," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1099-1119.
    124. Łukasz Arendt & Eugeniusz Kwiatkowski, 2023. "Kontrowersje wokół wpływu nowoczesnych technologii na zatrudnienie i bezrobocie," Ekonomista, Polskie Towarzystwo Ekonomiczne, issue 2, pages 195-216.
    125. Jian Song & Yijing Wang & Jing Wang, 2022. "The Impact of SO 2 Emissions Trading Scheme on Firm’s Environmental Performance: A Channel from Robot Application," IJERPH, MDPI, vol. 19(24), pages 1-31, December.
    126. Changqing Lin & Shengpeng Xiao & Pingjuan Tang, 2024. "Does Artificial Intelligence Improve Export Technical Complexity Upgrade of Manufacturing Enterprises? Evidence from China," SAGE Open, , vol. 14(3), pages 21582440241, July.
    127. Arntz, Melanie & Böhm, Michael Johannes & Graetz, Georg & Gregory, Terry & Lehmer, Florian & Lipowski, Cäcilia, 2025. "Firm-Level Technology Adoption in Times of Crisis," IZA Discussion Papers 17846, Institute of Labor Economics (IZA).
    128. Daniele Franco & Pietro Tommasino, 2020. "Lessons From Italy: A Good Pension System Needs an Effective Broader Social Policy Framework," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 55(2), pages 73-81, March.
    129. Wang, Hua & Chen, Yaorui, 2024. "The impact of population aging on capital structure decisions and capital market efficiency: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 95(PB).
    130. Acocella, Nicola, 2021. "Stagnation," Economia Internazionale / International Economics, Camera di Commercio Industria Artigianato Agricoltura di Genova, vol. 74(2), pages 121-140.
    131. Li, Daiyue & Jin, Yanhong & Cheng, Mingwang, 2024. "Unleashing the power of industrial robotics on firm productivity: Evidence from China," Journal of Economic Behavior & Organization, Elsevier, vol. 224(C), pages 500-520.
    132. Shraberman, Kyrill & Weinreb, Alexander A., 2024. "The fiscal consequences of changing demographic composition: Aging and differential growth across Israel’s three major subpopulations," The Journal of the Economics of Ageing, Elsevier, vol. 27(C).
    133. Huang, Geng & He, Ling-Yun & Lin, Xi, 2022. "Robot adoption and energy performance: Evidence from Chinese industrial firms," Energy Economics, Elsevier, vol. 107(C).
    134. Shohei Momoda & Takayuki Ogawa & Ryosuke Shimizu, 2024. "Automation and Growth Patterns in an Open Economy," KIER Working Papers 1109, Kyoto University, Institute of Economic Research.
    135. Davit Gondauri, 2025. "The Impact of Socio-Economic Challenges and Technological Progress on Economic Inequality: An Estimation with the Perelman Model and Ricci Flow Methods," Papers 2501.00800, arXiv.org.
    136. Christine Lewis & Patrice Ollivaud, 2020. "Policies for Switzerland’s ageing society," OECD Economics Department Working Papers 1600, OECD Publishing.
    137. Mann, Katja & Pozzoli, Dario, 2024. "Robots and immigration," Journal of Economic Behavior & Organization, Elsevier, vol. 227(C).
    138. Guo, Yuchen Mo & Falck, Oliver & Langer, Christina & Lindlacher, Valentin & Wiederhold, Simon, 2024. "Training, Automation, and Wages: Worker-Level Evidence," VfS Annual Conference 2024 (Berlin): Upcoming Labor Market Challenges 302366, Verein für Socialpolitik / German Economic Association.
    139. Ambrocio, Gene, 2023. "Demographic aging and the New Keynesian Phillips Curve," Bank of Finland Research Discussion Papers 16/2023, Bank of Finland.
    140. Fan, Haichao & Hu, Yichuan & Tang, Lixin, 2021. "Labor costs and the adoption of robots in China," Journal of Economic Behavior & Organization, Elsevier, vol. 186(C), pages 608-631.
    141. Huang, Junbing & Wang, Yajun & Luan, Bingjiang & Zou, Hong & Wang, Jun, 2023. "The energy intensity reduction effect of developing digital economy: Theory and empirical evidence from China," Energy Economics, Elsevier, vol. 128(C).
    142. Jurkat, Anne & Klump, Rainer & Schneider, Florian, 2023. "Robots and Wages: A Meta-Analysis," EconStor Preprints 274156, ZBW - Leibniz Information Centre for Economics.
    143. Arthur Jacobs & Elsy Verhofstadt & Luc Ootegem, 2023. "Unravelling the Link between Automatability and Job Satisfaction," Journal of Labor Research, Springer, vol. 44(3), pages 199-227, December.
    144. Paulo Bastos & Lisandra Flach & Klaus Keller, 2023. "Robotizing to Compete? Firm-level Evidence," Rationality and Competition Discussion Paper Series 467, CRC TRR 190 Rationality and Competition.
    145. Casas, Pablo & Román, Concepción, 2023. "Early retired or automatized? Evidence from the survey of health, ageing and retirement in Europe," The Journal of the Economics of Ageing, Elsevier, vol. 24(C).
    146. Allen, Steven G., 2023. "Demand for older workers: What do we know? What do we need to learn?," The Journal of the Economics of Ageing, Elsevier, vol. 24(C).
    147. Deng, Liuchun & Plümpe, Verena & Stegmaier, Jens, 2021. "Robot adoption at German plants," IWH Discussion Papers 19/2020, Halle Institute for Economic Research (IWH), revised 2021.

  18. Daron Acemoglu & Pascual Restrepo, 2018. "Artificial Intelligence, Automation and Work," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-298, Boston University - Department of Economics.

    Cited by:

    1. Khan, Muhammad Salar & Shoaib, Azka & Arledge, Elizabeth, 2023. "How to Promote AI in the US Federal Government: Insights from Policy Process Frameworks," SocArXiv vm43w, Center for Open Science.
    2. Ghimire, Ramesh & Skinner, Jim & Carnathan, Mike, 2020. "Who perceived automation as a threat to their jobs in metro Atlanta: Results from the 2019 Metro Atlanta Speaks survey," Technology in Society, Elsevier, vol. 63(C).
    3. Joshua S. Gans, 2023. "Artificial intelligence adoption in a competitive market," Economica, London School of Economics and Political Science, vol. 90(358), pages 690-705, April.
    4. Savin, Ivan & Ott, Ingrid & Konop, Chris, 2022. "Tracing the evolution of service robotics: Insights from a topic modeling approach," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    5. Amalia R. Miller & Ragan Petrie & Carmit Segal, 2024. "Effects of Workplace Competition on Work Time and Gender Inequality," ILR Review, Cornell University, ILR School, vol. 77(2), pages 251-272, March.
    6. Bokrantz, Jon & Skoogh, Anders & Berlin, Cecilia & Wuest, Thorsten & Stahre, Johan, 2020. "Smart Maintenance: an empirically grounded conceptualization," International Journal of Production Economics, Elsevier, vol. 223(C).
    7. Andreas Irmen, 2021. "Automation, Growth, and Factor Shares in the Era of Population Aging," CESifo Working Paper Series 9193, CESifo.
    8. Shahzad, Umer & Ghaemi Asl, Mahdi & Panait, Mirela & Sarker, Tapan & Apostu, Simona Andreea, 2023. "Emerging interaction of artificial intelligence with basic materials and oil & gas companies: A comparative look at the Islamic vs. conventional markets," Resources Policy, Elsevier, vol. 80(C).
    9. Dominic Chalmers & Niall G. MacKenzie & Sara Carter, 2021. "Artificial Intelligence and Entrepreneurship: Implications for Venture Creation in the Fourth Industrial Revolution," Entrepreneurship Theory and Practice, , vol. 45(5), pages 1028-1053, September.
    10. Gilbert Cette & Lorraine Koehl & Thomas Philippon, 2019. "The Labor Share in the Long Term: A Decline?," Post-Print hal-02446713, HAL.
    11. Luo, Jigang & Wang, Zhen & Wu, Maohua, 2021. "Effect of place-based policies on the digital economy: Evidence from the Smart City Program in China," Journal of Asian Economics, Elsevier, vol. 77(C).
    12. José Luis Gracia Bustelo & Albert Miró Pérez & Harold Meruvia Torrez, 2025. "The Determinants of the Concentration of Superstar Firms: Cluster Analysis and Its Relationship with Economic Development and Artificial Intelligence," Economies, MDPI, vol. 13(2), pages 1-20, February.
    13. Zhu, Jun & Zhang, Jingting & Feng, Yiqing, 2022. "Hard budget constraints and artificial intelligence technology," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    14. Xie, Xiaoyu & Yan, Jun, 2024. "How does artificial intelligence affect productivity and agglomeration? Evidence from China's listed enterprise data," International Review of Economics & Finance, Elsevier, vol. 94(C).
    15. Alessandra Colombelli & Elettra D’Amico & Emilio Paolucci, 2023. "When computer science is not enough: universities knowledge specializations behind artificial intelligence startups in Italy," The Journal of Technology Transfer, Springer, vol. 48(5), pages 1599-1627, October.
    16. Marvin Goodfriend & John McDermott, 2021. "The American System of economic growth," Journal of Economic Growth, Springer, vol. 26(1), pages 31-75, March.
    17. Mandal, Biswajit & Roy Chakraborty, Labani & Sanyal, Alapan, 2023. "Hybrid Mode of Production, Transaction, and Economic Growth: Implication of Digitalization," GLO Discussion Paper Series 1264, Global Labor Organization (GLO).
    18. Carioli, Paolo & Czarnitzki, Dirk & Fernández, Gastón P., 2024. "Evidence on the adoption of Artificial Intelligence: The role of skills shortage," ZEW Discussion Papers 24-013, ZEW - Leibniz Centre for European Economic Research.
    19. Raluca-Florentina Cretu & Daniela Tutui & Viorel-Costin Banta & Elena Claudia Serban & Laura - Eugenia - Lavinia Barna & Romeo-Catalin Cretu, 2024. "Effects of Artificial Intelligence-Based Technologies Implementation s on the Skills Needed in the Automotive Industry A Bibliometric Analysis," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 26(67), pages 801-801, August.
    20. Mahmut Ozer & Matjaz Perc & Hayri Eren Suna, 2024. "Artificial Intelligence Bias and the Amplification of Inequalities in the Labor Market," Journal of Economy Culture and Society, Istanbul University, Faculty of Economics, vol. 69(69), pages 159-168, June.
    21. Mr. Andrew Berg & Lahcen Bounader & Nikolay Gueorguiev & Hiroaki Miyamoto & Mr. Kenji Moriyama & Ryota Nakatani & Luis-Felipe Zanna, 2021. "For the Benefit of All: Fiscal Policies and Equity-Efficiency Trade-offs in the Age of Automation," IMF Working Papers 2021/187, International Monetary Fund.
    22. Dou, Bin & Guo, SongLin & Chang, XiaoChen & Wang, Yong, 2023. "Corporate digital transformation and labor structure upgrading," International Review of Financial Analysis, Elsevier, vol. 90(C).
    23. Sasaki, Hiroaki, 2021. "Automation Technology, Economic Growth, and Income Distribution in an Economy with Dynasties and Overlapping Generations," MPRA Paper 105446, University Library of Munich, Germany.
    24. Henrik Schwabe & Fulvio Castellacci, 2020. "Automation, workers’ skills and job satisfaction," PLOS ONE, Public Library of Science, vol. 15(11), pages 1-26, November.
    25. Zilian, Laura S. & Zilian, Stella S. & Jäger, Georg, 2021. "Labour market polarisation revisited: evidence from Austrian vacancy data," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 55, pages 1-7.
    26. Evangelos Mourelatos & Nicholas Giannakopoulos & Manolis Tzagarakis, 2022. "Personality traits and performance in online labour markets," Behaviour and Information Technology, Taylor & Francis Journals, vol. 41(3), pages 468-484, February.
    27. Noha Emara & Daniela Zecheru, 2024. "Asymmetric threshold effects of digitization on inflation in emerging markets," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-32, December.
    28. Muhammad Tanveer & Shafiqul Hassan & Amiya Bhaumik, 2020. "Academic Policy Regarding Sustainability and Artificial Intelligence (AI)," Sustainability, MDPI, vol. 12(22), pages 1-13, November.
    29. Ünveren, Burak & Durmaz, Tunç & Sunal, Seçkin, 2023. "AI revolution and coordination failure: Theory and evidence," Journal of Macroeconomics, Elsevier, vol. 78(C).
    30. Albrecht, Thorben & Kellermann, Christian, 2020. "Künstliche Intelligenz und die Zukunft der digitalen Arbeitsgesellschaft: Konturen einer ganzheitlichen Technikfolgenabschätzung," Working Paper Forschungsförderung 200, Hans-Böckler-Stiftung, Düsseldorf.
    31. Eric J. Bartelsman, 2019. "From New Technology to Productivity," European Economy - Discussion Papers 113, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    32. Güvercin, Deniz, 2022. "Digitalization and populism: Cross-country evidence," Technology in Society, Elsevier, vol. 68(C).
    33. Estrada, Mario Arturo Ruiz & Park, Donghyun & Staniewski, Marcin, 2023. "Artificial Intelligence (AI) can change the way of doing policy modelling," Journal of Policy Modeling, Elsevier, vol. 45(6), pages 1099-1112.
    34. Zhang, Yi & Wang, Ting & Liu, Chun, 2024. "Beyond the modern productivity paradox: The effect of robotics technology on firm-level total factor productivity in China," Journal of Asian Economics, Elsevier, vol. 90(C).
    35. Mahmut Ozer & Matjaž Perc, 2020. "Dreams and realities of school tracking and vocational education," Palgrave Communications, Palgrave Macmillan, vol. 6(1), pages 1-7, December.
    36. Långstedt, Johnny & Spohr, Jonas & Hellström, Magnus, 2023. "Are our values becoming more fit for artificial intelligence society? A longitudinal study of occupational values and occupational susceptibility to technological substitution," Technology in Society, Elsevier, vol. 72(C).
    37. Cheng, Can & Luo, Jiayu & Zhu, Chun & Zhang, Shangfeng, 2024. "Artificial intelligence and the skill premium: A numerical analysis of theoretical models," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    38. Hamid Etemad, 2024. "Transformative potentials of generative artificial intelligence: Should international entrepreneurial enterprises adopt GEN.AI?," Journal of International Entrepreneurship, Springer, vol. 22(2), pages 141-163, June.
    39. Biswajit MANDAL & Labani Roy CHAKRABORTY & Alapan SANYAL, 2024. "A simple model of online marketing, production, profit and growth," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 0(4(641), W), pages 53-66, Winter.
    40. Awuni, Evans Tindana & Kemmerling, Achim, 2024. "Taking Gerschenkron to the Field: Attitudes towards Digitalization Hopes and Fears about the Future of Work in Ghana," Telecommunications Policy, Elsevier, vol. 48(2).
    41. Zhao-Zhen Zhu & Yue Chen & Jiang Zhao & Zhu-Ying Yu, 2023. "Intelligent Manufacturing and Value Creation in Enterprises: Lessons from a Quasi-Natural Experiment in a Chinese Demonstration Project," Sustainability, MDPI, vol. 15(15), pages 1-17, July.
    42. Sowa, Konrad & Przegalinska, Aleksandra & Ciechanowski, Leon, 2021. "Cobots in knowledge work," Journal of Business Research, Elsevier, vol. 125(C), pages 135-142.
    43. Milene Tessarin & Deyu Li & Sergio Petralia & Ron Boschma, 2023. "The future geography of industries and occupations," Papers in Evolutionary Economic Geography (PEEG) 2302, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2023.
    44. Barbieri, Laura & Mussida, Chiara & Piva, Mariacristina & Vivarelli, Marco, 2019. "Testing the employment and skill impact of new technologies: A survey and some methodological issues," MERIT Working Papers 2019-032, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    45. Linh Tu Ho & Christopher Gan & Shan Jin & Bryan Le, 2022. "Artificial Intelligence and Firm Performance: Does Machine Intelligence Shield Firms from Risks?," JRFM, MDPI, vol. 15(7), pages 1-20, July.
    46. Mihai Mutascu, 2021. "Artificial intelligence and unemployment: New insights," Post-Print hal-03528263, HAL.
    47. Nicoleta ISAC & Cosmin DOBRIN & Waqar BADSHAH, 2020. "The Impact of Sustainable Transition of Automation on Employees in the Automotive Sector and the Influence of Corona Pandemic," REVISTA DE MANAGEMENT COMPARAT INTERNATIONAL/REVIEW OF INTERNATIONAL COMPARATIVE MANAGEMENT, Faculty of Management, Academy of Economic Studies, Bucharest, Romania, vol. 21(4), pages 429-436, October.
    48. Huajie Jiang & Qiguo Gong, 2022. "Does Skill Polarization Affect Wage Polarization? U.S. Evidence 2009–2021," Sustainability, MDPI, vol. 14(21), pages 1-17, October.
    49. Gregory Casey & Ryo Horii, 2019. "A Multi-factor Uzawa Growth Theorem and Endogenous Capital-Augmenting Technological Change," 2019 Meeting Papers 1458, Society for Economic Dynamics.
    50. Donatella Gatti & Julien Vauday, 2024. "AI Diffusion, Disasters, Environmental and Social Change," Working Papers hal-04604374, HAL.
    51. Ryosuke Shimizu & Shohei Momoda, 2020. "Does Automation Technology increase Wage?," KIER Working Papers 1039, Kyoto University, Institute of Economic Research.
    52. Wen Zhang & Kee-Hung Lai & Qiguo Gong, 2024. "The future of the labor force: higher cognition and more skills," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-9, December.
    53. Baqaee, David Rezza & Farhi, Emmanuel, 2018. "The Microeconomic foundations of Aggregate Production Functions," CEPR Discussion Papers 13362, C.E.P.R. Discussion Papers.
    54. Baqaee, David Rezza & Farhi, Emmanuel, 2018. "Macroeconomics with Heterogeneous Agents and Input-Output Networks," CEPR Discussion Papers 13006, C.E.P.R. Discussion Papers.
    55. Xiang Hui & Oren Reshef & Luofeng Zhou, 2023. "The Short-Term Effects of Generative Artificial Intelligence on Employment: Evidence from an Online Labor Market," CESifo Working Paper Series 10601, CESifo.
    56. Eichhorst, Werner & Kalleberg, Arne & Souza, André Portela & Visser, Jelle, 2019. "Designing good labour market institutions: how to reconcile flexibility, productivity and security?," Textos para discussão 517, FGV EESP - Escola de Economia de São Paulo, Fundação Getulio Vargas (Brazil).
    57. Tiare Rivera, 2019. "Efectos de la automatización en el empleo en Chile," Revista de Analisis Economico – Economic Analysis Review, Universidad Alberto Hurtado/School of Economics and Business, vol. 34(1), pages 3-49, April.
    58. Lei Xia & Qingjiang Han & Shui Yu, 2024. "RETRACTED ARTICLE: Sustainable manufacturing intelligence: pathways for high-quality and energy efficient economic growth," Economic Change and Restructuring, Springer, vol. 57(3), pages 1-30, June.
    59. Christian Peukert, 2019. "The next wave of digital technological change and the cultural industries," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 43(2), pages 189-210, June.
    60. Gabriel Osório de Barros, 2023. "Forging AI Pathways: Portugal's Journey within the EU Digital Landscape," GEE Papers 177, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Jul 2023.
    61. Gebs, Mehdi & Nabi, Mahmoud Sami, 2021. "The economic impacts of digitalization through an extended input-output model: theory and application to Tunisia," MPRA Paper 113299, University Library of Munich, Germany.
    62. Nikolas Dawson & Mary-Anne Williams & Marian-Andrei Rizoiu, 2020. "Skill-driven Recommendations for Job Transition Pathways," Papers 2011.11801, arXiv.org, revised Aug 2021.
    63. Wang, Linhui & Cao, Zhanglu & Dong, Zhiqing, 2023. "Are artificial intelligence dividends evenly distributed between profits and wages? Evidence from the private enterprise survey data in China," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 342-356.
    64. Bukowski, Pawel & Novokmet, Filip, 2021. "Between communism and capitalism: long-term inequality in Poland, 1892–2015," LSE Research Online Documents on Economics 110221, London School of Economics and Political Science, LSE Library.
    65. Jiaqi Chang & Qingxin Lan & Wan Tang & Hailong Chen & Jun Liu & Yunpeng Duan, 2023. "Research on the Impact of Digital Economy on Manufacturing Total Factor Productivity," Sustainability, MDPI, vol. 15(7), pages 1-21, March.
    66. Jingyi TIAN & Jun NAGAYASU, 2024. "AI and Financial Systemic Risk in the Global Market," TUPD Discussion Papers 55, Graduate School of Economics and Management, Tohoku University.
    67. Lei Wang & Provash Sarker & Kausar Alam & Shahneoaj Sumon, 2021. "Artificial Intelligence and Economic Growth: A Theoretical Framework," Scientific Annals of Economics and Business (continues Analele Stiintifice), Alexandru Ioan Cuza University, Faculty of Economics and Business Administration, vol. 68(4), pages 421-443, November.
    68. Anna-Maria Kanzola, 2024. "The Knowledge Content of the Greek Production Structure in the Aftermath of the Greek Crisis," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 936-957, March.
    69. Abhishek Subedi, 2023. "A Review On Use Of Artificial Intelligence And Machine Learning In Agriculture," Big Data In Agriculture (BDA), Zibeline International Publishing, vol. 5(2), pages 71-72, August.
    70. Fulvio Castellacci, 2023. "Innovation and social welfare: A new research agenda," Journal of Economic Surveys, Wiley Blackwell, vol. 37(4), pages 1156-1191, September.
    71. Wang, Ting & Zhang, Yi & Liu, Chun, 2024. "Robot adoption and employment adjustment: Firm-level evidence from China," China Economic Review, Elsevier, vol. 84(C).
    72. Xiangyi Li & Qing Wang & Ying Tang, 2024. "The Impact of Artificial Intelligence Development on Urban Energy Efficiency—Based on the Perspective of Smart City Policy," Sustainability, MDPI, vol. 16(8), pages 1-22, April.
    73. Fossen, Frank M. & Sorgner, Alina, 2022. "New digital technologies and heterogeneous wage and employment dynamics in the United States: Evidence from individual-level data," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    74. Keeheon Lee, 2021. "A Systematic Review on Social Sustainability of Artificial Intelligence in Product Design," Sustainability, MDPI, vol. 13(5), pages 1-29, March.
    75. Crowley, Frank & Doran, Justin, 2019. "Automation and Irish Towns: Who's Most at Risk?," SRERC Working Paper Series SRERCWP2019-1, University College Cork (UCC), Spatial and Regional Economic Research Centre (SRERC).
    76. Colombo, Emilio & Mercorio, Fabio & Mezzanzanica, Mario, 2019. "AI meets labor market: Exploring the link between automation and skills," Information Economics and Policy, Elsevier, vol. 47(C), pages 27-37.
    77. Nikolas Dawson & Mary-Anne Williams & Marian-Andrei Rizoiu, 2021. "Skill-driven recommendations for job transition pathways," PLOS ONE, Public Library of Science, vol. 16(8), pages 1-20, August.
    78. Swain, Ritwik & Truelove, Verity & Rakotonirainy, Andry & Kaye, Sherrie-Anne, 2023. "A comparison of the views of experts and the public on automated vehicles technologies and societal implications," Technology in Society, Elsevier, vol. 74(C).
    79. Shimizu, Ryosuke & Momoda, Shohei, 2023. "Does automation technology increase wage?," Journal of Macroeconomics, Elsevier, vol. 77(C).
    80. Kexu Wu & Zhiwei Tang & Longpeng Zhang, 2022. "Population Aging, Industrial Intelligence and Export Technology Complexity," Sustainability, MDPI, vol. 14(20), pages 1-24, October.
    81. Bokrantz, Jon & Skoogh, Anders & Berlin, Cecilia & Wuest, Thorsten & Stahre, Johan, 2020. "Smart Maintenance: a research agenda for industrial maintenance management," International Journal of Production Economics, Elsevier, vol. 224(C).
    82. Luo, Wei & Tang, Lixin & Yang, Yaxin & Zou, Xianqiang, 2025. "Robots as guardians: Industrial automation and workplace safety in China," Journal of Development Economics, Elsevier, vol. 172(C).
    83. Mahuaqing Zuo & Yuhan Zhao & Shasha Yu, 2024. "Industrial robot applications and individual migration decision: evidence from households in China," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-15, December.
    84. Leilei Zhao & Xiaofan Wu & Heng Luo, 2022. "Developing AI Literacy for Primary and Middle School Teachers in China: Based on a Structural Equation Modeling Analysis," Sustainability, MDPI, vol. 14(21), pages 1-16, November.
    85. Wang, Hua & Liao, Lingtao & Wu, Ji (George), 2023. "Robot adoption and firm's capacity utilization: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 82(C).
    86. Sasaki, Hiroaki, 2022. "Growth with Automation Capital and Declining Population," MPRA Paper 113977, University Library of Munich, Germany.
    87. Gilbert Cette & Lorraine Koehl & Thomas Philippon, 2020. "Labor share," Post-Print hal-02484249, HAL.
    88. Wang, Jiancheng & Chen, Jialing & Li, Xiaoying & Li, Weiping, 2024. "Broadband acceleration and employment: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
    89. Lu, Chia-Hui, 2021. "The impact of artificial intelligence on economic growth and welfare," Journal of Macroeconomics, Elsevier, vol. 69(C).
    90. Maria-Chiara Morandini & Anna Thum-Thysen & Anneleen Vandeplas, 2020. "Facing the Digital Transformation: Are Digital Skills Enough?," European Economy - Economic Briefs 054, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    91. Zuoyufan Sheng & Chengpeng Zhu & Mo Chen, 2024. "Exploring the Impact of the Digital Economy on Green Total Factor Productivity—Evidence from Chinese Cities," Sustainability, MDPI, vol. 16(7), pages 1-13, March.
    92. Artuc, Erhan & Bastos, Paulo & Rijkers, Bob, 2023. "Robots, tasks, and trade," Journal of International Economics, Elsevier, vol. 145(C).
    93. Avi Goldfarb & Joshua Gans & Ajay Agrawal, 2018. "Economic Policy for Artificial Intelligence," Working Papers id:12798, eSocialSciences.
    94. Qiu, Jiaping & Wan, Chi & Wang, Yan, 2024. "Labor-saving innovations and capital structure," Journal of Corporate Finance, Elsevier, vol. 84(C).
    95. Oliver Kovacs, 2019. "Big IFs in Productivity-Enhancing Industry 4.0," Social Sciences, MDPI, vol. 8(2), pages 1-17, January.
    96. Firas Hashem & Rateb Alqatamin, 2021. "Role of Artificial Intelligence in Enhancing Efficiency of Accounting Information System and Non-Financial Performance of the Manufacturing Companies," International Business Research, Canadian Center of Science and Education, vol. 14(12), pages 1-65, December.
    97. Zhang, Chaolin & Deng, Yongqi, 2024. "How does digital transformation affect firm technical efficiency? Evidence from China," Finance Research Letters, Elsevier, vol. 69(PA).
    98. Coveri, Andrea & Pianta, Mario, 2022. "Drivers of inequality: wages vs. profits in European industries," Structural Change and Economic Dynamics, Elsevier, vol. 60(C), pages 230-242.
    99. Ben Vermeulen & Jan Kesselhut & Andreas Pyka & Pier Paolo Saviotti, 2018. "The Impact of Automation on Employment: Just the Usual Structural Change?," Sustainability, MDPI, vol. 10(5), pages 1-27, May.
    100. Elizabeth Fisher & Michael A. Flynn & Preethi Pratap & Jay A. Vietas, 2023. "Occupational Safety and Health Equity Impacts of Artificial Intelligence: A Scoping Review," IJERPH, MDPI, vol. 20(13), pages 1-28, June.
    101. Shan Feng & Shuguang Liu, 2023. "Does AI Application Matter in Promoting Carbon Productivity? Fresh Evidence from 30 Provinces in China," Sustainability, MDPI, vol. 15(23), pages 1-19, November.
    102. Cirillo, Valeria & Mina, Andrea & Ricci, Andrea, 2024. "Digital technologies, labor market flows and training: Evidence from Italian employer-employee data," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    103. Paweł Bukowski & Filip Novokmet, 2021. "Between communism and capitalism: long-term inequality in Poland, 1892–2015," Journal of Economic Growth, Springer, vol. 26(2), pages 187-239, June.
    104. Venturini, Francesco, 2022. "Intelligent technologies and productivity spillovers: Evidence from the Fourth Industrial Revolution," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 220-243.
    105. Hidalgo, Camila & Micco, Alejandro, 2024. "Computerization, offshoring and trade: The effect on developing countries," World Development, Elsevier, vol. 180(C).
    106. Belitski, Maksim & Korosteleva, Julia & Piscitello, Lucia, 2023. "Digital affordances and entrepreneurial dynamics: New evidence from European regions," Technovation, Elsevier, vol. 119(C).
    107. Alonso, Cristian & Berg, Andrew & Kothari, Siddharth & Papageorgiou, Chris & Rehman, Sidra, 2022. "Will the AI revolution cause a great divergence?," Journal of Monetary Economics, Elsevier, vol. 127(C), pages 18-37.
    108. Xueyuan Gao & Hua Feng, 2023. "AI-Driven Productivity Gains: Artificial Intelligence and Firm Productivity," Sustainability, MDPI, vol. 15(11), pages 1-21, June.
    109. Zhang, Zhenhua & Wu, Huangbin & Zhang, Yunpeng & Hu, Shilei & Pan, Yuxi & Feng, Yanchao, 2024. "Does digital global value chain participation reduce energy resilience? Evidence from 49 countries worldwide," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
    110. Fruehwirt, Wolfgang & Duckworth, Paul, 2021. "Towards better healthcare: What could and should be automated?," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    111. Matthias Firgo & Peter Mayerhofer & Michael Peneder & Philipp Piribauer & Peter Reschenhofer, 2018. "Beschäftigungseffekte der Digitalisierung in den Bundesländern sowie in Stadt und Land," WIFO Studies, WIFO, number 61633.
    112. Helmut Wasserbacher & Martin Spindler, 2022. "Machine learning for financial forecasting, planning and analysis: recent developments and pitfalls," Digital Finance, Springer, vol. 4(1), pages 63-88, March.
    113. He, Xiaogang & Teng, Ruifeng & Feng, Dawei & Gai, Jiahui, 2024. "Industrial robots and pollution: Evidence from Chinese enterprises," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 629-650.
    114. Ernest M. Zampelli & Steven T. Yen, 2021. "Individual Attitudes Toward Government’s Role in Redistributing Income in the United States: Analysis by Ideological Subgroups," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 19(1), pages 115-137, March.
    115. Chun Song & Lionel J. Beaulieu & Indraneel Kumar & Roberto Gallardo, 2023. "COVID-19-Induced Automation: An Exploratory Study of Critical Occupations," Economic Development Quarterly, , vol. 37(2), pages 183-197, May.
    116. Yang, Shengyao & Zhu, Meng Nan & Yu, Haiyan, 2024. "Are artificial intelligence and blockchain the key to unlocking the box of clean energy?," Energy Economics, Elsevier, vol. 134(C).
    117. Snower, Dennis & Ortega, Fernanda, 2024. "The Dark Side of Escaping the Middle-Income Trap: A SAGE Study of Asian High-Income Countries," INET Oxford Working Papers 2024-09, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford.
    118. Sossdorf, Fernando, 2022. "Winners take all (the most): The effects of market concentration on labor share and wage inequality," MPRA Paper 113642, University Library of Munich, Germany.
    119. Alekseeva, Liudmila & Azar, José & Giné, Mireia & Samila, Sampsa & Taska, Bledi, 2021. "The demand for AI skills in the labor market," Labour Economics, Elsevier, vol. 71(C).
    120. Wang, Huijuan & Ding, Lin & Guan, Rong & Xia, Yan, 2020. "Effects of advancing internet technology on Chinese employment: a spatial study of inter-industry spillovers," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    121. Ugur, Mehmet, 2024. "Innovation, market power and the labour share: evidence from OECD industries," Greenwich Papers in Political Economy 38374, University of Greenwich, Greenwich Political Economy Research Centre.
    122. Bode, Eckhardt & Gold, Robert, 2018. "Adult training in the digital age," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 12, pages 1-14.
    123. Yu-Meng Luo & Wei Liu & Xiao-Guang Yue & Marc A. Rosen, 2020. "Sustainable Emergency Management Based on Intelligent Information Processing," Sustainability, MDPI, vol. 12(3), pages 1-4, February.
    124. Jongwanich, Juthathip & Kohpaiboon, Archanun & Obashi, Ayako, 2022. "Technological advancement, import penetration and labour markets: Evidence from Thailand," World Development, Elsevier, vol. 151(C).
    125. Daojun Li & Haiqin Wang & Juan Wang, 2024. "Artificial Intelligence and Technological Innovation: Evidence from China’s Strategic Emerging Industries," Sustainability, MDPI, vol. 16(16), pages 1-24, August.
    126. Heyman, Fredrik & Olsson, Martin, 2022. "Long-Run Effects of Technological Change: The Impact of Automation and Robots on Intergenerational Mobility," Working Paper Series 1451, Research Institute of Industrial Economics, revised 29 Jun 2023.
    127. Haile, Getinet Astatike, 2018. "Organisational Accreditation and Worker Upskilling in Britain," IZA Discussion Papers 11479, Institute of Labor Economics (IZA).
    128. Qin, Shuyuan & Liu, Ziqi & Wang, Jie & Wu, Yongqiu, 2024. "The impact of digital transformation on labour demand quantity and structure: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1452-1469.
    129. Saeed Badghish & Yasir Ali Soomro, 2024. "Artificial Intelligence Adoption by SMEs to Achieve Sustainable Business Performance: Application of Technology–Organization–Environment Framework," Sustainability, MDPI, vol. 16(5), pages 1-24, February.
    130. Kevin Hu & Feng Fu, 2021. "Evolutionary Dynamics of Gig Economy Labor Strategies under Technology, Policy and Market Influence," Games, MDPI, vol. 12(2), pages 1-31, June.
    131. Yu, Huan & Yao, Li, 2024. "The impact of digital trade regulation on the manufacturing position in the GVC," Economic Modelling, Elsevier, vol. 135(C).
    132. Bobanović, Mieta, 2021. "Germany And The United Kingdom: Under The Shadow Of The Great Decoupling," UTMS Journal of Economics, University of Tourism and Management, Skopje, Macedonia, vol. 12(2), pages 147-155.
    133. Pablo Casas & Concepción Román, 2024. "The impact of artificial intelligence in the early retirement decision," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 51(3), pages 583-618, August.
    134. Laura Barbieri & Chiara Mussida & Mariacristina Piva & Marco Vivarelli, 2019. "Testing the employment impact of automation, robots and AI: A survey and some methodological issues," DISCE - Working Papers del Dipartimento di Politica Economica dipe0006, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    135. Fran Stewart & Kathryn Kelley, 2020. "Connecting Hands and Heads: Retooling Engineering Technology for the “Smart†Manufacturing Workplace," Economic Development Quarterly, , vol. 34(1), pages 31-45, February.
    136. Ma, Dechao & Wu, Weiwei, 2024. "Does artificial intelligence drive technology convergence? Evidence from Chinese manufacturing companies," Technology in Society, Elsevier, vol. 79(C).
    137. Gabriel López-Martínez & Francisco Eduardo Haz-Gómez & José Eulogio Real Deus, 2023. "Are You Really Your Own Boss? Flexi-Vulnerability and False Consciousness of Autonomy in the Digital Labor Culture of Riders," Social Sciences, MDPI, vol. 12(8), pages 1-18, July.
    138. Palekhova Viktoriya & Kramarenko Olga, 2020. "The impact of technological innovations on employment in the financial sector," Technology audit and production reserves, Socionet;Technology audit and production reserves, vol. 6(4(56)), pages 45-49.
    139. Egana del Sol, Pablo, 2020. "The Future of Work in Developing Economies: What can we learn from the South?," GLO Discussion Paper Series 483, Global Labor Organization (GLO).
    140. Li, Jianqiang & Shan, Yaowen & Tian, Gary & Hao, Xiangchao, 2020. "Labor cost, government intervention, and corporate innovation: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 64(C).
    141. Samar Rezgui & Sayef Bakari, 2025. "The Impact of Digitalization on the Three Pillars of Sustainable Development: An Empirical Analysis in the Context of African Countries," Economic Research Guardian, Mutascu Publishing, vol. 15(1), pages 62-87, June.
    142. Egana-delSol, Pablo & Micco, Alejandro, 2024. "The Role of Technological Change in the Evolution of the Employment to Output Elasticity," IZA Discussion Papers 17003, Institute of Labor Economics (IZA).
    143. Aziza Chakir & Meriyem Chergui & Johanes Fernandes Andry, 2021. "A decisional smart approach for the adoption of the IT green," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(6), pages 8857-8871, June.
    144. Jacobs, Julian, 2024. "The artificial intelligence shock and socio-political polarization," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
    145. Johnson, Prince Chacko & Laurell, Christofer & Ots, Mart & Sandström, Christian, 2022. "Digital innovation and the effects of artificial intelligence on firms’ research and development – Automation or augmentation, exploration or exploitation?," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    146. Martin Krzywdzinski, 2021. "Automation, digitalization, and changes in occupational structures in the automobile industry in Germany, Japan, and the United States: a brief history from the early 1990s until 2018 [Managing fle," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 30(3), pages 499-535.
    147. Gilbert Cette & Lorraine Koehl & Thomas Philippon, 2019. "Labor Shares in Some Advanced Economies," Working papers 727, Banque de France.
    148. Martina Iori & Arianna Martinelli & Andrea Mina, 2021. "The direction of technical change in AI and the trajectory effects of government funding," LEM Papers Series 2021/41, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    149. Yashiro, Naomitsu & Kyyrä, Tomi & Hwang, Hyunjeong & Tuomala, Juha, 2020. "Technology, Labour Market Institutions and Early Retirement: Evidence from Finland," Working Papers 136, VATT Institute for Economic Research.
    150. Elena Crivellaro & Aikaterini Karadimitropoulou, 2019. "The role of financial constraints on labour share developments: macro- and micro-level evidence," Working Papers 257, Bank of Greece.
    151. David Pastor-Escuredo, 2021. "Future of work: ethics," Papers 2104.02580, arXiv.org.
    152. Geiger, Niels & Prettner, Klaus & Schwarzer, Johannes A., 2018. "Automatisierung, Wachstum und Ungleichheit," Hohenheim Discussion Papers in Business, Economics and Social Sciences 13-2018, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    153. Pang, Ziyun, 2022. "A Note on Economic Growth and Labor Automation," MPRA Paper 112457, University Library of Munich, Germany.
    154. Ana L. ABELIANSKY & Eda ALGUR & David E. BLOOM & Klaus PRETTNER, 2020. "The future of work: Meeting the global challenges of demographic change and automation," International Labour Review, International Labour Organization, vol. 159(3), pages 285-306, September.
    155. Shreya Roy & Sugata Marjit & Bibek Ray Chaudhuri, 2022. "Role of Artificial Intelligence in Intra-Sectoral Wage Inequality in an Open Economy: A Finite Change Approach," CESifo Working Paper Series 9862, CESifo.
    156. Liu, Xukang & Ma, Chaoqun & Ren, Yi-Shuai, 2024. "How AI powers ESG performance in China's digital frontier?," Finance Research Letters, Elsevier, vol. 70(C).
    157. Li, Hebo & Liu, Yulin & Lu, Zhuocheng, 2024. "Can digital factor participation create opportunities for “rags to riches”? Based on the perspective of intergenerational income mobility," International Review of Economics & Finance, Elsevier, vol. 96(PC).
    158. Rafael De Acypreste & Joao Gabriel De Araujo Oliveira, 2022. "Structural change, an open economy and employment: A structural change and economic dynamics approach," PSL Quarterly Review, Economia civile, vol. 75(300), pages 47-62.
    159. Lu, Jing & Xiao, Qinglan & Wang, Taoxuan, 2023. "Does the digital economy generate a gender dividend for female employment? Evidence from China," Telecommunications Policy, Elsevier, vol. 47(6).
    160. Emanuela Sirtori & Louis Colnot, 2020. "Assessing the impact of megatrends on regional industrial transformations," Working Papers 202001, CSIL Centre for Industrial Studies.
    161. Dietlmeier, Simon Frederic, 2024. "Industrial Policy for Emerging Technologies: The Case of Narrow AI and the Manufacturing Value Chain as Blueprint for the Industrial Metaverse," MPRA Paper 121183, University Library of Munich, Germany.
    162. Azar, José & Alekseeva, Liudmila & Gine, Mireia & Samila, Sampsa & Taska, Bledi, 2020. "The Demand for AI Skills in the Labor Market," CEPR Discussion Papers 14320, C.E.P.R. Discussion Papers.
    163. Alejandro Micco, 2019. "The Impact of Automation in Developed Countries," Working Papers wp480, University of Chile, Department of Economics.
    164. Juan J. Lull & Roberto Cervelló-Royo & José Luis Galdón, 2024. "Crossroads between Big Data and entrepreneurship: current key trends," International Entrepreneurship and Management Journal, Springer, vol. 20(4), pages 2763-2790, December.
    165. Lee, Yong Suk & Kim, Taekyun & Choi, Sukwoong & Kim, Wonjoon, 2022. "When does AI pay off? AI-adoption intensity, complementary investments, and R&D strategy," Technovation, Elsevier, vol. 118(C).
    166. Dibyendu Maiti & Chiranjib Neogi, 2024. "Endogeneity-corrected stochastic frontier with market imperfections," Empirical Economics, Springer, vol. 67(3), pages 1149-1183, September.
    167. Liu, Jun & Chang, Huihong & Forrest, Jeffrey Yi-Lin & Yang, Baohua, 2020. "Influence of artificial intelligence on technological innovation: Evidence from the panel data of china's manufacturing sectors," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
    168. Zhongqi Deng & Yu Zhang & Ao Yu, 2020. "The New Economy in China: An Intercity Comparison," SAGE Open, , vol. 10(4), pages 21582440209, December.
    169. Pena, Paul John & Lim, Dickson, 2019. "Learning With Friends: A Theoretical Note On The Role of Network Externalities In Human Capital Models For The New Industry," MPRA Paper 100172, University Library of Munich, Germany.
    170. Andrea S. Gubik & Zoltán Bartha, 2021. "Student perception and the efficacy of universities in shaping the entrepreneurial mindset," Theory Methodology Practice (TMP), Faculty of Economics, University of Miskolc, vol. 17(si), pages 65-76.
    171. Heluo, Yuxi & Fabel, Oliver, 2024. "Job computerization, occupational employment and wages: A comparative study of the United States, Germany, and Japan," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    172. Traverso, Silvio & Vatiero, Massimiliano & Zaninotto, Enrico, 2024. "Automation and flexible labor contracts: Firm-level evidence from Italy," GLO Discussion Paper Series 1425, Global Labor Organization (GLO).
    173. Ping Chen & Jiawei Gao & Zheng Ji & Han Liang & Yu Peng, 2022. "Do Artificial Intelligence Applications Affect Carbon Emission Performance?—Evidence from Panel Data Analysis of Chinese Cities," Energies, MDPI, vol. 15(15), pages 1-16, August.
    174. Hilary W. Hoynes & Jesse Rothstein, 2019. "Universal Basic Income in the US and Advanced Countries," NBER Working Papers 25538, National Bureau of Economic Research, Inc.
    175. Rammer, Christian & Fernández, Gastón P. & Czarnitzki, Dirk, 2022. "Artificial intelligence and industrial innovation: Evidence from German firm-level data," Research Policy, Elsevier, vol. 51(7).
    176. Nobuaki HAMAGUCHI & Keisuke KONDO, 2018. "Regional Employment and Artificial Intelligence in Japan," Discussion papers 18032, Research Institute of Economy, Trade and Industry (RIETI).
    177. Erik Brynjolfsson & Xiang Hui & Meng Liu, 2018. "Does Machine Translation Affect International Trade? Evidence from a Large Digital Platform," NBER Working Papers 24917, National Bureau of Economic Research, Inc.
    178. Getinet Astatike Haile, 2021. "Organisational accreditation, workforce training and perceptions of performance," Industrial Relations Journal, Wiley Blackwell, vol. 52(4), pages 291-314, July.
    179. Sasaki, Hiroaki & Hagiwara, Takefumi & Pham, Huong & Fukatani, Noriki & Ogawa, Shogo & Okahara, Naoto, 2021. "How Does Automation Affect Economic Growth and Income Distribution in a Two-Class Economy?," MPRA Paper 106481, University Library of Munich, Germany.
    180. Chang, Qing & Wu, Mengtao & Zhang, Longtian, 2024. "Endogenous growth and human capital accumulation in a data economy," Structural Change and Economic Dynamics, Elsevier, vol. 69(C), pages 298-312.
    181. Li, Feiyang & Lin, Ziyue & Huang, Liangxiong & Yang, Caiting, 2022. "Environmental regulation and global value chain division position：Analysis based on global transnational data," Energy Policy, Elsevier, vol. 168(C).
    182. Guo, Meng & Luo, Danglun & Liu, Chen, 2024. "City civilization, employment creation and talent agglomeration: Empirical evidence from “National Civilized City” policy in China," China Economic Review, Elsevier, vol. 87(C).
    183. Azad, Abul Kalam & Emran, Sheikh Jafar, 2018. "Ending High, Starting High: Job Placement of Economics Graduates of Dhaka University," MPRA Paper 103891, University Library of Munich, Germany, revised 15 Mar 2019.
    184. Joshua S. Gans, 2023. "Artificial intelligence adoption in a monopoly market," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(2), pages 1098-1106, March.
    185. Jay Dixon & Bryan Hong & Lynn Wu, 2021. "The Robot Revolution: Managerial and Employment Consequences for Firms," Management Science, INFORMS, vol. 67(9), pages 5586-5605, September.
    186. Alexander Cuntz & Carsten Fink & Hansueli Stamm, 2024. "Artificial Intelligence and Intellectual Property : An Economic Perspective," WIPO Economic Research Working Papers 77, World Intellectual Property Organization - Economics and Statistics Division.
    187. Ke-Liang Wang & Ting-Ting Sun & Ru-Yu Xu, 2023. "The impact of artificial intelligence on total factor productivity: empirical evidence from China’s manufacturing enterprises," Economic Change and Restructuring, Springer, vol. 56(2), pages 1113-1146, April.
    188. Dibyendu Maiti & Akshara Awasthi, 2020. "ICT Exposure and the Level of Wellbeing and Progress: A Cross Country Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 147(1), pages 311-343, January.
    189. Yining Zhang & Zhong Wu, 2021. "Intelligence and Green Total Factor Productivity Based on China’s Province-Level Manufacturing Data," Sustainability, MDPI, vol. 13(9), pages 1-16, April.
    190. Samantha Joy Cinco, 2021. "Companion or Substitution? Automation and Digitisation in the Workplace," Journal of Entrepreneurship and Innovation in Emerging Economies, Entrepreneurship Development Institute of India, vol. 7(2), pages 263-268, July.
    191. Kanit Sangsubhan & Kumpon Pornpattanapaisankul & Pisacha Kambuya, 2023. "Automation and Productivity: Evidence from Thai Manufacturing Firms," PIER Discussion Papers 199, Puey Ungphakorn Institute for Economic Research.
    192. Zhang, Hongyuan & Ding, Yibing & Niu, Jing & Jung, Samuel, 2024. "How artificial intelligence affects international industrial transfer — Evidence from industrial robot application," Journal of Asian Economics, Elsevier, vol. 95(C).
    193. Valentina Gonzalez‐Rostani, 2024. "Engaged robots, disengaged workers: Automation and political alienation," Economics and Politics, Wiley Blackwell, vol. 36(3), pages 1703-1730, November.
    194. Martin Obschonka & David B. Audretsch, 2020. "Artificial intelligence and big data in entrepreneurship: a new era has begun," Small Business Economics, Springer, vol. 55(3), pages 529-539, October.
    195. Schilirò, Daniele, 2021. "Digital transformation, COVID-19, and the future of work," MPRA Paper 108817, University Library of Munich, Germany.
    196. Didem Özkiziltan, 2024. "Governing Engels’ Pause: AI and the World of Work in Germany," ILR Review, Cornell University, ILR School, vol. 77(5), pages 846-856, October.
    197. Aquilante, Tommaso & Chowla, Shiv & Dacic, Nikola & Haldane, Andrew & Masolo, Riccardo & Schneider, Patrick & Seneca, Martin & Tatomir, Srdan, 2019. "Market power and monetary policy," Bank of England working papers 798, Bank of England.

  19. Daron Acemoglu & Pascual Restrepo, 2018. "Modeling Automation," NBER Working Papers 24321, National Bureau of Economic Research, Inc.

    Cited by:

    1. Jacobs, Arthur, 2023. "Capital-augmenting technical change in the context of untapped automation opportunities," Mathematical Social Sciences, Elsevier, vol. 123(C), pages 155-166.
    2. Zhu, Jun & Zhang, Jingting & Feng, Yiqing, 2022. "Hard budget constraints and artificial intelligence technology," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    3. Fabrizio Leone, 2022. "Foreign ownership and robot adoption," CEP Discussion Papers dp1854, Centre for Economic Performance, LSE.
    4. Mr. Andrew Berg & Lahcen Bounader & Nikolay Gueorguiev & Hiroaki Miyamoto & Mr. Kenji Moriyama & Ryota Nakatani & Luis-Felipe Zanna, 2021. "For the Benefit of All: Fiscal Policies and Equity-Efficiency Trade-offs in the Age of Automation," IMF Working Papers 2021/187, International Monetary Fund.
    5. de Vries, Gaaitzen J. & Gentile, Elisabetta & Miroudot, Sébastien & Wacker, Konstantin M., 2020. "The rise of robots and the fall of routine jobs," Labour Economics, Elsevier, vol. 66(C).
    6. Cao, Yuanyuan & Chen, Shaojian & Tang, Heyan, 2025. "Robot adoption and firm export: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 210(C).
    7. Takahashi, Harutaka & Le Riche, Antoine, 2020. "A Dynamic Theory of the Declining Aggregated Labor Income Share: Intangible Capital vs. Tangible Capital," MPRA Paper 101564, University Library of Munich, Germany, revised 05 Apr 2020.
    8. Harald Sander, 2019. "A European Policy Agenda in and for the New Global Economy," Book, University of Warsaw, Faculty of Management, edition 1, volume 1, number y:2019:v:1:ch:3:p:56-87 edited by Justin Yifu Lin & Alojzy Z. Nowak.
    9. Duan, Dingyun & Chen, Shaojian & Feng, Zongxian & Li, Jun, 2023. "Industrial robots and firm productivity," Structural Change and Economic Dynamics, Elsevier, vol. 67(C), pages 388-406.
    10. Yasin Yilmaz, 2021. "Transition to the Digital Economy, Its Measurement and the Relationship between Digitalization and Productivity," Istanbul Journal of Economics-Istanbul Iktisat Dergisi, Istanbul University, Faculty of Economics, vol. 71(1), pages 283-316, June.
    11. Du, Junhong & He, Jiajia & Yang, Jing & Chen, Xiaohong, 2024. "How industrial robots affect labor income share in task model: Evidence from Chinese A-share listed companies," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
    12. Schwark, Florentine & Tryphonides, Andreas, 2025. "The effects of digitalization on production," European Economic Review, Elsevier, vol. 171(C).
    13. Stähler, Nikolai, 2021. "The Impact of Aging and Automation on the Macroeconomy and Inequality," Journal of Macroeconomics, Elsevier, vol. 67(C).
    14. Leblebicioğlu, Asli & Weinberger, Ariel, 2021. "Openness and factor shares: Is globalization always bad for labor?," Journal of International Economics, Elsevier, vol. 128(C).
    15. Bertani, Filippo & Ponta, Linda & Raberto, Marco & Teglio, Andrea & Cincotti, Silvano, 2019. "The complexity of the intangible digital economy: an agent-based model," MPRA Paper 97071, University Library of Munich, Germany.
    16. Ballestar, María Teresa & Díaz-Chao, Ángel & Sainz, Jorge & Torrent-Sellens, Joan, 2021. "Impact of robotics on manufacturing: A longitudinal machine learning perspective," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    17. Xu, Shaofeng & Liu, Tao & Liu, Fengliang, 2024. "On the role of automation in an epidemic," Journal of Economic Dynamics and Control, Elsevier, vol. 160(C).
    18. Ebeke, Christian H. & Eklou, Kodjovi M., 2023. "Automation and the employment elasticity of fiscal policy," Journal of Macroeconomics, Elsevier, vol. 75(C).
    19. Alonso, Cristian & Berg, Andrew & Kothari, Siddharth & Papageorgiou, Chris & Rehman, Sidra, 2022. "Will the AI revolution cause a great divergence?," Journal of Monetary Economics, Elsevier, vol. 127(C), pages 18-37.
    20. Pang, Ziyun, 2022. "A Note on Economic Growth and Labor Automation," MPRA Paper 112457, University Library of Munich, Germany.
    21. Dreyfuss, Bnaya & Heffetz, Ori & Hoffman, Guy & Ishai, Guy & Kshirsagar, Alap, 2024. "Additive vs. subtractive earning in shared human-robot work environments," Journal of Economic Behavior & Organization, Elsevier, vol. 217(C), pages 692-704.
    22. Michele Fornino & Andrea Manera, 2022. "Automation and the Future of Work: Assessing the Role of Labor Flexibility," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 45, pages 282-321, July.
    23. Wacks, Johannes, 2021. "Labor Market Polarization with Hand-to-Mouth Households," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242391, Verein für Socialpolitik / German Economic Association.
    24. Laurie S. M. Reijnders & Marcel P. Timmer & Xianjia Ye, 2021. "Labour demand in global value chains: Is there a bias against unskilled work?," The World Economy, Wiley Blackwell, vol. 44(9), pages 2547-2571, September.
    25. Tao, Weiliang & Weng, Shimei & Chen, Xueli & ALHussan, Fawaz Baddar & Song, Malin, 2024. "Artificial intelligence-driven transformations in low-carbon energy structure: Evidence from China," Energy Economics, Elsevier, vol. 136(C).
    26. David M. Williams, 2021. "Pay and Productivity in Canada: Growing Together, Only Slower than Ever," International Productivity Monitor, Centre for the Study of Living Standards, vol. 40, pages 3-26, Spring.
    27. Kraft, Kornelius & Lammers, Alexander, 2021. "The Effects of Reforming a Federal Employment Agency on Labor Demand," IZA Discussion Papers 14629, Institute of Labor Economics (IZA).
    28. García-Vega, María, 2022. "R&D restructuring during the Great Recession and young firms," International Journal of Industrial Organization, Elsevier, vol. 81(C).
    29. Masayuki MORIKAWA, 2020. "Heterogeneous Relationships between Automation Technologies and Skilled Labor: Evidence from a Firm Survey," Discussion papers 20004, Research Institute of Economy, Trade and Industry (RIETI).

  20. Juan Camilo Castillo & Daniel Mejia & Pascual Restrepo, 2018. "Scarcity without Leviathan: The Violent Effects of Cocaine Supply Shortages in the Mexican Drug War," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-314, Boston University - Department of Economics.

    Cited by:

    1. Giacomo Battiston & Gianmarco Daniele & Marco Le Moglie & Paolo Pinotti, 2022. "Fueling Organized Crime: The Mexican War on Drugs and Oil Thefts," BAFFI CAREFIN Working Papers 22171, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    2. Pereira, Leila & Pucci, Rafael & Soares, Rodrigo R., 2024. "Landing on Water: Air Interdiction, Drug-Trafficking Displacement, and Violence in the Brazilian Amazon," IZA Discussion Papers 17425, Institute of Labor Economics (IZA).
    3. Porreca, Zachary, 2023. "Gentrification, gun violence, and drug markets," Journal of Economic Behavior & Organization, Elsevier, vol. 207(C), pages 235-256.
    4. Zachary Porreca, 2024. "Identifying the General Equilibrium Effects of Narcotics Enforcement," BAFFI CAREFIN Working Papers 24227, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    5. Daniel Mejía & Mounu Prem & Juan F. Vargas, 2019. "The rise and persistence of illegal crops: Evidence from a naive policy announcement," Documentos de Trabajo 17543, The Latin American and Caribbean Economic Association (LACEA).
    6. Sandra V. Rozo & Therese Anders & Steven Raphael, 2021. "Deportation, crime, and victimization," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(1), pages 141-166, January.
    7. Maria Micaela Sviatschi, 2022. "Making a NARCO: Childhood Exposure to Illegal Labor Markets and Criminal Life Paths," Econometrica, Econometric Society, vol. 90(4), pages 1835-1878, July.
    8. Dias, Lucas Cardoso Corrêa & Cícero, Vinicius Curti, 2024. "Donkey business: trade, resource exploitation, crime and violence in a contestable market," OSF Preprints qreum, Center for Open Science.
    9. Biagi, Victoria & Cardazzi, Alexander & Porreca, Zachary, 2025. "Murder in the Marketplace," GLO Discussion Paper Series 1569, Global Labor Organization (GLO).
    10. Paul D. Kenny & Rashesh Shrestha & Edward Aspinall, 2020. "Commodity Booms, Conflict, and Organized Crime The Economics of Oil Palm Mafia Violence in Indonesia," HiCN Working Papers 339, Households in Conflict Network.
    11. Eduardo Hidalgo & Erik Hornung & Pablo Selaya, 2022. "NAFTA and Drug-Related Violence in Mexico," CESifo Working Paper Series 9981, CESifo.
    12. Alex Dickson & Ian A. MacKenzie & Petros G. Sekeris, 2022. "The role of markets on resource conflicts," Scandinavian Journal of Economics, Wiley Blackwell, vol. 124(3), pages 677-708, July.
    13. Nicholas Brown & Jeffrey Wooldridge, 2023. "More Efficient Estimation of Multiplicative Panel Data Models in the Presence of Serial Correlation," Working Paper 1497, Economics Department, Queen's University.
    14. Lucas Marín Llanes & Hernando Zuleta, 2022. "Myths of drug consumption decriminalization: effects of Portuguese decriminalization on violent and drug use mortality," Documentos CEDE 20328, Universidad de los Andes, Facultad de Economía, CEDE.
    15. McCully, Brett A., 2024. "Immigrants, legal status, and illegal trade," Journal of International Economics, Elsevier, vol. 152(C).
    16. Gianmarco Daniele & Marco Le Moglie & Federico Masera, 2020. "Pains, Guns and Moves: The Effect of the US Opioid Epidemic on Mexican Migration," BAFFI CAREFIN Working Papers 20141, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    17. Hale Utar, 2020. "Firms and Labor in Times of Violence: Evidence from the Mexican Drug War," Documentos de Trabajo 17937, The Latin American and Caribbean Economic Association (LACEA).
    18. Roxana Guti'errez-Romero & Nayely Iturbe, 2024. "Causes and Electoral Consequences of Political Assassinations: The Role of Organized Crime in Mexico," Papers 2407.06733, arXiv.org.
    19. Ferraz, Eduardo & Soares, Rodrigo R. & Vargas, Juan, 2021. "Unbundling the Relationship between Economic Shocks and Crime," IZA Discussion Papers 14954, Institute of Labor Economics (IZA).
    20. Cepeda-Francese, Camilo A. & Ramírez-Álvarez, Aurora A., 2023. "Reforming justice under a security crisis: The case of the criminal justice reform in Mexico," World Development, Elsevier, vol. 163(C).
    21. Rozo, Sandra V. & Anders, Therese & Raphael, Steven, 2020. "Deportation, Crime, and Victimization," GLO Discussion Paper Series 545, Global Labor Organization (GLO).
    22. Ceren Baysan & Marshall Burke & Felipe González & Solomon Hsiang & Edward Miguel, 2018. "Economic and Non-Economic Factors in Violence: Evidence from Organized Crime, Suicides and Climate in Mexico," NBER Working Papers 24897, National Bureau of Economic Research, Inc.
    23. Christopher Blattman & Gustavo Duncan & Benjamin Lessing & Santiago Tobón, 2021. "Gang rule: Understanding and Countering Criminal Governance," NBER Working Papers 28458, National Bureau of Economic Research, Inc.
    24. Burke, Patrick J., 2024. "Veto players and gun violence in drug markets: Analysis based on field observations of eighty drug-selling spots on the Westside of Chicago," Journal of Criminal Justice, Elsevier, vol. 95(C).
    25. Nicholas Brown, 2023. "Information Equivalence among Transformations of Semi‐parametric Nonlinear Panel Data Models," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 85(6), pages 1341-1361, December.
    26. Freylejer, Leandro & Orr, Scott, 2023. "Import substitution in illicit methamphetamine markets," Journal of International Economics, Elsevier, vol. 140(C).
    27. Ham Gonzalez, Andres & Ruiz, Juanita, 2024. "The Labor Market Effects of Drug-Related Violence in a Transit Country," IZA Discussion Papers 17126, Institute of Labor Economics (IZA).
    28. Nana Kwabena Kufuor & Kevin Williams, 2024. "A source of funding for illicit activities or a solution to crime? Evidence from remittance inflows to Jamaica," Journal of International Development, John Wiley & Sons, Ltd., vol. 36(1), pages 3-25, January.
    29. Baysan, Ceren & Burke, Marshall & González, Felipe & Hsiang, Solomon & Miguel, Edward, 2019. "Non-economic factors in violence: Evidence from organized crime, suicides and climate in Mexico," Department of Economics, Working Paper Series qt2dq6v0ch, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    30. Gutiérrez-Romero, Roxana, 2024. "Drug trafficking fuels violence leading to mass emigration: The case of Guatemala," Economic Modelling, Elsevier, vol. 131(C).
    31. López Cruz, Iván & Torrens, Gustavo, 2023. "Hidden drivers of violence diffusion: Evidence from illegal oil siphoning in Mexico," Journal of Economic Behavior & Organization, Elsevier, vol. 206(C), pages 26-70.
    32. Manuel Sánchez-Pérez & María Belén Marín-Carrillo & María Dolores Illescas-Manzano & Zohair Souilim, 2023. "Understanding the illegal drug supply chain structure: a value chain analysis of the supply of hashish to Europe," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-13, December.
    33. Aldeco Leo, Lorenzo & Jurado, Andrés & Ramírez-Álvarez, Aurora A., 2024. "Internal migration and drug violence in Mexico," Journal of Development Economics, Elsevier, vol. 171(C).
    34. Harris,Colin & Cai,Meina & Murtazashvili,Ilia & Murtazashvili,Jennifer Brick, 2020. "The Origins and Consequences of Property Rights," Cambridge Books, Cambridge University Press, number 9781108969055, June.
    35. Leila Pereira & Rafael Pucci, 2024. "A Tale of Gold and Blood: The Consequences of Market Deregulation on Local Violence," Working Papers, Department of Economics 2024_18, University of São Paulo (FEA-USP).
    36. Abbate Nicolás & Cabral Juan Andrés, 2023. "Reassessing a cocaine shock: a contrary narrative from Rabo de Peixe," Asociación Argentina de Economía Política: Working Papers 4628, Asociación Argentina de Economía Política.

  21. Daron Acemoglu & Pascual Restrepo, 2017. "Low-Skill and High-Skill Automation," NBER Working Papers 24119, National Bureau of Economic Research, Inc.

    Cited by:

    1. Ang, James & Yan, Zhenli & Xiao, Tusheng & Yuan, Chun & Wang, Jingfang, 2024. "Impact of Fintech on labor allocation efficiency in firms: Empirical evidence from China," Global Finance Journal, Elsevier, vol. 62(C).
    2. Leonardo Bonilla-Mejía & Luz A. Flórez & Didier Hermida & Francisco Lasso-Valderrama & Leonardo Fabio Morales & Juan J. Ospina-Tejeiro & José Pulido, 2022. "Is the Covid-19 Pandemic Fast-Tracking Automation in Developing Countries? Evidence from Colombia," Borradores de Economia 1209, Banco de la Republica de Colombia.
    3. Stemmler, Henry, 2019. "Does automation lead to de-industrialization in emerging economies? Evidence from Brazil," University of Göttingen Working Papers in Economics 382, University of Goettingen, Department of Economics.
    4. Enrique Fernandez-Macias & David Klenert & Jose-Ignacio Anton, 2020. "Not so disruptive yet? Characteristics, distribution and determinants of robots in Europe," JRC Working Papers on Labour, Education and Technology 2020-03, Joint Research Centre.
    5. Green, Francis & Henseke, Golo, 2021. "Europe's evolving graduate labour markets: supply, demand, underemployment and pay," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 55, pages 1-2.
    6. Zhang, Pengqing, 2019. "Automation, wage inequality and implications of a robot tax," International Review of Economics & Finance, Elsevier, vol. 59(C), pages 500-509.
    7. Gan, Jiawu & Liu, Lihua & Qiao, Gang & Zhang, Qin, 2023. "The role of robot adoption in green innovation: Evidence from China," Economic Modelling, Elsevier, vol. 119(C).
    8. Li, Xin & Liu, Zhaoda & Ye, Yongwei, 2024. "Public data and corporate employment: Evidence from the launch of Chinese public data platform," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 124-144.
    9. Cao, Yuanyuan & Chen, Shaojian & Tang, Heyan, 2025. "Robot adoption and firm export: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 210(C).
    10. David E. Bloom & Klaus Prettner & Jamel Saadaoui & Mario Veruete, 2023. "Artificial intelligence and the skill premium," Papers 2311.09255, arXiv.org.
    11. Genz, Sabrina & Schnabel, Claus, 2021. "Digging into the digital divide: Workers' exposure to digitalization and its consequences for individual employment," Discussion Papers 118, Friedrich-Alexander University Erlangen-Nuremberg, Chair of Labour and Regional Economics.
    12. Peralta, Catarina & Gil, Pedro Mazeda, 2025. "Automation, education, and population: Dynamic effects in an OLG growth and fertility model," Journal of Economic Behavior & Organization, Elsevier, vol. 234(C).
    13. Cheng, Can & Luo, Jiayu & Zhu, Chun & Zhang, Shangfeng, 2024. "Artificial intelligence and the skill premium: A numerical analysis of theoretical models," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    14. Maarek, Paul & Moiteaux, Elliot, 2021. "Polarization, employment and the minimum wage: Evidence from European local labor markets," Labour Economics, Elsevier, vol. 73(C).
    15. Zhao, Yantong & Said, Rusmawati & Ismail, Normaz Wana & Hamzah, Hanny Zurina, 2024. "Impact of industrial robot on labour productivity: Empirical study based on industry panel data," Innovation and Green Development, Elsevier, vol. 3(2).
    16. Yang Shen & Xiuwu Zhang, 2024. "The impact of artificial intelligence on employment: the role of virtual agglomeration," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
    17. Duan, Dingyun & Chen, Shaojian & Feng, Zongxian & Li, Jun, 2023. "Industrial robots and firm productivity," Structural Change and Economic Dynamics, Elsevier, vol. 67(C), pages 388-406.
    18. Filippo Bertani & Marco Raberto & Andrea Teglio, 2020. "The productivity and unemployment effects of the digital transformation: an empirical and modelling assessment," Review of Evolutionary Political Economy, Springer, vol. 1(3), pages 329-355, November.
    19. Belloc, Filippo & Burdin, Gabriel & Landini, Fabio, 2020. "Robots and Worker Voice: An Empirical Exploration," IZA Discussion Papers 13799, Institute of Labor Economics (IZA).
    20. Tiare Rivera, 2019. "Efectos de la automatización en el empleo en Chile," Revista de Analisis Economico – Economic Analysis Review, Universidad Alberto Hurtado/School of Economics and Business, vol. 34(1), pages 3-49, April.
    21. Du, Junhong & He, Jiajia & Yang, Jing & Chen, Xiaohong, 2024. "How industrial robots affect labor income share in task model: Evidence from Chinese A-share listed companies," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
    22. Jia, Nan & Yan, Xueling & Yu, Shule, 2024. "Does increasing robot density exacerbate wealth inequality?," Journal of Asian Economics, Elsevier, vol. 95(C).
    23. Corgnet, Brice & Hernán-González, Roberto & Mateo, Ricardo, 2023. "Peer effects in an automated world," Labour Economics, Elsevier, vol. 85(C).
    24. Arntz, Melanie & Gregory, Terry & Zierahn-Weilage, Ulrich, 2019. "Digitalization and the Future of Work: Macroeconomic Consequences," IZA Discussion Papers 12428, Institute of Labor Economics (IZA).
    25. Jiang, Hong & Wang, Xue & Liu, Chongguang, 2024. "Automated machines and the labor wage gap," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
    26. Nikolaos Charalampidis, 2020. "The U.S. Labor Income Share And Automation Shocks," Economic Inquiry, Western Economic Association International, vol. 58(1), pages 294-318, January.
    27. Stähler, Nikolai, 2021. "The Impact of Aging and Automation on the Macroeconomy and Inequality," Journal of Macroeconomics, Elsevier, vol. 67(C).
    28. Pi, Jiancai & Fan, Yanwei, 2021. "The impact of robots on equilibrium unemployment of unionized workers," International Review of Economics & Finance, Elsevier, vol. 71(C), pages 663-675.
    29. Foster-McGregor, Neil & Nomaler, Önder & Verspagen, Bart, 2019. "Job automation risk, economic structure and trade: a European perspective," MERIT Working Papers 2019-011, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    30. Bertani, Filippo & Ponta, Linda & Raberto, Marco & Teglio, Andrea & Cincotti, Silvano, 2019. "The complexity of the intangible digital economy: an agent-based model," MPRA Paper 97071, University Library of Munich, Germany.
    31. Tang, Yuwei & Sun, Yanlin & He, Zhenyu, 2025. "Air pollution and firms' robot adoption: Evidence from China," Economic Modelling, Elsevier, vol. 143(C).
    32. Bokrantz, Jon & Skoogh, Anders & Berlin, Cecilia & Wuest, Thorsten & Stahre, Johan, 2020. "Smart Maintenance: a research agenda for industrial maintenance management," International Journal of Production Economics, Elsevier, vol. 224(C).
    33. Lu, Chia-Hui, 2021. "The impact of artificial intelligence on economic growth and welfare," Journal of Macroeconomics, Elsevier, vol. 69(C).
    34. Lee, Chien-Chiang & Xuan, Chengnan & Wang, Fuhao, 2024. "Natural resources and green economic growth: The role of artificial intelligence," Resources Policy, Elsevier, vol. 98(C).
    35. Artuc, Erhan & Bastos, Paulo & Rijkers, Bob, 2023. "Robots, tasks, and trade," Journal of International Economics, Elsevier, vol. 145(C).
    36. Qiu, Jiaping & Wan, Chi & Wang, Yan, 2024. "Labor-saving innovations and capital structure," Journal of Corporate Finance, Elsevier, vol. 84(C).
    37. Rude, Johanna, 2024. "Demographic Change, Automation and the Role of Education," MPRA Paper 120876, University Library of Munich, Germany.
    38. Lin, Boqiang & Xu, Chongchong, 2024. "Enhancing energy-environmental performance through industrial intelligence: Insights from Chinese prefectural-level cities," Applied Energy, Elsevier, vol. 365(C).
    39. Andresen, Martin Eckhoff & Løkken, Sturla Andreas, 2020. "The Final straw: High school dropout for marginal students," MPRA Paper 106265, University Library of Munich, Germany.
    40. Yang Shen, 2024. "Future jobs: analyzing the impact of artificial intelligence on employment and its mechanisms," Economic Change and Restructuring, Springer, vol. 57(2), pages 1-33, April.
    41. Zhang, Xinchun & Sun, Murong & Liu, Jianxu & Xu, Aijia, 2024. "The nexus between industrial robot and employment in China: The effects of technology substitution and technology creation," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
    42. George Loewenstein & Zachary Wojtowicz, 2023. "The Economics of Attention," CESifo Working Paper Series 10712, CESifo.
    43. Andrea Borsato & Andre Lorentz, 2022. "The Kaldor-Verdoorn Law’s at the Age of Robots and AI," Working Papers of BETA 2022-25, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    44. Dai, Hangrui & Yang, Ronghai & Cao, Rongguang & Yin, Lei, 2024. "Does the application of industrial robots promote export green transformation? Evidence from Chinese manufacturing enterprises," International Review of Economics & Finance, Elsevier, vol. 96(PA).
    45. Alonso, Cristian & Berg, Andrew & Kothari, Siddharth & Papageorgiou, Chris & Rehman, Sidra, 2022. "Will the AI revolution cause a great divergence?," Journal of Monetary Economics, Elsevier, vol. 127(C), pages 18-37.
    46. David Marguerit, 2025. "Augmenting or Automating Labor? The Effect of AI Development on New Work, Employment, and Wages," Papers 2503.19159, arXiv.org.
    47. Antonio Francesco Gravina & Neil Foster-McGregor, 2024. "Unraveling wage inequality: tangible and intangible assets, globalization and labor market regulations," Empirical Economics, Springer, vol. 67(4), pages 1375-1420, October.
    48. Wang, En-Ze & Lee, Chien-Chiang & Li, Yaya, 2022. "Assessing the impact of industrial robots on manufacturing energy intensity in 38 countries," Energy Economics, Elsevier, vol. 105(C).
    49. Wang, Linhui & Zhou, Huilin & Wan, Guanghua, 2025. "The impact of robots on unemployment duration: Evidence from the Chinese General Social Survey," China Economic Review, Elsevier, vol. 89(C).
    50. Maddalena Honorati & Indhira Santos & Indhira Santos, 2024. "Investing in Skills to Accelerate Job Transitions," World Bank Publications - Reports 42103, The World Bank Group.
    51. Gravina, Antonio Francesco & Foster-McGregor, Neil, 2020. "Automation, globalisation and relative wages: An empirical analysis of winners and losers," MERIT Working Papers 2020-040, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    52. Takuji Fueki & Kohei Maehashi, 2019. "Inflation Dynamics in the Age of Robots: Evidence and Some Theory," Bank of Japan Working Paper Series 19-E-9, Bank of Japan.
    53. Dongyu Zhao & Man Wang, 2024. "Smart Manufacturing Promotes High-Quality Development of Enterprises in China," Sustainability, MDPI, vol. 16(23), pages 1-20, November.
    54. Elina Makela & Fabian Stephany, 2024. "Complement or substitute? How AI increases the demand for human skills," Papers 2412.19754, arXiv.org, revised Feb 2025.
    55. Lee, Chien-Chiang & Yan, Jingyang & Wang, Fuhao, 2024. "Impact of population aging on food security in the context of artificial intelligence: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
    56. Huang, Keqi & Liu, Qiren & Tang, Chengjian, 2023. "Which firms benefit from robot adoption? Evidence from China," Journal of Asian Economics, Elsevier, vol. 86(C).
    57. Ferrreira, Ana Melissa, 2019. "Skill-Biased Technological Change and Inequality in the U.S," MPRA Paper 93914, University Library of Munich, Germany.
    58. Huang, Keqi & Liu, Qiren, 2024. "Artificial intelligence and outward foreign direct investment: Evidence from China," Journal of Asian Economics, Elsevier, vol. 92(C).
    59. Shreya Roy, 2024. "Impact of Industrial BOTS on Employment, Skilled–Unskilled Wage Disparities and Talent Gap," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 22(4), pages 1039-1051, December.
    60. Kim, Jae-Yoon & Lee, Dongwoo, 2024. "Pension systems revisited in the age of automation and an aging economy," Journal of Economic Behavior & Organization, Elsevier, vol. 228(C).
    61. Gasteiger, Emanuel & Prettner, Klaus, 2020. "Automation, stagnation, and the implications of a robot tax," ECON WPS - Working Papers in Economic Theory and Policy 02/2020, TU Wien, Institute of Statistics and Mathematical Methods in Economics, Economics Research Unit.
    62. Han, Wang-Zhe & Zhang, Yi-Ming, 2024. "Carbon reduction effect of industrial robots: Breaking the impasse for carbon emissions and development," Innovation and Green Development, Elsevier, vol. 3(3).
    63. Geiger, Niels & Prettner, Klaus & Schwarzer, Johannes A., 2018. "Automatisierung, Wachstum und Ungleichheit," Hohenheim Discussion Papers in Business, Economics and Social Sciences 13-2018, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    64. Belloc, Filippo & Burdin, Gabriel & Landini, Fabio, 2022. "Robots, Digitalization, and Worker Voice," GLO Discussion Paper Series 1038, Global Labor Organization (GLO).
    65. Ke An & Yike Shan & Sheng Shi, 2022. "Impact of Industrial Intelligence on Total Factor Productivity," Sustainability, MDPI, vol. 14(21), pages 1-21, November.
    66. Shreya Roy & Sugata Marjit & Bibek Ray Chaudhuri, 2022. "Role of Artificial Intelligence in Intra-Sectoral Wage Inequality in an Open Economy: A Finite Change Approach," CESifo Working Paper Series 9862, CESifo.
    67. Jose-Ignacio Anton & David Klenert & Enrique Fernandez-Macias & Maria Cesira Urzi Brancati & Georgios Alaveras, 2020. "The labour market impact of robotisation in Europe," JRC Working Papers on Labour, Education and Technology 2020-06, Joint Research Centre.
    68. Zhang, Xinchun & Yu, Qi & Liu, Jianxu & He, Ying & Xu, Aijia, 2024. "The application of industrial robots and changes in capital-labour income disparity in China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 42-56.
    69. Jean-Philippe Deranty & Thomas Corbin, 2022. "Artificial Intelligence and work: a critical review of recent research from the social sciences," Papers 2204.00419, arXiv.org.
    70. Klarl, Torben, 2022. "Fragile robots, economic growth and convergence," Economic Modelling, Elsevier, vol. 112(C).
    71. Chen, Kaiming & Chen, Xiaoqian & Wang, Zhan-ao & Zvarych, Roman, 2024. "Does artificial intelligence promote common prosperity within enterprises? —Evidence from Chinese-listed companies in the service industry," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    72. Tao, Weiliang & Weng, Shimei & Chen, Xueli & ALHussan, Fawaz Baddar & Song, Malin, 2024. "Artificial intelligence-driven transformations in low-carbon energy structure: Evidence from China," Energy Economics, Elsevier, vol. 136(C).
    73. Kohei Okada, 2020. "Dynamic Analysis of Education, Automation, and Economic Growth," Discussion Papers in Economics and Business 20-09, Osaka University, Graduate School of Economics.
    74. Shohei Momoda & Takayuki Ogawa & Ryosuke Shimizu, 2024. "Automation and Growth Patterns in an Open Economy," KIER Working Papers 1109, Kyoto University, Institute of Economic Research.
    75. Lin, Changqing & Xiao, Shengpeng & Yin, Zihui, 2022. "How do industrial robots applications affect the quality upgrade of Chinese export trade?," Telecommunications Policy, Elsevier, vol. 46(10).
    76. Nóbrega, Valter, 2020. "Optimal Taxation and Investment-Specific Technological Change," MPRA Paper 98917, University Library of Munich, Germany.

  22. Daron Acemoglu & Pascual Restrepo, 2017. "Robots and Jobs: Evidence from US Labor Markets," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-297, Boston University - Department of Economics.

    Cited by:

    1. Caselli, Mauro & Fracasso, Andrea & Traverso, Silvio, 2021. "Robots and risk of COVID-19 workplace contagion: Evidence from Italy," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    2. Erin Wolcott, 2018. "Employment Inequality: Why Do the Low-Skilled Work Less Now?," 2018 Meeting Papers 487, Society for Economic Dynamics.
    3. Lekfuangfu, Warn N. & Nakavachara, Voraprapa, 2021. "Reshaping Thailand's labor market: The intertwined forces of technology advancements and shifting supply chains," Economic Modelling, Elsevier, vol. 102(C).
    4. Cho, Jaehan & DeStefano, Timothy & Kim, Hanhin & Kim, Inchul & Paik, Jin Hyun, 2023. "What's driving the diffusion of next-generation digital technologies?," Technovation, Elsevier, vol. 119(C).
    5. Arvai Kai & Mann Katja, 2022. "Consumption Inequality in the Digital Age," Working papers 890, Banque de France.
    6. Yang, Siying & Liu, Fengshuo & Lu, Jingjing & He, Xiaogang, 2022. "Does occupational injury promote industrial robot applications?," Technology in Society, Elsevier, vol. 70(C).
    7. Naude, Wim, 2019. "The race against the robots and the fallacy of the giant cheesecake: Immediate and imagined impacts of artificial intelligence," MERIT Working Papers 2019-005, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    8. Silliman, Mikko & Willén, Alexander, 2024. "Worker Power, Immigrant Sorting, and Firm Dynamics," IZA Discussion Papers 17208, Institute of Labor Economics (IZA).
    9. Hugo Castro-Silva & Francisco Lima, 2021. "The struggle of small firms to retain high-skill workers: Job duration and importance of knowledge intensity," Working Papers 2021.08, International Network for Economic Research - INFER.
    10. Tan, Na & Liang, Xiaojun & Chang, Liang, 2024. "Growing older and growing technologically backward? Population ageing and high-technology exports of 171 countries," The Journal of the Economics of Ageing, Elsevier, vol. 29(C).
    11. Liang, Peng & Liang, Lin & Tang, Xinhui, 2024. "The impact of digital-oriented mergers and acquisitions on enterprise labor demand," International Review of Financial Analysis, Elsevier, vol. 96(PB).
    12. Johannes Lehmann & Michael Beckmann, 2024. "Digital technologies and performance incentives: Evidence from businesses in the Swiss economy," Papers 2412.12780, arXiv.org.
    13. Satiris Blanas & Gino Gancia & Sang Yoon (Tim) Lee, 2019. "Who Is afraid of machines?," Economics Working Papers 1661, Department of Economics and Business, Universitat Pompeu Fabra.
    14. Raquel M. Gaspar & Madalena Oliveira, 2024. "Robo Advising and Investor Profiling," FinTech, MDPI, vol. 3(1), pages 1-14, February.
    15. Gabriel RAITA & Teodora Odett BREAZ, 2021. "The Era Of Digitalization And Future Changes In The Accounting Profession," European Journal of Accounting, Finance & Business, "Stefan cel Mare" University of Suceava, Romania - Faculty of Economics and Public Administration, West University of Timisoara, Romania - Faculty of Economics and Business Administration, vol. 16(26), pages 63-72, June.
    16. Joshua S. Gans, 2023. "Artificial intelligence adoption in a competitive market," Economica, London School of Economics and Political Science, vol. 90(358), pages 690-705, April.
    17. Genz, Sabrina & Bellmann, Lutz & Matthes, Britta, 2018. "Do German Works Councils Counter or Foster the Implementation of Digital Technologies?," IZA Discussion Papers 11616, Institute of Labor Economics (IZA).
    18. Mr. Adrian Peralta & Agustin Roitman, 2018. "Technology and the Future of Work," IMF Working Papers 2018/207, International Monetary Fund.
    19. Sergio Ocampo, 2019. "A task-based theory of occupations with multidimensional heterogeneity," 2019 Meeting Papers 477, Society for Economic Dynamics.
    20. Gilbert Cette & Aurélien Devillard & Vincenzo Spiezia, 2021. "The contribution of robots to productivity growth in 30 OECD countries over 1975–2019," Post-Print hal-03140435, HAL.
    21. Tao Chen & Shuwen Pi & Qing Sophie Wang, 2025. "Artificial Intelligence and Corporate Investment Efficiency: Evidence from Chinese Listed Companies," Working Papers in Economics 25/05, University of Canterbury, Department of Economics and Finance.
    22. Atif Mian & Amir Sufi, 2018. "Finance and Business Cycles: The Credit-Driven Household Demand Channel," Journal of Economic Perspectives, American Economic Association, vol. 32(3), pages 31-58, Summer.
    23. Abeliansky, Ana Lucia & Prettner, Klaus, 2020. "Automation and Demographic Change," GLO Discussion Paper Series 518, Global Labor Organization (GLO).
    24. Manuchehr Irandoust, 2024. "Employment and technology: Creative creation or creative destruction? An asymmetric analysis," Australian Economic Papers, Wiley Blackwell, vol. 63(2), pages 201-219, June.
    25. David Autor & Anna Salomons, 2018. "Is Automation Labor Share–Displacing? Productivity Growth, Employment, and the Labor Share," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 49(1 (Spring), pages 1-87.
    26. Ilona Pavlenkova & Luca Alfieri & Jaan Masso, 2021. "Effects Of Automation On The Gender Pay Gap: The Case Of Estonia," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 131, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    27. Luca Eduardo Fierro & Alessandro Caiani & Alberto Russo, 2021. "Automation, job polarisation, and structural change," Working Papers 2021/09, Economics Department, Universitat Jaume I, Castellón (Spain).
    28. Ana Lucia Abeliansky & Klaus Prettner, 2021. "Population growth and automation density: theory and cross-country evidence," Department of Economics Working Papers wuwp315, Vienna University of Economics and Business, Department of Economics.
    29. Emmanuelle Auriol & Sara Biancini & Rodrigo Paillacar, 2023. "Intellectual property rights protection and trade: an empirical analysis," Post-Print hal-03947266, HAL.
    30. Raphael Auer & David Köpfer & Josef Švéda & Raphael A. Auer, 2024. "The Rise of Generative AI: Modelling Exposure, Substitution, and Inequality Effects on the US Labour Market," CESifo Working Paper Series 11410, CESifo.
    31. Shoki KUSAKA & Tetsuji OKAZAKI & Ken ONISHI & Naoki WAKAMORI, 2023. "The Decline of Labor Share and New Technology Diffusion: Implications for markups and monopsony power," Discussion papers 23047, Research Institute of Economy, Trade and Industry (RIETI).
    32. Wang, Jianlong & Wang, Weilong & Liu, Yong & Wu, Haitao, 2023. "Can industrial robots reduce carbon emissions? Based on the perspective of energy rebound effect and labor factor flow in China," Technology in Society, Elsevier, vol. 72(C).
    33. Florencia Jaccoud & Fabien Petit & Tommaso Ciarli & Maria Savona, 2024. "Automation and Employment over the Technology Life Cycle: Evidence from European Regions," CESifo Working Paper Series 10987, CESifo.
    34. Mao, Fengfu & Hou, Yuqiao & Wang, Rong & Wang, Zongshun, 2023. "Can industrial intelligence break the carbon curse of natural resources in the context of Post-Covid-19 period? Fresh evidence from China," Resources Policy, Elsevier, vol. 86(PA).
    35. Amalia R. Miller & Ragan Petrie & Carmit Segal, 2024. "Effects of Workplace Competition on Work Time and Gender Inequality," ILR Review, Cornell University, ILR School, vol. 77(2), pages 251-272, March.
    36. Andreas Schaefer & Maik T. Schneider, 2024. "Public Policy Responses to AI," Graz Economics Papers 2024-06, University of Graz, Department of Economics.
    37. Osathanunkul, Rossarin & Dumrong, Pasinee & Yamaka, Woraphon & Maneejuk, Paravee, 2023. "The nonlinear impacts of aging labor and government health expenditures on productivity in ASEAN+3 economies," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 450-470.
    38. Shi, Zheng, 2023. "The impact of regional ICT development on job quality of the employee in China," Telecommunications Policy, Elsevier, vol. 47(6).
    39. Giorgio Presidente, 2019. "Institutions, Holdup and Automation," CESifo Working Paper Series 7834, CESifo.
    40. Matteo Sostero, 2020. "Automation and Robots in Services: Review of Data and Taxonomy," JRC Working Papers on Labour, Education and Technology 2020-14, Joint Research Centre.
    41. Daron Acemoglu & Pascual Restrepo, 2018. "Low-Skill and High-Skill Automation," Journal of Human Capital, University of Chicago Press, vol. 12(2), pages 204-232.
    42. Benjamin Moll & Lukasz Rachel & Pascual Restrepo, 2021. "Uneven Growth: Automation's Impact on Income and Wealth Inequality," NBER Working Papers 28440, National Bureau of Economic Research, Inc.
    43. Pol Antràs, 2020. "De-Globalisation? Global Value Chains in the Post-COVID-19 Age," NBER Working Papers 28115, National Bureau of Economic Research, Inc.
    44. Nicholas Bloom & Tarek Alexander Hassan & Aakash Kalyani & Josh Lerner & Ahmed Tahoun, 2021. "The diffusion of disruptive technologies," POID Working Papers 016, Centre for Economic Performance, LSE.
    45. Zhang, Yun & Qu, Yuxuan, 2024. "Has the digital economy improved the consumption of poor and subsistence households?," China Economic Review, Elsevier, vol. 83(C).
    46. Mario Benassi & Elena Grinza & Francesco Rentocchini & Laura Rondi, 2022. "Patenting in 4IR technologies and firm performance [Robots and jobs: evidence from US labor markets]," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 31(1), pages 112-136.
    47. Wolfgang Keller & Hale Utar, 2016. "International Trade and Job Polarization: Evidence at the Worker Level," CESifo Working Paper Series 5978, CESifo.
    48. Schmitz, Tom & Colantone, Italo & Ottaviano, Gianmarco, 2024. "Regional and Aggregate Economic Consequences of Environmental Policy," CEPR Discussion Papers 19221, C.E.P.R. Discussion Papers.
    49. Dosi, G. & Piva, M. & Virgillito, M. E. & Vivarelli, M., 2019. "Technology and employment in a vertically connected economy: a model and an empirical test," GLO Discussion Paper Series 355, Global Labor Organization (GLO).
    50. Jacobs, Arthur, 2023. "Capital-augmenting technical change in the context of untapped automation opportunities," Mathematical Social Sciences, Elsevier, vol. 123(C), pages 155-166.
    51. Dennis C. Hutschenreiter & Tommaso Santini & Eugenia Vella, 2022. "Automation and sectoral reallocation," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 13(1), pages 335-362, May.
    52. Shinnosuke KIKUCHI, 2024. "Automation and Offshoring on Wage Inequality in Japan," Discussion papers 24046, Research Institute of Economy, Trade and Industry (RIETI).
    53. Montobbio, Fabio & Staccioli, Jacopo & Virgillito, Maria Enrica & Vivarelli, Marco, 2020. "Robots and the Origin of Their Labour-Saving Impact," IZA Discussion Papers 12967, Institute of Labor Economics (IZA).
    54. Connor, Dylan Shane & Kemeny, Tom & Storper, Michael, 2023. "Frontier workers, and the seedbeds of inequality and prosperity," SocArXiv d93sj, Center for Open Science.
    55. Luisa Gagliardi & Enrico Moretti & Michel Serafinelli, 2023. "The World’s Rust Belts: The Heterogeneous Effects of Deindustrialization on 1,993 Cities in Six Countries," CESifo Working Paper Series 10826, CESifo.
    56. David Autor & Caroline Chin & Anna Salomons & Bryan Seegmiller, 2024. "New Frontiers: The Origins and Content of New Work, 1940–2018," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(3), pages 1399-1465.
    57. Wei Qian & Yongsheng Wang, 2022. "How Do Rising Labor Costs Affect Green Total Factor Productivity? Based on the Industrial Intelligence Perspective," Sustainability, MDPI, vol. 14(20), pages 1-19, October.
    58. Maria Petrova & Gregor Schubert & Bledi Taska & Pinar Yildirim, 2025. "Robotization and the Political Response of Politicians," NBER Chapters, in: The Political Economy of Artificial Intelligence, National Bureau of Economic Research, Inc.
    59. Godsway Korku Tetteh & Chuks Otioma, 2025. "Cyberattack, cyber risk mitigation capabilities, and firm productivity in Kenya," Small Business Economics, Springer, vol. 64(3), pages 1493-1514, March.
    60. Falck, Oliver & Heimisch-Roecker, Alexandra & Wiederhold, Simon, 2021. "Returns to ICT skills," Research Policy, Elsevier, vol. 50(7).
    61. Kindberg-Hanlon,Gene, 2021. "The Technology-Employment Trade-Off : Automation, Industry, and Income Effects," Policy Research Working Paper Series 9529, The World Bank.
    62. Lee, Yong Suk & Iizuka, Toshiaki & Eggleston, Karen, 2025. "Robots and labor in nursing homes," Labour Economics, Elsevier, vol. 92(C).
    63. Prettner, Klaus & Strulik, Holger, 2017. "The lost race against the machine: Automation, education, and inequality in an R&D-based growth model," University of Göttingen Working Papers in Economics 329, University of Goettingen, Department of Economics.
    64. Eric S. M. Protzer, 2019. "Social Mobility Explains Populism, Not Inequality or Culture," CID Working Papers 118a, Center for International Development at Harvard University.
    65. Detemple, Jonas & Wicht, Alexandra, 2023. "Uncovering Regional Inequalities in Digitalization: A Multifaceted Measurement for Germany," SocArXiv e439g, Center for Open Science.
    66. Huang, Xu & Hu, Yan & Dong, Zhiqiang, 2019. "The macroeconomic consequences of artificial intelligence: A theoretical framework," Economics Discussion Papers 2019-48, Kiel Institute for the World Economy (IfW Kiel).
    67. Georg Graetz, 2019. "Labor Demand in the Past, Present, and Future," European Economy - Discussion Papers 114, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    68. Luo, Jigang & Wang, Zhen & Wu, Maohua, 2021. "Effect of place-based policies on the digital economy: Evidence from the Smart City Program in China," Journal of Asian Economics, Elsevier, vol. 77(C).
    69. De Loecker, Jan & Obermeier, Tim & Van Reenen, John, 2024. "Firms and inequality," LSE Research Online Documents on Economics 121234, London School of Economics and Political Science, LSE Library.
    70. Michael Koch & Ilya Manuylov & Marcel Smolka, 2019. "Robots and Firms," Economics Working Papers 2019-05, Department of Economics and Business Economics, Aarhus University.
    71. Kaltenberg, Mary & Foster-McGregor, Neil, 2020. "The impact of automation on inequality across Europe," MERIT Working Papers 2020-009, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    72. Basso, Henrique S. & Jimeno, Juan F., 2021. "From secular stagnation to robocalypse? Implications of demographic and technological changes," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 833-847.
    73. E. Mark Curtis & Daniel G. Garrett & Eric Ohrn & Kevin A. Roberts & Juan Carlos Suarez Serrato, 2022. "Capital Investment and Labor Demand," Working Papers 22-04, Center for Economic Studies, U.S. Census Bureau.
    74. Nii-Aponsah, Hubert, 2022. "Automation exposure and implications in advanced and developing countries across gender, age, and skills," MERIT Working Papers 2022-021, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    75. Almeida,Rita Kullberg & Fernandes,Ana Margarida & Viollaz,Mariana & Almeida,Rita Kullberg & Fernandes,Ana Margarida & Viollaz,Mariana, 2017. "Does the adoption of complex software impact employment composition and the skill content of occupations ? evidence from Chilean firms," Policy Research Working Paper Series 8110, The World Bank.
    76. Mattia Filomena & Matteo Picchio & Alessia Lo Turco, 2024. "Trade exposure, immigrants and workplace injuries," Working Papers 488, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    77. Artuc,Erhan & Christiaensen,Luc & Winkler,Hernan Jorge, 2019. "Does Automation in Rich Countries Hurt Developing Ones? : Evidence from the U.S. and Mexico," Policy Research Working Paper Series 8741, The World Bank.
    78. Alan B. Krueger & Orley Ashenfelter, 2018. "Theory and Evidence on Employer Collusion in the Franchise Sector," NBER Working Papers 24831, National Bureau of Economic Research, Inc.
    79. Nikolova, Milena & Cnossen, Femke & Nikolaev, Boris, 2023. "Robots, Meaning, and Self-Determination," IZA Discussion Papers 16656, Institute of Labor Economics (IZA).
    80. Thomas Gries & Wim Naudé, 2022. "Modelling artificial intelligence in economics," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 56(1), pages 1-13, December.
    81. Gordon H. Hanson & Dani Rodrik & Rohan Sandhu, 2025. "The U.S. Place-Based Policy Supply Chain," NBER Working Papers 33511, National Bureau of Economic Research, Inc.
    82. Sergio Paba & Giovanni Solinas & Luca Bonacini & Silvia Fareri, 2020. "Robots, Trade and Employment in Italian Local Labour Systems," Department of Economics 0183, University of Modena and Reggio E., Faculty of Economics "Marco Biagi".
    83. Antoine BOZIO & Bertrand GARBINTI & Malka GUILLOT & Jonathan GOUPILLE-LEBRET & Thomas PIKETTY, 2020. "Predistribution vs. Redistribution: Evidence from France and the U.S," Working Papers 2020-24, Center for Research in Economics and Statistics.
    84. Chiarello, Filippo & Fantoni, Gualtiero & Hogarth, Terence & Giordano, Vito & Baltina, Liga & Spada, Irene, 2021. "Towards ESCO 4.0 – Is the European classification of skills in line with Industry 4.0? A text mining approach," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    85. Sylvie Blasco & Julie Rochut & Benedicte Rouland, 2024. "Displaced or depressed? Working in automatable jobs and mental health," Post-Print hal-04613897, HAL.
    86. Chrystalla Kapetaniou & Christopher A Pissarides, 2020. "Productive Robots and Industrial Employment: The role of national innovation systems," Discussion Papers 2023, Centre for Macroeconomics (CFM).
    87. Stemmler, Henry, 2019. "Does automation lead to de-industrialization in emerging economies? Evidence from Brazil," University of Göttingen Working Papers in Economics 382, University of Goettingen, Department of Economics.
    88. Stephen Smith & Uwe Jirjahn, 2017. "Nonunion Employee Representation: Theory and the German Experience with Mandated Works Councils," Working Papers 2017-22, The George Washington University, Institute for International Economic Policy.
    89. Claus Thustrup Kreiner & Michael Svarer, 2022. "Danish Flexicurity: Rights and Duties," Journal of Economic Perspectives, American Economic Association, vol. 36(4), pages 81-102, Fall.
    90. Bianchini, Stefano & Müller, Moritz & Pelletier, Pierre, 2022. "Artificial intelligence in science: An emerging general method of invention," Research Policy, Elsevier, vol. 51(10).
    91. Federico Huneeus & Kory Kroft & Kevin Lim, 2021. "Earnings Inequality in Production Networks," Working Papers Central Bank of Chile 907, Central Bank of Chile.
    92. Cao, Qiang & Xu, Aiyan & Wang, Jiawen & Yu, Wenmei, 2024. "Influence of financial inclusion and industrial robots on the efficiency of China's OFDI: A heterogeneous spatial stochastic frontier analysis," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 996-1009.
    93. Zhu, Jun & Zhang, Jingting & Feng, Yiqing, 2022. "Hard budget constraints and artificial intelligence technology," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    94. Stefano Federico & Fadi Hassan & Veronica Rappoport, 2020. "Trade shocks and credit reallocation," Temi di discussione (Economic working papers) 1289, Bank of Italy, Economic Research and International Relations Area.
    95. Krings, Bettina-Johanna & Moniz, António & Frey, Philipp, 2021. "Technology as enabler of the automation of work? Current societal challenges for a future perspective of work [A tecnologia como facilitadora da automação do trabalho? Desafios sociais atuais para ," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 9(21), pages 7-30.
    96. Cairó, Isabel & Sim, Jae, 2024. "Market power, inequality, and financial instability," Journal of Economic Dynamics and Control, Elsevier, vol. 164(C).
    97. Michael Wasylenko, 2020. "New York State Economic Status of Regions and Development Programs," Center for Policy Research Working Papers 220, Center for Policy Research, Maxwell School, Syracuse University.
    98. Xie, Xiaoyu & Yan, Jun, 2024. "How does artificial intelligence affect productivity and agglomeration? Evidence from China's listed enterprise data," International Review of Economics & Finance, Elsevier, vol. 94(C).
    99. Tang, Chengjian & Huang, Keqi & Liu, Qiren, 2021. "Robots and skill-biased development in employment structure: Evidence from China," Economics Letters, Elsevier, vol. 205(C).
    100. Ure, Odd Bjørn & Skauge, Tom, 2019. "Skills and employment under automation: Active adaptation at the local level," International Journal for Research in Vocational Education and Training (IJRVET), European Research Network in Vocational Education and Training (VETNET), European Educational Research Association, vol. 6(3), pages 203-223.
    101. Ngai, Liwa Rachel & Sevinc, Orhun, 2020. "A Multisector Perspective on Wage Stagnation," CEPR Discussion Papers 14855, C.E.P.R. Discussion Papers.
    102. Wenjuan Lu & Shenya Mao & Xinfeng Qiu & Chenjing Yan, 2025. "Industrial Robots and Environmental Pollution: Evidence From Chinese Cities," Journal of International Development, John Wiley & Sons, Ltd., vol. 37(3), pages 820-833, April.
    103. Daniele Siena & Riccardo Zago, 2021. "Job Polarization and the Flattening of the Price Phillips Curve," Working papers 819, Banque de France.
    104. Menon, Seetha & Salvatori, Andrea & Zwysen, Wouter, 2018. "The Effect of Computer Use on Job Quality: Evidence from Europe," IZA Discussion Papers 11298, Institute of Labor Economics (IZA).
    105. Hiroaki Sasaki, 2025. "The future of growth and distribution in an economy with automation technology," Journal of Economics, Springer, vol. 145(1), pages 1-30, June.
    106. Chen, Wenrui & Chen, Zhiwu & Qin, Ling & Shan, Yaowen & Xu, Weihang, 2024. "Strategic alliance, agency problems, and labor investment efficiency," Economic Modelling, Elsevier, vol. 139(C).
    107. Pinghui Wu, 2022. "Wage Inequality and the Rise in Labor Force Exit: The Case of US Prime-Age Men," Working Papers 22-16, Federal Reserve Bank of Boston.
    108. Lo Bello, Salvatore & Sanchez Puerta, Maria Laura & Winkler, Hernan, 2019. "From Ghana to America: The Skill Content of Jobs and Economic Development," Jobs Group Papers, Notes, and Guides 30800360, The World Bank.
    109. Michel André Maréchal & Alain Cohn & Tobias Gesche, 2018. "Honesty in the digital age," ECON - Working Papers 280, Department of Economics - University of Zurich, revised Dec 2020.
    110. Leila Bengali & Mary C. Daly & Evgeniya A. Duzhak & Cindy Zhao, 2025. "Pulled Out or Pushed Out? Declining Male Labor Force Participation," Working Paper Series 2025-07, Federal Reserve Bank of San Francisco.
    111. Marco Manacorda & Guido Tabellini & Andrea Tesei, 2022. "Mobile Internet and the Rise of Political Tribalism in Europe," Working Papers 941, Queen Mary University of London, School of Economics and Finance.
    112. Timothy DESTEFANO & Sho HANEDA & Hyeog KWON, 2019. "Determinants of Structural Adjustment and Employment Use in Japan: Firm Characteristics, Offshoring and Industrial Robotics," Discussion papers 19067, Research Institute of Economy, Trade and Industry (RIETI).
    113. Hertog, Ekaterina & Fukuda, Setsuya & Matsukura, Rikiya & Nagase, Nobuko & Lehdonvirta, Vili, 2023. "The future of unpaid work: Estimating the effects of automation on time spent on housework and care work in Japan and the UK," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
    114. Enrique Fernandez-Macias & David Klenert & Jose-Ignacio Anton, 2020. "Not so disruptive yet? Characteristics, distribution and determinants of robots in Europe," JRC Working Papers on Labour, Education and Technology 2020-03, Joint Research Centre.
    115. Pierre Barral & Mehdi Senouci, 2018. "Walking on two legs: Growth accounting with labor-saving and capital-saving technical change," Post-Print hal-01709599, HAL.
    116. Belloc, Filippo & Burdin, Gabriel & Cattani, Luca & Ellis, William & Landini, Fabio, 2021. "Coevolution of Job Automation Risk and Workplace Governance," IZA Discussion Papers 14788, Institute of Labor Economics (IZA).
    117. Chun, Hyunbae & Joo, Hailey Hayeon & Kang, Jisoo & Lee, Yoonsoo, 2023. "E-commerce and local labor markets: Is the “Retail Apocalypse” near?," Journal of Urban Economics, Elsevier, vol. 137(C).
    118. Weiming Zhang & Jiachao Peng & Lian Zhang, 2023. "Disruptive Displacement: The Impacts of Industrial Robots on the Energy Industry’s International Division of Labor from a Technological Complexity View," Energies, MDPI, vol. 16(8), pages 1-19, April.
    119. Knesl, Jiří, 2023. "Automation and the displacement of labor by capital: Asset pricing theory and empirical evidence," Journal of Financial Economics, Elsevier, vol. 147(2), pages 271-296.
    120. Liu, Lei & Li, Tianze & Phan, Quoc & Wu, Zhenyu & Zheng, Steven Xiaofan, 2024. "Automation exposure and operating performance," Finance Research Letters, Elsevier, vol. 65(C).
    121. Yu, Shule & Zhang, Jun & Yan, Xueling, 2024. "Robots, gender economic opportunities and household adjustment: Evidence from China," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 57-67.
    122. Zhang, Pengqing, 2019. "Automation, wage inequality and implications of a robot tax," International Review of Economics & Finance, Elsevier, vol. 59(C), pages 500-509.
    123. Flavio Calvino & Luca Fontanelli, 2025. "Decoding AI: Nine facts about how firms use artificial intelligence in France," LEM Papers Series 2025/13, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    124. Wang, Linhui & Zhao, He & Cao, Zhanglu & Dong, Zhiqing, 2024. "Artificial intelligence and intergenerational occupational mobility," Journal of Asian Economics, Elsevier, vol. 90(C).
    125. Craig Wesley Carpenter & Michael C Lotspeich-Yadao & Charles M Tolbert, 2022. "When to use commuting zones? An empirical description of spatial autocorrelation in U.S. counties versus commuting zones," PLOS ONE, Public Library of Science, vol. 17(7), pages 1-14, July.
    126. Rajka Hrbić & Tomislav Grebenar, 2022. "Assessment of Readiness of Croatian Companies to Introduce I4.0 Technologies," JRFM, MDPI, vol. 15(12), pages 1-24, November.
    127. Carioli, Paolo & Czarnitzki, Dirk & Fernández, Gastón P., 2024. "Evidence on the adoption of Artificial Intelligence: The role of skills shortage," ZEW Discussion Papers 24-013, ZEW - Leibniz Centre for European Economic Research.
    128. Xing Zhao & Sasa Yang, 2023. "Does Intelligence Improve the Efficiency of Technological Innovation?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(4), pages 3671-3695, December.
    129. Li, Chao & Lao, Wenyu & Li, Xiang & Zhang, Yuhan, 2024. "Automated workforce, financial precarities and family consumption: The importance of demand-side policies under the background of automation applications," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1287-1308.
    130. Wang, Weilong & Wang, Jianlong & Ye, Huiying & Wu, Haitao, 2024. "Polluted air, smarter factories? China's robot imports shed light on a potential link," Energy Economics, Elsevier, vol. 134(C).
    131. Koch, Michael & Manuylov, Ilya, 2023. "Measuring the technological bias of robot adoption and its implications for the aggregate labor share," Research Policy, Elsevier, vol. 52(9).
    132. Bill Dupor & Guerrero Rodrigo, 2017. "The Aggregate and Relative Economic Effects of Government Financed Health Care," Working Papers 2017-27, Federal Reserve Bank of St. Louis.
    133. Charles-Albert Lehalle, 2019. "La finance de marché à l’ère de l’intelligence bon marché," Revue d'économie financière, Association d'économie financière, vol. 0(3), pages 67-84.
    134. Pelin Ozgul & Marie-Christine Fregin & Michael Stops & Simon Janssen & Mark Levels, 2024. "High-skilled Human Workers in Non-Routine Jobs are Susceptible to AI Automation but Wage Benefits Differ between Occupations," Papers 2404.06472, arXiv.org.
    135. Carlos Molina & William F. Maloney, 2019. "Is Automation Labor-Displacing in the Developing Countries, Too? Robots, Polarization, and Jobs," World Bank Publications - Reports 33301, The World Bank Group.
    136. Wang, Jianlong & Liu, Yong & Wang, Weilong & Wu, Haitao, 2024. "Does artificial intelligence improve enterprise carbon emission performance? Evidence from an intelligent transformation policy in China," Technology in Society, Elsevier, vol. 79(C).
    137. Antonio Dalla Zuanna & Davide Dottori & Elena Gentili & Salvatore Lattanzio, 2024. "An assessment of occupational exposure to artificial intelligence in Italy," Questioni di Economia e Finanza (Occasional Papers) 878, Bank of Italy, Economic Research and International Relations Area.
    138. Alessandra Bonfiglioli & Rosario Crinò & Harald Fadinger & Gino Gancia, 2024. "Robot Imports and Firm-Level Outcomes," The Economic Journal, Royal Economic Society, vol. 134(664), pages 3428-3444.
    139. Italo Colantone & Gianmarco I.P. Ottaviano & Piero Stanig, 2021. "The Backlash of Globalization," CESifo Working Paper Series 9289, CESifo.
    140. Gihleb, Rania & Giuntella, Osea & Stella, Luca & Wang, Tianyi, 2020. "Industrial Robots, Workers' Safety, and Health," IZA Discussion Papers 13672, Institute of Labor Economics (IZA).
    141. Gan, Jiawu & Liu, Lihua & Qiao, Gang & Zhang, Qin, 2023. "The role of robot adoption in green innovation: Evidence from China," Economic Modelling, Elsevier, vol. 119(C).
    142. Michael Gerlich, 2023. "Perceptions and Acceptance of Artificial Intelligence: A Multi-Dimensional Study," Social Sciences, MDPI, vol. 12(9), pages 1-24, September.
    143. Gries, Thomas & Naude, Wim, 2018. "Artificial intelligence, jobs, inequality and productivity: Does aggregate demand matter?," MERIT Working Papers 2018-047, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    144. Cali,Massimiliano & Presidente,Giorgio, 2021. "Automation and Manufacturing Performance in a Developing Country," Policy Research Working Paper Series 9653, The World Bank.
    145. Damioli, Giacomo & Van Roy, Vincent & Vertesy, Daniel & Vivarelli, Marco, 2021. "Will the AI revolution be labour-friendly? Some micro evidence from the supply side," MERIT Working Papers 2021-016, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    146. Pu, Guifang & Xie, Yanxiang & Wu, Lidong & Wang, Kai, 2024. "Industrial robots and corporate risk-taking value," Finance Research Letters, Elsevier, vol. 70(C).
    147. Damiani, Mirella & Pompei, Fabrizio & Kleinknecht, Alfred, 2020. "When robots do (not) enhance job quality: The role of innovation regimes," MPRA Paper 103059, University Library of Munich, Germany.
    148. Ajay Agrawal & Joshua S. Gans & Avi Goldfarb, 2019. "Artificial Intelligence: The Ambiguous Labor Market Impact of Automating Prediction," NBER Working Papers 25619, National Bureau of Economic Research, Inc.
    149. Mr. Andrew Berg & Lahcen Bounader & Nikolay Gueorguiev & Hiroaki Miyamoto & Mr. Kenji Moriyama & Ryota Nakatani & Luis-Felipe Zanna, 2021. "For the Benefit of All: Fiscal Policies and Equity-Efficiency Trade-offs in the Age of Automation," IMF Working Papers 2021/187, International Monetary Fund.
    150. Lewandowski, Piotr & Keister, Roma & Hardy, Wojciech & Górka, Szymon, 2020. "Ageing of routine jobs in Europe," Economic Systems, Elsevier, vol. 44(4).
    151. Caselli, Mauro & Fracasso, Andrea & Marcolin, Arianna & Scicchitano, Sergio, 2021. "The reassuring effect of firms' technological innovations on workers' job insecurity," GLO Discussion Paper Series 938, Global Labor Organization (GLO).
    152. Chun, Hyunbae & Joo, Hailey Hayeon & Kang, Jisoo & Lee, Yoonsoo, 2020. "Diffusion of E-Commerce and Retail Job Apocalypse: Evidence from Credit Card Data on Online Spending," CEI Working Paper Series 2020-7, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
    153. Genz Sabrina & Bellmann Lutz & Matthes Britta, 2019. "Do German Works Councils Counter or Foster the Implementation of Digital Technologies? : First Evidence from the IAB-Establishment Panel," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 239(3), pages 523-564, June.
    154. Ufuk Akcigit & Sina T. Ates, 2019. "What Happened to U.S. Business Dynamism?," NBER Working Papers 25756, National Bureau of Economic Research, Inc.
    155. Lionel Fontagné & Ariell Reshef & Gianluca Santoni & Giulio Vannelli, 2024. "Automation, global value chains and functional specialization," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-04346960, HAL.
    156. Clément Bosquet & Paul Maarek & Elliot Moiteaux, 2021. "Routine-biased technological change and wages by education level: Occupational downgrading and displacement effects," Working Papers hal-03270715, HAL.
    157. Jo, Karam & Kim, Seula, 2024. "Heterogeneous Innovations and Growth Under Imperfect Technology Spillovers," IZA Discussion Papers 17581, Institute of Labor Economics (IZA).
    158. World Bank, "undated". "Shifting Gears," World Bank Publications - Reports 36317, The World Bank Group.
    159. de Vries, Gaaitzen J. & Gentile, Elisabetta & Miroudot, Sébastien & Wacker, Konstantin M., 2020. "The rise of robots and the fall of routine jobs," Labour Economics, Elsevier, vol. 66(C).
    160. Boddin, Dominik & Kroeger, Thilo, 2022. "Servitization, Inequality, and Wages," Labour Economics, Elsevier, vol. 77(C).
    161. Sasaki, Hiroaki, 2021. "Automation Technology, Economic Growth, and Income Distribution in an Economy with Dynasties and Overlapping Generations," MPRA Paper 105446, University Library of Munich, Germany.
    162. Li, Xin & Liu, Zhaoda & Ye, Yongwei, 2024. "Public data and corporate employment: Evidence from the launch of Chinese public data platform," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 124-144.
    163. Marco Pagano, 2019. "Risk Sharing within the Firm: A Primer," CSEF Working Papers 553, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy, revised 20 Sep 2020.
    164. , & Stiebale, Joel & Woessner, Nicole, 2020. "Robots and the rise of European superstar firms," CEPR Discussion Papers 15080, C.E.P.R. Discussion Papers.
    165. Qian Zhang, 2024. "The Impact of Digitalization on the Upgrading of China’s Manufacturing Sector’s Global Value Chains," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 15577-15600, December.
    166. Golin, Marta & Rauh, Christopher, 2023. "The Impact of Fear of Automation," CEPR Discussion Papers 17816, C.E.P.R. Discussion Papers.
    167. Julia Bock-Schappelwein & Michael Böheim & Elisabeth Christen & Stefan Ederer & Matthias Firgo & Klaus Friesenbichler & Werner Hölzl & Mathias Kirchner & Angela Köppl & Agnes Kügler & Christine Mayrhu, 2018. "Politischer Handlungsspielraum zur optimalen Nutzung der Vorteile der Digitalisierung für Wirtschaftswachstum, Beschäftigung und Wohlstand," WIFO Studies, WIFO, number 61256.
    168. Neumann, Uwe, 2023. "Regional adaptability to digital change: May the Swabian force be with you," Ruhr Economic Papers 1004, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    169. Chen, Yunsi & Hu, Dezhuang, 2023. "Why are exporters more gender-friendly? Evidence from China," Economic Modelling, Elsevier, vol. 118(C).
    170. Krenz, Astrid & Strulik, Holger, 2022. "Automation and the fall and rise of the servant economy," University of Göttingen Working Papers in Economics 431, University of Goettingen, Department of Economics.
    171. Lütkenhorst, Wilfried, 2018. "Creating wealth without labour? Emerging contours of a new techno-economic landscape," IDOS Discussion Papers 11/2018, German Institute of Development and Sustainability (IDOS).
    172. Ross, Andrew G. & McGregor, Peter G. & Swales, J Kim, 2024. "Labour market dynamics in the era of technological advancements: The system-wide impacts of labour augmenting technological change," Technology in Society, Elsevier, vol. 77(C).
    173. Prettner, Klaus & Strulik, Holger, 2019. "Innovation, Automation, and Inequality: Policy Challenges in the Race against the Machine," GLO Discussion Paper Series 320, Global Labor Organization (GLO).
    174. Gregory, Terry & Salomons, Anna & Zierahn, Ulrich, 2016. "Racing With or Against the Machine? Evidence from Europe," VfS Annual Conference 2016 (Augsburg): Demographic Change 145843, Verein für Socialpolitik / German Economic Association.
    175. Cao, Yuanyuan & Chen, Shaojian & Tang, Heyan, 2025. "Robot adoption and firm export: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 210(C).
    176. Carolina Arteaga & Victoria Barone, 2023. "Democracy and The Opioid Epidemic," Working Papers tecipa-765, University of Toronto, Department of Economics.
    177. Damioli, G. & Van Roy, V. & Vertesy, D. & Vivarelli, M., 2021. "May AI revolution be labour-friendly? Some micro evidence from the supply side," GLO Discussion Paper Series 823, Global Labor Organization (GLO).
    178. Björn Döhring & Atanas Hristov & Christoph Maier & Werner Roeger & Anna Thum-Thysen, 2021. "COVID-19 acceleration in digitalisation, aggregate productivity growth and the functional income distribution," International Economics and Economic Policy, Springer, vol. 18(3), pages 571-604, July.
    179. Goel, Rajeev K. & Nelson, Michael A., 2021. "Employment effects of R&D and innovation: Evidence from small and medium-sized firms in emerging markets," Kiel Working Papers 2196, Kiel Institute for the World Economy (IfW Kiel).
    180. David H. Autor & David Dorn & Gordon Hanson & Maggie R. Jones & Bradley Setzler, 2025. "Places versus People: The Ins and Outs of Labor Market Adjustment to Globalization," Opportunity and Inclusive Growth Institute Working Papers 112, Federal Reserve Bank of Minneapolis.
    181. García, Carlos J. & González, Wildo D. & Rivera, Tiare, 2024. "Robots at work in emerging developing countries: How bad could it be?," Labour Economics, Elsevier, vol. 87(C).
    182. Songling Wu & Yanqi Si & Xiaoxiang Wang, 2025. "Navigating technological innovation and rising costs: Assessing economic performance in Chinese manufacturing," PLOS ONE, Public Library of Science, vol. 20(1), pages 1-18, January.
    183. Aakash Kalyani & Nicholas Bloom & Marcela Carvalho & Tarek Alexander Hassan & Josh Lerner & Ahmed Tahoun, 2021. "The Diffusion of New Technologies," NBER Working Papers 28999, National Bureau of Economic Research, Inc.
    184. Simon Jäger & Shakked Noy & Benjamin Schoefer, 2022. "The German Model of Industrial Relations: Balancing Flexibility and Collective Action," NBER Working Papers 30377, National Bureau of Economic Research, Inc.
    185. Bekhtiar, Karim, 2024. "Robotization, Internal Migration and Rural Decline," VfS Annual Conference 2024 (Berlin): Upcoming Labor Market Challenges 302396, Verein für Socialpolitik / German Economic Association.
    186. Natalija Novta & Evgenia Pugacheva, 2018. "Manufacturing Jobs: Implications for Income Inequality," LIS Working papers 736, LIS Cross-National Data Center in Luxembourg.
    187. Ugo Colombino & Nizamul Islam, 2021. "Global and digitalised economy, new labour demand scenarios and optimal tax-transfer reforms," CHILD Working Papers Series 90 JEL Classification: H2, Centre for Household, Income, Labour and Demographic Economics (CHILD) - CCA.
    188. Brinca, Pedro & Oliveira, João & Duarte, João, 2019. "Investment-Specific Technological Change, Taxation and Inequality in the U.S," MPRA Paper 91463, University Library of Munich, Germany.
    189. Lin, Boqiang & Xu, Chongchong, 2024. "The effects of industrial robots on firm energy intensity: From the perspective of technological innovation and electrification," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
    190. Wu, Xuehui & Wu, Zhong & Hu, Jun, 2022. "Global competitiveness analysis of industrial robot technology innovations market layout using visibility graph," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 603(C).
    191. Giacomo Domini & Marco Grazzi & Daniele Moschella & Tania Treibich, 2021. "For Whom the Bell Tolls: The Firm-Level Effects of Automation on Wage and Gender Inequality," JRC Working Papers on Labour, Education and Technology 2021-15, Joint Research Centre.
    192. Zhang, Aili & Zhu, Han & Sun, Xinyu, 2024. "Manufacturing intelligentization and technological innovation: Perspectives on intra-industry impacts and inter-industry technology spillovers," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
    193. Ana L. Abeliansky & Klaus Prettner & Roman Stoellinger, 2023. "Infection Risk at Work, Automatability, and Employment," Department of Economics Working Papers wuwp352, Vienna University of Economics and Business, Department of Economics.
    194. Ünveren, Burak & Durmaz, Tunç & Sunal, Seçkin, 2023. "AI revolution and coordination failure: Theory and evidence," Journal of Macroeconomics, Elsevier, vol. 78(C).
    195. Karina Doorley & Jan Gromadzki & Piotr Lewandowski & Dora Tuda & Philippe Van Kerm, 2023. "Automation and income inequality in Europe," LISER Working Paper Series 2023-11, Luxembourg Institute of Socio-Economic Research (LISER).
    196. David E. Bloom & Klaus Prettner & Jamel Saadaoui & Mario Veruete, 2023. "Artificial intelligence and the skill premium," Papers 2311.09255, arXiv.org.
    197. John Gilbert & Onur A. Koska & Reza Oladi, 2021. "Labor-Eliminating Technology, Wage Inequality and Trade Protectionism," Working Papers in Economics 21/04, University of Canterbury, Department of Economics and Finance.
    198. Genz, Sabrina & Schnabel, Claus, 2021. "Digging into the digital divide: Workers' exposure to digitalization and its consequences for individual employment," Discussion Papers 118, Friedrich-Alexander University Erlangen-Nuremberg, Chair of Labour and Regional Economics.
    199. Iqbal, Qaisar & Piwowar-Sulej, Katarzyna, 2024. "Technological social responsibility: A stakeholder theory-based measurement scale," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
    200. Sandeep Kumar Kujur, 2018. "Impact of Technological Change on Employment: Evidence from the Organised Manufacturing Industry in India," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 61(2), pages 339-376, June.
    201. Kovacs, Oliver, 2024. "Exaptationary Industry 4.0: Graphene as pathfinder?," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    202. Albinowski, Maciej & Lewandowski, Piotr, 2022. "The Impact of ICT and Robots on Labour Market Outcomes of Demographic Groups in Europe," IZA Discussion Papers 15752, Institute of Labor Economics (IZA).
    203. Annie Tubadji & Toby Denney & Don J. Webber, 2021. "Cultural relativity in consumers' rates of adoption of artificial intelligence," Economic Inquiry, Western Economic Association International, vol. 59(3), pages 1234-1251, July.
    204. Tommaso Ferraresi & Andrea Roventini & Willi Semmler, 2016. "Macroeconomic regimes, technological shocks and employment dynamics," Documents de Travail de l'OFCE 2016-19, Observatoire Francais des Conjonctures Economiques (OFCE).
    205. Genz, Sabrina & Gregory, Terry & Janser, Markus & Lehmer, Florian & Matthes, Britta, 2021. "How do workers adjust when firms adopt new technologies?," ZEW Discussion Papers 21-073, ZEW - Leibniz Centre for European Economic Research.
    206. Jos'e-Ignacio Ant'on & Rudolf Winter-Ebmer & Enrique Fern'andez-Mac'ias, 2022. "Does robotization affect job quality? Evidence from European regional labour markets," Papers 2208.14248, arXiv.org.
    207. Nikolas Zolas & Zachary Kroff & Erik Brynjolfsson & Kristina McElheran & David Beede & Catherine Buffington & Nathan Goldschlag & Lucia Foster & Emin Dinlersoz, 2020. "Advanced Technologies Adoption and Use by U.S. Firms: Evidence from the Annual Business Survey," Working Papers 20-40, Center for Economic Studies, U.S. Census Bureau.
    208. Finkelstein Shapiro, Alan & Mandelman, Federico S., 2021. "Digital adoption, automation, and labor markets in developing countries," Journal of Development Economics, Elsevier, vol. 151(C).
    209. Wang, Mingjin & Li, Yongyou & Chi, Fuwei, 2024. "Synergistically promoting enterprises to replace old growth drivers with new ones: The roles of market and government," Journal of Asian Economics, Elsevier, vol. 94(C).
    210. David Autor & David Dorn & Gordon H. Hanson, 2021. "On the Persistence of the China Shock," NBER Working Papers 29401, National Bureau of Economic Research, Inc.
    211. Florian Hoffmann & David S. Lee & Thomas Lemieux, 2020. "Growing Income Inequality in the United States and Other Advanced Economies," Journal of Economic Perspectives, American Economic Association, vol. 34(4), pages 52-78, Fall.
    212. Papaioannou, Sotiris K., 2023. "ICT and economic resilience: Evidence from the COVID-19 pandemic," Economic Modelling, Elsevier, vol. 128(C).
    213. Aleh Tsyvinski & Nicolas Werquin, 2017. "Generalized Compensation Principle," NBER Working Papers 23509, National Bureau of Economic Research, Inc.
    214. Carbonero, Francesco. & Ernst, Ekkehard & Weber, Enzo., 2018. "Robots worldwide the impact of automation on employment and trade," ILO Working Papers 995008793402676, International Labour Organization.
    215. Ibarra, Carlos A. & Ros, Jaime, 2019. "The decline of the labor income share in Mexico, 1990–2015," World Development, Elsevier, vol. 122(C), pages 570-584.
    216. Almeida, Rita K. & Corseuil, Carlos Henrique & Poole, Jennifer P., 2017. "The Impact of Digital Technologies on Worker Tasks: Do Labor Policies Matter?," IZA Discussion Papers 11151, Institute of Labor Economics (IZA).
    217. Ascari, Guido & Fosso, Luca, 2024. "The international dimension of trend inflation," Journal of International Economics, Elsevier, vol. 148(C).
    218. Kerwin Kofi Charles & Erik Hurst & Mariel Schwartz, 2018. "The Transformation of Manufacturing and the Decline in U.S. Employment," NBER Working Papers 24468, National Bureau of Economic Research, Inc.
    219. Lucas Chancel, 2019. "Ten facts about income inequality in advanced economies," Working Papers hal-02876982, HAL.
    220. van Hoorn, Andre, 2018. "The Political Economy of Automation: Occupational Automatability and Preferences for Redistribution," MPRA Paper 86460, University Library of Munich, Germany.
    221. Joshua Greenstein, 2020. "The Precariat Class Structure and Income Inequality among US Workers: 1980–2018," Review of Radical Political Economics, Union for Radical Political Economics, vol. 52(3), pages 447-469, September.
    222. Praveen Jha & Preksha Mishra, 2022. "Persistent Vulnerabilities in the World of Work and Contemporary Capitalism: Some Reflections on India," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 65(2), pages 347-372, June.
    223. Janssen, Simon & Mohrenweiser, Jens, 2018. "The Shelf Life of Incumbent Workers during Accelerating Technological Change: Evidence from a Training Regulation Reform," IZA Discussion Papers 11312, Institute of Labor Economics (IZA).
    224. Gabriele Ciminelli & Sílvia Garcia‐Mandicó, 2022. "When and how do business shutdowns work? Evidence from Italy's first COVID‐19 wave," Health Economics, John Wiley & Sons, Ltd., vol. 31(9), pages 1823-1843, September.
    225. Eeckhout, Jan & Hedtrich, Christoph & Pinheiro, Roberto, 2021. "IT and Urban Polarization," CEPR Discussion Papers 16540, C.E.P.R. Discussion Papers.
    226. Liu, Yunxin & Cao, Yuqiang & Lu, Meiting & Shan, Yaowen & Xu, Jiangang, 2024. "Automating efficiency: The impact of industrial robots on labor investment in China," Economic Modelling, Elsevier, vol. 140(C).
    227. Balland, Pierre-Alexandre & Broekel, Tom & Diodato, Dario & Giuliani, Elisa & Hausmann, Ricardo & O'Clery, Neave & Rigby, David, 2022. "The new paradigm of economic complexity," Research Policy, Elsevier, vol. 51(3).
    228. Hideki Nakamura, 2024. "Can displaced workers have a fresh start?," Metroeconomica, Wiley Blackwell, vol. 75(1), pages 83-106, February.
    229. Karam Jo & Seula Kim, 2024. "Competition, Firm Innovation, and Growth under Imperfect Technology Spillovers," Working Papers 24-40, Center for Economic Studies, U.S. Census Bureau.
    230. Junjing Zhao & Qi Li & Xiaobing Hu, 2025. "Dynamic Effects of Education Investment on Sustainable Development Based on Comparative Empirical Research Between China and the United States," Sustainability, MDPI, vol. 17(7), pages 1-21, March.
    231. Laura Abrardi & Carlo Cambini & Laura Rondi, 2022. "Artificial intelligence, firms and consumer behavior: A survey," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 969-991, September.
    232. Tommaso Rughi & Jacopo Staccioli & Maria Enrica Virgillito, 2023. "Climate change and labour-saving technologies: the twin transition via patent texts," LEM Papers Series 2023/11, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    233. Lan, Sen & Cui, Maosheng, 2024. "Enterprise digital transformation and employment: Spillover effect within supply chains," Finance Research Letters, Elsevier, vol. 67(PB).
    234. Cords, Dario & Prettner, Klaus, 2019. "Technological Unemployment Revisited: Automation in a Search and Matching Framework," GLO Discussion Paper Series 308, Global Labor Organization (GLO).
    235. Giacomo Caterini, 2018. "Classifying Firms with Text Mining," DEM Working Papers 2018/09, Department of Economics and Management.
    236. Ufuk Akcigit & Sina T. Ates, 2021. "Ten Facts on Declining Business Dynamism and Lessons from Endogenous Growth Theory," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(1), pages 257-298, January.
    237. Bernardo Caldarola & Luca Fontanelli, 2024. "Scaling up to the cloud: Cloud technology use and growth rates in small and large firms," Papers 2409.17035, arXiv.org, revised Mar 2025.
    238. Ioramashvili, Carolin, 2024. "Technological invention and local labour markets: evidence from France, Germany and the UK," LSE Research Online Documents on Economics 123630, London School of Economics and Political Science, LSE Library.
    239. Krenz, Astrid & Strulik, Holger & Prettner, Klaus, 2019. "Robots, Reshoring, and the Lot of Low-Skilled Workers," VfS Annual Conference 2019 (Leipzig): 30 Years after the Fall of the Berlin Wall - Democracy and Market Economy 203602, Verein für Socialpolitik / German Economic Association.
    240. Zhang, Yi & Wang, Ting & Liu, Chun, 2024. "Beyond the modern productivity paradox: The effect of robotics technology on firm-level total factor productivity in China," Journal of Asian Economics, Elsevier, vol. 90(C).
    241. Anna Matysiak & Daniela Bellani & Honorata Bogusz, 2023. "Industrial Robots and Regional Fertility in European Countries," European Journal of Population, Springer;European Association for Population Studies, vol. 39(1), pages 1-36, December.
    242. Garcia-Lazaro, Aida & Pearce, Nick, 2023. "Intangible capital, the labour share and national ‘growth regimes’," Journal of Comparative Economics, Elsevier, vol. 51(2), pages 674-695.
    243. Cheng, Can & Luo, Jiayu & Zhu, Chun & Zhang, Shangfeng, 2024. "Artificial intelligence and the skill premium: A numerical analysis of theoretical models," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    244. Zhu, Minghao & Liang, Chen & Yeung, Andy C.L. & Zhou, Honggeng, 2024. "The impact of intelligent manufacturing on labor productivity: An empirical analysis of Chinese listed manufacturing companies," International Journal of Production Economics, Elsevier, vol. 267(C).
    245. Judith Clifton & Amy Glasmeier & Mia Gray, 2020. "When machines think for us: the consequences for work and place," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 13(1), pages 3-23.
    246. Gordon H. Hanson & Enrico Moretti, 2025. "Where Have All the Good Jobs Gone? Changes in the Geography of Work in the US, 1980-2021," NBER Working Papers 33631, National Bureau of Economic Research, Inc.
    247. Gustavo de Souza, 2022. "The Labor Market Consequences of Appropriate Technology," Working Paper Series WP 2022-53, Federal Reserve Bank of Chicago.
    248. Daniele Angelini, 2023. "Aging Population and Technology Adoption," Working Paper Series of the Department of Economics, University of Konstanz 2023-01, Department of Economics, University of Konstanz.
    249. Michele Rosenberg & Stefano Falcone, 2022. "Agricultural Modernization and Land Conflict," Working Papers 1314, Barcelona School of Economics.
    250. Roberto Antonietti & Luca Cattani & Francesca Gambarotto & Giulio Pedrini, 2021. "Education, routine, and complexity-biased Knowledge Enabling Technologies: Evidence from Emilia-Romagna, Italy," Discussion Paper series in Regional Science & Economic Geography 2021-07, Gran Sasso Science Institute, Social Sciences, revised May 2021.
    251. Carlo Perroni & Davide Suverato, 2023. "Skills scarcity and export intensity," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 56(2), pages 719-757, May.
    252. Emin Dinlersoz & Zoltan Wolf, 2018. "Automation, Labor Share, and Productivity: Plant-Level Evidence from U.S. Manufacturing," Working Papers 18-39, Center for Economic Studies, U.S. Census Bureau.
    253. Aisa, Rosa & Cabeza, Josefina & Martin, Jorge, 2023. "Automation and aging: The impact on older workers in the workforce," The Journal of the Economics of Ageing, Elsevier, vol. 26(C).
    254. Di Mauro, Carmela & Ancarani, Alessandro, 2022. "A taxonomy of back-shoring initiatives in the US," International Business Review, Elsevier, vol. 31(5).
    255. Awuni, Evans Tindana & Kemmerling, Achim, 2024. "Taking Gerschenkron to the Field: Attitudes towards Digitalization Hopes and Fears about the Future of Work in Ghana," Telecommunications Policy, Elsevier, vol. 48(2).
    256. Ghodsi, Mahdi & Stehrer, Robert & Barišić, Antea, 2024. "Which migrant jobs are linked with the adoption of novel technologies, robotisation, and digitalisation?," Technology in Society, Elsevier, vol. 78(C).
    257. Schott, Peter & Pierce, Justin, 2018. "New Perspectives on the Decline of US Manufacturing Employment," CEPR Discussion Papers 12839, C.E.P.R. Discussion Papers.
    258. Li, Chao & Zhang, Yuhan & Li, Xiang & Hao, Yanwei, 2024. "Artificial intelligence, household financial fragility and energy resources consumption: Impacts of digital disruption from a demand-based perspective," Resources Policy, Elsevier, vol. 88(C).
    259. Huang, Chenchen & Min Du, Anna & Lin, Boqiang, 2025. "How does the digital economy affect the green transition: The role of industrial intelligence and E-commerce," Research in International Business and Finance, Elsevier, vol. 73(PA).
    260. Arthur Jacobs, 2023. "Capitalist-Worker Wealth Distribution in a Task-Based Model of Automation," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 23/1064, Ghent University, Faculty of Economics and Business Administration.
    261. Pianta, Mario, 2017. "Technology and employment. Twelve stylized facts for the digital age," MPRA Paper 84391, University Library of Munich, Germany.
    262. Greg Howard & Carl Liebersohn, 2019. "What Explains U.S. House Prices? Regional Income Divergence," 2019 Meeting Papers 1054, Society for Economic Dynamics.
    263. Ronald Bachmann & Myrielle Gonschor & Piotr Lewandowski & Karol Madoń, 2022. "The Impact of Robots on Labour Market Transitions in Europe," IBS Working Papers 01/2022, Instytut Badan Strukturalnych.
    264. Nikolova, Milena & Lepinteur, Anthony & Cnossen, Femke, 2023. "Just Another Cog in the Machine? A Worker-Level View of Robotization and Tasks," IZA Discussion Papers 16610, Institute of Labor Economics (IZA).
    265. Hanley, Douglas, 2018. "Comment on “Should we fear the robot revolution? (The correct answer is yes)” by Andrew Berg, Ed Buffie, and Felipe Zanna," Journal of Monetary Economics, Elsevier, vol. 97(C), pages 149-152.
    266. Stefan Jestl, 2022. "Industrial Robots, and Information and Communication Technology: The Employment Effects in EU Labour Markets," wiiw Working Papers 215, The Vienna Institute for International Economic Studies, wiiw.
    267. Bjørn-Atle Reme & Ole Røgeberg & Jonathan Wörn & Bernt Bratsberg & Vegard Fykse Skirbekk, 2025. "The distribution of technology induced job loss: Evidence from a population-wide study in Norway," PLOS ONE, Public Library of Science, vol. 20(4), pages 1-13, April.
    268. Li, Zhensheng & Zhu, Junpeng & Wang, Shuqiong, 2024. "Environmental regulation, intelligent manufacturing and corporate investment & financing: Evidence from industrial robot investment," Pacific-Basin Finance Journal, Elsevier, vol. 87(C).
    269. Grigoli, Francesco & Koczan, Zsoka & Topalova, Petia, 2020. "Automation and labor force participation in advanced economies: Macro and micro evidence," European Economic Review, Elsevier, vol. 126(C).
    270. Xuan Zhang, 2023. "The impact of digital finance on corporate labor productivity: evidence from Chinese-listed companies," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 50(3), pages 527-550, September.
    271. Bernardo S. Buarque & Ronald B. Davies & Dieter Franz Kogler & Ryan M. Hynes, 2019. "OK Computer: The Creation and Integration of AI in Europe," Working Papers 201911, School of Economics, University College Dublin.
    272. Joshua Brault & Hashmat Khan, 2018. "The Shifts in Lead-Lag Properties of the US Business Cycle," Carleton Economic Papers 18-03, Carleton University, Department of Economics, revised 01 Mar 2019.
    273. Erik Brynjolfsson & Cathy Buffington & Nathan Goldschlag & J. Frank Li & Javier Miranda & Robert Seamans, 2023. "The Characteristics and Geographic Distribution of Robot Hubs in U.S. Manufacturing Establishments," NBER Working Papers 31062, National Bureau of Economic Research, Inc.
    274. Lewandowski, Piotr & Szymczak, Wojciech, 2024. "Automation, Trade Unions and Atypical Employment," IZA Discussion Papers 17544, Institute of Labor Economics (IZA).
    275. Lu, Ming & Zhang, Xi, 2019. "Towards an intelligent country: China’s higher education expansion and rural children’s senior high school participation," Economic Systems, Elsevier, vol. 43(2), pages 1-1.
    276. Hernando Zuleta & Daniel Gamboa, 2019. "Factor reallocation and growth: what if there are labor saving innovations?," Documentos CEDE 17199, Universidad de los Andes, Facultad de Economía, CEDE.
    277. Gold, Robert & Dippel, Christian & Heblich, Stephan & Pinto, Rodrigo, 2017. "Instrumental Variables and Causal Mechanisms: Unpacking the Effect of Trade on Workers and Voters," VfS Annual Conference 2017 (Vienna): Alternative Structures for Money and Banking 168152, Verein für Socialpolitik / German Economic Association.
    278. Barbieri, Laura & Mussida, Chiara & Piva, Mariacristina & Vivarelli, Marco, 2019. "Testing the employment and skill impact of new technologies: A survey and some methodological issues," MERIT Working Papers 2019-032, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    279. Almeida, Derick & Sequeira, Tiago, 2023. "Robots at work: new evidence with recent data," MPRA Paper 116857, University Library of Munich, Germany.
    280. Elisabetta Croci Angelini & Francesco Farina & Enzo Valentini, 2020. "Wage and employment by skill levels in technological evolution of South and East Europe," Journal of Evolutionary Economics, Springer, vol. 30(5), pages 1497-1514, November.
    281. Sun, Wenyuan & Zhang, Zhonghui & Chen, Yang & Luan, Fushu, 2023. "Heterogeneous effects of robots on employment in agriculture, industry, and services sectors," Technology in Society, Elsevier, vol. 75(C).
    282. Hensvik, Lena & Nordström Skans, Oskar, 2019. "The skill-specifc impact of past and projected occupational declinea," Working Paper Series 2019:28, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    283. Maarek, Paul & Moiteaux, Elliot, 2021. "Polarization, employment and the minimum wage: Evidence from European local labor markets," Labour Economics, Elsevier, vol. 73(C).
    284. Tom Coupé, 2018. "Robots, Job Characteristics and Job Insecurity," Working Papers in Economics 18/05, University of Canterbury, Department of Economics and Finance.
    285. Guarascio, Dario & Piccirillo, Alessandro & Reljic, Jelena, 2024. "Will robot replace workers? Assessing the impact of robots on employment and wages with meta-analysis," GLO Discussion Paper Series 1395, Global Labor Organization (GLO).
    286. Can, Burak, 2017. "Economic Design of Things," Research Memorandum 028, Maastricht University, Graduate School of Business and Economics (GSBE).
    287. Cao, Yuqiang & Hu, Yong & Liu, Qian & Lu, Meiting & Shan, Yaowen, 2023. "Job creation or disruption? Unraveling the effects of smart city construction on corporate employment in China," Technological Forecasting and Social Change, Elsevier, vol. 195(C).
    288. Lael Brainard, 2017. "Why Persistent Employment Disparities Matter for the Economy's Health : a speech at \"Disparities in the Labor Market: What Are We Missing?\" a research conference sponsored by the Board of ," Speech 970, Board of Governors of the Federal Reserve System (U.S.).
    289. Liu, Shasha & Wu, Yuhuan & Kong, Gaowen, 2024. "Politics and Robots," International Review of Financial Analysis, Elsevier, vol. 91(C).
    290. Xiaoying Zhong & Guanghai Liu & Peng Chen & Kaili Ke & Ruhe Xie, 2022. "The Impact of Internet Development on Urban Eco-Efficiency—A Quasi-Natural Experiment of “Broadband China” Pilot Policy," IJERPH, MDPI, vol. 19(3), pages 1-23, January.
    291. Tim Hinks, 2024. "Artificial Intelligence Perceptions and Life Satisfaction," Journal of Happiness Studies, Springer, vol. 25(1), pages 1-14, February.
    292. Zhao, Yantong & Said, Rusmawati & Ismail, Normaz Wana & Hamzah, Hanny Zurina, 2024. "Impact of industrial robot on labour productivity: Empirical study based on industry panel data," Innovation and Green Development, Elsevier, vol. 3(2).
    293. Hanson, Gordon H., 2023. "Immigration and Regional Specialization in AI," SocArXiv 9a45d, Center for Open Science.
    294. Nieddu, Marcello & Bertani, Filippo & Ponta, Linda, 2021. "Sustainability transition and digital trasformation: an agent-based perspective," MPRA Paper 106943, University Library of Munich, Germany.
    295. Claudia Fontanari & Antonella Palumbo, 2022. "Permanent Scars:The Effects of Wages on Productivity," Working Papers Series inetwp187, Institute for New Economic Thinking.
    296. Martin Labaj & Materj Vitalos, 2019. "Automation and labor demand in European countries: A task-based approach to wage bill decomposition," Department of Economic Policy Working Paper Series 021, Department of Economic Policy, Faculty of National Economy, University of Economics in Bratislava.
    297. Deng, Yue & Feng, Aiya & Hu, Dezhuang, 2025. "Gender earnings gap in Chinese firms: Can it be narrowed by industrial robots?," China Economic Review, Elsevier, vol. 89(C).
    298. Fabrizio Colonna & Filippo Scoccianti & Eliana Viviano, 2025. "The slowdown of productivity in the euro area and the role of input prices," Questioni di Economia e Finanza (Occasional Papers) 918, Bank of Italy, Economic Research and International Relations Area.
    299. Aksoy, Cevat Giray & Ozcan, Berkay & Philipp, Julia, 2020. "Robots and the Gender Pay Gap in Europe," SocArXiv rxkg2, Center for Open Science.
    300. Cilekoglu, Akin A. & Moreno, Rosina & Ramos, Raul, 2024. "The impact of robot adoption on global sourcing," Research Policy, Elsevier, vol. 53(3).
    301. Fossen, Frank M. & Sorgner, Alina, 2019. "New Digital Technologies and Heterogeneous Employment and Wage Dynamics in the United States: Evidence from Individual-Level Data," IZA Discussion Papers 12242, Institute of Labor Economics (IZA).
    302. Dosi, Giovanni & Piva, Mariacristina & Virgillito, Maria Enrica & Vivarelli, Marco, 2019. "Embodied and disembodied technological change: the sectoral patterns of job-creation and job-destruction," MERIT Working Papers 2019-020, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    303. Deng, Liuchun & Müller, Steffen & Plümpe, Verena & Stegmaier, Jens, 2023. "Robots, occupations, and worker age: A production-unit analysis of employment," IWH Discussion Papers 5/2023, Halle Institute for Economic Research (IWH).
    304. Oecd, 2017. "Making trade work for all," OECD Trade Policy Papers 202, OECD Publishing.
    305. Fu, Tong & Qiu, Zhaoxuan & Yang, Xiangyang & Li, Zijun, 2024. "The impact of artificial intelligence on green technology cycles in China," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    306. Czarnitzki, Dirk & Fernández, Gastón P. & Rammer, Christian, 2023. "Artificial intelligence and firm-level productivity," Journal of Economic Behavior & Organization, Elsevier, vol. 211(C), pages 188-205.
    307. Xin Gao & Shuo Kong, 2024. "Judicial improvement, market integration, and export technical complexity-a quasi-natural experiments based on the creation of circuit courts," PLOS ONE, Public Library of Science, vol. 19(3), pages 1-26, March.
    308. Xiaoyu Bian & Guangsu Zhou, 2024. "The effects of robots on internal migration: Evidence from China," Journal of Regional Science, Wiley Blackwell, vol. 64(3), pages 840-865, June.
    309. Abhishek, 2020. "Book review: Klaus Schwab with Nicholas Davis, Shaping the Future of the Fourth Industrial Revolution: A Guide to Building a Better World," The Economic and Labour Relations Review, , vol. 31(3), pages 467-470, September.
    310. Duan, Dingyun & Chen, Shaojian & Feng, Zongxian & Li, Jun, 2023. "Industrial robots and firm productivity," Structural Change and Economic Dynamics, Elsevier, vol. 67(C), pages 388-406.
    311. Bachmann, Ronald & Demir, Gökay & Green, Colin & Uhlendorff, Arne, 2022. "The Role of Within-Occupation Task Change in Wage Development," VfS Annual Conference 2022 (Basel): Big Data in Economics 264113, Verein für Socialpolitik / German Economic Association.
    312. Mihai Mutascu, 2021. "Artificial intelligence and unemployment: New insights," Post-Print hal-03528263, HAL.
    313. von Maydell, Richard, 2024. "Artificial Intelligence and its Effect on Competition and Factor Income Shares," VfS Annual Conference 2023 (Regensburg): Growth and the "sociale Frage" 277654, Verein für Socialpolitik / German Economic Association, revised 2024.
    314. Siliang Tong & Nan Jia & Xueming Luo & Zheng Fang, 2021. "The Janus face of artificial intelligence feedback: Deployment versus disclosure effects on employee performance," Strategic Management Journal, Wiley Blackwell, vol. 42(9), pages 1600-1631, September.
    315. Stepan Zemtsov, 2020. "New technologies, potential unemployment and ‘nescience economy’ during and after the 2020 economic crisis," Regional Science Policy & Practice, Wiley Blackwell, vol. 12(4), pages 723-743, August.
    316. Melia, Elvis, 2020. "African jobs in the digital era: Export options with a focus on online labour," IDOS Discussion Papers 3/2020, German Institute of Development and Sustainability (IDOS).
    317. Brantly Callaway & Weige Huang, 2020. "Distributional Effects of a Continuous Treatment with an Application on Intergenerational Mobility," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(4), pages 808-842, August.
    318. Filippo Bertani & Marco Raberto & Andrea Teglio, 2020. "The productivity and unemployment effects of the digital transformation: an empirical and modelling assessment," Review of Evolutionary Political Economy, Springer, vol. 1(3), pages 329-355, November.
    319. Zhang, Qianxiao & Duan, Yixue, 2024. "Digital empowerment and export quality: The moderate effect of market segmentation," Finance Research Letters, Elsevier, vol. 63(C).
    320. Lihua Zhang & Tian Gan & Jiachen Fan, 2023. "Do industrial robots affect the labour market? Evidence from China," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 31(3), pages 787-817, July.
    321. Marcus Dillender & Eliza Forsythe, 2022. "Computerization of White Collar Jobs," NBER Working Papers 29866, National Bureau of Economic Research, Inc.
    322. Lorenz, Hanno & Stephany, Fabian, 2018. "Back to the future: Changing job profiles in the digital age," Working Papers 13, Agenda Austria.
    323. Yong Hu & Qian Liu, 2023. "Local Digital Economy and Corporate Social Responsibility," Sustainability, MDPI, vol. 15(11), pages 1-20, May.
    324. Daisuke ADACHI & Taiyo FUKAI & Daiji KAWAGUCHI & Yukiko SAITO, 2020. "Commuting Zones in Japan," Discussion papers 20021, Research Institute of Economy, Trade and Industry (RIETI).
    325. Deng Liuchun & Plümpe Verena & Stegmaier Jens, 2024. "Robot Adoption at German Plants," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 244(3), pages 201-235, June.
    326. Belloc, Filippo & Burdin, Gabriel & Landini, Fabio, 2020. "Robots and Worker Voice: An Empirical Exploration," IZA Discussion Papers 13799, Institute of Labor Economics (IZA).
    327. Prettner, Klaus, 2023. "Stagnant Wages in the Face of Rising Labor Productivity: The Potential Role of Industrial Robots," Department of Economics Working Paper Series 354, WU Vienna University of Economics and Business.
    328. Stepan Zemtsov & Vera Barinova & Roza Semenova, 2019. "The Risks of Digitalization and the Adaptation of Regional Labor Markets in Russia," Foresight and STI Governance (Foresight-Russia till No. 3/2015), National Research University Higher School of Economics, vol. 13(2), pages 84-96.
    329. Zhou, Wei & Zhuang, Yan & Chen, Yan, 2024. "How does artificial intelligence affect pollutant emissions by improving energy efficiency and developing green technology," Energy Economics, Elsevier, vol. 131(C).
    330. Stefania Albanesi & António Dias da Silva & Juan F. Jimeno & Ana Lamo & Alena Wabitsch, 2023. "New Technologies and Jobs in Europe," NBER Working Papers 31357, National Bureau of Economic Research, Inc.
    331. Ryosuke Shimizu & Shohei Momoda, 2020. "Does Automation Technology increase Wage?," KIER Working Papers 1039, Kyoto University, Institute of Economic Research.
    332. Capello, Roberta & Lenzi, Camilla & Perucca, Giovanni, 2022. "The modern Solow paradox. In search for explanations," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 166-180.
    333. Fredrik B. Kostøl, 2024. "Do unions increase participation in further education?," British Journal of Industrial Relations, London School of Economics, vol. 62(3), pages 614-639, September.
    334. Marjit, Sugata & Das, Gouranga G. & Yang, Lei, 2025. "The role of finance in production and international trade," The North American Journal of Economics and Finance, Elsevier, vol. 75(PA).
    335. Ester Faia & Gianmarco I. P. Ottaviano & Saverio Spinella, 2023. "Robot adoption, worker-firm sorting and wage inequality: evidence from administrative panel data," CEP Discussion Papers dp1902, Centre for Economic Performance, LSE.
    336. Oscar Afonso & Tiago Sequeira & Derick Almeida, 2023. "Technological knowledge and wages: from skill premium to wage polarization," Journal of Economics, Springer, vol. 140(2), pages 93-119, October.
    337. Juthathip Jongwanich & Archanun Kohpaiboon, 2024. "Digital technology adoption and SMEs’ Financial Performance: Evidence from Thailand," Discussion Papers 81, Thammasat University, Faculty of Economics, revised Jan 2024.
    338. Galle, Simon & Lorentzen, Linnea, 2024. "The unequal effects of trade and automation across local labor markets," Journal of International Economics, Elsevier, vol. 150(C).
    339. Dosi, G. & Pereira, M.C. & Roventini, A. & Virgillito, M.E., 2022. "Technological paradigms, labour creation and destruction in a multi-sector agent-based model," Research Policy, Elsevier, vol. 51(10).
    340. Sergei Guriev & Elias Papaioannou, 2022. "The Political Economy of Populism," Journal of Economic Literature, American Economic Association, vol. 60(3), pages 753-832, September.
    341. Schmidpeter, Bernhard & Winter-Ebmer, Rudolf, 2021. "Automation, unemployment, and the role of labor market training," European Economic Review, Elsevier, vol. 137(C).
    342. Baek, Seungjin & Jeong, Deokjae, 2023. "Factors Influencing Labor Share: Automation, Task Innovation, and Elasticity of Substitution," MPRA Paper 118730, University Library of Munich, Germany.
    343. Michael T. Rauh, 2025. "Innovating Yourself Out of a Job," Journal of Industrial Economics, Wiley Blackwell, vol. 73(1), pages 31-69, March.
    344. Antea Barišić & Mahdi Ghodsi & Robert Stehrer, 2024. "Assessing the Impact of New Technologies on Wages and Labour Income Shares," wiiw Working Papers 240, The Vienna Institute for International Economic Studies, wiiw.
    345. Drago Bergholt & Francesco Furlanetto & Nicolò Maffei-Faccioli, 2022. "The Decline of the Labor Share: New Empirical Evidence," American Economic Journal: Macroeconomics, American Economic Association, vol. 14(3), pages 163-198, July.
    346. Luyu Wang & Gangdong Peng & Yongwen Yang & Xiaoxiang Li, 2024. "Industrial Robot Application and Enterprise Financialization: Empirical Evidence from the Chinese Manufacturing Firm Level," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 15365-15389, September.
    347. Tiare Rivera, 2019. "Efectos de la automatización en el empleo en Chile," Revista de Analisis Economico – Economic Analysis Review, Universidad Alberto Hurtado/School of Economics and Business, vol. 34(1), pages 3-49, April.
    348. Yang, Xiuyun & Li, Min & Liang, Shanshan, 2024. "How consumers’ digital engagement affects regional innovation capacity in China?," Economic Modelling, Elsevier, vol. 139(C).
    349. WU, Yunxia & LI, Lei & Zheng, Yanyan, 2024. "The impact of digitization in manufacturing on female employment and gender wage gap," Journal of Asian Economics, Elsevier, vol. 95(C).
    350. Catherine Taylor & Robert Waschik, 2022. "Evaluating the impact of automation in long-haul trucking using USAGE-Hwy," Centre of Policy Studies/IMPACT Centre Working Papers g-326, Victoria University, Centre of Policy Studies/IMPACT Centre.
    351. Liu, Qiren & Luo, Sen & Seamans, Robert, 2024. "Pain or anxiety? The health consequences of rising robot adoption in China," Economics Letters, Elsevier, vol. 236(C).
    352. Thomas Scherngell & Katharina Schwegmann & Georg Zahradnik, 2023. "The geographical dynamics of global R&D collaboration networks in robotics: Evidence from co-patenting activities across urban areas worldwide," PLOS ONE, Public Library of Science, vol. 18(4), pages 1-21, April.
    353. Lei Xia & Qingjiang Han & Shui Yu, 2024. "RETRACTED ARTICLE: Sustainable manufacturing intelligence: pathways for high-quality and energy efficient economic growth," Economic Change and Restructuring, Springer, vol. 57(3), pages 1-30, June.
    354. Gorny, Paul M. & Woodard, Ritchie C., 2020. "Don't Fear the Robots: Automatability and Job Satisfaction," MPRA Paper 103424, University Library of Munich, Germany.
    355. Wydra-Somaggio, Gabriele & Otto, Anne, 2020. "Digitalisierung und die Zukunft der Arbeit im Saarland," IAB-Regional. Berichte und Analysen aus dem Regionalen Forschungsnetz. IAB Rheinland-Pfalz-Saarland 202001, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    356. Daron Acemoglu & Pascual Restrepo, 2018. "Modeling Automation," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 48-53, May.
    357. Philippe Aghion & Céline Antonin & Simon Bunel, 2019. "Artificial Intelligence, Growth and Employment: The Role of Policy," Economie et Statistique / Economics and Statistics, Institut National de la Statistique et des Etudes Economiques (INSEE), issue 510-511-5, pages 149-164.
    358. Zhou, Zhongsheng & Li, Zhuo & Du, Shanzhong & Cao, June, 2024. "Robot adoption and enterprise R&D manipulation: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    359. Yang Yi-wen & Tian Kai, 2024. "How Industrial Intelligence Affects High-Quality Economic Development," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 8495-8512, June.
    360. Du, Junhong & He, Jiajia & Yang, Jing & Chen, Xiaohong, 2024. "How industrial robots affect labor income share in task model: Evidence from Chinese A-share listed companies," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
    361. Ulrike Unterhofer & Conny Wunsch, 2022. "Macroeconomic Effects of Active Labour Market Policies: A Novel Instrumental Variables Approach," Papers 2211.12437, arXiv.org.
    362. Jia, Nan & Yan, Xueling & Yu, Shule, 2024. "Does increasing robot density exacerbate wealth inequality?," Journal of Asian Economics, Elsevier, vol. 95(C).
    363. Daniil P. Frolov & Anna V. Lavrentyeva, 2019. "Regulatory Policy for Digital Economy- Holistic Institutional Framework," Montenegrin Journal of Economics, Economic Laboratory for Transition Research (ELIT), vol. 15(4), pages 33-44.
    364. Graetz, Georg & Michaels, Guy, 2015. "Robots at work," LSE Research Online Documents on Economics 61155, London School of Economics and Political Science, LSE Library.
    365. Gonzalez, Alejandro, 2024. "Bargaining power, demand growth and the decline of the labor share," OSF Preprints 78kad, Center for Open Science.
    366. Shuai Wang & Xin Huang & Mengyue Xia & Xing Shi, 2024. "Does Artificial Intelligence Promote Firms’ Innovation Efficiency: Evidence from the Robot Application," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 16373-16394, December.
    367. Jens Suedekum & Nicole Woessner, 2019. "Robots & the Rise of European Superstar Firms," European Economy - Discussion Papers 118, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    368. Chunyan Zhao & Linjing Wang & Chaobo Zhou, 2024. "Impact of Industrial Intelligence on China’s Urban Land Green Utilization Efficiency," Land, MDPI, vol. 13(8), pages 1-17, August.
    369. Silvio Traverso & Massimiliano Vatiero & Enrico Zaninotto, 2023. "Robots and labor regulation: a cross-country/cross-industry analysis," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 32(7), pages 977-999, October.
    370. Stehrer, Robert, 2024. "The impact of ICT and intangible capital accumulation on employment growth and labour income shares," Structural Change and Economic Dynamics, Elsevier, vol. 70(C), pages 211-220.
    371. Rademakers Emilie & Zierahn-Weilage Ulrich, 2024. "New Technologies: End of Work or Structural Change?," The Economists' Voice, De Gruyter, vol. 21(2), pages 335-344.
    372. Corrales‑Herrero, Helena & Rodriguez-Prado, Beatriz, 2022. "Mapping the Occupations of Recent Graduates. The Role of Academic Background in the Digital Era," MPRA Paper 123226, University Library of Munich, Germany, revised 06 Aug 2024.
    373. Lankisch, Clemens & Prettner, Klaus & Prskawetz, Alexia, 2019. "How can robots affect wage inequality?," Economic Modelling, Elsevier, vol. 81(C), pages 161-169.
    374. Fackler, Daniel & Mueller, Steffen & Stegmaier, Jens, 2018. "Explaining Wage Losses after Job Displacement: Employer Size and Lost Firm Rents," VfS Annual Conference 2018 (Freiburg, Breisgau): Digital Economy 181543, Verein für Socialpolitik / German Economic Association.
    375. Da Xie & WeiGuo Yang, 2023. "The Skill-Task Matching Model: Mechanism, Model Structure, and Algorithm," Papers 2306.12176, arXiv.org, revised Oct 2023.
    376. Arntz, Melanie & Gregory, Terry & Zierahn-Weilage, Ulrich, 2019. "Digitalization and the Future of Work: Macroeconomic Consequences," IZA Discussion Papers 12428, Institute of Labor Economics (IZA).
    377. Mann, Katja & Pozzoli, Dario, 2022. "Automation and Low-Skill Labor," IZA Discussion Papers 15791, Institute of Labor Economics (IZA).
    378. Andrei, Daniel & Carlin, Bruce I., 2023. "Schumpeterian competition in a Lucas economy," Journal of Economic Theory, Elsevier, vol. 208(C).
    379. Balland, Pierre-Alexandre & Broekel, Tom & Diodato, Dario & Giuliani, Elisa & Hausmann, Ricardo & O'Clery, Neave & Rigby, David, 2022. "Reprint of The new paradigm of economic complexity," Research Policy, Elsevier, vol. 51(8).
    380. Gilbert Cette & Aurélien Devillard & Vincenzo Spiezia, 2020. "Growth factors in developed countries: A 1960-2019 growth accounting decomposition," AMSE Working Papers 2033, Aix-Marseille School of Economics, France.
    381. Sébastien Bock & Idriss Fontaine, 2020. "Routine-Biased Technological Change and Hours Worked over the Business Cycle," PSE Working Papers halshs-02982145, HAL.
    382. Oliver Krebs, 2018. "Shocking Germany – A spatial analysis of German regional labor markets," Working Papers 183, Bavarian Graduate Program in Economics (BGPE).
    383. Behrens, Vanessa & Viete, Steffen, 2020. "A note on Germany's role in the fourth industrial revolution," Working Papers 09/2020, German Council of Economic Experts / Sachverständigenrat zur Begutachtung der gesamtwirtschaftlichen Entwicklung.
    384. Sotiris Blanas, 2024. "The distinct effects of information technologies and communication technologies on skill demand," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 63(4), pages 442-490, October.
    385. Maya Eden & Paul Gaggl, 2019. "Capital Composition and the Declining Labor Share," CESifo Working Paper Series 7996, CESifo.
    386. Davide Dottori, 2020. "Robots and employment: evidence from Italy," Questioni di Economia e Finanza (Occasional Papers) 572, Bank of Italy, Economic Research and International Relations Area.
    387. Sylvie Blasco, 2022. "Replaced or depressed? The effect of automation risk on workers' mental health," French Stata Users' Group Meetings 2022 09, Stata Users Group.
    388. Nadja Dwenger & Lukas Treber, 2022. "Shaming for Tax Enforcement," Management Science, INFORMS, vol. 68(11), pages 8202-8233, November.
    389. Sezer, Ayse Hazal & Uras, Burak, 2024. "Firms and Unions," Other publications TiSEM 81a58c37-dd82-442d-aab1-b, Tilburg University, School of Economics and Management.
    390. Wang, Linhui & Cao, Zhanglu & Dong, Zhiqing, 2023. "Are artificial intelligence dividends evenly distributed between profits and wages? Evidence from the private enterprise survey data in China," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 342-356.
    391. Yoon, Chungeun, 2023. "Technology adoption and jobs: The effects of self-service kiosks in restaurants on labor outcomes," Technology in Society, Elsevier, vol. 74(C).
    392. Rafael Myro, 2019. "A policy for a new industrial revolution," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 46(3), pages 403-414, September.
    393. Samuel Muehlemann, 2024. "AI Adoption and Workplace Training," Economics of Education Working Paper Series 0232, University of Zurich, Department of Business Administration (IBW).
    394. Yuefeng Xie & Luman Zhao & Yabin Zhang & Zhenguo Wang, 2025. "How Do Robot Applications Affect Corporate Sustainability?—An Analysis Based on Environmental, Social, and Governance Performance," Sustainability, MDPI, vol. 17(5), pages 1-29, February.
    395. Joshua Aizenman & Yothin Jinjarak & Nam Ngo & Ilan Noy, 2018. "Vocational Education, Manufacturing, and Income Distribution: International Evidence and Case Studies," Open Economies Review, Springer, vol. 29(3), pages 641-664, July.
    396. Clemens Struck & Adnan Velic, 2017. "Automation, New Technology, and Non-Homothetic Preferences," Trinity Economics Papers tep1217, Trinity College Dublin, Department of Economics.
    397. Jiang, Hong & Wang, Xue & Liu, Chongguang, 2024. "Automated machines and the labor wage gap," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
    398. Cristiano CODAGNONE & Giovanni LIVA & Egidijus BARCEVICIUS & Gianluca MISURACA & Luka KLIMAVICIUTE & Michele BENEDETTI & Irene VANINI & Giancarlo VECCHI & Emily RYEN GLOINSON & Katherine STEWART & Sti, 2020. "Assessing the impacts of digital government transformation in the EU: Conceptual framework and empirical case studies," JRC Research Reports JRC120865, Joint Research Centre.
    399. Enrico Maria Fenoaltea & Dario Mazzilli & Aurelio Patelli & Angelica Sbardella & Andrea Tacchella & Andrea Zaccaria & Marco Trombetti & Luciano Pietronero, 2024. "Follow the money: a startup-based measure of AI exposure across occupations, industries and regions," Papers 2412.04924, arXiv.org, revised Dec 2024.
    400. Arntz, Melanie & Genz, Sabrina & Gregory, Terry & Lehmer, Florian & Zierahn-Weilage, Ulrich, 2024. "De-Routinization in the Fourth Industrial Revolution - Firm-Level Evidence," IZA Discussion Papers 16740, Institute of Labor Economics (IZA).
    401. Fabian Eckert & Andrés Gvirtz & Jack Liang & Michael Peters, 2020. "A Method to Construct Geographical Crosswalks with an Application to US Counties since 1790," NBER Working Papers 26770, National Bureau of Economic Research, Inc.
    402. Autor, David & Dorn, David & Hanson, Gordon, 2023. "Trading Places: Mobility Responses of Native and Foreign-Born Adults to the China Trade Shock," CEPR Discussion Papers 18178, C.E.P.R. Discussion Papers.
    403. Kerstin Hotte & Angelos Theodorakopoulos & Pantelis Koutroumpis, 2021. "Automation and Taxation," Papers 2103.04111, arXiv.org, revised Apr 2022.
    404. Yangyang Zhong & Yilin Zhong & Longpeng Zhang & Zhiwei Tang, 2024. "The Path to Urban Sustainability: Urban Intelligent Transformation and Green Development—Evidence from 286 Cities in China," Sustainability, MDPI, vol. 16(23), pages 1-32, November.
    405. Tafti, Elena Ashtari, 2023. "Technology, Skills, and Performance: The Case of Robots in Surgery," CINCH Working Paper Series (since 2020) 78746, Duisburg-Essen University Library, DuEPublico.
    406. Anabela M. Santos & Javier Barbero Jimenez & Andrea Conte, 2022. "Job Creation and Destruction in the Digital Age: What about Portugal?," GEE Papers 0163, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Jun 2022.
    407. Lei Wang & Provash Sarker & Kausar Alam & Shahneoaj Sumon, 2021. "Artificial Intelligence and Economic Growth: A Theoretical Framework," Scientific Annals of Economics and Business (continues Analele Stiintifice), Alexandru Ioan Cuza University, Faculty of Economics and Business Administration, vol. 68(4), pages 421-443, November.
    408. You, Jing & Xu, Xiangyu & Liao, Deng & Lin, Chen, 2024. "International comparison of the impact of digital transformation on employment," Journal of Asian Economics, Elsevier, vol. 95(C).
    409. Barry, John W. & Campello, Murillo & Graham, John R. & Ma, Yueran, 2022. "Corporate flexibility in a time of crisis," Journal of Financial Economics, Elsevier, vol. 144(3), pages 780-806.
    410. Henri Haapanala; & Ive Marx; & Zachary Parolin;, 2021. "Robots and Unions: The Moderating Effect of Organised Labour on Technological Unemployment," Working Papers 2110, Herman Deleeck Centre for Social Policy, University of Antwerp.
    411. Afonso, Óscar & Sochirca, Elena & Neves, Pedro Cunha, 2025. "Robots and humans: The role of fiscal and monetary policies in an endogenous growth model," Mathematical Social Sciences, Elsevier, vol. 133(C), pages 49-59.
    412. Daron Acemoglu & Pascual Restrepo, 2018. "Artificial Intelligence, Automation and Work," NBER Working Papers 24196, National Bureau of Economic Research, Inc.
    413. Naudé, Wim & Dimitri, Nicola, 2018. "The Race for an Artificial General Intelligence: Implications for Public Policy," IZA Discussion Papers 11737, Institute of Labor Economics (IZA).
    414. Johannes Lehmann & Michael Beckmann, 2025. "Digital technologies and performance incentives: evidence from businesses in the Swiss economy," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 161(1), pages 1-19, December.
    415. Marco Manacorda & Guido Tabellini & Andrea Tesei, 2022. "Mobile Internet and the Rise of Communitarian Politics," CESifo Working Paper Series 9955, CESifo.
    416. Koski, Heli & Fornaro, Paolo, 2024. "Digitalization and Resilience: Data Assets and Firm Productivity Growth During the COVID-19 Pandemic," ETLA Working Papers 113, The Research Institute of the Finnish Economy.
    417. Jacopo Staccioli & Maria Enrica Virgillito, 2021. "Back to the past: the historical roots of labor-saving automation," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 11(1), pages 27-57, March.
    418. Hennig, Jan-Luca, 2021. "Labor Market Polarization and Intergenerational Mobility: Theory and Evidence," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242353, Verein für Socialpolitik / German Economic Association.
    419. Caselli, Mauro & Fracasso, Andrea & Scicchitano, Sergio & Traverso, Silvio & Tundis, Enrico, 2021. "Stop worrying and love the robot: An activity-based approach to assess the impact of robotization on employment dynamics," GLO Discussion Paper Series 802, Global Labor Organization (GLO).
    420. Qianqian Guo & Zhifang Su, 2023. "The Application of Industrial Robot and the High-Quality Development of Manufacturing Industry: From a Sustainability Perspective," Sustainability, MDPI, vol. 15(16), pages 1-26, August.
    421. Santini, Tommaso, 2022. "Automation with heterogeneous agents: The effect on consumption inequality," IWH Discussion Papers 28/2022, Halle Institute for Economic Research (IWH).
    422. Florencia Jaccoud & Fabien Petit & Tommaso Ciarli & Maria Savona, 2024. "Automation and Employment over the Technology Life Cycle: Evidence from European Regions," CEPEO Working Paper Series 24-02, UCL Centre for Education Policy and Equalising Opportunities, revised Feb 2024.
    423. Ni, Bin & Obashi, Ayako, 2021. "Robotics technology and firm-level employment adjustment in Japan," Japan and the World Economy, Elsevier, vol. 57(C).
    424. Yang, Chih-Hai, 2022. "How Artificial Intelligence Technology Affects Productivity and Employment: Firm-level Evidence from Taiwan," Research Policy, Elsevier, vol. 51(6).
    425. Stefano Bianchini & Moritz Müller & Pierre Pelletier, 2022. "Artificial intelligence in science: An emerging general method of invention," Post-Print hal-03958025, HAL.
    426. Findeisen, Sebastian & Dauth, Wolfgang & Schlenker, Oliver, 2025. "Organized labor versus robots? Evidence from microdata," ZEW Discussion Papers 25-005, ZEW - Leibniz Centre for European Economic Research.
    427. Mikhail Lysyakov & Siva Viswanathan, 2023. "Threatened by AI: Analyzing Users’ Responses to the Introduction of AI in a Crowd-Sourcing Platform," Information Systems Research, INFORMS, vol. 34(3), pages 1191-1210, September.
    428. Harry Moroz & Mariana Viollaz, 2024. "The Future of Work in Central America and the Dominican Republic," World Bank Publications - Reports 42043, The World Bank Group.
    429. Hideto Koizumi, 2023. "On the implementability of a "robot tax"," Economics Bulletin, AccessEcon, vol. 43(2), pages 759-768.
    430. Mayock, Tom & Tzioumis, Konstantinos, 2021. "New construction and mortgage default," Journal of Banking & Finance, Elsevier, vol. 133(C).
    431. Brambilla, Irene & César, Andrés & Falcone, Guillermo & Gasparini, Leonardo, 2023. "The impact of robots in Latin America: Evidence from local labor markets," World Development, Elsevier, vol. 170(C).
    432. Pi, Jiancai & Fan, Yanwei, 2021. "The impact of robots on equilibrium unemployment of unionized workers," International Review of Economics & Finance, Elsevier, vol. 71(C), pages 663-675.
    433. Li, Yunjian & Song, Yixiao & Sun, Yanming & Zeng, Mingzhuo, 2024. "When do employees learn from artificial intelligence? The moderating effects of perceived enjoyment and task-related complexity," Technology in Society, Elsevier, vol. 77(C).
    434. Bao, Hengmiao & Yang, Shijie, 2024. "Is there life after product quality failures? Evidence from employment decisions," Journal of Economic Behavior & Organization, Elsevier, vol. 218(C), pages 325-355.
    435. Ting Zhang & Roger Stough & Dan Gerlowski, 2022. "Digital exposure, age, and entrepreneurship," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 69(3), pages 633-681, December.
    436. Huseynov, Samir, 2025. "ChatGPT and the labor market: Unraveling the effect of AI discussions on students’ earning expectations," Journal of Economic Psychology, Elsevier, vol. 108(C).
    437. Ding, Jiantao & Yin, Yingkai & Kuang, Jinsong & Ding, Dezhi & Madsen, Dag.Øivind & Yang, Kunyu, 2024. "The impact of enterprise digital transformation on financial mismatch: Empirical evidence from listed companies in China," Finance Research Letters, Elsevier, vol. 66(C).
    438. Bertani, Filippo & Ponta, Linda & Raberto, Marco & Teglio, Andrea & Cincotti, Silvano, 2019. "The complexity of the intangible digital economy: an agent-based model," MPRA Paper 97071, University Library of Munich, Germany.
    439. Wang, Ting & Zhang, Yi & Liu, Chun, 2024. "Robot adoption and employment adjustment: Firm-level evidence from China," China Economic Review, Elsevier, vol. 84(C).
    440. Stéphane Auray & Aurélien Eyquem, 2018. "Robots in a Small Open Economy," Working Papers 2018-17, Center for Research in Economics and Statistics.
    441. Jaan Masso & Priit Vahter, 2023. "Innovation as a firm-level factor of the gender wage gap," International Journal of Manpower, Emerald Group Publishing Limited, vol. 45(3), pages 449-465, August.
    442. Katharina Candel-Haug & Alexander Cuntz & Oliver Falck, 2018. "Immigrants' Contribution to Innovativeness: Evidence from a Non-Selective Immigration Country," WIPO Economic Research Working Papers 52, World Intellectual Property Organization - Economics and Statistics Division.
    443. Jeremy Atack & Robert A. Margo & Paul Rhode, 2023. "De-skilling: Evidence from Late Nineteenth Century American Manufacturing," NBER Working Papers 31334, National Bureau of Economic Research, Inc.
    444. Ortega, Andrés & Otero-Iglesias, Miguel & Steinberg, Federico, 2018. "A globalisation challenge: Preventing a clash between the middle classes of the developed and emerging economies," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 12, pages 1-12.
    445. Asrar Ahmed Sabir & Iftikhar Ahmad & Hassan Ahmad & Muhammad Rafiq & Muhammad Asghar Khan & Neelum Noreen, 2023. "Consumer Acceptance and Adoption of AI Robo-Advisors in Fintech Industry," Mathematics, MDPI, vol. 11(6), pages 1-24, March.
    446. Federico Fabio Frattini & Francesco Vona & Filippo Bontadini, 2024. "Does Green Re-industrialization Pay off? Impacts on Employment, Wages and Productivity," Working Papers 2024.23, Fondazione Eni Enrico Mattei.
    447. Piyachart Phiromswad & Sabin Srivannaboon & Pattarake Sarajoti, 2022. "The interaction effects of automation and population aging on labor market," PLOS ONE, Public Library of Science, vol. 17(2), pages 1-16, February.
    448. Karim Bekhtiar, 2023. "The decline of manufacturing employment and the rise of the far-right in Austria," Economics working papers 2023-09, Department of Economics, Johannes Kepler University Linz, Austria.
    449. Alessio Terzi & Monika Sherwood & Aneil Singh, 2023. "European industrial policy for the green and digital revolution," Science and Public Policy, Oxford University Press, vol. 50(5), pages 842-857.
    450. Janine Berg & Francis Green & Laura Nurski & David Spencer, 2022. "Risks to job quality from digital technologies- are industrial relations in Europe ready for the challenge?," Bruegel Working Papers node_8318, Bruegel.
    451. Van Roy, Vincent & Vertesy, Daniel & Damioli, Giacomo, 2019. "AI and Robotics Innovation: a Sectoral and Geographical Mapping using Patent Data," GLO Discussion Paper Series 433, Global Labor Organization (GLO).
    452. Kostøl, Fredrik B. & Svarstad, Elin, 2023. "Trade Unions and the Process of Technological Change," Labour Economics, Elsevier, vol. 84(C).
    453. Uwe Thuemmel, 2018. "Optimal Taxation of Robots," CESifo Working Paper Series 7317, CESifo.
    454. Sangmin Aum & Yongseok Shin, 2025. "The Labor Market Impact of Digital Technologies," Review, Federal Reserve Bank of St. Louis, vol. 107(5), pages 1-10, April.
    455. Dechezlepretre, Antoine & Hemous, David & Olsen, Morten & Zanella, Carlo, 2020. "Automating labor: evidence from firm-level patent data," LSE Research Online Documents on Economics 108420, London School of Economics and Political Science, LSE Library.
    456. Crowley, Frank & Doran, Justin, 2019. "Automation and Irish Towns: Who's Most at Risk?," SRERC Working Paper Series SRERCWP2019-1, University College Cork (UCC), Spatial and Regional Economic Research Centre (SRERC).
    457. Aleksandra Parteka & Joanna Wolszczak-Derlacz & Dagmara Nikulin, 2021. "How digital technology affects working conditions in globally fragmented production chains: evidence from Europe," GUT FME Working Paper Series A 66, Faculty of Management and Economics, Gdansk University of Technology.
    458. Claudio Costanzo, 2022. "Robots, Jobs, and Optimal Fertility Timing," Working Papers ECARES 2022-36, ULB -- Universite Libre de Bruxelles.
    459. Caselli, Mauro & Fracasso, Andrea, 2021. "Covid-19 and Technology," GLO Discussion Paper Series 1001, Global Labor Organization (GLO).
    460. Quang Hoan Truong & Van Chung Dong, 2023. "Impacts of FDI Presence and Product Sophistication on the Demand for Skilled and Unskilled Labour: Evidence from SMEs in Viet Nam," Working Papers DP-2022-40, Economic Research Institute for ASEAN and East Asia (ERIA).
    461. Juthathip Jongwanich & Archanun Kohpaiboon & Ayako Obashi, 2020. "Technological Advancement, Import Penetration, and Labour Markets: Evidence from Thai Manufacturing," Working Papers DP-2020-09, Economic Research Institute for ASEAN and East Asia (ERIA).
    462. Jacopo Staccioli & Maria Enrica Virgillito, 2020. "The present, past, and future of labor-saving technologies," DISCE - Working Papers del Dipartimento di Politica Economica dipe0013, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    463. O'Brien, Rourke & Bair, Elizabeth F. & Venkataramani, Atheendar S., 2022. "Death by Robots? Automation and Working-Age Mortality in the United States," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 59(2), pages 607-628.
    464. Pinheiro, Alexandra & Sochirca, Elena & Afonso, Oscar & Neves, Pedro Cunha, 2023. "Automation and off(re)shoring: A meta-regression analysis," International Journal of Production Economics, Elsevier, vol. 264(C).
    465. Gökhan Murat & Belemir Şengül, 2023. "Yapay Zekânın İstihdama Yönelik Etkileri: Bir Sosyal Politika Önlemi Olarak Evrensel Temel Gelir," Journal of Social Policy Conferences, Istanbul University, Faculty of Economics, issue 85, pages 199-213, December.
    466. Colombo, Emilio & Mercorio, Fabio & Mezzanzanica, Mario, 2019. "AI meets labor market: Exploring the link between automation and skills," Information Economics and Policy, Elsevier, vol. 47(C), pages 27-37.
    467. Bertani, Filippo & Ponta, Linda & Raberto, Marco & Teglio, Andrea & Cincotti, Silvano, 2019. "An economy under the digital transformation," MPRA Paper 94205, University Library of Munich, Germany.
    468. Roberto Camagni & Roberta Capello & Camilla Lenzi & Giovanni Perucca, 2023. "Urban crisis vs. urban success in the era of 4.0 technologies: Baumol's model revisited," Papers in Regional Science, Wiley Blackwell, vol. 102(3), pages 589-612, June.
    469. Dauth, Wolfgang & Findeisen, Sebastian & Südekum, Jens & Wößner, Nicole, 2017. "German robots - the impact of industrial robots on workers," IAB-Discussion Paper 201730, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    470. Wang, Jiaxin & Zhao, Mu & Huang, Xiang & Song, Zilong & Sun, Di, 2024. "Supply chain diffusion mechanisms for AI applications: A perspective on audit pricing," International Review of Financial Analysis, Elsevier, vol. 93(C).
    471. Alderete, María Verónica, 2022. "The effect of broadband on economic growth in Latin America: an approach based on a simultaneous equations model," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), December.
    472. Qian, Cheng & Zhu, Chun & Huang, Duen-Huang & Zhang, Shangfeng, 2023. "Examining the influence mechanism of artificial intelligence development on labor income share through numerical simulations," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    473. Veugelers Reinhilde & Faivre Clémence & Rückert Désirée & Weiss Christoph, 2023. "The Green and Digital Twin Transition: EU vs US Firms," Intereconomics: Review of European Economic Policy, Sciendo, vol. 58(1), pages 56-62, January.
    474. Ortega, Andrés & Otero-Iglesias, Miguel & Steinberg, Federico, 2017. "A globalisation challenge: Preventing a clash between the middle classes of the developed and emerging economies," Economics Discussion Papers 2017-106, Kiel Institute for the World Economy (IfW Kiel).
    475. Daisuke Adachi & Daiji Kawaguchi & Yukiko U. Saito, 2024. "Robots and Employment: Evidence from Japan, 1978–2017," Journal of Labor Economics, University of Chicago Press, vol. 42(2), pages 591-634.
    476. Tang, Yuwei & Sun, Yanlin & He, Zhenyu, 2025. "Air pollution and firms' robot adoption: Evidence from China," Economic Modelling, Elsevier, vol. 143(C).
    477. Nour Eldin Elshaiekh & Khalfan Al-Hijji & Ahmed Shehata & Said Mohammed Ali Alrashdi, 2023. "An Empirical Analysis of Factors Motivating Unemployed Individuals to Engage in Digital Entrepreneurship in Oman: Focus on Technological Infrastructure," Sustainability, MDPI, vol. 15(17), pages 1-21, August.
    478. Fang, Guanfu & Miao, Liya, 2025. "Robot and crime: Evidence from China," World Development, Elsevier, vol. 188(C).
    479. Rodimiro Rodrigo, 2022. "Robot Adoption, Organizational Capital and the Productivity Paradox," Working Papers gueconwpa~22-22-03, Georgetown University, Department of Economics.
    480. Daisuke ADACHI, 2024. "Robots and Wage Polarization: The effects of robot capital by occupation," Discussion papers 24066, Research Institute of Economy, Trade and Industry (RIETI).
    481. Shimizu, Ryosuke & Momoda, Shohei, 2023. "Does automation technology increase wage?," Journal of Macroeconomics, Elsevier, vol. 77(C).
    482. Alexander Bick & Nicola Fuchs-Schündeln & David Lagakos & Hitoshi Tsujiyama, 2021. "Structural Change in Labor Supply and Cross-Country Differences in Hours Worked," NBER Working Papers 29099, National Bureau of Economic Research, Inc.
    483. Maciej Cieślukowski & Przemysław Garsztka & Beata Zyznarska-Dworczak, 2022. "The Impact of Robotification on the Financial Situation of Microenterprises: Evidence from the Financial Services Sector in Poland," Risks, MDPI, vol. 10(2), pages 1-20, February.
    484. Ramos, Minerva E. & Garza-Rodríguez, Jorge & Gibaja-Romero, Damian E., 2022. "Automation of employment in the presence of industry 4.0: The case of Mexico," Technology in Society, Elsevier, vol. 68(C).
    485. Mary O’Mahony & Michela Vecchi & Francesco Venturini, 2021. "Capital Heterogeneity and the Decline of the Labour Share," Economica, London School of Economics and Political Science, vol. 88(350), pages 271-296, April.
    486. Südekum, Jens, 2021. "Place-based policies - How to do them and why," DICE Discussion Papers 367, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    487. Miyoshi, Koyo, 2024. "The decline in the labor share: Evidence from Japanese manufacturers’ panel data," Journal of Asian Economics, Elsevier, vol. 92(C).
    488. Jacques Bughin, 2020. "How Firms will affect the Future of Work," Working Papers TIMES² 2020-035, ULB -- Universite Libre de Bruxelles.
    489. Annunziata, Marco & Bourgeois, Hendrik, 2018. "The future of work: How G20 countries can leverage digital-industrial innovations into stronger high-quality jobs growth," Economics Discussion Papers 2018-28, Kiel Institute for the World Economy (IfW Kiel).
    490. Luis Moreno, 2019. "Robotization and Welfare Scenarios," Working Papers 1901, Instituto de Políticas y Bienes Públicos (IPP), CSIC.
    491. Mauro Caselli & Andrea Fracasso & Silvio Traverso, 2021. "Globalization, robotization, and electoral outcomes: Evidence from spatial regressions for Italy," Journal of Regional Science, Wiley Blackwell, vol. 61(1), pages 86-111, January.
    492. Jaeger, David A. & Ruist, Joakim & Stuhler, Jan, 2018. "Shift-Share Instruments and the Impact of Immigration," IZA Discussion Papers 11307, Institute of Labor Economics (IZA).
    493. Luo, Wei & Tang, Lixin & Yang, Yaxin & Zou, Xianqiang, 2025. "Robots as guardians: Industrial automation and workplace safety in China," Journal of Development Economics, Elsevier, vol. 172(C).
    494. Hideki Nakamura & Joseph Zeira, 2024. "Automation and unemployment: help is on the way," Journal of Economic Growth, Springer, vol. 29(2), pages 215-250, June.
    495. Mahuaqing Zuo & Yuhan Zhao & Shasha Yu, 2024. "Industrial robot applications and individual migration decision: evidence from households in China," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-15, December.
    496. Ping Han & Tingting He & Can Feng & Yihan Wang, 2024. "Research on Whether Artificial Intelligence Affects Industrial Carbon Emission Intensity Based on the Perspective of Industrial Structure and Government Intervention," Sustainability, MDPI, vol. 16(21), pages 1-19, October.
    497. Christian Gunadi & Hanbyul Ryu, 2023. "How Do People Respond When They Know That Robots Will Take Their Jobs?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 85(5), pages 939-958, October.
    498. David H. Autor, 2019. "Work of the Past, Work of the Future," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 1-32, May.
    499. Liu, Yajun & Zhang, Xiuwu & Shen, Yang, 2024. "Technology-driven carbon reduction: Analyzing the impact of digital technology on China's carbon emission and its mechanism," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    500. Félix Modrego & Jorge Ortega & Lenia Planas & Álvaro Astudillo, 2022. "Foreign Direct Investment Elasticities of Output, Labor, and Wages in Chile: A Simultaneous Equations Approach," Economies, MDPI, vol. 10(12), pages 1-21, November.
    501. Karim Bekhtiar & Benjamin Bittschi & Richard Sellner, 2021. "Robots at Work? Pitfalls of Industry Level Data," EconPol Working Paper 58, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    502. Anne-Katherine Cormier & Michael Francis & Kristina Hess & Guillaume Poulin-Bellisle, 2019. "Drivers of Weak Wage Growth in Advanced Economies," Staff Analytical Notes 2019-3, Bank of Canada.
    503. Stefan Ederer, 2018. "Makroökonomische Auswirkungen der Digitalisierung," WIFO Monatsberichte (monthly reports), WIFO, vol. 91(12), pages 855-862, December.
    504. Jean Roisse Rodrigues Ferreira, 2022. "Decision-Making under Risk: Conditions Affecting the Risk Preferences of Politicians in Digitalization," IJERPH, MDPI, vol. 19(5), pages 1-12, March.
    505. Abeliansky, Ana Lucia & Prettner, Klaus & Rodriguez-Crespo, Ernesto, 2024. "Climate change and automation: the emission effects of robot adoption," Department of Economics Working Paper Series 370, WU Vienna University of Economics and Business.
    506. Jiang, Lihan & He, Yiyao & Jiang, Haiwei, 2024. "Impacts of digital-technology adoption on workers: A simple model and evidence from China," International Review of Economics & Finance, Elsevier, vol. 96(PA).
    507. Andre Jungmittag & Annarosa Pesole, 2019. "The impact of robots on labour productivity: A panel data approach covering 9 industries and 12 countries," JRC Working Papers on Labour, Education and Technology 2019-08, Joint Research Centre.
    508. Janet Gao & Shan Ge & Lawrence D. W. Schmidt & Cristina Tello-Trillo, 2023. "How Do Health Insurance Costs Affect Firm Labor Composition and Technology Investment?," Working Papers 23-47, Center for Economic Studies, U.S. Census Bureau.
    509. Yingying Lu & Yixiao Zhou, 2021. "A review on the economics of artificial intelligence," Journal of Economic Surveys, Wiley Blackwell, vol. 35(4), pages 1045-1072, September.
    510. Ozge Demirci & Jonas Hannane & Xinrong Zhu, 2024. "Who Is AI Replacing? The Impact of Generative AI on Online Freelancing Platforms," CESifo Working Paper Series 11276, CESifo.
    511. Shurong Zi & Ziyuan Pan & Yanjie Chen & Xinheng Liu & Qi Ban, 2025. "Intelligent Manufacturing and Pollution Emissions from Chinese Manufacturing Firms: Theories and Mechanisms," Sustainability, MDPI, vol. 17(2), pages 1-21, January.
    512. Wang, Hua & Liao, Lingtao & Wu, Ji (George), 2023. "Robot adoption and firm's capacity utilization: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 82(C).
    513. Frederic Jenny, 2019. "Populism, Fairness and Competition: Should we Care and What Could we do?," The Japanese Economic Review, Springer, vol. 70(3), pages 280-297, September.
    514. Li, Lanbing & Zhao, Jiawei & Yang, Yuhan & Ma, Dan, 2025. "Artificial intelligence and green development well-being: Effects and mechanisms in China," Energy Economics, Elsevier, vol. 141(C).
    515. Sasaki, Hiroaki, 2022. "Growth with Automation Capital and Declining Population," MPRA Paper 113977, University Library of Munich, Germany.
    516. Sabrina Aufiero & Giordano De Marzo & Angelica Sbardella & Andrea Zaccaria, 2023. "Mapping job complexity and skills into wages," Papers 2304.05251, arXiv.org.
    517. Karishma Banga, 2019. "Digital technologies and 'value' capture in global value chains: Empirical evidence from Indian manufacturing firms," WIDER Working Paper Series wp-2019-43, World Institute for Development Economic Research (UNU-WIDER).
    518. Wang, Jiancheng & Chen, Jialing & Li, Xiaoying & Li, Weiping, 2024. "Broadband acceleration and employment: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
    519. Wydra-Somaggio, Gabriele & Otto, Anne, 2020. "Digitalisierung und die Zukunft der Arbeit in Rheinland-Pfalz," IAB-Regional. Berichte und Analysen aus dem Regionalen Forschungsnetz. IAB Rheinland-Pfalz-Saarland 202002, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    520. Howard, Greg & Liebersohn, Jack, 2021. "Why is the rent so darn high? The role of growing demand to live in housing-supply-inelastic cities," Journal of Urban Economics, Elsevier, vol. 124(C).
    521. Gathmann, Christina & Kagerl, Christian & Pohlan, Laura & Roth, Duncan, 2023. "The Pandemic Push: Digital Technologies and Workforce Adjustments," CEPR Discussion Papers 18097, C.E.P.R. Discussion Papers.
    522. Leibrecht, Markus & Scharler, Johann & Zhoufu, Yan, 2023. "Automation and unemployment: Does collective bargaining moderate their association?," Structural Change and Economic Dynamics, Elsevier, vol. 67(C), pages 264-276.
    523. Ekaterina Prytkova & Fabien Petit & Deyu Li & Sugat Chaturvedi & Tommaso Ciarli, 2024. "The Employment Impact of Emerging Digital Technologies," CESifo Working Paper Series 10955, CESifo.
    524. Seongjun Yang & Donghyun Kim, 2024. "Spatial distribution and characteristics of vulnerable occupations to artificial intelligence: cases from South Korea," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 72(4), pages 1079-1103, April.
    525. Blackwood, G.Jacob & Cunningham, Cindy & Dey, Matt & Foster, Lucia & Grim, Cheryl & Haltiwanger, John C. & Nesbit, Rachel & Pabilonia, Sabrina Wulff & Stewart, Jay & Tuttle, Cody & Wolf, Zoltan, 2022. "Opening the Black Box: Task and Skill Mix and Productivity Dispersion," IZA Discussion Papers 15594, Institute of Labor Economics (IZA).
    526. Wim Naudé, 2019. "New Technology, Entrepreneurship and the Revival of Manufacturing in Africa: Opportunities for Youth and Women?," Working Papers idrcdpru4ir, University of Cape Town, Development Policy Research Unit.
    527. Anelli, Massimo & Giuntella, Osea & Stella, Luca, 2019. "Robots, Labor Markets, and Family Behavior," IZA Discussion Papers 12820, Institute of Labor Economics (IZA).
    528. Grigoli, Francesco & Koczan, Zsoka & Topalova, Petia, 2018. "Drivers of Labor Force Participation in Advanced Economies: Macro and Micro Evidence," GLO Discussion Paper Series 265, Global Labor Organization (GLO).
    529. Sèna Kimm Gnangnon, 2023. "Do unilateral trade preferences help reduce poverty in beneficiary countries?," International Journal of Economic Policy Studies, Springer, vol. 17(1), pages 249-288, February.
    530. Brey, Björn, 2024. "The effect of recent technological change on US immigration policy," Journal of Economic Behavior & Organization, Elsevier, vol. 227(C).
    531. Uluc Aysun & Melanie Guldi & Adam Honig & Zeynep Yom, 2020. "R&D, Market Power and the Cyclicality of Employment," Villanova School of Business Department of Economics and Statistics Working Paper Series 47, Villanova School of Business Department of Economics and Statistics.
    532. Warning, Anja & Weber, Enzo, 2018. "Digitalisation, hiring and personnel policy: evidence from a representative business survey," IAB-Discussion Paper 201810, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    533. Carbonero, Francesco & Scicchitano, Sergio, 2021. "Labour and technology at the time of Covid-19. Can artificial intelligence mitigate the need for proximity?," GLO Discussion Paper Series 765, Global Labor Organization (GLO).
    534. Cirillo, Valeria & Fanti, Lucrezia & Mina, Andrea & Ricci, Andrea, 2023. "The adoption of digital technologies: Investment, skills, work organisation," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 89-105.
    535. Lynn Wu & Bowen Lou & Lorin Hitt, 2019. "Data Analytics Supports Decentralized Innovation," Management Science, INFORMS, vol. 65(10), pages 4863-4877, October.
    536. Shinnosuke KIKUCHI & Ippei FUJIWARA & Toyoichiro SHIROTA, 2023. "Automation and the Disappearance of Routine Work in Japan," Discussion papers 23082, Research Institute of Economy, Trade and Industry (RIETI).
    537. Jordi Jaumandreu & Rigoberto Lopez, 2024. "Markups in US food manufacturing accounting for non‐neutral productivity," Journal of Agricultural Economics, Wiley Blackwell, vol. 75(2), pages 573-591, June.
    538. Babina, Tania & Fedyk, Anastassia & He, Alex & Hodson, James, 2024. "Artificial intelligence, firm growth, and product innovation," Journal of Financial Economics, Elsevier, vol. 151(C).
    539. Alina Landowska & Robert A. K{l}opotek & Dariusz Filip & Konrad Raczkowski, 2025. "GDP-GFCF Dynamics Across Global Economies: A Comparative Study of Panel Regressions and Random Forest," Papers 2504.20993, arXiv.org.
    540. Cirillo, Valeria & Evangelista, Rinaldo & Guarascio, Dario & Sostero, Matteo, 2021. "Digitalization, routineness and employment: An exploration on Italian task-based data," Research Policy, Elsevier, vol. 50(7).
    541. Gravina, Antonio Francesco & Pappalardo, Maria Rosaria, 2022. "Are robots in rich countries a threat for employment in emerging economies?," Economics Letters, Elsevier, vol. 221(C).
    542. Haarburger, Richard & Stemmler, Henry, 2023. "Taking over the World? Automation and Market Power," EconStor Preprints 281378, ZBW - Leibniz Information Centre for Economics.
    543. Adina-Maria Vodă & Mihai Ciobotea & Doina Badea & Monica Roman & Marian Stan, 2025. "The Interactions Between Digitalization, Innovation and Employment in European Companies: Insights from a Latent Class Analysis," Economies, MDPI, vol. 13(4), pages 1-19, April.
    544. Artuc, Erhan & Bastos, Paulo & Rijkers, Bob, 2023. "Robots, tasks, and trade," Journal of International Economics, Elsevier, vol. 145(C).
    545. Avi Goldfarb & Joshua Gans & Ajay Agrawal, 2018. "Economic Policy for Artificial Intelligence," Working Papers id:12798, eSocialSciences.
    546. Xu, Shaofeng & Liu, Tao & Liu, Fengliang, 2024. "On the role of automation in an epidemic," Journal of Economic Dynamics and Control, Elsevier, vol. 160(C).
    547. Dongmei Wang & Guangqin Li, 2022. "Will the use of industrial robots promote transformation of export trade modes? Empirical evidence from China," PLOS ONE, Public Library of Science, vol. 17(6), pages 1-18, June.
    548. Florent Bordot & André Lorentz, 2021. "Automation and labor market polarization in an evolutionary model with heterogeneous workers," Working Papers of BETA 2021-39, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    549. Gao, Peng & Zhang, Kunpeng & Zheng, Peng, 2024. "The impact of industrial digitization on the global value chains position: Evidence from China’ s industry sectors," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 147-162.
    550. Qiu, Jiaping & Wan, Chi & Wang, Yan, 2024. "Labor-saving innovations and capital structure," Journal of Corporate Finance, Elsevier, vol. 84(C).
    551. Wenxiao WANG & Shandre Mugan THANGAVELU, 2024. "Does Digitalisation Promote the Servicification of Manufacturing in China?," Working Papers DP-2024-04, Economic Research Institute for ASEAN and East Asia (ERIA).
    552. Zhang, Qi-nan & Zhang, Fan-fan & Mai, Qiang, 2023. "Robot adoption and labor demand: A new interpretation from external competition," Technology in Society, Elsevier, vol. 74(C).
    553. De Dominicis, Piero, 2020. "Routinization and Covid-19: a comparison between United States and Portugal," MPRA Paper 101003, University Library of Munich, Germany.
    554. Orley C. Ashenfelter & Štěpán Jurajda, 2024. "The U.S. Low-Wage Structure: A McWage Comparison," NBER Working Papers 32708, National Bureau of Economic Research, Inc.
    555. Zhang, Chaolin & Deng, Yongqi, 2024. "How does digital transformation affect firm technical efficiency? Evidence from China," Finance Research Letters, Elsevier, vol. 69(PA).
    556. Xiaoxue Du & Hernan Tejeda & Zhengliang Yang & Liang Lu, 2022. "A General-Equilibrium Model of Labor-Saving Technology Adoption: Theory and Evidences from Robotic Milking Systems in Idaho," Sustainability, MDPI, vol. 14(13), pages 1-17, June.
    557. Ebeke, Christian H. & Eklou, Kodjovi M., 2023. "Automation and the employment elasticity of fiscal policy," Journal of Macroeconomics, Elsevier, vol. 75(C).
    558. Sunil Mani, 2018. "Robot Apocalypse Does it Matter for India’s Manufacturing Industry?," Working Papers id:12378, eSocialSciences.
    559. Cebreros Alfonso & Heffner-Rodríguez Aldo & Livas René & Puggioni Daniela, 2020. "Automation Technologies and Employment at Risk: The Case of Mexico," Working Papers 2020-04, Banco de México.
    560. Lin, Boqiang & Xu, Chongchong, 2024. "Enhancing energy-environmental performance through industrial intelligence: Insights from Chinese prefectural-level cities," Applied Energy, Elsevier, vol. 365(C).
    561. Calì, Massimiliano & Presidente, Giorgio, 2021. "Robots For Economic Development," GLO Discussion Paper Series 942, Global Labor Organization (GLO).
    562. Naudé, Wim & Nagler, Paula, 2017. "Technological Innovation and Inclusive Growth in Germany," IZA Discussion Papers 11194, Institute of Labor Economics (IZA).
    563. John ARIZA & Josep Lluís RAYMOND BARA, 2020. "Technological change and employment in Brazil, Colombia and Mexico: Which workers are most affected?," International Labour Review, International Labour Organization, vol. 159(2), pages 137-159, June.
    564. Toon Van Overbeke, 2023. "Conflict or cooperation? Exploring the relationship between cooperative institutions and robotisation," British Journal of Industrial Relations, London School of Economics, vol. 61(3), pages 550-573, September.
    565. Hergovich, Philipp & Merz, Monika, 2018. "The Price of Capital, Factor Substitutability, and Corporate Profits," IZA Discussion Papers 11791, Institute of Labor Economics (IZA).
    566. Huang, Xuanhao & Zhu, Linping & Yang, Qiuyi & Xiong, Xuemei, 2024. "Enterprise digital transformation and employee treatment: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 96(PC).
    567. Uwe Blien & Oliver Ludewig & Anja Rossen, 2023. "Contradictory effects of technological change across developed countries," Review of International Economics, Wiley Blackwell, vol. 31(2), pages 580-608, May.
    568. Manuel A. Hidalgo-Pérez & Benedetto Molinari, 2022. "The effect of early automation on the wage distribution with endogenous occupational choices," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 39(3), pages 1055-1082, October.
    569. Marcella Alsan & Katherine Eriksson & Gregory Niemesh, 2020. "Understanding the Success of the Know-Nothing Party," NBER Working Papers 28078, National Bureau of Economic Research, Inc.
    570. Friedrich, Teresa Sophie & Laible, Marie-Christine & Pollak, Reinhard & Schongen, Sebastian & Schulz, Benjamin & Vicari, Basha, 2021. "Grasping Digitalization in the Working World: An Example From the German National Educational Panel Study [Die Erfassung von Digitalisierung in der Arbeitswelt: Ein Beispiel aus dem Nationalen Bild," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 72(4), pages 415-452.
    571. Manuela Nocker & Vania Sena, 2019. "Big Data and Human Resources Management: The Rise of Talent Analytics," Social Sciences, MDPI, vol. 8(10), pages 1-19, September.
    572. J. Trent Alexander & Robert Andersen & Peter W. Cookson Jr. & Kathryn Edin & Jonathan Fisher & David B. Grusky & Marybeth Mattingly & Charles Varner, 2017. "A Qualitative Census of Rural and Urban Poverty," The ANNALS of the American Academy of Political and Social Science, , vol. 672(1), pages 143-161, July.
    573. László Czaller & Rikard H. Eriksson & Balázs Lengyel, 2021. "Reducing automation risk through career mobility: Where and for whom?," Papers in Regional Science, Wiley Blackwell, vol. 100(6), pages 1545-1569, December.
    574. Bürgisser, Reto, 2023. "Policy Responses to Technological Change in the Workplace," SocArXiv kwxn2, Center for Open Science.
    575. Capello, Roberta & Lenzi, Camilla, 2021. "Industry 4.0 and servitisation: Regional patterns of 4.0 technological transformations in Europe," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    576. Kovalenko, Tim & Töpfer, Marina, 2021. "Cyclical dynamics and the gender pay gap: A structural VAR approach," Economic Modelling, Elsevier, vol. 99(C).
    577. Ben Vermeulen & Jan Kesselhut & Andreas Pyka & Pier Paolo Saviotti, 2018. "The Impact of Automation on Employment: Just the Usual Structural Change?," Sustainability, MDPI, vol. 10(5), pages 1-27, May.
    578. Erling Barth & Alex Bryson & Harald Dale-Olsen, 2022. "Creative Disruption – Technology innovation, labour demand and the pandemic," DoQSS Working Papers 22-07, Quantitative Social Science - UCL Social Research Institute, University College London.
    579. Sergio De Nardis & Francesca Parente, 2022. "Technology and task changes in the major EU countries," Contemporary Economic Policy, Western Economic Association International, vol. 40(2), pages 391-413, April.
    580. Li, Yaya & Zhang, Yuru & Pan, An & Han, Minchun & Veglianti, Eleonora, 2022. "Carbon emission reduction effects of industrial robot applications: Heterogeneity characteristics and influencing mechanisms," Technology in Society, Elsevier, vol. 70(C).
    581. Shan Feng & Shuguang Liu, 2023. "Does AI Application Matter in Promoting Carbon Productivity? Fresh Evidence from 30 Provinces in China," Sustainability, MDPI, vol. 15(23), pages 1-19, November.
    582. Zhang, Xinchun & Sun, Murong & Liu, Jianxu & Xu, Aijia, 2024. "The nexus between industrial robot and employment in China: The effects of technology substitution and technology creation," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
    583. Abeliansky, Ana Lucia & Beulmann, Matthias & Prettner, Klaus, 2024. "Are they coming for us? Industrial robots and the mental health of workers," Research Policy, Elsevier, vol. 53(3).
    584. Zhu, Ruini & Yuan, Ye & Wang, Yaojing, 2024. "Love, health, and robots: Automation, migration, and family responses in rural China," China Economic Review, Elsevier, vol. 85(C).
    585. Lyu, Wenjing & Liu, Jin, 2021. "Artificial Intelligence and emerging digital technologies in the energy sector," Applied Energy, Elsevier, vol. 303(C).
    586. Cirillo, Valeria & Mina, Andrea & Ricci, Andrea, 2024. "Digital technologies, labor market flows and training: Evidence from Italian employer-employee data," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    587. Agustin Velasquez, 2023. "Production Technology, Market Power, and the Decline of the Labor Share," IMF Working Papers 2023/032, International Monetary Fund.
    588. Ma, Bianjing & Chen, Lei & Wang, Xiaohui & Ding, Song, 2024. "Who benefits more from the digital economy: (Non-)Cognitive ability and the labor income premium," International Review of Economics & Finance, Elsevier, vol. 96(PB).
    589. Nikolaos Charalampidis, 2024. "Frictions and the diffusion of automation," Manchester School, University of Manchester, vol. 92(2), pages 148-170, March.
    590. Federico S. Mandelman & Alan Finkelstein Shapiro, 2019. "Digital Adoption, Automation, and Labor Markets in Developing and Emerging Economies," FRB Atlanta Working Paper 2019-22, Federal Reserve Bank of Atlanta.
    591. Katharine G. Abraham & Melissa S. Kearney, 2018. "Explaining the Decline in the U.S. Employment-to-Population Ratio: a Review of the Evidence," NBER Working Papers 24333, National Bureau of Economic Research, Inc.
    592. Yuan, Bo & Sun, Pengbo, 2024. "Does the high-tech foreign investment spark robot adoption in the developing world? Evidence from China," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 302-314.
    593. Rutzer, Christian & Niggli, Matthias, 2020. "Environmental Policy and Heterogeneous Labor Market Effects: Evidence from Europe," Working papers 2020/09, Faculty of Business and Economics - University of Basel.
    594. Michal Burzynski, 2024. "Spatial and Occupational Mobility of Workers Due to Automation," LISER Working Paper Series 2024-04, Luxembourg Institute of Socio-Economic Research (LISER).
    595. Xin, Baogui & Ye, Xiaopu, 2024. "Robotics applications, inclusive employment and income disparity," Technology in Society, Elsevier, vol. 78(C).
    596. Venturini, Francesco, 2022. "Intelligent technologies and productivity spillovers: Evidence from the Fourth Industrial Revolution," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 220-243.
    597. Wang, Ruiyu & Shi, Jinchuan & Ye, Bing, 2022. "Can robots reshape gender role attitudes?," China Economic Review, Elsevier, vol. 75(C).
    598. Yao, Wenyun & Qian, Yuhang & Yang, Hang & Xu, Wei, 2023. "Does minimum wages affect executive compensation? – Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 80(C).
    599. vom Lehn, Christian, 2018. "Understanding the decline in the U.S. labor share: Evidence from occupational tasks," European Economic Review, Elsevier, vol. 108(C), pages 191-220.
    600. Tiago Neves Sequeira & Susana Garrido & Marcelo Santos, 2021. "Robots are not always bad for employment and wages," International Economics, CEPII research center, issue 167, pages 108-119.
    601. Hidalgo, Camila & Micco, Alejandro, 2024. "Computerization, offshoring and trade: The effect on developing countries," World Development, Elsevier, vol. 180(C).
    602. Cui, Huijie & Liang, Shangkun & Xu, Canyu & Junli, Yu, 2024. "Robots and analyst forecast precision: Evidence from Chinese manufacturing," International Review of Financial Analysis, Elsevier, vol. 94(C).
    603. Hayato KATO & Jonas LOEBBING, 2023. "Tax Competition for Automation Capital," Discussion papers 23078, Research Institute of Economy, Trade and Industry (RIETI).
    604. Tesseltje de Lange & Mahdi Ghodsi & Maryna Tverdostup, 2025. "Migration or automation? Recommendations for how to better navigate labour shortages in the EU," wiiw Policy Notes 95, The Vienna Institute for International Economic Studies, wiiw.
    605. Moradi, Pegah, 2019. "Race, Ethnicity, and the Future of Work," SocArXiv e37cu, Center for Open Science.
    606. Martin Cimiterra & Jackie Krafft & Lionel Nesta, 2021. "Blockchain as Schumpeter Mark 1 or Mark 2? An empirical analysis of blockchain job offers in France and Germany," Post-Print halshs-03564395, HAL.
    607. Heijs, Joost & Arenas Díaz, Guillermo & Vergara Reyes, Delia Margarita, 2019. "Impact of innovation on employment in quantitative terms: review of empirical literature based on microdata," MPRA Paper 95326, University Library of Munich, Germany.
    608. Jie Zhou, 2024. "The Impact of the Digital Economy on Employment Scale in the Yangtze River Delta Region," Advances in Management and Applied Economics, SCIENPRESS Ltd, vol. 14(5), pages 1-5.
    609. João Amador, 2024. "Robots in Portuguese Firms," Economic Bulletin and Financial Stability Report Articles and Banco de Portugal Economic Studies, Banco de Portugal, Economics and Research Department.
    610. DeStefano,Timothy & Timmis,Jonathan David, 2021. "Robots and Export Quality," Policy Research Working Paper Series 9678, The World Bank.
    611. Chi Gong & Xianghui Yang & Hongru Tan & Xiaoye Lu, 2023. "Industrial Robots, Economic Growth, and Sustainable Development in an Aging Society," Sustainability, MDPI, vol. 15(5), pages 1-12, March.
    612. Jakob Grazzini & Lorenza Rossi, 2020. "New Firms, Capital Intensity and the Labor Share: New Theoretical and Empirical Insights," CESifo Working Paper Series 8255, CESifo.
    613. Brzozowski, Michał & Siwińska-Gorzelak, Joanna, 2024. "Did robots make wages less responsive to unemployment?," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    614. Henri Haapanala & Ive Marx & Zachary Parolin, 2023. "Robots and unions: The moderating effect of organized labour on technological unemployment," Economic and Industrial Democracy, Department of Economic History, Uppsala University, Sweden, vol. 44(3), pages 827-852, August.
    615. Liu, Liang & Yang, Kun & Fujii, Hidemichi & Liu, Jun, 2021. "Artificial Intelligence and Energy Intensity in China’s Industrial Sector: Effect and Transmission Channel," MPRA Paper 106333, University Library of Munich, Germany.
    616. Wei, Xiahai & Jiang, Feng & Chen, Yu, 2023. "Who pays for environmental protection? The impact of green tax reform on labor share in China," Energy Economics, Elsevier, vol. 125(C).
    617. Seth G. Benzell & Erik Brynjolfsson, 2019. "Digital Abundance and Scarce Genius: Implications for Wages, Interest Rates, and Growth," NBER Working Papers 25585, National Bureau of Economic Research, Inc.
    618. Gunadi, Christian & Ryu, Hanbyul, 2020. "Does the Rise of Robotic Technology Make People Healthier?," GLO Discussion Paper Series 600, Global Labor Organization (GLO).
    619. Andrea Borsato & Andre Lorentz, 2022. "The Kaldor-Verdoorn Law’s at the Age of Robots and AI," Working Papers of BETA 2022-25, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    620. Dai, Hangrui & Yang, Ronghai & Cao, Rongguang & Yin, Lei, 2024. "Does the application of industrial robots promote export green transformation? Evidence from Chinese manufacturing enterprises," International Review of Economics & Finance, Elsevier, vol. 96(PA).
    621. Hanjin Xie & Zilong Qin & Jun Li, 2024. "Entrepreneurship and Corporate ESG Performance—A Case Study of China’s A-Share Listed Companies," Sustainability, MDPI, vol. 16(18), pages 1-19, September.
    622. Helena Corrales-Herrero & Beatriz Rodríguez-Prado, 2024. "Mapping the Occupations of Recent Graduates. The Role of Academic Background in the Digital Era," Research in Higher Education, Springer;Association for Institutional Research, vol. 65(8), pages 1853-1882, December.
    623. Xueyuan Gao & Hua Feng, 2023. "AI-Driven Productivity Gains: Artificial Intelligence and Firm Productivity," Sustainability, MDPI, vol. 15(11), pages 1-21, June.
    624. Ippei FUJIWARA & Ryo KIMOTO & Shigenori SHIRATSUKA & Toyoichiro SHIROTA, 2021. "Measuring Robot Quality: Has Quality Improvement Slowed Down?," Discussion papers 21054, Research Institute of Economy, Trade and Industry (RIETI).
    625. Tobias Heinrich & Christopher Witko, 2021. "Technology‐Induced Job Loss and the Prioritization of Economic Problems in the Mass Public," Review of Policy Research, Policy Studies Organization, vol. 38(2), pages 164-179, March.
    626. Giuseppe Ciccarone & Giovanni Di Bartolomeo, 2023. "L’economia politica del conflitto, il ritorno dell’inflazione e il nuovo salto generazionale," wp.comunite 00162, Department of Communication, University of Teramo.
    627. Chen, Aizhen & Zhao, Dongyan & He, Chengying, 2024. "Firm digital investments and capacity utilisation: A perspective of factor inputs," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    628. David Marguerit, 2025. "Augmenting or Automating Labor? The Effect of AI Development on New Work, Employment, and Wages," Papers 2503.19159, arXiv.org.
    629. Li, Jianqiang & Hu, Ailian & Chen, Wanyi & Fang, Shiyao, 2024. "Social security fee reduction, industrial robots, and labor income share," Journal of Asian Economics, Elsevier, vol. 94(C).
    630. Antonio Francesco Gravina & Neil Foster-McGregor, 2024. "Unraveling wage inequality: tangible and intangible assets, globalization and labor market regulations," Empirical Economics, Springer, vol. 67(4), pages 1375-1420, October.
    631. Fruehwirt, Wolfgang & Duckworth, Paul, 2021. "Towards better healthcare: What could and should be automated?," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    632. Matthias Firgo & Peter Mayerhofer & Michael Peneder & Philipp Piribauer & Peter Reschenhofer, 2018. "Beschäftigungseffekte der Digitalisierung in den Bundesländern sowie in Stadt und Land," WIFO Studies, WIFO, number 61633.
    633. Mohammed Yaseer Nazeer, 2024. "Algorithmic Conscience: An In-Depth Inquiry into Ethical Dilemmas in Artificial Intelligence," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 8(5), pages 725-732, May.
    634. Li, Quan & Zhan, Kaiyan & Jiang, Hexin & Li, Tianshu & Zhang, Yuan, 2024. "Impact of financial regulation on labor income share: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 88(C).
    635. Van Overbeke, Toon, 2022. "(De)regulating automation: the rise of credit scoring and market-led banking in the UK and Germany," LSE Research Online Documents on Economics 114993, London School of Economics and Political Science, LSE Library.
    636. Maximiliano Dvorkin & Alexander Monge-Naranjo, 2019. "Occupation Mobility, Human Capital and the Aggregate Consequences of Task-Biased Innovations," Working Papers 2019-064, Human Capital and Economic Opportunity Working Group.
    637. Ding, Tao & Li, Hao & Liu, Li & Feng, Kui, 2024. "An inquiry into the nexus between artificial intelligence and energy poverty in the light of global evidence," Energy Economics, Elsevier, vol. 136(C).
    638. Filippo Belloc & Gabriel Burdin & Fabio Landini, 2023. "Advanced Technologies and Worker Voice," Economica, London School of Economics and Political Science, vol. 90(357), pages 1-38, January.
    639. Jiahe Liu & Yingzhu Fang & Yongxing Xia & Wenjie Zou & Ka-Leong Chan & Johnny F. I. Lam & Huangxin Chen, 2024. "Can the Digital Economy Promote Sustainable Improvement in the Quality of Employment for Chinese Residents?—Moderated Mediation Effect Test Based on Innovation Environments," Sustainability, MDPI, vol. 16(14), pages 1-20, July.
    640. He, Xiaogang & Teng, Ruifeng & Feng, Dawei & Gai, Jiahui, 2024. "Industrial robots and pollution: Evidence from Chinese enterprises," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 629-650.
    641. Casas, Pablo & Torres, José L., 2022. "Government size and automation," MPRA Paper 115271, University Library of Munich, Germany.
    642. Liu, Jun & Liu, Liang & Qian, Yu & Song, Shunfeng, 2022. "The effect of artificial intelligence on carbon intensity: Evidence from China's industrial sector," Socio-Economic Planning Sciences, Elsevier, vol. 83(C).
    643. Joel Kariel, 2021. "Job Creators or Job Killers? Heterogeneous Effects of Industrial Robots on UK Employment," LABOUR, CEIS, vol. 35(1), pages 52-78, March.
    644. Yang, Jia & Pei, Yu & Qiang, Wei, 2024. "The impact of automation on human capital investment," Finance Research Letters, Elsevier, vol. 62(PB).
    645. Manav Raj & Robert Seamans, 2018. "Artificial Intelligence, Labor, Productivity, and the Need for Firm-Level Data," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 553-565, National Bureau of Economic Research, Inc.
    646. Abeliansky, Ana Lucia & Beulmann, Matthias, 2019. "Are they coming for us? Industrial robots and the mental health of workers," University of Göttingen Working Papers in Economics 379, University of Goettingen, Department of Economics.
    647. Vadie, Amir Saeed & Lipták, Katalin, 2023. "Industry 4.0: new challenges for the labor market and working conditions as a result of emergence of robots and automation," Economic and Regional Studies (Studia Ekonomiczne i Regionalne), John Paul II University of Applied Sciences in Biala Podlaska, vol. 16(3), September.
    648. Antonio Cabrales & Penélope Hernández & Angel Sánchez, 2020. "Robots, labor markets, and universal basic income," Palgrave Communications, Palgrave Macmillan, vol. 7(1), pages 1-8, December.
    649. Fran Stewart & Minkyu Yeom & Alice Stewart, 2020. "STEM and Soft Occupational Competencies: Analyzing the Value of Strategic Regional Human Capital," Economic Development Quarterly, , vol. 34(4), pages 356-371, November.
    650. Luca Grilli & Sergio Mariotti & Riccardo Marzano, 2024. "Artificial intelligence and shapeshifting capitalism," Journal of Evolutionary Economics, Springer, vol. 34(2), pages 303-318, April.
    651. Domini, Giacomo & Grazzi, Marco & Moschella, Daniele & Treibich, Tania, 2021. "Threats and opportunities in the digital era: Automation spikes and employment dynamics," Research Policy, Elsevier, vol. 50(7).
    652. Junjun Tang & Xing Zhao, 2023. "Does the new digital infrastructure improve total factor productivity?," Bulletin of Economic Research, Wiley Blackwell, vol. 75(4), pages 895-916, October.
    653. Marius Faber & Andrés P. Sarto & Marco Tabellini, 2022. "Local Shocks and Internal Migration: The Disparate Effects of Robots and Chinese Imports in the US," NBER Working Papers 30048, National Bureau of Economic Research, Inc.
    654. Maryla Maliszewska & Deborah Winkler, 2024. "Leveraging Trade for More and Better Jobs," World Bank Publications - Reports 42148, The World Bank Group.
    655. Arianna Martinelli & Andrea Mina & Massimo Moggi, 2019. "The Enabling Technologies of Industry 4.0: Examining the Seeds of the Fourth Industrial Revolution," LEM Papers Series 2019/09, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    656. Ha, Le Thanh & Dung, Hoang Phuong & Thanh, To Trung, 2021. "Economic complexity and shadow economy: A multi-dimensional analysis," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 408-422.
    657. Tianru Qin & Lin Liang & Peng Liang & Wenqun Liang, 2025. "Can industrial robot utilization drive the total factor productivity of enterprises?," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 46(1), pages 129-148, January.
    658. Caselli, Mauro & Fracasso, Andrea & Scicchitano, Sergio & Traverso, Silvio & Tundis, Enrico, 2025. "What workers and robots do: An activity-based analysis of the impact of robotization on changes in local employment," Research Policy, Elsevier, vol. 54(1).
    659. Alex Chernoff & Gabriela Galassi, 2023. "Digitalization: Labour Markets," Discussion Papers 2023-16, Bank of Canada.
    660. Lejla Terzić, 2022. "Unveiling the Linkages between Economic Complexity, Innovation and Growth: The Case of High-Income and Upper Middle-Income Economies," Scientific Annals of Economics and Business (continues Analele Stiintifice), Alexandru Ioan Cuza University, Faculty of Economics and Business Administration, vol. 69(3), pages 477-500, August.
    661. Erdem Dogukan Yilmaz & Christian Peukert, 2024. "Who Benefits from AI? Project-Level Evidence on Labor Demand, Operations and Profitability," CESifo Working Paper Series 11321, CESifo.
    662. Zeng, Ming & Zhang, Weike, 2024. "Green finance: The catalyst for artificial intelligence and energy efficiency in Chinese urban sustainable development," Energy Economics, Elsevier, vol. 139(C).
    663. Wang, En-Ze & Lee, Chien-Chiang & Li, Yaya, 2022. "Assessing the impact of industrial robots on manufacturing energy intensity in 38 countries," Energy Economics, Elsevier, vol. 105(C).
    664. Poole, Jennifer & Santos-Paulino, Amelia & Sokolova, Maria & DiCaprio, Alisa, 2017. "The Impact of Trade and Technology on Skills in Viet Nam," ADBI Working Papers 770, Asian Development Bank Institute.
    665. Huzhou Zhu & Bin Sang & Chunyuan Zhang & Lin Guo, 2023. "Have Industrial Robots Improved Pollution Reduction? A Theoretical Approach and Empirical Analysis," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 31(4), pages 153-172, July.
    666. Iordan Marioara & Pelinescu Elena & Chilian Mihaela-Nona, 2022. "Human Capital In The Digital Society. Some Empirical Evidence For The Eu Countries," HOLISTICA – Journal of Business and Public Administration, Sciendo, vol. 13(2), pages 25-40, December.
    667. Guimarães, Luís & Mazeda Gil, Pedro, 2022. "Looking ahead at the effects of automation in an economy with matching frictions," Journal of Economic Dynamics and Control, Elsevier, vol. 144(C).
    668. Gries, Thomas & Naudé, Wim, 2020. "Artificial Intelligence, Income Distribution and Economic Growth," IZA Discussion Papers 13606, Institute of Labor Economics (IZA).
    669. Qing Wang & Wenjing Xu & Yanghua Huang & Jidong Yang, 2022. "The Effect of Fast Internet on Employment: Evidence from a Large Broadband Expansion Program in China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 30(3), pages 100-134, May.
    670. Yuan, Sai & Zhou, Ran & Li, Mengna & Lv, Chengchao, 2023. "Investigating the influence of digital technology application on employee compensation," Technological Forecasting and Social Change, Elsevier, vol. 195(C).
    671. Bellocchi, Alessandro & Marin, Giovanni & Travaglini, Giuseppe, 2023. "The labor share puzzle: Empirical evidence for European countries," Economic Modelling, Elsevier, vol. 124(C).
    672. Heather A Love & Greg Adamson & Mallory James & Jason Lajoie & Iven Mareels & Zach Pearl & Daniel S Schiff & Ketra Schmitt & Thirumala Arohi & John Buchanan & Stéphanie Camaréna & Marten Kaevats & Jer, 2024. "The Future of Work in the Age of Automation: Proceedings of a Workshop on Norbert Wiener’s 21st Century Legacy," Post-Print hal-04890264, HAL.
    673. Ryosuke Shimizu & Shohei Momoda, 2021. "Does Automation Technology increase Wage?," Discussion papers ron343, Policy Research Institute, Ministry of Finance Japan.
    674. Robert Stehrer, 2022. "The Impact of ICT and Intangible Capital Accumulation on Labour Demand Growth and Functional Income Shares," wiiw Working Papers 218, The Vienna Institute for International Economic Studies, wiiw.
    675. Wang, Linhui & Zhou, Huilin & Wan, Guanghua, 2025. "The impact of robots on unemployment duration: Evidence from the Chinese General Social Survey," China Economic Review, Elsevier, vol. 89(C).
    676. Sholler, Dan & MacInnes, Ian, 2022. "The economic impact of AI on employment and income disparities," 31st European Regional ITS Conference, Gothenburg 2022: Reining in Digital Platforms? Challenging monopolies, promoting competition and developing regulatory regimes 265669, International Telecommunications Society (ITS).
    677. Li, Juan & Ma, Shaoqi & Qu, Yi & Wang, Jiamin, 2023. "The impact of artificial intelligence on firms’ energy and resource efficiency: Empirical evidence from China," Resources Policy, Elsevier, vol. 82(C).
    678. Getu Hailu, 2021. "COVID‐19 and food processing in Canada," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 69(2), pages 177-187, June.
    679. Wu, Yongqiu & Lin, Zhiwei & Zhang, Qingcui & Wang, Wei, 2024. "Artificial intelligence, wage dynamics, and inequality: Empirical evidence from Chinese listed firms," International Review of Economics & Finance, Elsevier, vol. 96(PC).
    680. Matthew Smith & Danny Yagan & Owen M. Zidar & Eric Zwick, 2021. "The Rise of Pass-Throughs and the Decline of the Labor Share," NBER Working Papers 29400, National Bureau of Economic Research, Inc.
    681. Teng, Huiyang & Li, Xiaoshuo & Liu, Yuyan, 2024. "Industrial robot use and corporate real earnings management: Evidence from China," Finance Research Letters, Elsevier, vol. 69(PB).
    682. Luduvice, André Victor Doherty, 2024. "The macroeconomic effects of universal basic income programs," Journal of Monetary Economics, Elsevier, vol. 148(C).
    683. Gasteiger, Emanuel & Prettner, Klaus, 2017. "A note on automation, stagnation, and the implications of a robot tax," Discussion Papers 2017/17, Free University Berlin, School of Business & Economics.
    684. Emilio Colombo & Fabio Mercorio & Mario Mezzanzanica & Antonio Serino, 2024. "Towards the Terminator Economy: Assessing Job Exposure to AI through LLMs," DISEIS - Quaderni del Dipartimento di Economia internazionale, delle istituzioni e dello sviluppo dis2401, Università Cattolica del Sacro Cuore, Dipartimento di Economia internazionale, delle istituzioni e dello sviluppo (DISEIS).
    685. Wei, Xiahai & Xu, Jiawei & Cao, Hui, 2024. "Production automation upgrades and the mystery of workers' overwork: Evidence from a manufacturing employer-employee matching survey in China," Journal of Asian Economics, Elsevier, vol. 91(C).
    686. Ahlam I. Almusharraf, 2025. "Automation and Its Influence on Sustainable Development: Economic, Social, and Environmental Dimensions," Sustainability, MDPI, vol. 17(4), pages 1-22, February.
    687. Arthur Jacobs & Freddy Heylen, 2021. "Demographic change, secular stagnation and inequality: automation as a blessing?," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 21/1030, Ghent University, Faculty of Economics and Business Administration.
    688. Luisa Gagliardi,, "undated". "The World’s Rust Belts: The Heterogeneous Effects of Deindustrialization on 1,993 Cities in Six Countries," RF Berlin - CReAM Discussion Paper Series 2317, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    689. Brand, Claus & Obstbaum, Meri & Coenen, Günter & Sondermann, David & Lydon, Reamonn & Ajevskis, Viktors & Hammermann, Felix & Angino, Siria & Hernborg, Nils & Basso, Henrique & Hertweck, Matthias & Bi, 2021. "Employment and the conduct of monetary policy in the euro area," Occasional Paper Series 275, European Central Bank.
    690. Klump, Rainer & Jurkat, Anne & Schneider, Florian, 2021. "Tracking the rise of robots: A survey of the IFR database and its applications," MPRA Paper 107909, University Library of Munich, Germany.
    691. Elise S. Brezis & Amir Rubin, 2024. "Will automation and robotics lead to more inequality?," Manchester School, University of Manchester, vol. 92(3), pages 209-230, June.
    692. Wang, Huijuan & Ding, Lin & Guan, Rong & Xia, Yan, 2020. "Effects of advancing internet technology on Chinese employment: a spatial study of inter-industry spillovers," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    693. Javed, Mohsin, 2023. "Robots, Natives and Immigrants in US local labor markets," Labour Economics, Elsevier, vol. 85(C).
    694. Jun Liu & Peng Zhang & Xiaofei Wang, 2025. "Exploring the Mechanisms and Pathways Through Which the Digital Transformation of Manufacturing Enterprises Enhances Green and Low-Carbon Performance Under the “Dual Carbon” Goals," Sustainability, MDPI, vol. 17(3), pages 1-25, January.
    695. Hui Liang & Jingbo Fan & Yunhan Wang, 2025. "Artificial Intelligence, Technological Innovation, and Employment Transformation for Sustainable Development: Evidence from China," Sustainability, MDPI, vol. 17(9), pages 1-28, April.
    696. Haapanala, Henri & Marx, Ive & Parolin, Zachary, 2022. "Robots and Unions: The Moderating Effect of Organised Labour on Technological Unemployment," IZA Discussion Papers 15080, Institute of Labor Economics (IZA).
    697. Ling Li & Perry Singleton, 2021. "The Effect of Industrial Robots on Workplace Safety," Center for Policy Research Working Papers 239, Center for Policy Research, Maxwell School, Syracuse University.
    698. Gravina, Antonio Francesco & Foster-McGregor, Neil, 2020. "Automation, globalisation and relative wages: An empirical analysis of winners and losers," MERIT Working Papers 2020-040, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    699. Bode, Eckhardt & Gold, Robert, 2018. "Adult training in the digital age," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 12, pages 1-14.
    700. Maurice J.G. Bun & Jasper Winter, 2022. "Capital and labor misallocation in the Netherlands," Journal of Productivity Analysis, Springer, vol. 57(1), pages 93-113, February.
    701. Hami SAKA & Mehmet ORHAN & M.K. Savaş ÖKTE, 2021. "Empirics of technology and unemployment in advanced countries," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 0(1(626), S), pages 183-200, Spring.
    702. Agnolin, Paolo & Anelli, Massimo & Colantone, Italo & Stanig, Piero, 2025. "Robots Replacing Trade Unions: Novel Data and Evidence from Western Europe," IZA Discussion Papers 17864, Institute of Labor Economics (IZA).
    703. Park, Jeong-Il & Choi, Taelim, 2024. "Regional factors associated with smart factory adoption in South Korea," Technology in Society, Elsevier, vol. 77(C).
    704. Yueqi Sun & Junlong Ti & Fang Yang & Hsing Hung Chen, 2025. "Blessing or Curse? The Impact of the Penetration of Industrial Robots on Green Sustainable Transformation in Chinese High-Energy-Consuming Industries," Energies, MDPI, vol. 18(3), pages 1-21, February.
    705. Wang, Qian & Du, Zhuo-Ya, 2022. "Changing the impact of banking concentration on corporate innovation: The moderating effect of digital transformation," Technology in Society, Elsevier, vol. 71(C).
    706. Wu, Ziqi & Xiao, Yi & Zhang, Jian, 2022. "Labor mobility and corporate investment—Evidence from a Quasi-natural experiment in China," International Review of Economics & Finance, Elsevier, vol. 80(C), pages 1110-1129.
    707. Mustafa Dogan & Pinar Yildirim, 2022. "Managing automation in teams," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 31(1), pages 146-170, February.
    708. Giacomo Damioli & Vincent Van Roy & Daniel Vertesy & Marco Vivarelli, 2021. "Detecting the labour-friendly nature of AI product innovation," DISCE - Working Papers del Dipartimento di Politica Economica dipe0017, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    709. Andrea Coveri & Mario Pianta, 2019. "The Structural Dynamics of Income Distribution:Technology, Wages and Profits," Working Papers 1901, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2019.
    710. Mauro Caselli & Edwin Fourrier-Nicolai & Andrea Fracasso & Sergio Scicchitano, 2024. "Digital Technologies and Firms’ Employment and Training," CESifo Working Paper Series 11056, CESifo.
    711. Marcel Steffen Eckardt, 2022. "Minimum wages in an automating economy," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 24(1), pages 58-91, February.
    712. Jing Li & Zidong An & Yan Wang, 2023. "On the Substitution and Complementarity between Robots and Labor: Evidence from Advanced and Emerging Economies," Sustainability, MDPI, vol. 15(12), pages 1-18, June.
    713. Nenci, Silvia & Fusacchia, Ilaria & Giunta, Anna & Montalbano, Pierluigi & Pietrobelli, Carlo, 2022. "Mapping global value chain participation and positioning in agriculture and food: stylised facts, empirical evidence and critical issues," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 11(2), July.
    714. Jongwanich, Juthathip & Kohpaiboon, Archanun & Obashi, Ayako, 2022. "Technological advancement, import penetration and labour markets: Evidence from Thailand," World Development, Elsevier, vol. 151(C).
    715. Avdic, Daniel & de New, Sonja C. & Kamhöfer, Daniel A., 2021. "Economic downturns and mental health in Germany," European Economic Review, Elsevier, vol. 140(C).
    716. Reijnders, Laurie S.M. & de Vries, Gaaitzen J., 2018. "Technology, offshoring and the rise of non-routine jobs," Journal of Development Economics, Elsevier, vol. 135(C), pages 412-432.
    717. Peter Haiss & Bernhard Mahlberg & Daniel Michlits, 2021. "Industry 4.0–the future of Austrian jobs," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 48(1), pages 5-36, February.
    718. Daojun Li & Haiqin Wang & Juan Wang, 2024. "Artificial Intelligence and Technological Innovation: Evidence from China’s Strategic Emerging Industries," Sustainability, MDPI, vol. 16(16), pages 1-24, August.
    719. Tale Mi & Tiao Li, 2024. "Industrial Intelligence and Carbon Emission Reduction: Evidence from China’s Manufacturing Industry," Sustainability, MDPI, vol. 16(15), pages 1-21, July.
    720. Heyman, Fredrik & Olsson, Martin, 2022. "Long-Run Effects of Technological Change: The Impact of Automation and Robots on Intergenerational Mobility," Working Paper Series 1451, Research Institute of Industrial Economics, revised 29 Jun 2023.
    721. Wirkierman, Ariel Luis, 2023. "Structural economic dynamics in actual industrial economies," Structural Change and Economic Dynamics, Elsevier, vol. 64(C), pages 245-262.
    722. Simon Walo, 2023. "The link between routine tasks and job polarization: A task measurement problem?," LABOUR, CEIS, vol. 37(3), pages 437-467, September.
    723. Yuan Tian & Junjie Xia & Rudai Yang, 2020. "Trade-induced urbanization and the making of modern agriculture," Discussion Papers 2020-16, University of Nottingham, GEP.
    724. Chuan, Amanda & Zhang, Weilong, 2023. "Non-college Occupations, Workplace Routinization, and the Gender Gap in College Enrollment," IZA Discussion Papers 16089, Institute of Labor Economics (IZA).
    725. Hu, Liang & Chen, Shishuo, 2024. "Artificial intelligence innovation and corporate environmental investment: A contingent view," Finance Research Letters, Elsevier, vol. 69(PB).
    726. Qin, Shuyuan & Liu, Ziqi & Wang, Jie & Wu, Yongqiu, 2024. "The impact of digital transformation on labour demand quantity and structure: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1452-1469.
    727. Takács, Olga & Losonci, Dávid & Demeter, Krisztina, 2019. "Az ipar 4.0 hatásainak nyomában - a magyarországi járműipar elemzése [After the effects of Industry 4.0: an analysis of the Hungarian vehicle industry]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(2), pages 185-218.
    728. Jaison R. Abel & Richard Deitz, 2024. "The Long-Term Rise of Labor Market Detachment: Evidence from Local Labor Markets," Staff Reports 1138, Federal Reserve Bank of New York.
    729. Rostislav Kapeliushnikov, 2019. "The phantom of technological unemployment," Russian Journal of Economics, ARPHA Platform, vol. 5(1), pages 88-116, April.
    730. Mattsson, Pontus & Reshid, Abdulaziz, 2023. "Productivity divergence and the role of digitalisation," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 942-966.
    731. Benjamin Hilgenstock & Zsoka Koczan, 2018. "Still Attached? Are Social Safety Nets Working? Labor Force Participation in European Regions," IMF Working Papers 2018/165, International Monetary Fund.
    732. Lawrence F. Katz, 2018. "Comment on "The Transformation of Manufacturing and the Decline in US Employment"," NBER Chapters, in: NBER Macroeconomics Annual 2018, volume 33, pages 373-379, National Bureau of Economic Research, Inc.
    733. Tianyu Fan, 2025. "The Labor Market Incidence of New Technologies," Papers 2504.04047, arXiv.org.
    734. Yang Liang, 2021. "Job creation and job destruction: The effect of trade shocks on U.S. manufacturing employment," The World Economy, Wiley Blackwell, vol. 44(10), pages 2909-2949, October.
    735. M. Battisti & M. Del Gatto & A. F. Gravina & C. F. Parmeter, 2021. "Robots versus labor skills: a complementarity/substitutability analysis," Working Paper CRENoS 202104, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    736. Fernández Fernández, José Luis & Camacho Ibáñez, Javier & Díaz de la Cruz, Cristina & Gil, Bernardo Villazán, 2021. "How can ‘orare et laborare’ guide the person-technology relationship during the Fourth Industrial Revolution?," Technology in Society, Elsevier, vol. 67(C).
    737. Daria A. Starovatova, 2023. "The relationship between robots and labour productivity: Does business scale matter?," Journal of New Economy, Ural State University of Economics, vol. 24(1), pages 81-103, April.
    738. Rodrigo Adão & Costas Arkolakis & Federico Esposito, 2019. "General Equilibrium Effects in Space: Theory and Measurement," NBER Working Papers 25544, National Bureau of Economic Research, Inc.
    739. Ian P. McManus, 2024. "Workforce automation risks across race and gender in the United States," American Journal of Economics and Sociology, Wiley Blackwell, vol. 83(2), pages 463-492, March.
    740. Jaison R. Abel & Richard Deitz, 2019. "Why Are Some Places So Much More Unequal Than Others?," Economic Policy Review, Federal Reserve Bank of New York, vol. 25(Dec).
    741. Ruiyu Hu & Zemenghong Bao & Zhisen Lin & Kun Lv, 2024. "The Innovative Construction of Provinces, Regional Artificial Intelligence Development, and the Resilience of Regional Innovation Ecosystems: Quasi-Natural Experiments Based on Spatial Difference-in-D," Sustainability, MDPI, vol. 16(18), pages 1-37, September.
    742. Qiguo Gong, 2023. "Machine endowment cost model: task assignment between humans and machines," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-8, December.
    743. Donghan Shin & Hyunbae Chun, 2023. "The Rise of E-Commerce and the Local Wage Structure: Evidence from the Korean Retail Industry," Korean Economic Review, Korean Economic Association, vol. 39, pages 315-345.
    744. Bachmann, Ronald & Stepanyan, Gayane, 2020. "It's a Woman's World? Occupational Structure and the Rise of Female Employment in Germany," VfS Annual Conference 2020 (Virtual Conference): Gender Economics 224626, Verein für Socialpolitik / German Economic Association.
    745. Shepherd, Steven & Kay, Aaron C. & Gray, Kurt, 2019. "Military veterans are morally typecast as agentic but unfeeling: Implications for veteran employment," Organizational Behavior and Human Decision Processes, Elsevier, vol. 153(C), pages 75-88.
    746. Ben Etheridge & Aitor Irastorza-Fadrique & Michael J. Böhm, 2024. "The impact of labour demand shocks when occupational labour supplies are heterogeneous," IFS Working Papers W24/28, Institute for Fiscal Studies.
    747. Dongyu Zhao & Man Wang, 2024. "Smart Manufacturing Promotes High-Quality Development of Enterprises in China," Sustainability, MDPI, vol. 16(23), pages 1-20, November.
    748. World Bank, 2024. "Migration, Automation, and the Malaysian Labor Market," World Bank Publications - Reports 42388, The World Bank Group.
    749. Laura Barbieri & Chiara Mussida & Mariacristina Piva & Marco Vivarelli, 2019. "Testing the employment impact of automation, robots and AI: A survey and some methodological issues," DISCE - Working Papers del Dipartimento di Politica Economica dipe0006, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    750. Fran Stewart & Kathryn Kelley, 2020. "Connecting Hands and Heads: Retooling Engineering Technology for the “Smart†Manufacturing Workplace," Economic Development Quarterly, , vol. 34(1), pages 31-45, February.
    751. Stefano Bianchini & Moritz Muller & Pierre Pelletier, 2020. "Deep Learning in Science," Papers 2009.01575, arXiv.org, revised Sep 2020.
    752. (Maggie) Fu, Xiaoqing & Bao, Qun & Xie, Hongjun & Fu, Xiaolan, 2021. "Diffusion of industrial robotics and inclusive growth: Labour market evidence from cross country data," Journal of Business Research, Elsevier, vol. 122(C), pages 670-684.
    753. Ma, Dechao & Wu, Weiwei, 2024. "Does artificial intelligence drive technology convergence? Evidence from Chinese manufacturing companies," Technology in Society, Elsevier, vol. 79(C).
    754. Charles Yédéhou Faton & Augustin Foster Chabossou, 2024. "Effect of information technologies on employment in ECOWAS countries," SN Business & Economics, Springer, vol. 4(10), pages 1-14, October.
    755. Ionela Tofan & Kamer-Ainur Aivaz, 2022. "The use of computers and the Internet - effects on employee productivity in Romania," Technium Social Sciences Journal, Technium Science, vol. 32(1), pages 418-429, June.
    756. Aina Gallego & Thomas Kurer & Nikolas Schöll, 2018. "Not so disruptive after all: How workplace digitalization affects political preferences," Economics Working Papers 1623, Department of Economics and Business, Universitat Pompeu Fabra.
    757. Elina Makela & Fabian Stephany, 2024. "Complement or substitute? How AI increases the demand for human skills," Papers 2412.19754, arXiv.org, revised Feb 2025.
    758. Zi Hui Yin & Wei Ping Zeng, 2024. "Path to sustainable development: Can industrial intelligence and technological innovation balance economic growth and environmental quality in China?," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(5), pages 4486-4504, October.
    759. Fabien Petit & Florencia Jaccoud & Tommaso Ciarli, 2023. "Heterogeneous Adjustments of Labor Markets to Automation Technologies," CESifo Working Paper Series 10237, CESifo.
    760. Daron Acemoglu & Gary W. Anderson & David N. Beede & Catherine Buffington & Eric E. Childress & Emin Dinlersoz & Lucia S. Foster & Nathan Goldschlag & John C. Haltiwanger & Zachary Kroff & Pascual Res, 2024. "Automation and the Workforce: A Firm-Level View from the 2019 Annual Business Survey," NBER Chapters, in: Technology, Productivity, and Economic Growth, National Bureau of Economic Research, Inc.
    761. Marc Gilbert Joseph Buchholzer, 2022. "Review of International Comparative Management Volume 23, Issue 1, March 2022 101 Value-ADDED Automation, a Solution for the Future of Work in Automotive Manufacturing in Romania," REVISTA DE MANAGEMENT COMPARAT INTERNATIONAL/REVIEW OF INTERNATIONAL COMPARATIVE MANAGEMENT, Faculty of Management, Academy of Economic Studies, Bucharest, Romania, vol. 23(1), pages 101-111, March.
    762. Luca Sandrini, 2019. "Incentives for labor-augmenting innovation: The role of wage rate," "Marco Fanno" Working Papers 0232, Dipartimento di Scienze Economiche "Marco Fanno".
    763. Zhang, Zhenhua & Zhang, Yunpeng & Wu, Huangbin & Song, Shunfeng & Pan, Yuxi & Feng, Yanchao, 2024. "Dual effects of automation on economy and environment: Evidence from A-share listed enterprises in China," China Economic Review, Elsevier, vol. 88(C).
    764. Andrew Coleman & David C Maré & Guanyu Zheng, 2019. "New jobs, old jobs: The evolution of work in New Zealand's cities and towns," Working Papers 2019/01, New Zealand Productivity Commission.
    765. Annunziata, Marco & Bourgeois, Hendrik, 2018. "The future of work: How G20 countries can leverage digital-industrial innovations into stronger high-quality jobs growth," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 12, pages 1-23.
    766. Lee, Chien-Chiang & Yan, Jingyang & Wang, Fuhao, 2024. "Impact of population aging on food security in the context of artificial intelligence: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
    767. Huang, Keqi & Liu, Qiren & Tang, Chengjian, 2023. "Which firms benefit from robot adoption? Evidence from China," Journal of Asian Economics, Elsevier, vol. 86(C).
    768. Seetha Menon & Andrea Salvatori & Wouter Zwysen, 2020. "The Effect of Computer Use on Work Discretion and Work Intensity: Evidence from Europe," British Journal of Industrial Relations, London School of Economics, vol. 58(4), pages 1004-1038, December.
    769. Stemmler, Henry, 2023. "Automated Deindustrialization: How Global Robotization Affects Emerging Economies—Evidence from Brazil," World Development, Elsevier, vol. 171(C).
    770. Franziska Brall & Ramona Schmid, 2023. "Automation, robots and wage inequality in Germany: A decomposition analysis," LABOUR, CEIS, vol. 37(1), pages 33-95, March.
    771. Zhang, Longpeng & Zhang, Xingye, 2025. "Impact of digital government construction on the intelligent transformation of enterprises: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 210(C).
    772. Guzel Salimova & Alisa Ableeva & Rasul Gusmanov & Aidar Sharafutdinov & Gulnara Nigmatullina, 2024. "Employment in the Digital Economy Development: Regional Clustering," Public Organization Review, Springer, vol. 24(1), pages 141-160, March.
    773. Qu, Yingzi & Fan, Sha, 2024. "Is there a "Machine Substitution"? How does the digital economy reshape the employment structure in emerging market countries," Economic Systems, Elsevier, vol. 48(4).
    774. Lu, Wenyi & Zhuang, Shilong & Fan, Siyuan, 2024. "Losing trust when pursuing development: How automation hindered political trust in China?," Journal of Economic Behavior & Organization, Elsevier, vol. 218(C), pages 406-422.
    775. David Andersson & Mounir Karadja & Erik Prawitz, 2022. "Mass Migration and Technological Change," Journal of the European Economic Association, European Economic Association, vol. 20(5), pages 1859-1896.
    776. Jasmine Mondolo, 2022. "The composite link between technological change and employment: A survey of the literature," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1027-1068, September.
    777. Hang, Leiming & Lu, Wei & Ge, Xiaowei & Ye, Bin & Zhao, Zhiqi & Cheng, Fangfang, 2024. "R&D innovation, industrial evolution and the labor skill structure in China manufacturing," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
    778. Lamperti, Fabio, 2024. "Unlocking machine learning for social sciences: The case for identifying Industry 4.0 adoption across business restructuring events," Technological Forecasting and Social Change, Elsevier, vol. 207(C).
    779. Lenka Pisková & Marian Dobranschi & Pavel Semerád & Milena Otavová, 2024. "Impact of Robot Installations on Employment and Labour Productivity in Automotive Industry," Central European Business Review, Prague University of Economics and Business, vol. 2024(2), pages 53-68.
    780. Kapetaniou, Chrystalla & Pissarides, Christoforos Antoniou, 2023. "Productive robots and industrial employment: the role of national innovation systems," LSE Research Online Documents on Economics 121320, London School of Economics and Political Science, LSE Library.
    781. Madsen, Jakob & Minniti, Antonio & Venturini, Francesco, 2024. "Declining research productivity and income inequality: A centenary perspective," Journal of Economic Dynamics and Control, Elsevier, vol. 167(C).
    782. Linus Mattauch & David Klenert & Joseph E. Stiglitz & Ottmar Edenhofer, 2018. "Overcoming Wealth Inequality by Capital Taxes that Finance Public Investment," NBER Working Papers 25126, National Bureau of Economic Research, Inc.
    783. Ljubica Nedelkoska & Frank Neffke, 2019. "Skill Mismatch and Skill Transferability: Review of Concepts and Measurements," Papers in Evolutionary Economic Geography (PEEG) 1921, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2019.
    784. Patrick Bennett & Kjell Salvanes, 2024. "Changing patterns of inequality in Norway: the roles of gender, education, immigration and unions," Fiscal Studies, John Wiley & Sons, vol. 45(2), pages 205-224, June.
    785. Gaetano Basso & Giovanni Peri & Ahmed S. Rahman, 2020. "Computerization and immigration: Theory and evidence from the United States," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 53(4), pages 1457-1494, November.
    786. Zhang, Xiaomeng & Palivos, Theodore & Liu, Xiangbo, 2021. "Aging and Automation in Economies with Search Frictions," MPRA Paper 107950, University Library of Munich, Germany.
    787. Vladimir Márquez Stone & Seyka Verónica Sandoval Cabrera, 2024. "Effects of Automation on Mexican Automotive Employment: 2013–2022," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 67(3), pages 661-680, September.
    788. Benitez-Rueda, Miguel & Domínguez, Nicolás & Parrado, Eric, 2023. "Mobility Restrictions and Automation in the Developing World: Evidence from Peru's Labor Market," IDB Publications (Working Papers) 12823, Inter-American Development Bank.
    789. Pan, Junyu & Cifuentes-Faura, Javier & Zhao, Xin & Liu, Xiaoqian, 2024. "Unlocking the impact of digital technology progress and entry dynamics on firm's total factor productivity in Chinese industries," Global Finance Journal, Elsevier, vol. 60(C).
    790. Robert Stehrer, 2024. "Neue Technologien und Löhne: Erste Analysen basierend auf österreichischen Mikrodaten," wiiw Research Reports in German language 27, The Vienna Institute for International Economic Studies, wiiw.
    791. Faber, Marius, 2020. "Robots and reshoring: Evidence from Mexican labor markets," Journal of International Economics, Elsevier, vol. 127(C).
    792. Greg Howard & Jack Liebersohn, 2023. "Regional Divergence and House Prices," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 49, pages 312-350, July.
    793. Brezis, Elise & Rubin, Amir, 2025. "Polarization in Higher Education and Technological Leadership," MPRA Paper 124200, University Library of Munich, Germany.
    794. Leonie Hallo & Anastasia Hanzis & Caroline Rowe, 2025. "Humanity and AI: Collaborating for a Flourishing Planet Through Wise Decision-Making," Challenges, MDPI, vol. 16(1), pages 1-20, February.
    795. Tan, Joanne, 2024. "Multidimensional heterogeneity and matching in a frictional labor market — An application to polarization," Labour Economics, Elsevier, vol. 90(C).
    796. Wenjing Bi & Yifei Li & Xiaotao Zhang & Tenglong Zhong, 2024. "Labor protection and enterprise digital transformation: A quasi‐natural experiment based on the enforcement of Social Insurance Law in China," Economics and Politics, Wiley Blackwell, vol. 36(2), pages 708-733, July.
    797. Fabian Stephany & Hanno Lorenz, 2021. "The Future of Employment Revisited: How Model Selection Determines Automation Forecasts," Papers 2104.13747, arXiv.org.
    798. Emilio Ocampo, 2019. "The Economic Analysis of Populism. A Selective Review of the Literature," CEMA Working Papers: Serie Documentos de Trabajo. 694, Universidad del CEMA.
    799. Firsin, Oleg, 2023. "How does offshoring affect the wage impact of immigration?," Economic Modelling, Elsevier, vol. 121(C).
    800. Semanur Soyyiğit & Seda Bayrakdar & Cüneyt Kiliç, 2023. "Effect of Economic Complexity on Unemployment in Terms of Gender: Evidence from BEM Economies," Politická ekonomie, Prague University of Economics and Business, vol. 2023(3), pages 342-365.
    801. Jorge Rojas-Vallejos & Carmen Gloria Jiménez Bucarey & Marcela Espinoza & Luis Araya-Castillo, 2021. "The short-term impact of urban air pollution on student achievement," Revista Desarrollo y Sociedad, Universidad de los Andes,Facultad de Economía, CEDE, vol. 87(2), March.
    802. Oscar Afonso & Rosa Forte, 2023. "How powerful are fiscal and monetary policies in a directed technical change model with humans and robots?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(3), pages 3008-3032, July.
    803. Li, Jianjun & Wu, Zhouyi & Yu, Kaijia & Zhao, Wei, 2024. "The effect of industrial robot adoption on firm value: Evidence from China," Finance Research Letters, Elsevier, vol. 60(C).
    804. Cassandro, Nicola & Centra, Marco & Esposito, Piero & Guarascio, Dario, 2020. "What drives employment-unemployment transitions? Evidence from Italian task-based data," GLO Discussion Paper Series 563, Global Labor Organization (GLO).
    805. Jing Ruan & Lu Zou & Ruiqi Liu & Hongyun Pan, 2024. "The Impact of Digital Economy Development on Regional Income Gaps: A Perspective on Multidimensional Inequality Decomposition and Threshold Effects," Mathematics, MDPI, vol. 12(24), pages 1-27, December.
    806. Ndubuisi, Gideon & Otioma, Chuks & Tetteh, Godsway Korku, 2021. "Digital infrastructure and employment in services: Evidence from Sub-Saharan African countries," Telecommunications Policy, Elsevier, vol. 45(8).
    807. Ting Zhu & Xiaqing Chen & Wenwen Zhang & Basil Sharp, 2023. "Analysis of the Spatial–Temporal Evolution of the Digital Economy and Its Impact on the Employment Structure in China from 2001 to 2020," Sustainability, MDPI, vol. 15(12), pages 1-18, June.
    808. Yin, Zi Hui & Zeng, Wei Ping, 2023. "The effects of industrial intelligence on China's energy intensity: The role of technology absorptive capacity," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
    809. Edouard Ribes, 2021. "Where are the opportunities for growth in the professional services space?," Working Papers hal-03181967, HAL.
    810. Eder, Andreas & Koller, Wolfgang & Mahlberg, Bernhard, 2021. "Economy 4.0: Employment effects by occupation, industry, and gender," MPRA Paper 107986, University Library of Munich, Germany.
    811. Xue, Qihang & Wang, Huimin & Wei, Jian & Bai, Caiquan, 2024. "Does the digital economy improve female autonomy?," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 193-207.
    812. Ryan Gunderson, 2019. "Work time reduction and economic democracy as climate change mitigation strategies: or why the climate needs a renewed labor movement," Journal of Environmental Studies and Sciences, Springer;Association of Environmental Studies and Sciences, vol. 9(1), pages 35-44, March.
    813. Taqdees Fatima & Bingxiang Li & Shahab Alam Malik & Dan Zhang, 2023. "The Spatial Effect of Industrial Intelligence on High-Quality Green Development of Industry under Environmental Regulations and Low Carbon Intensity," Sustainability, MDPI, vol. 15(3), pages 1-17, January.
    814. Lucas Parmentier, 2024. "Robotization and returns to tasks," Economics Bulletin, AccessEcon, vol. 44(4), pages 1545-1551.
    815. Alessandra Bonfiglioli & Rosario Crinò & Gino Gancia & Ioannis Papadakis, 2025. "Artificial intelligence and jobs: evidence from US commuting zones," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 40(121), pages 145-194.
    816. Feijoo Moreira, Sergio, 2022. "Inside the decline of the labor share: Technical change, market power, and structural change," Journal of Economic Dynamics and Control, Elsevier, vol. 145(C).
    817. Maynou, Laia & McGuire, Alistair & Serra-Sastre, Victoria, 2024. "Efficiency and productivity gains of robotic surgery: the case of the English National Health Service," LSE Research Online Documents on Economics 123635, London School of Economics and Political Science, LSE Library.
    818. Başak Dalgıç & Burcu Fazlıoğlu & Aytekin Güven, 2023. "Innovation, employment and market structure: firm level evidence from Turkey," Empirical Economics, Springer, vol. 65(3), pages 1385-1407, September.
    819. Huang, Keqi & Liu, Qiren, 2024. "Artificial intelligence and outward foreign direct investment: Evidence from China," Journal of Asian Economics, Elsevier, vol. 92(C).
    820. Rachid Maghniwi & Mustapha Oukassi, 2025. "Ethical Integration of Artificial Intelligence in the African Banking Sector and Its Impact on the Evolution of Skills and Professional Roles - Case of Morocco," Post-Print hal-05060945, HAL.
    821. Cortes, Matias & Lerche, Adrian & Schönberg, Uta & Tschopp, Jeanne, 2023. "Technological Change, Firm Heterogeneity and Wage Inequality," IZA Discussion Papers 16070, Institute of Labor Economics (IZA).
    822. Schneider, Florian, 2024. "Do robots boost productivity? A quantitative meta-study," MPRA Paper 123392, University Library of Munich, Germany.
    823. Caselli, Francesco & Manning, Alan, 2019. "Robot arithmetic: new technology and wages," LSE Research Online Documents on Economics 87371, London School of Economics and Political Science, LSE Library.
    824. Joachim Hubmer, 2019. "The Race Between Preferences and Technology," 2019 Meeting Papers 1430, Society for Economic Dynamics.
    825. Donghyun Park & Kwanho Shin, 2022. "Aging and labor share of income in Korea," Asian Economic Journal, East Asian Economic Association, vol. 36(4), pages 432-457, December.
    826. Ohnsorge, Franziska Lieselotte & Rogerson,Richard & Xie, Zoe Leiyu, 2024. "Jobless Development," Policy Research Working Paper Series 10928, The World Bank.
    827. Samuel Cole & Zachary Cowell & John M. Nunley & R. Alan Seals Jr, 2022. "The Distribution of Occupational Tasks in the United States: Implications for a Diverse and Aging Population," Papers 2205.00497, arXiv.org.
    828. Abeliansky, Ana Lucia & Prettner, Klaus, 2023. "Automation and population growth: Theory and cross-country evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 208(C), pages 345-358.
    829. Xia, Lei & Han, Qingjiang & Yu, Shui, 2024. "Industrial intelligence and industrial structure change: Effect and mechanism," International Review of Economics & Finance, Elsevier, vol. 93(PA), pages 1494-1506.
    830. Septimiu Szabo, 2020. "Transition to Industry 4.0 in the Visegrád Countries," European Economy - Economic Briefs 052, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    831. Zhu Yan & Jing Jian Xiao & Qiong Sun, 2024. "Moving up toward sustainable development: Digital finance and income mobility," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(5), pages 5742-5763, October.
    832. Kim, Jae-Yoon & Lee, Dongwoo, 2024. "Pension systems revisited in the age of automation and an aging economy," Journal of Economic Behavior & Organization, Elsevier, vol. 228(C).
    833. Gasteiger, Emanuel & Prettner, Klaus, 2020. "Automation, stagnation, and the implications of a robot tax," ECON WPS - Working Papers in Economic Theory and Policy 02/2020, TU Wien, Institute of Statistics and Mathematical Methods in Economics, Economics Research Unit.
    834. Brall, Franziska & Schmid, Ramona, 2020. "Automation, robots and wage inequality in Germany: A decomposition analysis," Hohenheim Discussion Papers in Business, Economics and Social Sciences 14-2020, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    835. Michiel Gerritse & Andrea Caragliu, 2022. "Import competition and domestic transport costs," Tinbergen Institute Discussion Papers 22-071/VIII, Tinbergen Institute.
    836. Yuci Chen, 2019. "What Do Establishments Do When Wages Increase? Evidence from Minimum Wages in the United States," Working Papers 19-31, Center for Economic Studies, U.S. Census Bureau.
    837. Niu, Meng & Wang, Zhenguo & Zhang, Yabin, 2022. "How information and communication technology drives (routine and non-routine) jobs: Structural path and decomposition analysis for China," Telecommunications Policy, Elsevier, vol. 46(1).
    838. Laia Maynou & Alistair McGuire & Victoria Serra‐Sastre, 2024. "Efficiency and productivity gains of robotic surgery: The case of the English National Health Service," Health Economics, John Wiley & Sons, Ltd., vol. 33(8), pages 1831-1856, August.
    839. Qiren Liu & Sen Luo & Robert Seamans, 2023. "Pain or Anxiety? The Health Consequences of Rising Robot Adoption in China," Papers 2301.10675, arXiv.org.
    840. Manuel Pérez-Trujillo & Camila Alvayay Torrejón & Maricruz Lacalle Calderón, 2024. "Is E-commerce an opportunity for boosting employment in developing countries? a study for the Chilean case," Asia-Pacific Journal of Regional Science, Springer, vol. 8(4), pages 1077-1110, December.
    841. Qiang Wang & Yuanfan Li & Rongrong Li, 2024. "Ecological footprints, carbon emissions, and energy transitions: the impact of artificial intelligence (AI)," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-18, December.
    842. Deng, Jiapin & Liu, Yanchu, 2022. "Does digital finance reduce the employment in the finance industry? Evidence from China," Finance Research Letters, Elsevier, vol. 48(C).
    843. Jung, Jin Hwa & Lim, Dong-Geon, 2020. "Industrial robots, employment growth, and labor cost: A simultaneous equation analysis," Technological Forecasting and Social Change, Elsevier, vol. 159(C).
    844. Richard V. Wolff & Olaf Struck & Christopher Osiander & Monika Senghaas & Gesine Stephan, 2022. "Justice perceptions of occupational training subsidies: findings from a factorial survey," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 56(1), pages 1-18, December.
    845. Rodrigo Ad'o & Costas Arkolakis & Federico Esp'sito, 2019. "Spatial Linkages, Global Shocks, and Local Labor Markets: Theory and Evidence," Cowles Foundation Discussion Papers 2163, Cowles Foundation for Research in Economics, Yale University.
    846. Wang, Changming & Liao, Hongwei & Zhu, Lei & He, Leihua, 2024. "The haze reduction effect in china under the digital economy," Journal of Asian Economics, Elsevier, vol. 95(C).
    847. Akram, Rabia & Li, Qiyuan & Srivastava, Mohit & Zheng, Yulu & Irfan, Muhammad, 2024. "Nexus between green technology innovation and climate policy uncertainty: Unleashing the role of artificial intelligence in an emerging economy," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    848. Kim, JunYun & Magee, Stephen & Lee, Hongshik, 2023. "Capitalization of the economy and labor return: How does lobbying affect resource allocation?," Economic Modelling, Elsevier, vol. 120(C).
    849. Ball, Michael & Cheshire, Paul & Hilber, Christian A. L. & Yu, Xiaolun, 2024. "Why delay? Understanding the construction lag, aka the build out rate," LSE Research Online Documents on Economics 126820, London School of Economics and Political Science, LSE Library.
    850. Genz Sabrina & Janser Markus & Lehmer Florian, 2019. "The Impact of Investments in New Digital Technologies on Wages – Worker-Level Evidence from Germany," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 239(3), pages 483-521, June.
    851. Schulz, Karl & Tsyvinski, Aleh & Werquin, Nicolas, 2023. "Generalized compensation principle," Theoretical Economics, Econometric Society, vol. 18(4), November.
    852. Zuazu, Izaskun, 2019. "The growth effect of democracy and technology: An industry disaggregated approach," European Journal of Political Economy, Elsevier, vol. 56(C), pages 115-131.
    853. Zhang, Weike & Zeng, Ming, 2024. "Is artificial intelligence a curse or a blessing for enterprise energy intensity? Evidence from China," Energy Economics, Elsevier, vol. 134(C).
    854. Han, Wang-Zhe & Zhang, Yi-Ming, 2024. "Carbon reduction effect of industrial robots: Breaking the impasse for carbon emissions and development," Innovation and Green Development, Elsevier, vol. 3(3).
    855. Zoltan Csefalvay, 2019. "What are the policy options? A systematic review of policy responses to the impacts of robotisation and automation on the labour market," JRC Working Papers on Corporate R&D and Innovation 2019-02, Joint Research Centre.
    856. Anderton, Robert & Jarvis, Valerie & Labhard, Vincent & Morgan, Julian & Petroulakis, Filippos & Vivian, Lara, 2020. "Virtually everywhere? Digitalisation and the euro area and EU economies," Occasional Paper Series 244, European Central Bank.
    857. Mark Partridge & Alexandra Tsvetkova & Michael Betz, 2021. "Are the most productive regions necessarily the most successful? Local effects of productivity growth on employment and earnings," Journal of Regional Science, Wiley Blackwell, vol. 61(1), pages 30-61, January.
    858. Arthur Jacobs, 2024. "The Pasinetti theorem in a task‐based model of automation," Metroeconomica, Wiley Blackwell, vol. 75(3), pages 306-325, July.
    859. Wang, Linhui & Chen, Qi & Dong, Zhiqing & Cheng, Lu, 2024. "The role of industrial intelligence in peaking carbon emissions in China," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
    860. Geiger, Niels & Prettner, Klaus & Schwarzer, Johannes A., 2018. "Automatisierung, Wachstum und Ungleichheit," Hohenheim Discussion Papers in Business, Economics and Social Sciences 13-2018, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    861. Nolan, Brian & Richiardi, Matteo & Valenzuela, Luis, 2018. "The Drivers of Inequality in Rich Countries," INET Oxford Working Papers 2018-15, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford.
    862. Francesca Crucitti & Lorenza Rossi, 2022. "Labor Share Decline and Productivity Slowdown: A Micro-Macro Analysis," Working Papers 350577481, Lancaster University Management School, Economics Department.
    863. Maarten Goos & Melanie Arntz & Ulrich Zierahn & Terry Gregory & Stephanie Carretero Gomez & Ignacio Gonzalez Vazquez & Koen Jonkers, 2019. "The Impact of Technological Innovation on the Future of Work," JRC Working Papers on Labour, Education and Technology 2019-03, Joint Research Centre.
    864. Filippi, Emilia & Bannò, Mariasole & Trento, Sandro, 2023. "Automation technologies and their impact on employment: A review, synthesis and future research agenda," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
    865. Liugang Ye & Zhenhua Fang, 2025. "The Impact of New-Quality Productivity on Environmental Pollution: Empirical Evidence from China," Sustainability, MDPI, vol. 17(7), pages 1-21, April.
    866. Lee, Chien-Chiang & Yan, Jingyang, 2024. "Will artificial intelligence make energy cleaner? Evidence of nonlinearity," Applied Energy, Elsevier, vol. 363(C).
    867. Sebastiano Cupertino & Gianluca Vitale & Angelo Riccaboni, 2018. "L?impatto dei Big Data sulle attivit? di pianificazione & controllo aziendali: In caso di studio di una PMI agricola Italiana," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2018(3), pages 59-86.
    868. Ana L. ABELIANSKY & Eda ALGUR & David E. BLOOM & Klaus PRETTNER, 2020. "The future of work: Meeting the global challenges of demographic change and automation," International Labour Review, International Labour Organization, vol. 159(3), pages 285-306, September.
    869. Gizem Akar & Giorgia Casalone & Martin Zagler, 2023. "You have been terminated: robots, work, and taxation," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 70(3), pages 283-300, September.
    870. FU, Yunyun & SHEN, Yongchang & SONG, Malin & WANG, Weiyu, 2024. "Does artificial intelligence reduce corporate energy consumption? New evidence from China," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 548-561.
    871. Sheida Teimouri & Joachim Zietz, 2025. "Housing prices and import competition," Empirical Economics, Springer, vol. 68(1), pages 253-280, January.
    872. Elena Ashtari Tafti, 2022. "Technology, skills, and performance: the case of robots in surgery," IFS Working Papers W22/46, Institute for Fiscal Studies.
    873. Ismael Gálvez-Iniesta & José L. Groizard & Ferran Portella-Carbó, 2023. "Sharing my place: the local labor market impact of the P2P technology shock," DEA Working Papers 97, Universitat de les Illes Balears, Departament d'Economía Aplicada.
    874. Hernando Zuleta & Andrés Zambrano, 2018. "Neutral or factor saving innovations?," Documentos CEDE 17134, Universidad de los Andes, Facultad de Economía, CEDE.
    875. Nuarpear Lekfuangfu & Voraprapa Nakavachara, 2020. "Reshaping Thailand's Labor Market Structure: The Unified Forces of Technology and Trade," PIER Discussion Papers 123, Puey Ungphakorn Institute for Economic Research.
    876. Benjamin Hilgenstock & Zsoka Koczan, 2018. "Permanently Displaced? Increasingly Disconnected? Labor Force Participation in U.S. States and Metropolitan Areas," IMF Working Papers 2018/118, International Monetary Fund.
    877. Belloc, Filippo & Burdin, Gabriel & Landini, Fabio, 2022. "Robots, Digitalization, and Worker Voice," GLO Discussion Paper Series 1038, Global Labor Organization (GLO).
    878. Ke An & Yike Shan & Sheng Shi, 2022. "Impact of Industrial Intelligence on Total Factor Productivity," Sustainability, MDPI, vol. 14(21), pages 1-21, November.
    879. Hilal Atasoy & Rajiv D. Banker & Paul A. Pavlou, 2021. "Information Technology Skills and Labor Market Outcomes for Workers," Information Systems Research, INFORMS, vol. 32(2), pages 437-461, June.
    880. Güven, Barış, 2024. "Has labor-saving technology accelerated? Evidence from industry-level data," Structural Change and Economic Dynamics, Elsevier, vol. 70(C), pages 442-456.
    881. Ciaffi, Giovanna & Deleidi, Matteo & Di Bucchianico, Stefano, 2024. "Stagnation despite ongoing innovation: Is R&D expenditure composition a missing link? An empirical analysis for the US (1948–2019)," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
    882. Adina-Maria Voda, 2025. "Comparative Analysis of the Relationship Between Workforce Demand and Digitalization at Company Level in Romania and Germany," Economics and Applied Informatics, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, issue 1, pages 98-115.
    883. Joachim Hubmer, 2023. "The Race Between Preferences and Technology," Econometrica, Econometric Society, vol. 91(1), pages 227-261, January.
    884. Mark Robinson & Pedro Silos & Diego Vilán, 2025. "Household Debt, the Labor Share, and Earnings Inequality," Finance and Economics Discussion Series 2025-028, Board of Governors of the Federal Reserve System (U.S.).
    885. Gnangnon, Sèna Kimm, 2021. "Do Unilateral Trade Preferences Help Reduce Poverty in Beneficiary Countries?," EconStor Preprints 247346, ZBW - Leibniz Information Centre for Economics.
    886. Lee, Chien-Chiang & Qin, Shuai & Li, Yaya, 2022. "Does industrial robot application promote green technology innovation in the manufacturing industry?," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    887. Luis R. Diaz Pavez & Inmaculada Martinez-Zarzoso, 2023. "The impact of local and foreign automation on labor market outcomes in emerging countries," Working Papers 2023.01, International Network for Economic Research - INFER.
    888. Richard Schmalensee, 2018. "Puzzles and Surprises in Employment and Productivity in U.S. Manufacturing After the Great Recession," International Productivity Monitor, Centre for the Study of Living Standards, vol. 35, pages 5-27, Fall.
    889. Giorgio Cutuli & Alessio Tomelleri, 2023. "Returns to digital skills use, temporary employment, and trade unions in European labour markets," European Journal of Industrial Relations, , vol. 29(4), pages 393-413, December.
    890. Antrà s, Pol, 2020. "De-Globalisation? Global Value Chains in the Post-COVID-19 Age," CEPR Discussion Papers 15462, C.E.P.R. Discussion Papers.
    891. Reljic, Jelena & Cirillo, Valeria & Guarascio, Dario, 2023. "Regimes of robotization in Europe," Economics Letters, Elsevier, vol. 232(C).
    892. Anna M. Stansbury & Lawrence H. Summers, 2017. "Productivity and Pay: Is the link broken?," NBER Working Papers 24165, National Bureau of Economic Research, Inc.
    893. Charlie Joyez & Raja Kali & Catherine Laffineur, 2023. "Occupational Coherence and Local Labor Market Performance: Evidence from France," GREDEG Working Papers 2023-20, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
    894. Colombino, Ugo & Islam, Nizamul, 2022. "The "Robot Economy" and Optimal Tax-Transfer Reforms," IZA Discussion Papers 15198, Institute of Labor Economics (IZA).
    895. Irina Shestakova, 2024. "The Era of Digital Transition in the Prism of the Existential Threat of Job Loss: Corporate Social Responsibility," Sustainability, MDPI, vol. 16(18), pages 1-19, September.
    896. Hyejin Kim, 2024. "The impact of robots on labor demand: evidence from job vacancy data in South Korea," Empirical Economics, Springer, vol. 67(3), pages 1185-1209, September.
    897. Ananth Seshadri, 2018. "A Meta-Analysis of the Decline in the Labor Force Participation Rate," Working Papers wp381, University of Michigan, Michigan Retirement Research Center.
    898. Jean-Paul Daemen & Silvia Leoni, 2025. "Simulating Tertiary Educational Decision Dynamics: An Agent-Based Model for the Netherlands," Papers 2505.01142, arXiv.org.
    899. Daron Acemoglu & Pascual Restrepo, 2022. "Tasks, Automation, and the Rise in U.S. Wage Inequality," Econometrica, Econometric Society, vol. 90(5), pages 1973-2016, September.
    900. Chen, Yang & Cheng, Liang & Lee, Chien-Chiang, 2022. "How does the use of industrial robots affect the ecological footprint? International evidence," Ecological Economics, Elsevier, vol. 198(C).
    901. Zhang, Xinchun & Yu, Qi & Liu, Jianxu & He, Ying & Xu, Aijia, 2024. "The application of industrial robots and changes in capital-labour income disparity in China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 42-56.
    902. Flavio Calvino & Luca Fontanelli, 2023. "Artificial intelligence, complementary assets and productivity: evidence from French firms," LEM Papers Series 2023/35, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    903. Sonal Pandey, 2021. "Artificial Intelligence and Food Industry," RAIS Conference Proceedings 2021 0058, Research Association for Interdisciplinary Studies.
    904. Sharfaei, Shahab & Bittner, Jan, 2024. "Technological employment: Evidence from worldwide robot adoption," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    905. Alguacil, Maite & Lo Turco, Alessia & Martínez-Zarzoso, Inmaculada, 2022. "Robot adoption and export performance: Firm-level evidence from Spain," Economic Modelling, Elsevier, vol. 114(C).
    906. Dorn, David & Kircher, Philipp & Salzmann, Oliver, 2023. "The effect of national industry shocks on local employment: impacts on geographical inequality and inefficiency," LIDAM Discussion Papers CORE 2023025, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    907. Han Bu & Zhou Xun & Sha Cai, 2024. "Big data and inter-firm wage disparities: theory and evidence from China," Economic Change and Restructuring, Springer, vol. 57(4), pages 1-36, August.
    908. Michele Chivilò & Antonella Meneghetti, 2023. "An Industry 5.0 Perspective on Feeding Production Lines," Sustainability, MDPI, vol. 15(22), pages 1-16, November.
    909. Wanjiao Jia & Ting Yang & Xin Zhang, 2023. "The rise of robots and the fall of cost stickiness: Evidence from Chinese manufacturers," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(3), pages 3147-3171, September.
    910. Ann Harrison, 2024. "Disentangling Various Explanations for the Declining Labor Share: Evidence from Millions of Firm Records," NBER Working Papers 32015, National Bureau of Economic Research, Inc.
    911. Susan N. Houseman, 2018. "Understanding the Decline of U.S. Manufacturing Employment," Upjohn Working Papers 18-287, W.E. Upjohn Institute for Employment Research.
    912. Christophe Combemale & Kate S Whitefoot & Laurence Ales & Erica R H Fuchs, 2021. "Not all technological change is equal: how the separability of tasks mediates the effect of technology change on skill demand [Patterns of industrial innovation]," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 30(6), pages 1361-1387.
    913. Du, Longzheng & Lin, Weifen, 2022. "Does the application of industrial robots overcome the Solow paradox? Evidence from China," Technology in Society, Elsevier, vol. 68(C).
    914. Liu, Xiaoqian & Cifuentes-Faura, Javier & Yang, Xiaodong & Pan, Junyu, 2025. "The green innovation effect of industrial robot applications: Evidence from Chinese manufacturing companies," Technological Forecasting and Social Change, Elsevier, vol. 210(C).
    915. Eliza Forsythe, 2020. "Automation and Technological Change: The Outlook for Workers and Economies," CESifo Forum, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 21(03), pages 27-30, September.
    916. Ye Ye & Rosmini Omar & Binyao Ning & Hiram Ting, 2020. "Intergenerational Transmission of Occupation: A Qualitative Inquiry into Frontline Factory Workers in China," Sustainability, MDPI, vol. 12(20), pages 1-17, October.
    917. Yue Yu & Chengkui Liu & Hao Wang & Xiaodan Lin, 2024. "Does money bring aspirations? Evidence from China," Review of Development Economics, Wiley Blackwell, vol. 28(2), pages 391-405, May.
    918. Alejandro Micco, 2019. "The Impact of Automation in Developed Countries," Working Papers wp480, University of Chile, Department of Economics.
    919. Vedor, Bernardo, 2022. "Investment-Specific Technological Change and Universal Basic Income in the U.S," MPRA Paper 111675, University Library of Munich, Germany.
    920. Goos, Maarten & Rademakers, Emilie & Röttger, Ronja, 2021. "Routine-Biased technical change: Individual-Level evidence from a plant closure," Research Policy, Elsevier, vol. 50(7).
    921. Marcello Nieddu & Filippo Bertani & Linda Ponta, 2022. "The sustainability transition and the digital transformation: two challenges for agent-based macroeconomic models," Review of Evolutionary Political Economy, Springer, vol. 3(1), pages 193-226, April.
    922. L. Guiso & H. Herrera & M. Morelli & T. Sonno, 2017. "Demand and Supply of Populism," Working Papers 610, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
    923. Arthur Jacobs & Elsy Verhofstadt & Luc Van Ootegem, 2023. "Are more automatable jobs less satisfying?," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 23/1059, Ghent University, Faculty of Economics and Business Administration.
    924. Consolo, Agostino & Cette, Gilbert & Bergeaud, Antonin & Labhard, Vincent & Osbat, Chiara & Kosekova, Stanimira & Anyfantaki, Sofia & Basso, Gaetano & Basso, Henrique & Bobeica, Elena & Ciapanna, Eman, 2021. "Digitalisation: channels, impacts and implications for monetary policy in the euro area," Occasional Paper Series 266, European Central Bank.
    925. Drake Mullens & Stella Shen, 2025. "2ACT: AI-Accentuated Career Transitions via Skill Bridges," Papers 2505.07914, arXiv.org.
    926. Tom Schmitz & Italo Colantone & Gianmarco Ottaviano, 2024. "Regional and Aggregate Economic Consequences of Environmental Policy Abstract: This paper shows how to combine microeconometric evidence on the effects of environmental policy with a macroeconomic mod," BAFFI CAREFIN Working Papers 24225, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    927. Honorata Bogusz, 2024. "Task content of jobs and mothers’ employment transitions in Germany," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 58(1), pages 1-22, December.
    928. Masayuki MORIKAWA, 2024. "Use of Artificial Intelligence and Productivity: Evidence from firm and worker surveys," Discussion papers 24074, Research Institute of Economy, Trade and Industry (RIETI).
    929. Andreea Alexandra Piriu, 2022. "Globalization and Gender‐Specific Patterns in Individual Fertility Decisions," Population and Development Review, The Population Council, Inc., vol. 48(1), pages 129-160, March.
    930. Zhao, Yantong & Said, Rusmawati & Ismail, Normaz Wana & Haris, Asmaddy & Hamzah, Hanny Zurina, 2024. "Impact of population ageing on the application of industrial robots: Evidence from China," The Journal of the Economics of Ageing, Elsevier, vol. 29(C).
    931. Juan Ramón GARCÍA, 2018. "Galicia Ante Reto De La Automatización Del Trabajo," Revista Galega de Economía, University of Santiago de Compostela. Faculty of Economics and Business., vol. 27(3), pages 17-28.
    932. Muris, Chris & Wacker, Konstantin M., 2025. "Estimating interaction effects with panel data," GLO Discussion Paper Series 1583, Global Labor Organization (GLO).
    933. Zemtsov, S., 2021. "New technologies and regional development in the modern period," Journal of the New Economic Association, New Economic Association, vol. 51(3), pages 196-207.
    934. Gilbert Richard & Murphy Nora A. & Stepka Allison & Barrett Mark & Worku Dianne, 2018. "Would a Basic Income Guarantee Reduce the Motivation to Work? An Analysis of Labor Responses in 16 Trial Programs," Basic Income Studies, De Gruyter, vol. 13(2), pages 1-12, December.
    935. Janser, Markus, 2018. "The greening of jobs in Germany : First evidence from a text mining based index and employment register data," IAB-Discussion Paper 201814, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    936. Rodrigo Adão & Martin Beraja & Nitya Pandalai-Nayar, 2020. "Technological Transitions with Skill Heterogeneity Across Generations," NBER Working Papers 26625, National Bureau of Economic Research, Inc.
    937. Michele Fornino & Andrea Manera, 2022. "Automation and the Future of Work: Assessing the Role of Labor Flexibility," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 45, pages 282-321, July.
    938. Ch-M. CHEVALIER & A. LUCIANI, 2018. "Computerization, labor productivity and employment: impacts across industries vary with technological level," Documents de Travail de l'Insee - INSEE Working Papers g2018-02, Institut National de la Statistique et des Etudes Economiques.
    939. Seong-Uk Baek & Jin-Ha Yoon & Jong-Uk Won, 2022. "Association between Workers’ Anxiety over Technological Automation and Sleep Disturbance: Results from a Nationally Representative Survey," IJERPH, MDPI, vol. 19(16), pages 1-12, August.
    940. Wang, Lei & Zhou, Yahong & Chiao, Benjamin, 2023. "Robots and firm innovation: Evidence from Chinese manufacturing," Journal of Business Research, Elsevier, vol. 162(C).
    941. Pedro H. Albuquerque & Sophie Albuquerque, 2023. "Social Implications of Technological Disruptions: A Transdisciplinary Cybernetics Science and Occupational Science Perspective," AMSE Working Papers 2313, Aix-Marseille School of Economics, France.
    942. Weller, Jürgen, 2020. "Technological change and employment in Latin America: opportunities and challenges," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), April.
    943. Zhongqi Deng & Yu Zhang & Ao Yu, 2020. "The New Economy in China: An Intercity Comparison," SAGE Open, , vol. 10(4), pages 21582440209, December.
    944. Enzo Valentini & Fabiano Compagnucci & Mauro Gallegati & Andrea Gentili, 2023. "Robotization, employment, and income: regional asymmetries and long-run policies in the Euro area," Journal of Evolutionary Economics, Springer, vol. 33(3), pages 737-771, July.
    945. Amy Finkelstein & Casey McQuillan & Owen Zidar & Eric Zwick, 2023. "The Health Wedge and Labor Market Inequality," Working Papers 2023-01, Princeton University. Economics Department..
    946. Valeria Cirillo & Mario Pianta & Leopoldo Nascia, 2018. "Technology and Occupations in Business Cycles," Sustainability, MDPI, vol. 10(2), pages 1-25, February.
    947. Maury Gittleman & Kristen Monaco, 2020. "Truck-Driving Jobs: Are They Headed for Rapid Elimination?," ILR Review, Cornell University, ILR School, vol. 73(1), pages 3-24, January.
    948. Alessandro Sterlacchini, 2022. "AI Patenting and Employment: Evidence from the World's Top R&D Investors," Working Papers 462, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    949. Antonio Estache & Beni Kouevi Gath, 2019. "Corporate Income Taxes and (Un-)Employment in the OECD," Working Papers ECARES 2019-11, ULB -- Universite Libre de Bruxelles.
    950. Gassmann, Franziska & Martorano, Bruno, 2019. "The future of work and its implications for social protection and the welfare state," MERIT Working Papers 2019-039, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    951. Heluo, Yuxi & Fabel, Oliver, 2024. "Job computerization, occupational employment and wages: A comparative study of the United States, Germany, and Japan," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    952. Ozgun, Burcu & Broekel, Tom, 2021. "The geography of innovation and technology news - An empirical study of the German news media," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    953. Virginia Sánchez-Marcos & Francesc Obiols-Homs, 2022. "Labor Force Participation, Wages and Turbulence," Working Papers 1347, Barcelona School of Economics.
    954. Ming Chen & Xin Tan & Jianhua Zhu & Rebecca Kechen Dong, 2025. "Can supply chain digital innovation policy improve the sustainable development performance of manufacturing companies?," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-15, December.
    955. Traverso, Silvio & Vatiero, Massimiliano & Zaninotto, Enrico, 2024. "Automation and flexible labor contracts: Firm-level evidence from Italy," GLO Discussion Paper Series 1425, Global Labor Organization (GLO).
    956. Pouliakas, Konstantinos, 2018. "Determinants of Automation Risk in the EU Labour Market: A Skills-Needs Approach," IZA Discussion Papers 11829, Institute of Labor Economics (IZA).
    957. Mao, Qilin & Guo, Chongyang, 2025. "Industrial robots, supply chain spillover effect and firm employment: Evidence from China," Journal of Economic Behavior & Organization, Elsevier, vol. 229(C).
    958. Annelle Bellony & Shawn Powers, 2021. "Education Sector Background Note," World Bank Publications - Reports 36415, The World Bank Group.
    959. Diego Cagigas & Judith Clifton & Daniel Díaz-Fuentes & Marcos Fernández-Gutiérrez & Juan Echevarría-Cuenca & Celia Gilsanz-Gómez, 2022. "Explaining public officials’ opinions on blockchain adoption: a vignette experiment [Robots and jobs: Evidence from US labor markets]," Policy and Society, Darryl S. Jarvis and M. Ramesh, vol. 41(3), pages 343-357.
    960. Dengler, Katharina & Matthes, Britta, 2018. "The impacts of digital transformation on the labour market: Substitution potentials of occupations in Germany," Technological Forecasting and Social Change, Elsevier, vol. 137(C), pages 304-316.
    961. Nai-Chun Wang & Deng-Kui Si & Chun-Feng Dong, 2022. "Social Insurance Burden and Corporate Environmental Performance: Evidence from China," Sustainability, MDPI, vol. 14(19), pages 1-22, September.
    962. Andreas Baur & Lisandra Flach & Isabella Gourevich & Florian Unger, 2023. "North-South Trade: The Impact of Robotization," CESifo Working Paper Series 10865, CESifo.
    963. Mary O'Mahony & Michela Vecchi & Francesco Venturini, 2019. "Technology, Intangible Assets and the Decline of the Labor Share," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2019-17, Economic Statistics Centre of Excellence (ESCoE).
    964. Blasco, Sylvie & Rochut, Julie & Rouland, Benedicte, 2022. "Displaced or Depressed? The Effect of Working in Automatable Jobs on Mental Health," IZA Discussion Papers 15434, Institute of Labor Economics (IZA).
    965. Demombynes, Gabriel & Langbein, Jorg Gero & Weber, Michael, 2025. "The Exposure of Workers to Artificial Intelligence in Low- and Middle-Income Countries," Policy Research Working Paper Series 11057, The World Bank.
    966. Nobuaki HAMAGUCHI & Keisuke KONDO, 2018. "Regional Employment and Artificial Intelligence in Japan," Discussion papers 18032, Research Institute of Economy, Trade and Industry (RIETI).
    967. Jacob, Tinu Iype & Paul, Sunil, 2024. "Labour income share, market power and automation: Evidence from an emerging economy," Structural Change and Economic Dynamics, Elsevier, vol. 69(C), pages 37-45.
    968. Daniele Angelini & Stefan Niemann & Florian Roeser, 2024. "Fiscal policy and human capital in the race against the machine," Working Paper Series of the Department of Economics, University of Konstanz 2024-01, Department of Economics, University of Konstanz.
    969. Yusuke Aoki & Joon Suk Park & Yuya Takada & Koji Takahashi, 2025. "Expecting job replacement by GenAI: effects on workers' economic outlook and behavior," BIS Working Papers 1269, Bank for International Settlements.
    970. Heyman, Fredrik & Norbäck, Pehr-Johan & Persson, Lars, 2021. "Automation, Work and Productivity: The Role of Firm Heterogeneity," Working Paper Series 1382, Research Institute of Industrial Economics, revised 09 Mar 2023.
    971. Canepa, Alessandra, "undated". "Two Decades On: Assessing the Impact of the Copenhagen Criteria on Environmental Performance in the 2004 EU Accession Countries," Department of Economics and Statistics Cognetti de Martiis. Working Papers 202501, University of Turin.
    972. Teimouri, Sheida & Zietz, Joachim, 2020. "Coping with deindustrialization: A panel study for early OECD countries," Structural Change and Economic Dynamics, Elsevier, vol. 54(C), pages 26-41.
    973. Sasaki, Hiroaki & Hagiwara, Takefumi & Pham, Huong & Fukatani, Noriki & Ogawa, Shogo & Okahara, Naoto, 2021. "How Does Automation Affect Economic Growth and Income Distribution in a Two-Class Economy?," MPRA Paper 106481, University Library of Munich, Germany.
    974. Guillaume Bazot & David Guerreiro, 2025. "A decomposition of the labor share decline in the US business sector," AMSE Working Papers 2503, Aix-Marseille School of Economics, France.
    975. Chen, Kaiming & Chen, Xiaoqian & Wang, Zhan-ao & Zvarych, Roman, 2024. "Does artificial intelligence promote common prosperity within enterprises? —Evidence from Chinese-listed companies in the service industry," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    976. Qingyang Wu, 2023. "Sustainable growth through industrial robot diffusion: Quasi‐experimental evidence from a Bartik shift‐share design," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 31(4), pages 1107-1133, October.
    977. Jaccoud, Florencia, 2025. "Robots & AI Exposure and Wage Inequality," MERIT Working Papers 2025-013, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    978. Chuan, A. & Zhang, W., 2021. "Non-College Occupations, Workplace Routinization, and the Gender Gap in College Enrollment," Cambridge Working Papers in Economics 2177, Faculty of Economics, University of Cambridge.
    979. João Amador & Cátia Silva, 2023. "A view on ICT and digitalization in Portuguese firms," Economic Bulletin and Financial Stability Report Articles and Banco de Portugal Economic Studies, Banco de Portugal, Economics and Research Department.
    980. Cerra,Valerie & Lama,Ruy & Loayza,Norman V., 2021. "Links between Growth, Inequality, and Poverty : A Survey," Policy Research Working Paper Series 9603, The World Bank.
    981. Kaizhi Yu & Yao Shi & Jiahan Feng, 2024. "The influence of robot applications on rural labor transfer," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-18, December.
    982. Chang, Qing & Wu, Mengtao & Zhang, Longtian, 2024. "Endogenous growth and human capital accumulation in a data economy," Structural Change and Economic Dynamics, Elsevier, vol. 69(C), pages 298-312.
    983. Daniel Andrei & Bruce I. Carlin, 2017. "Asset Pricing in the Quest for the New El Dorado," NBER Working Papers 23455, National Bureau of Economic Research, Inc.
    984. Campos, Nauro F. & De Grauwe, Paul & Ji, Yuemei, 2025. "Structural reforms and economic performance: the experience of advanced economies," LSE Research Online Documents on Economics 120870, London School of Economics and Political Science, LSE Library.
    985. Hui Tian & Jiaqi Qin & Chaoyin Cheng & Sohail Ahmad Javeed & Tiansi Chu, 2024. "Towards low‐carbon sustainable development under Industry 4.0: The influence of industrial intelligence on China's carbon mitigation," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(1), pages 455-480, February.
    986. Suhail, Faisal & Adel, Mouhand & Al-Emran, Mostafa & AlQudah, Adi Ahmad, 2024. "Are students ready for robots in higher education? Examining the adoption of robots by integrating UTAUT2 and TTF using a hybrid SEM-ANN approach," Technology in Society, Elsevier, vol. 77(C).
    987. Ben Armstrong & Elisabeth B. Reynolds, 2023. "A Middle Model of Economic Development? Revisiting the Economic Geography of Middle-Wage Occupations in the United States," Economic Development Quarterly, , vol. 37(4), pages 349-362, November.
    988. Miguel D. Ramirez, 2019. "Marx and Ricardo on machinery: a critical note," The European Journal of the History of Economic Thought, Taylor & Francis Journals, vol. 26(1), pages 81-100, January.
    989. Santos, Anabela Marques & Barbero, Javier & Salotti, Simone & Conte, Andrea, 2023. "Job creation and destruction in the digital age: Assessing heterogeneous effects across European Union countries," Economic Modelling, Elsevier, vol. 126(C).
    990. Giacomo Damioli & Vincent Van Roy & Daniel Vertesy, 2021. "The impact of artificial intelligence on labor productivity," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 11(1), pages 1-25, March.
    991. Malgorzata Skrzek-Lubasinska & Zofia Grodek-Szostak, 2020. "The Self-Employment Rate Index as a Measure of Economic Trends: Impact of Heterogeneity of the Self-Employed on the Quality of Indicators," European Research Studies Journal, European Research Studies Journal, vol. 0(Special 2), pages 483-501.
    992. Stiebale, Joel & Suedekum, Jens & Woessner, Nicole, 2024. "Robots and the rise of European superstar firms," International Journal of Industrial Organization, Elsevier, vol. 97(C).
    993. Dawei (David) Zhang & Gang Peng & Yuliang Yao & Tyson R. Browning, 2024. "Is a College Education Still Enough? The IT-Labor Relationship with Education Level, Task Routineness, and Artificial Intelligence," Information Systems Research, INFORMS, vol. 35(3), pages 992-1010, September.
    994. Giancarlo Cor? & Dejan Pejcic, 2018. "Cambiamento tecnologico e lavoro. gli impatti occupazionali di industria 4.0," ECONOMIA E SOCIET? REGIONALE, FrancoAngeli Editore, vol. 2018(1), pages 52-69.
    995. Bachmann, Ronald & Klauser, Roman, 2024. "How do workers react to increased job loss fears? The role of training and job mobility," Ruhr Economic Papers 1137, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    996. Zhengang Zhang & Peilun Li & Liangxiong Huang & Yichen Kang, 2024. "The impact of artificial intelligence on green transformation of manufacturing enterprises: evidence from China," Economic Change and Restructuring, Springer, vol. 57(4), pages 1-36, August.
    997. Balsmeier, Benjamin & Woerter, Martin, 2019. "Is this time different? How digitalization influences job creation and destruction," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    998. Łukasz Arendt & Eugeniusz Kwiatkowski, 2023. "Kontrowersje wokół wpływu nowoczesnych technologii na zatrudnienie i bezrobocie," Ekonomista, Polskie Towarzystwo Ekonomiczne, issue 2, pages 195-216.
    999. Badran, Mona Farid, 2019. "Technological Change and its Impact on the Labor Market in Egypt," 2nd Europe – Middle East – North African Regional ITS Conference, Aswan 2019: Leveraging Technologies For Growth 201735, International Telecommunications Society (ITS).
    1000. Tao, Weiliang & Weng, Shimei & Chen, Xueli & ALHussan, Fawaz Baddar & Song, Malin, 2024. "Artificial intelligence-driven transformations in low-carbon energy structure: Evidence from China," Energy Economics, Elsevier, vol. 136(C).
    1001. Pedro H. Albuquerque & Sophie Albuquerque, 2023. "Framing Cognitive Machines: A Sociotechnical Taxonomy," AMSE Working Papers 2323, Aix-Marseille School of Economics, France.
    1002. Changqing Lin & Shengpeng Xiao & Pingjuan Tang, 2024. "Does Artificial Intelligence Improve Export Technical Complexity Upgrade of Manufacturing Enterprises? Evidence from China," SAGE Open, , vol. 14(3), pages 21582440241, July.
    1003. Fedorets Alexandra & Kirchner Stefan & Adriaans Jule & Giering Oliver, 2022. "Data on Digital Transformation in the German Socio-Economic Panel," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 242(5-6), pages 691-705, December.
    1004. Roberta Capello & Simona Ciappei & Camilla Lenzi, 2024. "Unveiling the automation—wage inequality nexus within and across regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 73(4), pages 1729-1756, December.
    1005. Keqi Huang & Julan Du & Jiawu Dai, 2023. "Higher education expansion and robot imports: evidence from China," Economic Change and Restructuring, Springer, vol. 56(6), pages 4339-4369, December.
    1006. Giovanni Gallipoli & Christos A. Makridis, 2017. "Structural Transformation and the Rise of Information Technology," Working Paper series 17-30, Rimini Centre for Economic Analysis.
    1007. Jay Dixon & Bryan Hong & Lynn Wu, 2021. "The Robot Revolution: Managerial and Employment Consequences for Firms," Management Science, INFORMS, vol. 67(9), pages 5586-5605, September.
    1008. Bertschek, Irene & Arnold, Daniel & Erdsiek, Daniel & Nicolay, Katharina & Bieber, Daniel & Kreutzer, Elena, 2018. "Arbeiten 4.0 - Chancen und Herausforderungen für Luxemburg. Studie im Auftrag von Arbeitsministerium, Handelskammer, Arbeitnehmerkammer Luxemburg," ZEW Expertises, ZEW - Leibniz Centre for European Economic Research, number 181909, February.
    1009. Ugur, Mehmet, 2024. "Effects of innovation and markups on employment and labour share in OECD industries," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 221-234.
    1010. Timothy F. Slaper, 2019. "Automation and Offshoring in Durable Goods Manufacturing: An Indiana Case Study," Economic Development Quarterly, , vol. 33(1), pages 19-38, February.
    1011. Germana Bottone, 2018. "A tax on robots? Some food for thought," Working Papers wp2018-3, Ministry of Economy and Finance, Department of Finance.
    1012. Faber, Marius, 2018. "Robots and reshoring: Evidence from Mexican local labor markets," Working papers 2018/27, Faculty of Business and Economics - University of Basel.
    1013. Uluc Aysun & Sami Alpanda, 2023. "The cyclicality of income distribution and innovation induced growth," Working Papers 2023-01, University of Central Florida, Department of Economics.
    1014. Ke-Liang Wang & Ting-Ting Sun & Ru-Yu Xu, 2023. "The impact of artificial intelligence on total factor productivity: empirical evidence from China’s manufacturing enterprises," Economic Change and Restructuring, Springer, vol. 56(2), pages 1113-1146, April.
    1015. Hanno Lorenz & Fabian Stephany & Jan Kluge, 2023. "The future of employment revisited: how model selection affects digitization risks," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 50(2), pages 323-350, May.
    1016. Chigusa Okamoto, 2019. "The effect of automation levels on US interstate migration," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 63(3), pages 519-539, December.
    1017. Zhang, Yun & Samaniego, Roberto & Rodrigo, Rodimiro, 2025. "Robots and Inequality Between and Within Occupations," SocArXiv gtbm4_v1, Center for Open Science.
    1018. Alguacil Marí, María Teresa & Lo Turco, Alessia & Martínez-Zarzoso, Inmaculada, 2020. "What is so special about robots and trade?," University of Göttingen Working Papers in Economics 410, University of Goettingen, Department of Economics.
    1019. Zou, Jing & Deng, Xiaojun, 2022. "To inhibit or to promote: How does the digital economy affect urban migrant integration in China?," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    1020. Long, Guoren & Duan, Dingyun & Wang, Hua & Chen, Shaojian, 2024. "The impact of industrial robots on low-carbon green performance: Evidence from the belt and road initiative countries," Technology in Society, Elsevier, vol. 79(C).
    1021. Walkowiak, Emmanuelle, 2021. "Neurodiversity of the workforce and digital transformation: The case of inclusion of autistic workers at the workplace," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    1022. Li, Daiyue & Jin, Yanhong & Cheng, Mingwang, 2024. "Unleashing the power of industrial robotics on firm productivity: Evidence from China," Journal of Economic Behavior & Organization, Elsevier, vol. 224(C), pages 500-520.
    1023. Di Tommaso, Marco R. & Prodi, Elena & Pollio, Chiara & Barbieri, Elisa, 2023. "Conceptualizing and measuring “industry resilience”: Composite indicators for postshock industrial policy decision-making," Socio-Economic Planning Sciences, Elsevier, vol. 85(C).
    1024. Lucas Parmentier, 2024. "Robotization and returns to tasks [Robotisation et rendement des tâches de travail]," Post-Print hal-04924941, HAL.
    1025. Rustam Jamilov, 2022. "Social Capital and Monetary Policy," Discussion Papers 2219, Centre for Macroeconomics (CFM).
    1026. Huang, Geng & He, Ling-Yun & Lin, Xi, 2022. "Robot adoption and energy performance: Evidence from Chinese industrial firms," Energy Economics, Elsevier, vol. 107(C).
    1027. Mustafa Dogan & Alexandre Jacquillat & Pinar Yildirim, 2024. "Strategic automation and decision‐making authority," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 33(1), pages 203-246, January.
    1028. Luke Petach & Anastasia Wilson, 2024. "The Rise of Guard Labor in the United States: Evidence from Local Labor Markets," Review of Radical Political Economics, Union for Radical Political Economics, vol. 56(2), pages 185-213, June.
    1029. Wenyi Lu & Siyuan Fan, 2024. "Drinking in despair: Unintended consequences of automation in China," Health Economics, John Wiley & Sons, Ltd., vol. 33(9), pages 2088-2104, September.
    1030. Massimo Anelli & Osea Giuntella & Luca Stella, 2024. "Robots, Marriageable Men, Family, and Fertility," Journal of Human Resources, University of Wisconsin Press, vol. 59(2), pages 443-469.
    1031. Michael J. Andrews & Aaron K. Chatterji & Scott Stern, 2021. "Introduction: Beyond 140 Characters," NBER Chapters, in: The Role of Innovation and Entrepreneurship in Economic Growth, pages 1-28, National Bureau of Economic Research, Inc.
    1032. Giorgio Cutuli & Alessio Tomelleri, 2023. "Returns to ICT Skills Use and Labour Market Institutions," FBK-IRVAPP Working Papers 2023-02, Research Institute for the Evaluation of Public Policies (IRVAPP), Bruno Kessler Foundation.
    1033. Glitz, Albrecht & Rapoport, Hillel, 2024. "Introduction to the Labour Economics special issue on immigration economics," Labour Economics, Elsevier, vol. 87(C).
    1034. Wang, Weilong & Xiao, Deheng & Wang, Jianlong & Wu, Haitao, 2024. "The cost of pollution in the digital era: Impediments of air pollution on enterprise digital transformation," Energy Economics, Elsevier, vol. 134(C).
    1035. Shohei Momoda & Takayuki Ogawa & Ryosuke Shimizu, 2024. "Automation and Growth Patterns in an Open Economy," KIER Working Papers 1109, Kyoto University, Institute of Economic Research.
    1036. Yining Zhang & Zhong Wu, 2021. "Intelligence and Green Total Factor Productivity Based on China’s Province-Level Manufacturing Data," Sustainability, MDPI, vol. 13(9), pages 1-16, April.
    1037. Piotr Lewandowski & Wojciech Szymczak, 2024. "Automation, Trade Unions and Involuntary Atypical Employment," IBS Working Papers 02/2024, Instytut Badan Strukturalnych.
    1038. Jelena Reljic & Rinaldo Evangelista & Mario Pianta, 2019. "Digital technologies, employment and skills," LEM Papers Series 2019/36, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    1039. DeStefano, Timothy & Timmis, Jonathan, 2024. "Robots and export quality," Journal of Development Economics, Elsevier, vol. 168(C).
    1040. Jiayu Ou & Zhiqiang Zheng & Xiaojing Ou & Naili Zhang, 2024. "Smart City Construction, Artificial Intelligence Development, and the Quality of Export Products: A Study Based on Micro-Level Data of Chinese Enterprises," Sustainability, MDPI, vol. 16(19), pages 1-25, October.
    1041. Sandrini, Luca, 2021. "Incentives for labour-augmenting innovations in vertical markets: The role of wage rate," International Journal of Industrial Organization, Elsevier, vol. 75(C).
    1042. Aikaterini Manthiou & Phil Klaus & Volker G. Kuppelwieser & William Reeves, 2021. "Man vs machine: examining the three themes of service robotics in tourism and hospitality," Electronic Markets, Springer;IIM University of St. Gallen, vol. 31(3), pages 511-527, September.
    1043. Davit Gondauri, 2025. "The Impact of Socio-Economic Challenges and Technological Progress on Economic Inequality: An Estimation with the Perelman Model and Ricci Flow Methods," Papers 2501.00800, arXiv.org.
    1044. Lin, Changqing & Xiao, Shengpeng & Yin, Zihui, 2022. "How do industrial robots applications affect the quality upgrade of Chinese export trade?," Telecommunications Policy, Elsevier, vol. 46(10).
    1045. Kanit Sangsubhan & Kumpon Pornpattanapaisankul & Pisacha Kambuya, 2023. "Automation and Productivity: Evidence from Thai Manufacturing Firms," PIER Discussion Papers 199, Puey Ungphakorn Institute for Economic Research.
    1046. Azmeh, Shamel & Nguyen, Huong & Kuhn, Marlene, 2022. "Automation and industrialisation through global value chains: North Africa in the German automotive wiring harness industry," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 125-138.
    1047. Nicolas van Zeebroeck, 2019. "Actes du 23ème Congrès des Economistes: Commission Digitalisation, Robots et Emploi," ULB Institutional Repository 2013/305429, ULB -- Universite Libre de Bruxelles.
    1048. Schwarzbauer, Wolfgang & Strohner, Ludwig & Thomas, Tobias, 2018. "Roboter: Auswirkungen auf den Arbeitsmarkt sowie wirtschafts- und sozialpolitische Implikationen," Policy Notes 24, EcoAustria – Institute for Economic Research.
    1049. Peng Liang & Xinhui Sun & Luzhuang Qi, 2024. "Does artificial intelligence technology enhance green transformation of enterprises: based on green innovation perspective," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(8), pages 21651-21687, August.
    1050. Mann, Katja & Pozzoli, Dario, 2024. "Robots and immigration," Journal of Economic Behavior & Organization, Elsevier, vol. 227(C).
    1051. Muendler, Marc-Andreas, 2017. "Trade, technology, and prosperity: An account of evidence from a labor-market perspective," WTO Staff Working Papers ERSD-2017-15, World Trade Organization (WTO), Economic Research and Statistics Division.
    1052. Andrés César & Guillermo Falcone & Pablo Garriga, 2022. "Robots, Exports and Top Income Inequality: Evidence for the U.S," CEDLAS, Working Papers 0307, CEDLAS, Universidad Nacional de La Plata.
    1053. Chen, Jia & Wang, Ning & Lin, Tongzhi & Liu, Baoliu & Hu, Jin, 2024. "Shock or empowerment? Artificial intelligence technology and corporate ESG performance," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 1080-1096.
    1054. Van Roy, Vincent & Vértesy, Dániel & Vivarelli, Marco, 2018. "Technology and employment: Mass unemployment or job creation? Empirical evidence from European patenting firms," Research Policy, Elsevier, vol. 47(9), pages 1762-1776.
    1055. Wright, Scott A. & Schultz, Ainslie E., 2018. "The rising tide of artificial intelligence and business automation: Developing an ethical framework," Business Horizons, Elsevier, vol. 61(6), pages 823-832.
    1056. Thomas Kurer & Aina Gallego & Nikolas Schöll, 2018. "Neither Left-Behind nor Superstar: Ordinary Winners of Digitalization at the Ballot Box," Working Papers 1063, Barcelona School of Economics.
    1057. Ioramashvili, Carolin, 2024. "Technological invention and local labour markets: Evidence from France, Germany and the UK," Research Policy, Elsevier, vol. 53(7).
    1058. Fan, Haichao & Hu, Yichuan & Tang, Lixin, 2021. "Labor costs and the adoption of robots in China," Journal of Economic Behavior & Organization, Elsevier, vol. 186(C), pages 608-631.
    1059. García-Vega, María, 2022. "R&D restructuring during the Great Recession and young firms," International Journal of Industrial Organization, Elsevier, vol. 81(C).
    1060. Brian Kogelmann, 2025. "Creative Destruction and the Autonomous Life," Journal of Business Ethics, Springer, vol. 197(4), pages 659-671, April.
    1061. Camiña, Ester & Díaz-Chao, Ángel & Torrent-Sellens, Joan, 2020. "Automation technologies: Long-term effects for Spanish industrial firms," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    1062. Alessandra Bonfiglioli & Rosario Crinò & Mattia Filomena & Gino Gancia, 2025. "Comparative Advantage in AI-Intensive Industries: Evidence from US Imports," CESifo Working Paper Series 11642, CESifo.
    1063. Destefanis, Sergio & Rehman, Naqeeb Ur, 2023. "Investment, innovation activities and employment across European regions," Structural Change and Economic Dynamics, Elsevier, vol. 65(C), pages 474-490.
    1064. Valentina Gonzalez‐Rostani, 2024. "Engaged robots, disengaged workers: Automation and political alienation," Economics and Politics, Wiley Blackwell, vol. 36(3), pages 1703-1730, November.
    1065. Ramirez Valdebenito Carlos & Gherghina Elena Madalina, 2022. "The Pandemic Impact On The Dynamic Of Employment In Developing Countries In The Context Of Vulnerability And Inequality. The Case Of Bulgaria And Romania," Annals - Economy Series, Constantin Brancusi University, Faculty of Economics, vol. 1, pages 5-14, February.
    1066. J.S. Keshminder & Md Aslam Mia & Mohammad Nourani & Miao Zhang, 2022. "Gig employment in the Malaysian manufacturing industry: a cross‐sectional analysis," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 36(1), pages 48-66, May.
    1067. Asian Bank, 2018. "Asian Development Outlook (ADO) 2018: How Technology Affects Jobs," Working Papers id:12717, eSocialSciences.
    1068. Bill Dupor & Rodrigo Guerrero, 2021. "The Aggregate And Local Economic Effects Of Government Financed Health Care," Economic Inquiry, Western Economic Association International, vol. 59(2), pages 662-670, April.
    1069. Zi Hui Yin & Ting Hui Zhang & Chang Hwan Choi, 2023. "Toward sustainable development: Does digitalization narrow the gender gap in the labor market?," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(5), pages 3528-3539, October.
    1070. Mironov, V. & Kuznetsov, A. & Konovalova, L., 2024. "On the sectoral effects of digitalization based on new indicators by type of economic activity," Journal of the New Economic Association, New Economic Association, vol. 62(1), pages 143-179.
    1071. Jurkat, Anne & Klump, Rainer & Schneider, Florian, 2023. "Robots and Wages: A Meta-Analysis," EconStor Preprints 274156, ZBW - Leibniz Information Centre for Economics.
    1072. Ugo Colombino & Nizamul Islam, 2022. "The “Robot Economy†and optimal tax-transfer reforms," CHILD Working Papers Series 101 JEL Classification: H, Centre for Household, Income, Labour and Demographic Economics (CHILD) - CCA.
    1073. Makridis, Christos A. & Han, Joo Hun, 2021. "Future of work and employee empowerment and satisfaction: Evidence from a decade of technological change," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    1074. Robert Plant & Manuel S. Santos & Tarek Sayed, 2017. "Computerization, Composition of Employment, and Structure of Wages," Working Papers 2017-09, University of Miami, Department of Economics.
    1075. Dekle, Robert, 2020. "Robots and industrial labor: Evidence from Japan," Journal of the Japanese and International Economies, Elsevier, vol. 58(C).
    1076. Italo Colantone, 2025. "Comment on "Robotization and the Political Response of Politicians"," NBER Chapters, in: The Political Economy of Artificial Intelligence, National Bureau of Economic Research, Inc.
    1077. Ayako Obashi & Fukunari Kimura, 2021. "New Developments in International Production Networks: Impact of Digital Technologies," Asian Economic Journal, East Asian Economic Association, vol. 35(2), pages 115-141, June.
    1078. Tianjian Yang & Minghui Han & Yilin Zhong & Junhao Zhong & Qinghua Zhang, 2023. "Relationship between financial development and intelligent transformation of manufacturing: evidence from 69 countries," Economic Change and Restructuring, Springer, vol. 56(5), pages 3437-3474, October.
    1079. Wang, Heting & Wang, Huijuan & Guan, Rong, 2024. "Digitalization of industries and labor mobility in China," China Economic Review, Elsevier, vol. 87(C).
    1080. Nicole Wu, 2023. "“Restrict foreigners, not robots”: Partisan responses to automation threat," Economics and Politics, Wiley Blackwell, vol. 35(2), pages 505-528, July.
    1081. Àlena V. Vankevich & Iryna N. Kalinouskaya, 2024. "Digitalisation and jobs: The case of organisations in the Vitebsk area of Belarus," Journal of New Economy, Ural State University of Economics, vol. 25(4), pages 106-126, December.
    1082. Casas, Pablo & Román, Concepción, 2023. "Early retired or automatized? Evidence from the survey of health, ageing and retirement in Europe," The Journal of the Economics of Ageing, Elsevier, vol. 24(C).
    1083. Bernardo Caldarola & Luca Fontanelli, 2024. "Cloud technologies, firm growth and industry concentration: Evidence from France," LEM Papers Series 2024/25, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    1084. Kikuchi, Shinnosuke & Fujiwara, Ippei & Shirota, Toyoichiro, 2024. "Automation and disappearing routine occupations in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 74(C).
    1085. Yanying Wang & Qingyang Wu, 2024. "Robots, firm relocation, and air pollution: unveiling the unintended spatial spillover effects of emerging technology," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-17, December.
    1086. Gustavo de Souza, 2020. "Employment and Welfare Effects of the Quota for Disabled Workers in Brazil," Working Paper Series WP 2023-11, Federal Reserve Bank of Chicago.
    1087. Corneo, Giacomo, 2020. "Progressive Sovereign Wealth Funds," CEPR Discussion Papers 14746, C.E.P.R. Discussion Papers.
    1088. Flavio Calvino & Luca Fontanelli, 2024. "AI Users Are Not All Alike: The Characteristics of French Firms Buying and Developing AI," CESifo Working Paper Series 11466, CESifo.
    1089. Chen, Chinchih & Frey, Carl Benedikt & Presidente, Giorgio, 2022. "Automation or globalization? The impacts of robots and Chinese imports on jobs in the United Kingdom," Journal of Economic Behavior & Organization, Elsevier, vol. 204(C), pages 528-542.
    1090. Monica Mihaela Maer Matei & Cristina Mocanu & Ana Maria Zamfir & Anamaria Nastasa, 2023. "Implications of Digitalisation on Skill Needs in a Sustainable Economy," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 25(S17), pages 1115-1115, November.
    1091. Pașa Adina Teodora & Picatoste Xose & Gherghina Elena Mădălina, 2022. "Financial Literacy and Economic Growth: How Eastern Europe is Doing?," Economics - The Open-Access, Open-Assessment Journal, De Gruyter, vol. 16(1), pages 27-42, January.
    1092. Anna D’Ambrosio & Roberto Leombruni & Tiziano Razzolini, 2025. "Does far-right populism affect immigrants’ working conditions?," Journal of Population Economics, Springer;European Society for Population Economics, vol. 38(1), pages 1-31, March.
    1093. Woo, Jaejoon, 2023. "Financial crises and inequality: New evidence from a panel of 17 advanced economies," The Journal of Economic Asymmetries, Elsevier, vol. 28(C).
    1094. Ndubuisi, Gideon & Avenyo, Elvis, 2018. "Estimating the effects of robotization on exports," MERIT Working Papers 2018-046, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    1095. Wei Geng & Xiaoqian Liu & Xianchun Liao, 2024. "Mechanism analysis of the influence of intelligent manufacturing on carbon emission intensity: evidence from cross country and industry," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(6), pages 15777-15801, June.
    1096. Edouard Ribes, 2021. "Where are the opportunities for growth in the professional services space?," Papers 2105.02781, arXiv.org.
    1097. Stefano Iandolo & Anna Maria Ferragina, 2023. "Innovate to Resist: Are Innovators Shielded from External Shocks?," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 9(3), pages 997-1025, November.
    1098. Paulo Bastos & Katherine Stapleton & Daria Taglioni & Wei,Hannah Yi, 2024. "Firm Networks and Global Technology Diffusion," Policy Research Working Paper Series 10905, The World Bank.
    1099. de Souza, Gustavo, 2022. "The Labor Market Consequences of Appropriate Technology," CEPREMAP Working Papers (Docweb) 2208, CEPREMAP.
    1100. Jesus Felipe & Donna Faye Bajaro & Gemma Estrada & John McCombie, 2020. "What do tests of the relationship between employment and technical progress hide?," PSL Quarterly Review, Economia civile, vol. 73(295), pages 367-392.
    1101. Yang, Siying & Liu, Fengshuo, 2024. "Impact of industrial intelligence on green total factor productivity: The indispensability of the environmental system," Ecological Economics, Elsevier, vol. 216(C).

  23. Daron Acemoglu & Pascual Restrepo, 2017. "Secular Stagnation? The Effect of Aging on Economic Growth in the Age of Automation," NBER Working Papers 23077, National Bureau of Economic Research, Inc.

    Cited by:

    1. MONGELLI Ignazio & CISCAR MARTINEZ Juan Carlos, 2018. "Economic consequences of zero international migration in the EU: An assessment for Europe based on the Eurostat population projections," JRC Research Reports JRC109196, Joint Research Centre.
    2. Chadha J. S. & Samiri, I., 2024. "Macroeconomic Perspectives on Productivity," Cambridge Working Papers in Economics 2437, Faculty of Economics, University of Cambridge.
    3. Matthias Doepke & Anne Hannusch & Fabian Kindermann & Michèle Tertilt, 2022. "The Economics of Fertility: A New Era," Working Papers 2022-012, Human Capital and Economic Opportunity Working Group.
    4. Abeliansky, Ana Lucia & Prettner, Klaus, 2020. "Automation and Demographic Change," GLO Discussion Paper Series 518, Global Labor Organization (GLO).
    5. Philippe Aghion & Céline Antonin, 2018. "Technical progress and growth since the crisis," SciencePo Working papers Main hal-03384666, HAL.
    6. Osathanunkul, Rossarin & Dumrong, Pasinee & Yamaka, Woraphon & Maneejuk, Paravee, 2023. "The nonlinear impacts of aging labor and government health expenditures on productivity in ASEAN+3 economies," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 450-470.
    7. Francesco D'Amuri & Marta De Philippis & Elisa Guglielminetti & Salvatore Lo Bello, 2021. "Natural unemployment and activity rates: flow-based determinants and implications for price dynamics," Questioni di Economia e Finanza (Occasional Papers) 599, Bank of Italy, Economic Research and International Relations Area.
    8. Colin Davis & Ken-ichi Hashimoto & Ken Tabata, 2020. "Demographic Structure, Knowledge Diffusion, and Endogenous Productivity Growth," ISER Discussion Paper 1113, Institute of Social and Economic Research, The University of Osaka.
    9. Carmen Herrero & Ricardo Martínez & Antonio Villar, 2017. "Population Structure And The Human Development Index," Working Papers 17.08, Universidad Pablo de Olavide, Department of Economics.
    10. Siyan Chen & Saul Desiderio, 2023. "An agent-based framework for the analysis of the macroeconomic effects of population aging," Journal of Evolutionary Economics, Springer, vol. 33(2), pages 393-427, April.
    11. Devriendt, Willem & Heylen, Freddy, 2020. "Macroeconomic and distributional effects of demographic change in an open economy—the case of Belgium," Journal of Demographic Economics, Cambridge University Press, vol. 86(1), pages 87-124, March.
    12. Goldin, Ian & Koutroumpis, Pantelis & Lafond, François & Winkler, Julian, 2020. "Why is productivity slowing down?," MPRA Paper 99172, University Library of Munich, Germany.
    13. Auclert, Adrien & Malmberg, Hannes & Martenet, Frederic & Rognlie, Matthew, 2021. "Demographics, Wealth, and Global Imbalances in the Twenty-First Century," CEPR Discussion Papers 16470, C.E.P.R. Discussion Papers.
    14. Piotr F. Borowski, 2021. "Significance and Directions of Energy Development in African Countries," Energies, MDPI, vol. 14(15), pages 1-19, July.
    15. Basso, Henrique S. & Jimeno, Juan F., 2021. "From secular stagnation to robocalypse? Implications of demographic and technological changes," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 833-847.
    16. Gilles Dufrénot & Mathilde Esposito & Eva Moreno Galbis, 2024. "Demographic Winter, Economic Structure and Productivity in Japan," Working Papers hal-04752424, HAL.
    17. Börsch-Supan, Axel & Hunkler, Christian & Weiss, Matthias, 2021. "Big data at work: Age and labor productivity in the service sector," The Journal of the Economics of Ageing, Elsevier, vol. 19(C).
    18. Andrea Borsato, 2021. "Does the Secular Stagnation hypothesis match with data? Evidence from USA," Working Papers of BETA 2021-11, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    19. Yoici Arai & Taisuke Otsu & Mengshan Xu, 2022. "GLS under monotone heteroskedasticity," STICERD - Econometrics Paper Series 625, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    20. Yayun Ren & Jian Yu & Guanglai Zhang & Chang Zhang & Wenmei Liao, 2023. "The Short- and Long-Run Impacts of Air Pollution on Human Health: New Evidence from China," IJERPH, MDPI, vol. 20(3), pages 1-23, January.
    21. Jiang Youxue & Shimei, 2022. "How digital finance affects income distribution: Evidence from 280 cities in China," PLOS ONE, Public Library of Science, vol. 17(5), pages 1-19, May.
    22. Hagiwara, Takefumi, 2025. "Aging and its macroeconomic consequences: An inverted U-shaped endogenous economic growth," MPRA Paper 124598, University Library of Munich, Germany.
    23. Carioli, Paolo & Czarnitzki, Dirk & Fernández, Gastón P., 2024. "Evidence on the adoption of Artificial Intelligence: The role of skills shortage," ZEW Discussion Papers 24-013, ZEW - Leibniz Centre for European Economic Research.
    24. Tsoulfidis, Lefteris & Tsaliki, Persefoni, 2021. "The Long Recession and Economic Consequences of the COVID-19 Pandemic," MPRA Paper 107646, University Library of Munich, Germany.
    25. Iacono, Roberto, 2017. "The Nordic model of economic development: Shocks, reforms and future prospects," IPE Working Papers 87/2017, Berlin School of Economics and Law, Institute for International Political Economy (IPE).
    26. Trunin, Pavel (Трунин, Павел) & Bozhechkova, Alexandra (Божечкова, Александра) & Petrova, Diana (Петрова, Диана) & Chaikina, Anastasiia (Чайкина, Анастасия) & Nikanorov, Ivan (Никаноров, Иван), 2018. "Analysis of Approaches to Studying the Problem of Long-Term Stagnation in Modern Economies [Анализ Подходов К Изучению Проблемы Долговременной Стагнации В Современных Экономиках]," Working Papers 031810, Russian Presidential Academy of National Economy and Public Administration.
    27. Murach, Michael & Wagner, Helmut & Kim, Jungsuk & Park, Donghyun, 2022. "Trajectories to high income: Comparing the growth dynamics in China, South Korea, and Japan with cointegrated VAR models," Structural Change and Economic Dynamics, Elsevier, vol. 62(C), pages 492-511.
    28. Kuhn, Michael & Prettner, Klaus, 2020. "Rising longevity, increasing the retirement age, and the consequences for knowledge-based long-run growth," GLO Discussion Paper Series 462, Global Labor Organization (GLO).
    29. Lee, Jong-Wha & Song, Eunbi & Kwak, Do Won, 2020. "Aging labor, ICT capital, and productivity in Japan and Korea," Journal of the Japanese and International Economies, Elsevier, vol. 58(C).
    30. Butler, Alexander W. & Yi, Hanyi, 2022. "Aging and public financing costs: Evidence from U.S. municipal bond markets," Journal of Public Economics, Elsevier, vol. 211(C).
    31. Jiaoning Zhang & Xiaoyu Ma & Jiamin Liu, 2022. "How Can the Digital Economy and Human Capital Improve City Sustainability," Sustainability, MDPI, vol. 14(23), pages 1-18, November.
    32. Thieß Petersen & Martina Lizarazo López & Serguei Kaniovski & Thomas Url, 2020. "Makroökonomische Folgen der demografischen Alterung [Macroeconomic Consequences of Demographic Ageing: Simulations Until 2050]," Wirtschaftsdienst, Springer;ZBW - Leibniz Information Centre for Economics, vol. 100(12), pages 958-963, December.
    33. Federico Barbiellini & Matteo Gomellini & Lorenzon Incoronato & Paolo Piselli, 2020. "The Age-Productivity Profile:Long-Run Evidence from Italian Regions," RF Berlin - CReAM Discussion Paper Series 2019, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    34. Ngueuleweu Tiwang Gildas & Ningaye paul & Fon Dorothy Engwali, 2025. "Do demographic structure conditions sector contribution to economic growth? A machine learning approach," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(2), pages 2901-2941, February.
    35. Carl-Johan Dalgaard & Casper Worm Hansen & Holger Strulik, 2022. "Physiological aging around the World," PLOS ONE, Public Library of Science, vol. 17(6), pages 1-17, June.
    36. Chen, Hung-Ju & Miyazaki, Koichi, 2019. "Labor productivity, labor supply of the old, and economic growth," MPRA Paper 97372, University Library of Munich, Germany.
    37. Lee, Hyun-Hoon & Shin, Kwanho, 2019. "Nonlinear effects of population aging on economic growth," Japan and the World Economy, Elsevier, vol. 51(C), pages 1-1.
    38. Fukuda, Shin-ichi & Okumura, Koki, 2021. "The aging society, savings rates, and regional flow of funds in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 62(C).
    39. Peralta, Catarina & Gil, Pedro Mazeda, 2025. "Automation, education, and population: Dynamic effects in an OLG growth and fertility model," Journal of Economic Behavior & Organization, Elsevier, vol. 234(C).
    40. Frank T. Denton & Byron G. Spencer, 2017. "What Rates Of Productivity Growth Would Be Required To Offset The Effects Of Population Aging? A Study Of Twenty Industrialised Countries," Department of Economics Working Papers 2017-08, McMaster University.
    41. Daniele Angelini, 2023. "Aging Population and Technology Adoption," Working Paper Series of the Department of Economics, University of Konstanz 2023-01, Department of Economics, University of Konstanz.
    42. Park, Cyn-Young & Shin, Kwanho & Kikkawa, Aiko, 2020. "Demographic Change, Technological Advances, and Growth: A Cross-Country Analysis," ADB Economics Working Paper Series 617, Asian Development Bank.
    43. Ichiro Fukunaga & Yoshihiko Hogen & Yojiro Ito & Kenji Kanai & Satoshi Tsuchida, 2024. "Potential Growth in Japan: Issues on Its Relationship with Prices and Wages," Bank of Japan Working Paper Series 24-E-16, Bank of Japan.
    44. Scuotto, V. & Ballestra, L.V. & Cuomo, M.T. & Del Giudice, M., 2024. "Increasing lower incomes and reducing material deprivation: The beneficial role of social robots," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
    45. Awuni, Evans Tindana & Kemmerling, Achim, 2024. "Taking Gerschenkron to the Field: Attitudes towards Digitalization Hopes and Fears about the Future of Work in Ghana," Telecommunications Policy, Elsevier, vol. 48(2).
    46. Mathilde Esposito, 2024. "Workforce Aging and Potential Output Growth," Working Papers hal-04747557, HAL.
    47. Cheol Young Kim, 2024. "Innovation Resistance of Vulnerable Workers: Focusing on Corporate Financial Performance," SAGE Open, , vol. 14(3), pages 21582440241, August.
    48. Cylus, Jonathan & Al Tayara, Lynn, 2021. "Health, an ageing labour force, and the economy: Does health moderate the relationship between population age-structure and economic growth?," Social Science & Medicine, Elsevier, vol. 287(C).
    49. Annarita Baldanzi & Klaus Prettner & Paul Tscheuschner, 2019. "Longevity-induced vertical innovation and the tradeoff between life and growth," Journal of Population Economics, Springer;European Society for Population Economics, vol. 32(4), pages 1293-1313, October.
    50. Jin, Zhangfeng & Pan, Shiyuan, 2020. "Incentive Pay and Firm Productivity: Evidence from China," GLO Discussion Paper Series 479, Global Labor Organization (GLO).
    51. Alexandra Tsvetkova & Rudiger Ahrend & Joaquim Oliveira Martins & Alexander C. Lembcke & Polina Knutsson & Dylan Jong & Nikolaos Terzidis, 2020. "The spatial dimension of productivity: Connecting the dots across industries, firms and places," OECD Regional Development Working Papers 2020/01, OECD Publishing.
    52. Iñigo Calvo-Sotomayor & Ekhi Atutxa & Ricardo Aguado, 2020. "Who Is Afraid of Population Aging? Myths, Challenges and an Open Question from the Civil Economy Perspective," IJERPH, MDPI, vol. 17(15), pages 1-17, July.
    53. Manuel David Cruz & Daniele Tavani, 2022. "Secular Stagnation: A Classical-Marxian View," Working Papers PKWP2229, Post Keynesian Economics Society (PKES).
    54. Lee, Jaejoon, 2023. "Population aging in Korea: Importance of elderly workers," KDI Journal of Economic Policy, Korea Development Institute (KDI), vol. 45(2), pages 51-69.
    55. Tselmuun Tserenkhuu, 2023. "Population aging and economic growth: A semiparametric panel data analysis," Economics Bulletin, AccessEcon, vol. 43(1), pages 342-354.
    56. Jo, Wooyong & Nam, Hyoryung & Choi, Jeonghye, 2022. "Opening the OTC drug market: The effect of deregulation on retail pharmacy’s performance," International Journal of Research in Marketing, Elsevier, vol. 39(3), pages 847-866.
    57. Xiaoyu Bian & Guangsu Zhou, 2024. "The effects of robots on internal migration: Evidence from China," Journal of Regional Science, Wiley Blackwell, vol. 64(3), pages 840-865, June.
    58. Amaral, Pedro S., 2023. "The demographic transition and the asset supply channel," European Economic Review, Elsevier, vol. 151(C).
    59. Tsoulfidis, Lefteris & Tsaliki, Persefoni, 2021. "The Long Recession and the Economic Consequences of the Pandemic," MPRA Paper 107738, University Library of Munich, Germany.
    60. Zhou, Wei & Zhuang, Yan & Chen, Yan, 2024. "How does artificial intelligence affect pollutant emissions by improving energy efficiency and developing green technology," Energy Economics, Elsevier, vol. 131(C).
    61. Shangmei Zhao & Jiang He & Haijun Yang, 2018. "Population Ageing, Financial Deepening and Economic Growth: Evidence from China," Sustainability, MDPI, vol. 10(12), pages 1-15, December.
    62. Chia‐Hui Lu, 2023. "The macroeconomic impact of automation: Applications to elderly care," Contemporary Economic Policy, Western Economic Association International, vol. 41(4), pages 674-695, October.
    63. Joyce Hsieh, 2023. "Population aging and wealth inequality," Economic Change and Restructuring, Springer, vol. 56(6), pages 4223-4252, December.
    64. Iñigo Calvo-Sotomayor & Jon Paul Laka & Ricardo Aguado, 2019. "Workforce Ageing and Labour Productivity in Europe," Sustainability, MDPI, vol. 11(20), pages 1-16, October.
    65. Jia, Nan & Yan, Xueling & Yu, Shule, 2024. "Does increasing robot density exacerbate wealth inequality?," Journal of Asian Economics, Elsevier, vol. 95(C).
    66. Jakob B. Madsen, 2024. "The Aging Society: Is Growth Reverting to Pre-Industrial Levels in the 21st Century?," CAMA Working Papers 2024-61, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    67. Masuch, Klaus & Anderton, Robert & Setzer, Ralph & Benalal, Nicholai, 2018. "Structural policies in the euro area," Occasional Paper Series 210, European Central Bank.
    68. Park, Cyn-Young & Shin, Kwanho & Kikkawa, Aiko, 2021. "Aging, automation, and productivity in Korea1," Journal of the Japanese and International Economies, Elsevier, vol. 59(C).
    69. Kotschy, Rainer & Sunde, Uwe, 2018. "Can education compensate the effect of population ageing on macroeconomic performance?," Munich Reprints in Economics 62876, University of Munich, Department of Economics.
    70. Ben J. Heijdra & Klaus Prettner, 2020. "Putting People Back into the Picture: Some Studies in Demographic Economics," De Economist, Springer, vol. 168(2), pages 147-152, June.
    71. Wang, Wenhao & Xu, Tao & Liu, Xiaoyi & Sun, Yongkun, 2023. "FDI inflows and income inequality: A Schumpeterian economic growth," International Review of Economics & Finance, Elsevier, vol. 83(C), pages 805-820.
    72. Stähler, Nikolai, 2021. "The Impact of Aging and Automation on the Macroeconomy and Inequality," Journal of Macroeconomics, Elsevier, vol. 67(C).
    73. Qianqian Guo & Zhifang Su, 2023. "The Application of Industrial Robot and the High-Quality Development of Manufacturing Industry: From a Sustainability Perspective," Sustainability, MDPI, vol. 15(16), pages 1-26, August.
    74. Andrea Borsato & André Lorentz, 2023. "Data production and the coevolving AI trajectories: an attempted evolutionary model," Post-Print hal-04401798, HAL.
    75. Gregori Galofré-Vilà & Martin McKee & David Stuckler, 2022. "Quantifying the mortality impact of the 1935 old-age assistance," European Review of Economic History, European Historical Economics Society, vol. 26(1), pages 62-77.
    76. Mauri Kotamaki & Jonne Lehtimaki, 2024. "Getting too old for this: Economic effects of ageing population in Finland," Discussion Papers 168, Aboa Centre for Economics.
    77. Piyachart Phiromswad & Sabin Srivannaboon & Pattarake Sarajoti, 2022. "The interaction effects of automation and population aging on labor market," PLOS ONE, Public Library of Science, vol. 17(2), pages 1-16, February.
    78. Steven Bond‐Smith, 2019. "The Decades‐Long Dispute Over Scale Effects In The Theory Of Economic Growth," Journal of Economic Surveys, Wiley Blackwell, vol. 33(5), pages 1359-1388, December.
    79. Bruce Fallick & Christopher L. Foote, 2022. "The Impact of the Age Distribution on Unemployment: Evidence from US States," Working Papers 22-27, Federal Reserve Bank of Cleveland.
    80. Dauth, Wolfgang & Findeisen, Sebastian & Südekum, Jens & Wößner, Nicole, 2017. "German robots - the impact of industrial robots on workers," IAB-Discussion Paper 201730, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    81. Kexu Wu & Zhiwei Tang & Longpeng Zhang, 2022. "Population Aging, Industrial Intelligence and Export Technology Complexity," Sustainability, MDPI, vol. 14(20), pages 1-24, October.
    82. Ping Han & Tingting He & Can Feng & Yihan Wang, 2024. "Research on Whether Artificial Intelligence Affects Industrial Carbon Emission Intensity Based on the Perspective of Industrial Structure and Government Intervention," Sustainability, MDPI, vol. 16(21), pages 1-19, October.
    83. Zhou, Yang & Wang, Heng & Qiu, Huanguang, 2023. "Population aging reduces carbon emissions: Evidence from China's latest three censuses," Applied Energy, Elsevier, vol. 351(C).
    84. Burkhard Heer & Andreas Irmen & Bernd Süssmuth, 2023. "Explaining the decline in the US labor share: taxation and automation," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 30(6), pages 1481-1528, December.
    85. Jiang, Dequan & Lan, Meng & Li, Weiping & Shen, Yongjian, 2024. "Threat or opportunity? Unveiling the impact of population aging on corporate labor investment efficiency," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).
    86. Dong-Hyeon Kim & Peiyao Liu & Shu-Chin Lin, 2024. "The moderating role of financial development in the nexus between population aging and saving," Economic Change and Restructuring, Springer, vol. 57(2), pages 1-32, April.
    87. Karen Dynan, 2018. "Adapting tax systems for population aging," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 53(2), pages 66-71, April.
    88. Julius Probst, 2019. "Lawrence Summers Deserves a Nobel Prize for Reviving the Theory of Secular Stagnation," Econ Journal Watch, Econ Journal Watch, vol. 16(2), pages 342–373-3, September.
    89. Xu, Shaofeng & Liu, Tao & Liu, Fengliang, 2024. "On the role of automation in an epidemic," Journal of Economic Dynamics and Control, Elsevier, vol. 160(C).
    90. Rude, Johanna, 2024. "Demographic Change, Automation and the Role of Education," MPRA Paper 120876, University Library of Munich, Germany.
    91. Paula Prenzel & Simona Iammarino, 2021. "Labor Force Aging and the Composition of Regional Human Capital," Economic Geography, Taylor & Francis Journals, vol. 97(2), pages 140-163, March.
    92. Fukuda, Shin-ichi & Okumura, Koki, 2020. "Regional convergence under declining population: The case of Japan," Japan and the World Economy, Elsevier, vol. 55(C).
    93. Bofinger, Peter & Schnabel, Isabel & Feld, Lars P. & Schmidt, Christoph M. & Wieland, Volker, 2017. "Für eine zukunftsorientierte Wirtschaftspolitik. Jahresgutachten 2017/18 [Towards a Forward-Looking Economic Policy. Annual Report 2017/18]," Annual Economic Reports / Jahresgutachten, German Council of Economic Experts / Sachverständigenrat zur Begutachtung der gesamtwirtschaftlichen Entwicklung, volume 127, number 201718, January.
    94. Erling Barth & Alex Bryson & Harald Dale-Olsen, 2022. "Creative Disruption – Technology innovation, labour demand and the pandemic," DoQSS Working Papers 22-07, Quantitative Social Science - UCL Social Research Institute, University College London.
    95. Klaus Gründler & Niklas Potrafke, 2023. "Population Aging, Retirement, and Aggregate Productivity," CESifo Working Paper Series 10594, CESifo.
    96. Uwe Cantner & Holger Graf & Ekaterina Prytkova & Simone Vannuccini, 2018. "The Compositional Nature of Productivity and Innovation Slowdown," Jena Economics Research Papers 2018-006, Friedrich-Schiller-University Jena.
    97. Belyakov, A.O. & Kurbatskiy, A.N. & Prettner, K., 2021. "The growth effects of anticipated versus unanticipated population aging," Journal of Mathematical Economics, Elsevier, vol. 94(C).
    98. Roberto Gabriele & Enrico Tundis & Enrico Zaninotto, 2018. "Ageing workforce and productivity: the unintended effects of retirement regulation in Italy," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 35(1), pages 163-182, April.
    99. Li, Zeguang & Huang, Yuanbiao & Hou, Keqiang, 2024. "Impacts of population aging on bank loan portfolios: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 95(C).
    100. Luca Grilli & Sergio Mariotti & Riccardo Marzano, 2024. "Artificial intelligence and shapeshifting capitalism," Journal of Evolutionary Economics, Springer, vol. 34(2), pages 303-318, April.
    101. Miao Zhang & Shibing You & Li Zhang & Houli Zhang & Yukun Wang, 2023. "Dynamic Analysis of the Effects of Aging on China’s Sustainable Economic Growth," Sustainability, MDPI, vol. 15(6), pages 1-16, March.
    102. Soo Khoon Goh & Koi Nyen Wong & Robert McNown, 2024. "Macroeconomic effects of demographic change: From the perspective of China's urbanisation," The World Economy, Wiley Blackwell, vol. 47(2), pages 440-461, February.
    103. Taehwan Rhee & Jacob Wood & Jungsuk Kim, 2022. "Digital Transformation as a Demographic and Economic Integrated Policy for Southeast Asian Developing Countries," Sustainability, MDPI, vol. 14(5), pages 1-19, March.
    104. Cylus, Jonathan & Al Tayara, Lynn, 2021. "Health, an ageing labour force, and the economy: does health moderate the relationship between population age-structure and economic growth?," LSE Research Online Documents on Economics 112421, London School of Economics and Political Science, LSE Library.
    105. Yu Liu & Mingde Jia, 2023. "The Impact of Population Aging on Green Innovation: An Empirical Analysis Based on Inter-Provincial Data in China," Sustainability, MDPI, vol. 15(4), pages 1-18, February.
    106. Monnet, Eric & Wolf , Clara, 2017. "Demographic cycles, migration and housing investment," Journal of Housing Economics, Elsevier, vol. 38(C), pages 38-49.
    107. Mudita Uppal & Deepali Gupta & Sapna Juneja & Adel Sulaiman & Khairan Rajab & Adel Rajab & M. A. Elmagzoub & Asadullah Shaikh, 2022. "Cloud-Based Fault Prediction for Real-Time Monitoring of Sensor Data in Hospital Environment Using Machine Learning," Sustainability, MDPI, vol. 14(18), pages 1-19, September.
    108. Arthur Jacobs & Freddy Heylen, 2021. "Demographic change, secular stagnation and inequality: automation as a blessing?," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 21/1030, Ghent University, Faculty of Economics and Business Administration.
    109. Williams, Gemma A. & Cylus, Jonathan & Al Tayara, Lynn & Roubal, Tomáš & Tsilaajav, Tsolmongerel & Barber, Sarah L., 2022. "Can healthy ageing moderate the effects of population ageing on economic growth and health spending trends in Mongolia? A modelling study," LSE Research Online Documents on Economics 117580, London School of Economics and Political Science, LSE Library.
    110. Hao, Jing & Lu, Yue & Zhang, Jing & Bai, Hengyu & Wu, Ji (George), 2024. "Does provincial gambling culture affect corporate innovation? Evidence from China," Journal of Economic Behavior & Organization, Elsevier, vol. 228(C).
    111. Emerson, Patrick & Knabb, Shawn & Sirbu, Anca-Ioana, 2024. "Does the old-age dependency ratio place a drag on secular growth?," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 1056-1070.
    112. Qin, Shuyuan & Liu, Ziqi & Wang, Jie & Wu, Yongqiu, 2024. "The impact of digital transformation on labour demand quantity and structure: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1452-1469.
    113. Didem Koca, 2022. "2000-2020 Yılları Arasında G7 Ülkeleri ve Türkiye’nin İşgücü Piyasası Yapısının ve Aktif İşgücü Piyasası Politikalarının Karşılaştırmalı Analizi," Journal of Social Policy Conferences, Istanbul University, Faculty of Economics, issue 83, pages 101-140, December.
    114. Md Jamil, Abd Rahim & Law, Siong Hook & Khair-Afham, M.S. & Trinugroho, Irwan, 2024. "Financial inclusion and income inequality in developing countries: The role of aging populations," Research in International Business and Finance, Elsevier, vol. 67(PA).
    115. Michael Christl & Ilias Livanos & Andrea Papini, 2023. "The future of taxation in changing labour markets," Public Sector Economics, Institute of Public Finance, vol. 47(4), pages 521-554.
    116. José Alves & Sandro Morgado, 2024. "Secular stagnation: Is immigration part of the solution?," Journal of International Development, John Wiley & Sons, Ltd., vol. 36(2), pages 1426-1449, March.
    117. Wu, Feifei & Yang, Hongna & Gao, Bo & Gu, Yan, 2021. "Old, not yet rich? The impact of population aging on export upgrading in developing countries," China Economic Review, Elsevier, vol. 70(C).
    118. Pablo Casas & Concepción Román, 2024. "The impact of artificial intelligence in the early retirement decision," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 51(3), pages 583-618, August.
    119. Vlandas, Tim, 2022. "Grey power and Economic Performance," SocArXiv d3ybr, Center for Open Science.
    120. Lee, Chien-Chiang & Yan, Jingyang & Wang, Fuhao, 2024. "Impact of population aging on food security in the context of artificial intelligence: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
    121. Lu, Wenyi & Zhuang, Shilong & Fan, Siyuan, 2024. "Losing trust when pursuing development: How automation hindered political trust in China?," Journal of Economic Behavior & Organization, Elsevier, vol. 218(C), pages 406-422.
    122. Tan, Youchao & Liu, Xiumei & Sun, Hanwen & Zeng, Cheng(Colin), 2022. "Population ageing, labour market rigidity and corporate innovation: Evidence from China," Research Policy, Elsevier, vol. 51(2).
    123. Piotr Lewandowski & Roma Keister & Wojciech Hardy & Szymon Gorka, 2017. "Routine and ageing? The Intergenerational Divide In The Deroutinisation Of Jobs In Europe," IBS Working Papers 01/2017, Instytut Badan Strukturalnych.
    124. Wu, Feifei & Xu, Peipei & Gao, Bo & Ma, Jing, 2024. "Export contraction and input switching in an aging China," China Economic Review, Elsevier, vol. 85(C).
    125. Huang, Yi-Hou & Liang, Woan-lih & Truong, Quang-Thai & Wang, Yanzhi, 2022. "No new tricks for old dogs? Old directors and innovation performance," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    126. Vladimir Márquez Stone & Seyka Verónica Sandoval Cabrera, 2024. "Effects of Automation on Mexican Automotive Employment: 2013–2022," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 67(3), pages 661-680, September.
    127. Pallab Ghosh & Zexuan Liu, 2023. "The puzzle of changes in employment and wages in routine task-intensive occupations," Empirical Economics, Springer, vol. 65(4), pages 1965-1980, October.
    128. Mudita Uppal & Deepali Gupta & Amena Mahmoud & M. A. Elmagzoub & Adel Sulaiman & Mana Saleh Al Reshan & Asadullah Shaikh & Sapna Juneja, 2023. "Fault Prediction Recommender Model for IoT Enabled Sensors Based Workplace," Sustainability, MDPI, vol. 15(2), pages 1-21, January.
    129. Lihua Gu, 2021. "The Impact of Intelligent Manufacturing on Export Sophistication: Evidence from Industrial Robots," International Journal of Business and Management, Canadian Center of Science and Education, vol. 14(12), pages 183-183, July.
    130. Edle von Gaessler, Anne & Ziesemer, Thomas, 2017. "Ageing, human capital and demographic dividends with endogenous growth, labour supply and foreign capital," MERIT Working Papers 2017-043, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    131. Almeida, Derick & Naudé, Wim & Sequeira, Tiago Neves, 2024. "Artificial Intelligence and the Discovery of New Ideas: Is an Economic Growth Explosion Imminent?," IZA Discussion Papers 16766, Institute of Labor Economics (IZA).
    132. Abeliansky, Ana Lucia & Prettner, Klaus, 2023. "Automation and population growth: Theory and cross-country evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 208(C), pages 345-358.
    133. Bontadini, Filippo & Evangelista, Rinaldo & Meliciani, Valentina & Savona, Maria, 2024. "Technology, global value chains and functional specialisation in Europe," Research Policy, Elsevier, vol. 53(2).
    134. Wroński Marcin, 2019. "The productivity growth slowdown in advanced economies: causes and policy recommendations," International Journal of Management and Economics, Warsaw School of Economics, Collegium of World Economy, vol. 55(4), pages 391-406, December.
    135. Fan Zhang & Fei Wang & Qiao Wang, 2023. "Does the mixed‐ownership reform improve the productivity of state‐owned enterprises? Evidence from companies listed in Chinese stock," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(4), pages 1299-1321, December.
    136. Feld, Lars P. & Schmidt, Christoph M. & Schnabel, Isabel & Truger, Achim & Wieland, Volker, 2019. "Den Strukturwandel meistern. Jahresgutachten 2019/20 [Dealing with Structural Change. Annual Report 2019/20]," Annual Economic Reports / Jahresgutachten, German Council of Economic Experts / Sachverständigenrat zur Begutachtung der gesamtwirtschaftlichen Entwicklung, volume 127, number 201920, January.
    137. Dalgaard, Carl-Johan & Hansen, Casper Worm & Strulik, Holger, 2018. "Physiological Aging around the World and Economic Growth," CAGE Online Working Paper Series 375, Competitive Advantage in the Global Economy (CAGE).
    138. Casper Worm Hansen & Holger Strulik, 2015. "Life Expectancy and Education: Evidence from the Cardiovascular Revolution," Discussion Papers 15-01, University of Copenhagen. Department of Economics.
    139. Lee, Chien-Chiang & Yan, Jingyang, 2024. "Will artificial intelligence make energy cleaner? Evidence of nonlinearity," Applied Energy, Elsevier, vol. 363(C).
    140. Ana L. ABELIANSKY & Eda ALGUR & David E. BLOOM & Klaus PRETTNER, 2020. "The future of work: Meeting the global challenges of demographic change and automation," International Labour Review, International Labour Organization, vol. 159(3), pages 285-306, September.
    141. Kim, Hoolda & Song Lee, Bun, 2023. "Aging workforce, wages, and productivity: Do older workers drag productivity down in Korea?," The Journal of the Economics of Ageing, Elsevier, vol. 24(C).
    142. Ciaffi, Giovanna & Deleidi, Matteo & Di Bucchianico, Stefano, 2024. "Stagnation despite ongoing innovation: Is R&D expenditure composition a missing link? An empirical analysis for the US (1948–2019)," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
    143. Thomas Leoni & Johanna Schwinger, 2017. "Fehlzeitenreport 2017. Krankheits- und unfallbedingte Fehlzeiten in Österreich – Die alter(n)sgerechte Arbeitswelt," WIFO Studies, WIFO, number 60730.
    144. Chen, Xian & Liu, Yang & Wen, Fenghua, 2024. "Air pollution and the digital transformation," International Review of Economics & Finance, Elsevier, vol. 96(PC).
    145. Ms. Izabela Karpowicz & Mrs. Nujin Suphaphiphat, 2020. "Productivity Growth and Value Chains in Four European Countries," IMF Working Papers 2020/018, International Monetary Fund.
    146. Anastasiia Pustovalova & Priit Vahter, 2024. "Automation-Skill Complementarity: The Changing Returns To Soft Skills In Different Stages Of Technology Adoption," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 146, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    147. Cooley, Thomas & Henriksen, Espen, 2018. "The demographic deficit," Journal of Monetary Economics, Elsevier, vol. 93(C), pages 45-62.
    148. Consolo, Agostino & Cette, Gilbert & Bergeaud, Antonin & Labhard, Vincent & Osbat, Chiara & Kosekova, Stanimira & Anyfantaki, Sofia & Basso, Gaetano & Basso, Henrique & Bobeica, Elena & Ciapanna, Eman, 2021. "Digitalisation: channels, impacts and implications for monetary policy in the euro area," Occasional Paper Series 266, European Central Bank.
    149. Wenqun Gao & Yang Chen & Shaorui Xu & Oleksii Lyulyov & Tetyana Pimonenko, 2023. "The Role of Population Aging in High-Quality Economic Development: Mediating Role of Technological Innovation," SAGE Open, , vol. 13(4), pages 21582440231, October.
    150. Hellwagner, Timon & Weber, Enzo, 2021. "Labour Market Adjustments to Population Decline," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242455, Verein für Socialpolitik / German Economic Association.
    151. Hong Jiang & Yingfan Ge & Chunhao Yang & Hongxin Yu, 2024. "How automated machines influence employment in manufacturing enterprises?," PLOS ONE, Public Library of Science, vol. 19(3), pages 1-21, March.
    152. Robert Stehrer & Maryna Tverdostup, 2022. "Demography, Capital Accumulation and Growth," wiiw Working Papers 222, The Vienna Institute for International Economic Studies, wiiw.
    153. Zhao, Yantong & Said, Rusmawati & Ismail, Normaz Wana & Haris, Asmaddy & Hamzah, Hanny Zurina, 2024. "Impact of population ageing on the application of industrial robots: Evidence from China," The Journal of the Economics of Ageing, Elsevier, vol. 29(C).
    154. Niklas Engbom, 2019. "Firm and Worker Dynamics in an Aging Labor Market," Working Papers 756, Federal Reserve Bank of Minneapolis.
    155. R. Rupeika-Apoga & I. Romanova & L. Bule & Y.E. Thalassinos, 2019. "The Impact of Population Ageing and Social Stratification: The Case of Latvia," International Journal of Economics & Business Administration (IJEBA), International Journal of Economics & Business Administration (IJEBA), vol. 0(1), pages 49-63.
    156. Ran Yu & Zhangchi Wang & Yan Li & Zuhui Wen & Weijia Wang, 2023. "Does Population Aging Affect Carbon Emission Intensity by Regulating Labor Allocation?," Sustainability, MDPI, vol. 15(12), pages 1-19, June.
    157. Julia Włodarczyk & Indranarain Ramlall & Jan Acedański, 2020. "Macroeconomic Effects of an Ageing Population in Mauritius," South African Journal of Economics, Economic Society of South Africa, vol. 88(4), pages 551-574, December.
    158. Serguei Kaniovski & Thomas Url & Helmut Hofer & Viola Garstenauer, 2021. "A Long-run Macroeconomic Model of the Austrian Economy (A-LMM 2.0). New Results (2021)," WIFO Studies, WIFO, number 67377.
    159. Diego Wachs & Jorge Onrubia, 2021. "Automatic adjustment mechanisms in public pension reforms: Effects over fiscal sustainability, adequacy, and fairness," Working Papers 2021-05, FEDEA.
    160. Andrea Papetti, 2021. "Population aging, relative prices and capital flows across the globe," Temi di discussione (Economic working papers) 1333, Bank of Italy, Economic Research and International Relations Area.
    161. Hettihewa, Samanthala & Saha, Shrabani & Zhang, Hanxiong, 2018. "Does an aging population influence stock markets? Evidence from New Zealand," Economic Modelling, Elsevier, vol. 75(C), pages 142-158.
    162. Stefano Di Bucchianico, 2021. "Negative Interest Rate Policy to Fight Secular Stagnation: Unfeasible, Ineffective, Irrelevant, or Inadequate?," Review of Political Economy, Taylor & Francis Journals, vol. 33(4), pages 687-710, October.
    163. Zifeng Feng & Joseph Ooi & Zhonghua Wu, 2025. "Analyzing the Impacts of Property Age on REITs and the Reasons Why REITs Own Older Properties," The Journal of Real Estate Finance and Economics, Springer, vol. 70(2), pages 321-358, February.
    164. Tao, Weiliang & Weng, Shimei & Chen, Xueli & ALHussan, Fawaz Baddar & Song, Malin, 2024. "Artificial intelligence-driven transformations in low-carbon energy structure: Evidence from China," Energy Economics, Elsevier, vol. 136(C).
    165. Russell E. Triplett & Nilufer Ozdemir & Paul M. Mason, 2022. "Structural Change in the Investment Function," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 46(1), pages 220-236, January.
    166. Joseph Kopecky Author-1-Name-First: Joseph Author-1-Name-Last: Kopecky, 2023. "Population age structure and secular stagnation: Evidence from long run data," Trinity Economics Papers tep0526, Trinity College Dublin, Department of Economics.
    167. Naomi KODAMA & Huiyu LI, 2018. "Manager Characteristics and Firm Performance," Discussion papers 18060, Research Institute of Economy, Trade and Industry (RIETI).
    168. Wang, Hua & Chen, Yaorui, 2024. "The impact of population aging on capital structure decisions and capital market efficiency: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 95(PB).
    169. Hui Li & Jiaqiang Xu, 2024. "Impact of Digital Government on Digital Transformation of Enterprises from the Perspective of Urban Economic Sustainable Development," Sustainability, MDPI, vol. 16(7), pages 1-24, March.
    170. Kopecky, Joseph, 2023. "Population age structure and secular stagnation: Evidence from long run data," The Journal of the Economics of Ageing, Elsevier, vol. 24(C).
    171. Wenyi Lu & Siyuan Fan, 2024. "Drinking in despair: Unintended consequences of automation in China," Health Economics, John Wiley & Sons, Ltd., vol. 33(9), pages 2088-2104, September.
    172. Kaixing Huang, 2024. "Fertility and long‐term economic growth," Economic Inquiry, Western Economic Association International, vol. 62(3), pages 1152-1171, July.
    173. Xiao Shen & Jingbo Liang & Jiangning Cao & Zhengwen Wang, 2022. "How Population Aging Affects Industrial Structure Upgrading: Evidence from China," IJERPH, MDPI, vol. 19(23), pages 1-23, December.
    174. Lianying Yao & Xiaoxiao Ma, 2022. "Has digital finance widened the income gap?," PLOS ONE, Public Library of Science, vol. 17(2), pages 1-20, February.
    175. Atif Mian & Ludwig Straub & Amir Sufi, 2021. "What explains the decline in r ∗ ? Rising income inequality versus demographic shifts," Working Papers 2021-12, Princeton University. Economics Department..
    176. Bodnár, Katalin & Nerlich, Carolin, 2022. "The macroeconomic and fiscal impact of population ageing," Occasional Paper Series 296, European Central Bank.
    177. Charles Leung, 2021. "Handbook of Real Estate and Macroeconomics: An Introduction," GRU Working Paper Series GRU_2021_029, City University of Hong Kong, Department of Economics and Finance, Global Research Unit.
    178. Davit Gondauri, 2025. "The Impact of Artificial Intelligence on Gross Domestic Product: A Global Analysis," Papers 2505.11989, arXiv.org.
    179. Yu, Xuewei & Wang, Qiao, 2024. "County-to-district reform and "smart growth": The perspective of urban spatial expansion," International Review of Economics & Finance, Elsevier, vol. 96(PA).
    180. Luigi Aldieri & Maxim Kotsemir & Concetto Paolo Vinci, 2019. "The impact of environmental innovations on job-creation process: an empirical investigation for Russian regions," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 21(2), pages 285-306, April.
    181. Kluge, Jan & Lappoehn, Sarah & Plank, Kerstin, 2020. "The Determinants of Economic Competitiveness," IHS Working Paper Series 24, Institute for Advanced Studies.
    182. Frank T. Denton & Byron G. Spencer, 2018. "The Differential Effects of Population Aging on Provincial GDP per capita and the Role of Productivity Growth as a Possible offset," Department of Economics Working Papers 2018-04, McMaster University.
    183. Senel, Gonca & Wright, Mark L.J., 2021. "With age comes immaturity: Do countries with older populations issue shorter maturity debt?," Economics Letters, Elsevier, vol. 209(C).
    184. Allen, Steven G., 2023. "Demand for older workers: What do we know? What do we need to learn?," The Journal of the Economics of Ageing, Elsevier, vol. 24(C).
    185. Yanying Wang & Qingyang Wu, 2024. "Robots, firm relocation, and air pollution: unveiling the unintended spatial spillover effects of emerging technology," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-17, December.
    186. Emerson, Patrick & Knabb, Shawn, 2020. "A demographic headwind: Will an aging society reduce the real interest rate and potential growth?," The Journal of the Economics of Ageing, Elsevier, vol. 17(C).
    187. Emerson Patrick M. & Knabb Shawn D., 2020. "Education Spending, Fertility Shocks and Generational Consumption Risk," The B.E. Journal of Theoretical Economics, De Gruyter, vol. 20(2), pages 1-26, June.
    188. Ateeb Akhter Shah Syed & Kaneez Fatima & Riffat Arshad, 2021. "The Macroeconomic Impacts of Entitlements," Papers 2102.01609, arXiv.org.

  24. Alberto Chong & Pascual Restrepo, 2017. "Regulatory Protective Measures and Risky Behavior: Evidence from Ice Hockey," International Center for Public Policy Working Paper Series, at AYSPS, GSU paper1704, International Center for Public Policy, Andrew Young School of Policy Studies, Georgia State University.

    Cited by:

    1. Magdalena Blanco & Jose Maria Cabrera & Felipe Carozzi & Alejandro Cid de Orta, 2022. "Mandatory Helmet Use and the Severity of Motorcycle Accidents: No Brainer?," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Spring 20), pages 187-218, June.
    2. Roulleau-Pasdeloup, Jordan, 2020. "A Puncher’s chance: Expected gain and risk taking in a market for superstars," Labour Economics, Elsevier, vol. 66(C).
    3. Ali Mohammad Alichi & Ippei Shibata & Kadir Tanyeri, 2022. "Fiscal Policy Multipliers in Small States," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Spring 20), pages 69-114, June.
    4. David, Antonio C. & Komatsuzaki, Takuji & Pienknagura, Samuel, 2021. "The macroeconomic and socioeconomic effects of structural reforms in Latin America and the Caribbean," LSE Research Online Documents on Economics 123304, London School of Economics and Political Science, LSE Library.
    5. Antón, Arturo & Rasteletti, Alejandro, 2021. "Taxing labor income in an economy with high employment informality," LSE Research Online Documents on Economics 123294, London School of Economics and Political Science, LSE Library.
    6. Pablo Garofalo & Jorge M. Streb, 2020. "Broken promises: regime announcements and exchange rates around elections," CEMA Working Papers: Serie Documentos de Trabajo. 767, Universidad del CEMA.
    7. François Salanié & Nicolas Treich, 2020. "Public and private incentives for self-protection," The Geneva Risk and Insurance Review, Palgrave Macmillan;International Association for the Study of Insurance Economics (The Geneva Association), vol. 45(2), pages 104-113, September.
    8. Magdalena Blanco & José María Cabrera & Felipe Carozzi & Alejandro Cid, 2019. "Mandatory Helmet Use and the Severity of Motorcycle Accidents: No Brainer?†," Documentos de Trabajo/Working Papers 1906, Facultad de Ciencias Empresariales y Economia. Universidad de Montevideo..
    9. Roozmehr Safi & Glenn J. Browne, 2023. "Detecting Cybersecurity Threats: The Role of the Recency and Risk Compensating Effects," Information Systems Frontiers, Springer, vol. 25(3), pages 1277-1292, June.
    10. Christopher J. O'Leary & Tulio Cravo & Ana Cristina Sierra & Leandro Justino Veloso, 2019. "The Effect of Job Referrals on Labor Market Outcomes in Brazil," Upjohn Working Papers 19-303, W.E. Upjohn Institute for Employment Research.
    11. Safi, Roozmehr, 2022. "What consumers think about product self-assembly: Insights from big data," Journal of Business Research, Elsevier, vol. 153(C), pages 341-354.

  25. Daron Acemoglu & Pascual Restrepo, 2016. "The Race Between Machine and Man: Implications of Technology for Growth, Factor Shares and Employment," NBER Working Papers 22252, National Bureau of Economic Research, Inc.

    Cited by:

    1. Michael Peneder & Julia Bock-Schappelwein & Matthias Firgo & Oliver Fritz & Gerhard Streicher, 2017. "Ökonomische Effekte der Digitalisierung in Österreich," WIFO Monatsberichte (monthly reports), WIFO, vol. 90(3), pages 177-192, March.
    2. Rauf Gönenç & Béatrice Guérard, 2017. "Austria’s digital transition: The diffusion challenge," OECD Economics Department Working Papers 1430, OECD Publishing.
    3. Ghimire, Ramesh & Skinner, Jim & Carnathan, Mike, 2020. "Who perceived automation as a threat to their jobs in metro Atlanta: Results from the 2019 Metro Atlanta Speaks survey," Technology in Society, Elsevier, vol. 63(C).
    4. Abeliansky, Ana Lucia & Prettner, Klaus, 2020. "Automation and Demographic Change," GLO Discussion Paper Series 518, Global Labor Organization (GLO).
    5. Loebbing, Jonas, 2018. "An Elementary Theory of Endogenous Technical Change and Wage Inequality," VfS Annual Conference 2018 (Freiburg, Breisgau): Digital Economy 181603, Verein für Socialpolitik / German Economic Association.
    6. German Gutierrez, 2018. "Investigating Global Labor and Pro t Shares," 2018 Meeting Papers 165, Society for Economic Dynamics.
    7. Hanushek, Eric A. & Schwerdt, Guido & Wiederhold, Simon & Woessmann, Ludger, 2017. "Coping with change: International differences in the returns to skills," Economics Letters, Elsevier, vol. 153(C), pages 15-19.
    8. Daron Acemoglu & Pascual Restrepo, 2018. "Low-Skill and High-Skill Automation," Journal of Human Capital, University of Chicago Press, vol. 12(2), pages 204-232.
    9. Ilkka Tuomi, 2018. "The Impact of Artificial Intelligence on Learning, Teaching, and Education," JRC Research Reports JRC113226, Joint Research Centre.
    10. Koh, Dongya; Santaeulàlia-Llopis, Raül; Zheng, Yu, 2015. "Labor share decline and intellectual property products capital," Economics Working Papers ECO2015/05, European University Institute.
    11. Prettner, Klaus & Strulik, Holger, 2017. "The lost race against the machine: Automation, education, and inequality in an R&D-based growth model," University of Göttingen Working Papers in Economics 329, University of Goettingen, Department of Economics.
    12. Rod Tyers & Yixiao Zhou, 2023. "Automation and inequality with taxes and transfers," Scottish Journal of Political Economy, Scottish Economic Society, vol. 70(1), pages 68-100, February.
    13. Simplice Asongu & Jacinta C. Nwachukwu, 2017. "Building Knowledge Economies in Africa: A Survey of Policies and Strategies," Working Papers of the African Governance and Development Institute. 17/021, African Governance and Development Institute..
    14. Patrick Francois, 2018. "Comment on "Artificial Intelligence and Economic Growth"," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 282-289, National Bureau of Economic Research, Inc.
    15. Kariem Soliman, 2021. "Are Industrial Robots a new GPT? A Panel Study of Nine European Countries with Capital and Quality-adjusted Industrial Robots as Drivers of Labour Productivity Growth," EIIW Discussion paper disbei307, Universitätsbibliothek Wuppertal, University Library.
    16. Iftekhairul Islam & Fahad Shaon, 2020. "If the Prospect of Some Occupations Are Stagnating With Technological Advancement? A Task Attribute Approach to Detect Employment Vulnerability," Papers 2001.02783, arXiv.org.
    17. Jason Furman & Robert Seamans, 2018. "AI and the Economy," NBER Working Papers 24689, National Bureau of Economic Research, Inc.
    18. Wang, Weilong & Yang, Xiaodong & Cao, Jianhong & Bu, Wenchao & Dagestani, Abd Alwahed & Adebayo, Tomiwa Sunday & Dilanchiev, Azer & Ren, Siyu, 2022. "Energy internet, digital economy, and green economic growth: Evidence from China," Innovation and Green Development, Elsevier, vol. 1(2).
    19. Kilic Celik,Sinem & Kose,Ayhan & Ohnsorge,Franziska Lieselotte, 2020. "Subdued Potential Growth : Sources and Remedies," Policy Research Working Paper Series 9177, The World Bank.
    20. Jonas Hjort & Jonas Poulsen, 2017. "The Arrival of Fast Internet and Employment in Africa," NBER Working Papers 23582, National Bureau of Economic Research, Inc.
    21. Gregory Casey, 2018. "Technology-Driven Unemployment," 2018 Meeting Papers 302, Society for Economic Dynamics.
    22. Lankisch, Clemens & Prettner, Klaus & Prskawetz, Alexia, 2017. "Robots and the skill premium: An automation-based explanation of wage inequality," ECON WPS - Working Papers in Economic Theory and Policy 06/2017, TU Wien, Institute of Statistics and Mathematical Methods in Economics, Economics Research Unit.
    23. Neumann, Uwe, 2023. "Regional adaptability to digital change: May the Swabian force be with you," Ruhr Economic Papers 1004, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    24. Gene M. Grossman & Elhanan Helpman & Ezra Oberfield & Thomas Sampson, 2017. "The productivity slowdown and the declining labor share: a neoclassical exploration," CEP Discussion Papers dp1504, Centre for Economic Performance, LSE.
    25. Ostry, Jonathan D. & Furceri, Davide & Loungani, Prakash, 2019. "The Aggregate and Distributional Effects of Financial Globalization: Evidence from Macro and Sectoral Data," CEPR Discussion Papers 14001, C.E.P.R. Discussion Papers.
    26. Kilic Celic, Sinem & Kose, M. Ayhan & Ohnsorge, Franziska, 2023. "Potential Growth Prospects: Risks, Rewards, and Policies," MPRA Paper 116905, University Library of Munich, Germany.
    27. Gabriele Ciminelli & Mr. Romain A Duval & Davide Furceri, 2018. "Employment Protection Deregulation and Labor Shares in Advanced Economies," IMF Working Papers 2018/186, International Monetary Fund.
    28. Janssen, Simon & Mohrenweiser, Jens, 2018. "The Shelf Life of Incumbent Workers during Accelerating Technological Change: Evidence from a Training Regulation Reform," IZA Discussion Papers 11312, Institute of Labor Economics (IZA).
    29. Cords, Dario & Prettner, Klaus, 2019. "Technological Unemployment Revisited: Automation in a Search and Matching Framework," GLO Discussion Paper Series 308, Global Labor Organization (GLO).
    30. Jose M. Quintero-Holguin, 2018. "Wage inequality, skills and mastering new technologies," Documentos CEDE 16353, Universidad de los Andes, Facultad de Economía, CEDE.
    31. Nicholas Bloom & Charles I. Jones & John Van Reenen & Michael Webb, 2020. "Are Ideas Getting Harder to Find?," American Economic Review, American Economic Association, vol. 110(4), pages 1104-1144, April.
    32. Islam, Nizamul & Colombino, Ugo, 2018. "The case for NIT+FT in Europe. An empirical optimal taxation exercise," Economic Modelling, Elsevier, vol. 75(C), pages 38-69.
    33. Augusto Schianchi, 2016. "La crescita endogena: una rilettura critica," QUADERNI DI ECONOMIA DEL LAVORO, FrancoAngeli Editore, vol. 2016(106), pages 31-48.
    34. Avom, Désiré & Dadegnon, Aimé Kocou & Igue, Charlemagne Babatoundé, 2021. "Does digitalization promote net job creation? Empirical evidence from WAEMU countries," Telecommunications Policy, Elsevier, vol. 45(8).
    35. Rosalie Wyonch, 2018. "Risk and Readiness: The Impact of Automation on Provincial Labour Markets," C.D. Howe Institute Commentary, C.D. Howe Institute, issue 499, January.
    36. Mitali Das, 2019. "Does the Exposure to Routinization Explain the Evolution of the Labor Share of Income? Evidence from Asia," ADB Institute Series on Development Economics, in: Gary Fields & Saumik Paul (ed.), Labor Income Share in Asia, chapter 0, pages 17-37, Springer.
    37. Gregory Casey & Ryo Horii, 2019. "A Multi-factor Uzawa Growth Theorem and Endogenous Capital-Augmenting Technological Change," 2019 Meeting Papers 1458, Society for Economic Dynamics.
    38. Joonmo Cho & Jinha Kim, 2018. "Identifying Factors Reinforcing Robotization: Interactive Forces of Employment, Working Hour and Wage," Sustainability, MDPI, vol. 10(2), pages 1-21, February.
    39. Daron Acemoglu & Pascual Restrepo, 2017. "Secular Stagnation? The Effect of Aging on Economic Growth in the Age of Automation," NBER Working Papers 23077, National Bureau of Economic Research, Inc.
    40. Mohamed Ali Trabelsi, 2024. "The impact of artificial intelligence on economic development," Journal of Electronic Business & Digital Economics, Emerald Group Publishing Limited, vol. 3(2), pages 142-155, May.
    41. Daron Acemoglu & Pascual Restrepo, 2018. "Modeling Automation," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 48-53, May.
    42. Philippe Aghion & Céline Antonin & Simon Bunel, 2019. "Artificial Intelligence, Growth and Employment: The Role of Policy," Economie et Statistique / Economics and Statistics, Institut National de la Statistique et des Etudes Economiques (INSEE), issue 510-511-5, pages 149-164.
    43. Daniil P. Frolov & Anna V. Lavrentyeva, 2019. "Regulatory Policy for Digital Economy- Holistic Institutional Framework," Montenegrin Journal of Economics, Economic Laboratory for Transition Research (ELIT), vol. 15(4), pages 33-44.
    44. Michael Peneder & Julia Bock-Schappelwein & Matthias Firgo & Oliver Fritz & Gerhard Streicher, 2016. "Österreich im Wandel der Digitalisierung," WIFO Studies, WIFO, number 58979.
    45. Yuki, Kazuhiro, 2021. "Mechanization, Task Assignment, and Inequality," MPRA Paper 107760, University Library of Munich, Germany.
    46. Lankisch, Clemens & Prettner, Klaus & Prskawetz, Alexia, 2019. "How can robots affect wage inequality?," Economic Modelling, Elsevier, vol. 81(C), pages 161-169.
    47. Philippe Aghion & Benjamin F. Jones & Charles I. Jones, 2017. "Artificial Intelligence and Economic Growth," NBER Working Papers 23928, National Bureau of Economic Research, Inc.
    48. Clemens Struck & Adnan Velic, 2017. "Automation, New Technology, and Non-Homothetic Preferences," Trinity Economics Papers tep1217, Trinity College Dublin, Department of Economics.
    49. Daron Acemoglu & Pascual Restrepo, 2020. "Robots and Jobs: Evidence from US Labor Markets," Journal of Political Economy, University of Chicago Press, vol. 128(6), pages 2188-2244.
    50. Daron Acemoglu & Pascual Restrepo, 2018. "Artificial Intelligence, Automation and Work," NBER Working Papers 24196, National Bureau of Economic Research, Inc.
    51. Dilyana Dimova, 2019. "The Structural Determinants of the Labor Share in Europe," IMF Working Papers 2019/067, International Monetary Fund.
    52. Berg, Andrew & Buffie, Edward F. & Zanna, Luis-Felipe, 2018. "Should we fear the robot revolution? (The correct answer is yes)," Journal of Monetary Economics, Elsevier, vol. 97(C), pages 117-148.
    53. Erik Brynjolfsson & Daniel Rock & Chad Syverson, 2017. "Artificial Intelligence and the Modern Productivity Paradox: A Clash of Expectations and Statistics," NBER Working Papers 24001, National Bureau of Economic Research, Inc.
    54. Simcha Barkai, 2020. "Declining Labor and Capital Shares," Journal of Finance, American Finance Association, vol. 75(5), pages 2421-2463, October.
    55. Dauth, Wolfgang & Findeisen, Sebastian & Südekum, Jens & Wößner, Nicole, 2017. "German robots - the impact of industrial robots on workers," IAB-Discussion Paper 201730, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    56. Vicente Salas & Lucio San Juan & Javier Vallés, 2018. "Corporate cost and profit shares in the euro area and the US: the same story?," Working Papers 1833, Banco de España.
    57. Mauro Caselli & Andrea Fracasso & Silvio Traverso, 2021. "Globalization, robotization, and electoral outcomes: Evidence from spatial regressions for Italy," Journal of Regional Science, Wiley Blackwell, vol. 61(1), pages 86-111, January.
    58. Efraim Benmelech & Nittai Bergman & Hyunseob Kim, 2018. "Strong Employers and Weak Employees: How Does Employer Concentration Affect Wages?," NBER Working Papers 24307, National Bureau of Economic Research, Inc.
    59. Anton Korinek & Joseph E. Stiglitz, 2017. "Artificial Intelligence and Its Implications for Income Distribution and Unemployment," NBER Working Papers 24174, National Bureau of Economic Research, Inc.
    60. Mertens, Matthias, 2019. "Micro-mechanisms behind declining labour shares: Market power, production processes, and global competition," IWH-CompNet Discussion Papers 3/2019, Halle Institute for Economic Research (IWH).
    61. Joël Cariolle & David A Carroll, 2020. "Digital Technologies for Small and Medium Enterprises and job creation in Sub-Saharan Africa," Working Papers hal-03004583, HAL.
    62. Ben Vermeulen & Jan Kesselhut & Andreas Pyka & Pier Paolo Saviotti, 2018. "The Impact of Automation on Employment: Just the Usual Structural Change?," Sustainability, MDPI, vol. 10(5), pages 1-27, May.
    63. Dominique Guellec & Caroline Paunov, 2017. "Digital Innovation and the Distribution of Income," NBER Working Papers 23987, National Bureau of Economic Research, Inc.
    64. John G. Fernald, 2016. "Reassessing Longer-Run U.S. Growth: How Low?," Working Paper Series 2016-18, Federal Reserve Bank of San Francisco.
    65. Grace Taylor & Rod Tyers, 2016. "Secular Stagnation: Determinants And Consequences For Australia," Economics Discussion / Working Papers 16-25, The University of Western Australia, Department of Economics.
    66. Tilman Santarius & Johanna Pohl & Steffen Lange, 2020. "Digitalization and the Decoupling Debate: Can ICT Help to Reduce Environmental Impacts While the Economy Keeps Growing?," Sustainability, MDPI, vol. 12(18), pages 1-20, September.
    67. Matthias Firgo & Peter Mayerhofer & Michael Peneder & Philipp Piribauer & Peter Reschenhofer, 2018. "Beschäftigungseffekte der Digitalisierung in den Bundesländern sowie in Stadt und Land," WIFO Studies, WIFO, number 61633.
    68. Joel Kariel, 2021. "Job Creators or Job Killers? Heterogeneous Effects of Industrial Robots on UK Employment," LABOUR, CEIS, vol. 35(1), pages 52-78, March.
    69. Carlo Borzaga & Gianluca Salvatori & Riccardo Bodini, 2019. "Social and Solidarity Economy and the Future of Work** This paper draws on a work that was previously published by the ILO and is available at: http://www.ilo.org/wcmsp5/groups/public/—ed_emp/—emp," Journal of Entrepreneurship and Innovation in Emerging Economies, Entrepreneurship Development Institute of India, vol. 5(1), pages 37-57, January.
    70. Vardanyan, David, 2024. "Technologies and Labour : A Theoretical Model of Task-based Production in Labour Market with Search Frictions," Warwick-Monash Economics Student Papers 79, Warwick Monash Economics Student Papers.
    71. Jakub Growiec, 2018. "The Digital Era, Viewed From a Perspective of Millennia of Economic Growth," KAE Working Papers 2018-034, Warsaw School of Economics, Collegium of Economic Analysis.
    72. Gasteiger, Emanuel & Prettner, Klaus, 2017. "A note on automation, stagnation, and the implications of a robot tax," Discussion Papers 2017/17, Free University Berlin, School of Business & Economics.
    73. Lance Lochner & Youngmin Park & Youngki Shin, 2017. "The Evolution of Unobserved Skill Returns in the U.S.: A New Approach Using Panel Data," Staff Working Papers 17-61, Bank of Canada.
    74. Damiani, Mirella & Pompei, Fabrizio & Andrea, Ricci, 2018. "Labour shares, employment protection and unions in European economies," MPRA Paper 91300, University Library of Munich, Germany.
    75. Warwick J McKibbin & Augustus J Panton, 2018. "Twenty-five Years of Inflation Targeting in Australia: Are There Better Alternatives for the Next Twenty-five Years?," RBA Annual Conference Volume (Discontinued), in: John Simon & Maxwell Sutton (ed.),Central Bank Frameworks: Evolution or Revolution?, Reserve Bank of Australia.
    76. Fran Stewart & Kathryn Kelley, 2020. "Connecting Hands and Heads: Retooling Engineering Technology for the “Smart†Manufacturing Workplace," Economic Development Quarterly, , vol. 34(1), pages 31-45, February.
    77. André Cieplinski, 2017. "Employee Control, Work Content and Wages," Department of Economics University of Siena 775, Department of Economics, University of Siena.
    78. Ajay Agrawal & Joshua Gans & Avi Goldfarb, 2018. "Prediction, Judgment, and Complexity: A Theory of Decision-Making and Artificial Intelligence," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 89-110, National Bureau of Economic Research, Inc.
    79. Gaetano Basso & Giovanni Peri & Ahmed S. Rahman, 2020. "Computerization and immigration: Theory and evidence from the United States," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 53(4), pages 1457-1494, November.
    80. Ferrreira, Ana Melissa, 2019. "Skill-Biased Technological Change and Inequality in the U.S," MPRA Paper 93914, University Library of Munich, Germany.
    81. Rob Davies & Dirk van Seventer, 2020. "Polarization in the South African labour market: Economy-wide scenarios," WIDER Working Paper Series wp-2020-121, World Institute for Development Economic Research (UNU-WIDER).
    82. Elena Crivellaro & Aikaterini Karadimitropoulou, 2019. "The role of financial constraints on labour share developments: macro- and micro-level evidence," Working Papers 257, Bank of Greece.
    83. Sébastien Bock, 2018. "Job Polarization and Unskilled Employment Losses in France," Working Papers halshs-01513037, HAL.
    84. Geiger, Niels & Prettner, Klaus & Schwarzer, Johannes A., 2018. "Automatisierung, Wachstum und Ungleichheit," Hohenheim Discussion Papers in Business, Economics and Social Sciences 13-2018, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    85. Bertin Martens & Songul Tolan, 2018. "Will this time be different? A review of the literature on the Impact of Artificial Intelligence on Employment, Incomes and Growth," JRC Working Papers on Digital Economy 2018-08, Joint Research Centre.
    86. Gene Grossman & Elhanan Helpman & Ezra Oberfield & Thomas Sampson, 2018. "The Productivity Slowdown and the Declining Labor Share," 2018 Meeting Papers 169, Society for Economic Dynamics.
    87. Hernando Zuleta & Andrés Zambrano, 2018. "Neutral or factor saving innovations?," Documentos CEDE 17134, Universidad de los Andes, Facultad de Economía, CEDE.
    88. Shreya Roy & Sugata Marjit & Bibek Ray Chaudhuri, 2022. "Role of Artificial Intelligence in Intra-Sectoral Wage Inequality in an Open Economy: A Finite Change Approach," CESifo Working Paper Series 9862, CESifo.
    89. Robert Dixon & Guay C. Lim, 2018. "Labor’s Share, the firm’s market power and TFP," Department of Economics - Working Papers Series 2038, The University of Melbourne.
    90. Anna M. Stansbury & Lawrence H. Summers, 2017. "Productivity and Pay: Is the link broken?," NBER Working Papers 24165, National Bureau of Economic Research, Inc.
    91. Nelson, Harry & Nikolakis, William & Martin-Chan, Kira, 2019. "The effect of institutional arrangements on economic performance among first nations: Evidence from forestry in BC," Forest Policy and Economics, Elsevier, vol. 107(C), pages 1-1.
    92. Caselli, Francesco & Manning, Alan, 2017. "Robot arithmetic: can new technology harm all workers or the average worker?," LSE Research Online Documents on Economics 86589, London School of Economics and Political Science, LSE Library.
    93. K.V. Ramaswamy, 2018. "Technological change, automation and employment: A Short review of theory and evidence," Indira Gandhi Institute of Development Research, Mumbai Working Papers 2018-002, Indira Gandhi Institute of Development Research, Mumbai, India.
    94. Ch-M. CHEVALIER & A. LUCIANI, 2018. "Computerization, labor productivity and employment: impacts across industries vary with technological level," Documents de Travail de l'Insee - INSEE Working Papers g2018-02, Institut National de la Statistique et des Etudes Economiques.
    95. Tadeusz A. Grzeszczyk, 2020. "Development of human capital in institutions from the Polish financial sector: Towards new technologies and agile business models," International Entrepreneurship Review, Centre for Strategic and International Entrepreneurship at the Cracow University of Economics., vol. 6(4), pages 51-63.
    96. Jabłoński Marek, 2019. "Interdependence Among Creativity, Education, and Job Experience: A Municipal Company in Poland," Journal of Management and Business Administration. Central Europe, Sciendo, vol. 27(4), pages 48-70, December.
    97. Pouliakas, Konstantinos, 2018. "Determinants of Automation Risk in the EU Labour Market: A Skills-Needs Approach," IZA Discussion Papers 11829, Institute of Labor Economics (IZA).
    98. Mary O'Mahony & Michela Vecchi & Francesco Venturini, 2019. "Technology, Intangible Assets and the Decline of the Labor Share," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2019-17, Economic Statistics Centre of Excellence (ESCoE).
    99. Nobuaki HAMAGUCHI & Keisuke KONDO, 2018. "Regional Employment and Artificial Intelligence in Japan," Discussion papers 18032, Research Institute of Economy, Trade and Industry (RIETI).
    100. Joseba Martinez, 2018. "Automation, Growth and Factor Shares," 2018 Meeting Papers 736, Society for Economic Dynamics.
    101. Geoff Weir, 2018. "Wage Growth Puzzles and Technology," RBA Research Discussion Papers rdp2018-10, Reserve Bank of Australia.
    102. Emmanuel Okamba, 2018. "Transition digitale et reconfiguration des métiers dans les organisations : le rôle du Manager de Transition," Post-Print halshs-01799732, HAL.
    103. Nizamul Islam & Ugo Colombino, 2018. "The case for negative income tax with flat tax in Europe. An empirical optimal taxation exercise," Working Papers 454, ECINEQ, Society for the Study of Economic Inequality.
    104. Ma, Hongmei & Gao, Qian & Li, Xiuzhen & Zhang, Yun, 2022. "AI development and employment skill structure: A case study of China," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 242-254.
    105. Matthias Oschinski & Rosalie Wyonch, 2017. "Future Shock? The Impact of Automation on Canada’s Labour Market," C.D. Howe Institute Commentary, C.D. Howe Institute, issue 472, March.

  26. Daron Acemoglu & Suresh Naidu & Pascual Restrepo & James A. Robinson, 2016. "Democracy Does Cause Growth," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-316, Boston University - Department of Economics.

    Cited by:

    1. Costa-Font, Joan & Knust, Niklas, 2023. "Does exposure to democracy decrease health inequality?," LSE Research Online Documents on Economics 119444, London School of Economics and Political Science, LSE Library.
    2. Germán Bet & Cecilia Peluffo, 2023. "Democracy, commodity price booms, and infant mortality," Empirical Economics, Springer, vol. 64(1), pages 153-193, January.
    3. Kym Anderson, 2021. "Agriculture’s globalization: Endowments, technologies, tastes and policies," Departmental Working Papers 2021-26, The Australian National University, Arndt-Corden Department of Economics.
    4. Aziz, Nusrate & Chowdhury, Murshed & Cooray, Arusha, 2022. "Why do people from wealthy countries migrate?," European Journal of Political Economy, Elsevier, vol. 73(C).
    5. Alberto Batinti & Joan Costa-i-Font & Timothy J. Hatton, 2019. "Voting Up? The Effects of Democracy and Franchise Extension on Human Stature," CESifo Working Paper Series 7701, CESifo.
    6. Deseau, Arnaud & Levai, Adam & Schmiegelow, Michèle, 2025. "Access to justice and economic development: Evidence from an international panel dataset," European Economic Review, Elsevier, vol. 172(C).
    7. Oscar Calvo-Gonz'alez & Axel Eizmendi & Germ'an Reyes, 2022. "The Shifting Attention of Political Leaders: Evidence from Two Centuries of Presidential Speeches," Papers 2209.00540, arXiv.org, revised Jun 2023.
    8. Jairaj Gupta & Narendra Nath Kushwaha & Xia Li & Tahera Ebrahimi, 2025. "Does firm-level political risk influence earnings management?," Review of Quantitative Finance and Accounting, Springer, vol. 64(3), pages 1165-1198, April.
    9. Michael D. Bordo & Pierre Siklos, 2019. "The Transformation and Performance of Emerging Market Economies Across the Great Divide of the Global Financial Crisis," NBER Working Papers 26342, National Bureau of Economic Research, Inc.
    10. Daniel Horn & Hubert Kiss Janos & Sára Khayouti, 2020. "Does trust associate with political regime?," CERS-IE WORKING PAPERS 2013, Institute of Economics, Centre for Economic and Regional Studies.
    11. Dimant, Eugen & Krieger, Tim & Meierrieks, Daniel, 2023. "Paying them to hate US: The effect of U.S. military aid on anti-American terrorism, 1968-2018," Discussion Paper Series 2023-02, University of Freiburg, Wilfried Guth Endowed Chair for Constitutional Political Economy and Competition Policy.
    12. Douglas Gollin & Casper Worm Hansen & Asger Wingender, 2016. "Two Blades of Grass: The Impact of the Green Revolution," CSAE Working Paper Series 2016-30, Centre for the Study of African Economies, University of Oxford.
    13. Elliott Ash & Massimo Morelli & Matia Vannoni, 2022. "More Laws, More Growth? Evidence from U.S. States," BAFFI CAREFIN Working Papers 22178, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    14. Marie-Ange Véganzonès-Varoudakis & Syed Muhammad All-E-Raza Rizvi, 2020. "Conflict, Growth and Human Development An Empirical Analysis of Pakistan," Post-Print hal-02991056, HAL.
    15. Tetsuya Kaji, 2019. "Asymptotic Theory of $L$-Statistics and Integrable Empirical Processes," Papers 1910.07572, arXiv.org.
    16. Riccardo Colacito & Bridget Hoffman & Toan Phan, 2018. "Temperature and Growth: A Panel Analysis of the United States," Working Paper 18-9, Federal Reserve Bank of Richmond.
    17. Emmanuelle Auriol & Sara Biancini & Rodrigo Paillacar, 2023. "Intellectual property rights protection and trade: an empirical analysis," Post-Print hal-03947266, HAL.
    18. Sezer Yasar & Ceyhun Elgin, 2024. "Democracy and fiscal-policy response to COVID-19," Public Choice, Springer, vol. 198(1), pages 25-45, January.
    19. Jiao, Xiyu & Pretis, Felix & Schwarz, Moritz, 2024. "Testing for coefficient distortion due to outliers with an application to the economic impacts of climate change," Journal of Econometrics, Elsevier, vol. 239(1).
    20. Simplice A. Asongu & Paul N. Acha-Anyi, 2019. "A Survey on the Washington Consensus and the Beijing Model: Reconciling Development Perspectives," Working Papers of the African Governance and Development Institute. 19/050, African Governance and Development Institute..
    21. Deter, Max & Lange, Martin, 2023. "Are the supporters of socialism the losers of capitalism? Conformism in East Germany and transition success," European Journal of Political Economy, Elsevier, vol. 76(C).
    22. Adam, Antonis & Tsavou, Evi, 2024. "Assessing the effect of international terrorism on civil liberties using a potential outcomes framework," LSE Research Online Documents on Economics 122337, London School of Economics and Political Science, LSE Library.
    23. Deb Kusum Das & Abdul Azeez Erumban & Jagannath Mallick, 2021. "Economic Growth In India During 1950–2015: Nehruvian Socialism To Market Capitalism," Journal of Economic Surveys, Wiley Blackwell, vol. 35(3), pages 926-951, July.
    24. Daron Acemoglu & Ufuk Akcigit & William Kerr, 2015. "Networks and the Macroeconomy: An Empirical Exploration," NBER Chapters, in: NBER Macroeconomics Annual 2015, Volume 30, pages 273-335, National Bureau of Economic Research, Inc.
    25. Joan Crespo & Jesús Peiró-Palomino & Emili Tortosa-Ausina, 2020. "Does university performance have an economic payoff for their home regions? Evidence for the Spanish provinces," Working Papers 2020/20, Economics Department, Universitat Jaume I, Castellón (Spain).
    26. Priya Ranjan & Giray Gozgor, 2018. "Globalization and Taxation: Theory and Evidence," Working Papers 181903, University of California-Irvine, Department of Economics.
    27. Lichter, Andreas & Löffler, Max & Siegloch, Sebastian, 2015. "The Economic Costs of Mass Surveillance: Insights from Stasi Spying in East Germany," IZA Discussion Papers 9245, Institute of Labor Economics (IZA).
    28. Becker, Torbjörn, 2019. "Russia’s macroeconomy—a closer look at growth, investment, and uncertainty," SITE Working Paper Series 49, Stockholm School of Economics, Stockholm Institute of Transition Economics.
    29. Michele Peruzzi & Alessio Terzi, 2018. "Growth Accelerations Strategies," CID Working Papers 91a, Center for International Development at Harvard University.
    30. Kamin, Katrin & Langhammer, Rolf J., 2024. "BRICS+: a Wake-Up Call for the G7?," Open Access Publications from Kiel Institute for the World Economy 306420, Kiel Institute for the World Economy (IfW Kiel).
    31. Scott Dallman & Anusha Nath & Filip Premik, 2021. "The Effect of Constitutional Provisions on Education Policy and Outcomes," Staff Report 623, Federal Reserve Bank of Minneapolis.
    32. Jonathan Mukiza Peter Kansheba & Mutaju Isack Marobhe, 2022. "Institutional quality and resource-based economic sustainability: the mediation effects of resource governance," SN Business & Economics, Springer, vol. 2(2), pages 1-24, February.
    33. Selim Raihan & Sabyasachi Kar & Kunal Sen, 2018. "Transitions between growth episodes: Do institutions matter and do some institutions matter more?," Global Development Institute Working Paper Series esid-099-18, GDI, The University of Manchester.
    34. Van Reenen, John & Valero, Anna, 2016. "The Economic Impact of Universities: Evidence from Across the Globe," CEPR Discussion Papers 11462, C.E.P.R. Discussion Papers.
    35. Lewkowicz, Jacek & Woźniak, Michał & Wrzesiński, Michał, 2022. "COVID-19 and erosion of democracy," Economic Modelling, Elsevier, vol. 106(C).
    36. Leopoldo Fergusson & Horacio Larreguy & Juan Felipe Riaño, 2020. "Political Competition and State Capacity Evidence from a Land Allocation Program in Mexico," Documentos CEDE 18181, Universidad de los Andes, Facultad de Economía, CEDE.
    37. Toke, A.S. & Albornoz, F. & Gassebner, M., 2012. "The Golden Hello and Political Transitions," Cambridge Working Papers in Economics 1241, Faculty of Economics, University of Cambridge.
    38. Folorunsho M. Ajide, 2023. "Institutions and Entrepreneurship in Africa: Does Democracy Matter?," Journal of Entrepreneurship and Innovation in Emerging Economies, Entrepreneurship Development Institute of India, vol. 32(3), pages 553-589, November.
    39. Meng, Chang & Ghafoori, Noorulhaq, 2024. "The economic impact of terrorism in South Asia," Socio-Economic Planning Sciences, Elsevier, vol. 96(C).
    40. Lars P. Feld & Ekkehard A. Köhler, 2023. "Standing on the shoulders of giants or science? Lessons from ordoliberalism," Public Choice, Springer, vol. 195(3), pages 197-211, June.
    41. Haddad, Joanne & Kattan, Lamis, 2024. "Female-Specific Labor Regulation and Employment: Historical Evidence from the United States," GLO Discussion Paper Series 1518, Global Labor Organization (GLO).
    42. Ernesto Crivelli & Mr. Sanjeev Gupta, 2014. "Does conditionality in IMF-supported programs promote revenue reform?," IMF Working Papers 2014/206, International Monetary Fund.
    43. Klaus Gründler & Niklas Potrafke & Timo Wochner, 2019. "Korruption und Wirtschaftswachstum," ifo Schnelldienst, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 72(18), pages 27-33, September.
    44. Mensah,Justice Tei, 2023. "Mobile Phones and Local Economic Development : A Global Evidence," Policy Research Working Paper Series 10526, The World Bank.
    45. Raymond Boadi Frempong & David Stadelmann & Frederik Wild, 2020. "Coronavirus-Lockdowns, Secondary Effects and Sustainable Exit-Strategies for Sub-Saharan Africa," CREMA Working Paper Series 2020-09, Center for Research in Economics, Management and the Arts (CREMA).
    46. Metodij Hadzi-Vaskov & Samuel Pienknagura & Mr. Luca A Ricci, 2021. "The Macroeconomic Impact of Social Unrest," IMF Working Papers 2021/135, International Monetary Fund.
    47. Edward P. Herbst & Benjamin K. Johannsen, 2020. "Bias in Local Projections," Finance and Economics Discussion Series 2020-010r1, Board of Governors of the Federal Reserve System (U.S.), revised 04 Jan 2021.
    48. Bougharriou, Nouha & Benayed, Walid & Gabsi, Foued Badr, 2019. "The democracy and economic growth nexus: Do FDI and government spending matter? Evidence from the Arab world," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 13, pages 1-29.
    49. Damián Vergara, 2022. "Do policies and institutions matter for pre-tax income inequality? Cross-country evidence," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 29(1), pages 30-52, February.
    50. Gründler, Klaus & Krieger, Tommy, 2022. "Should we care (more) about data aggregation?," European Economic Review, Elsevier, vol. 142(C).
    51. Georgios KARRAS, 2015. "Fiscal Activism In European Regions: Evidence On Fiscal Rules Before And After The Euro," Regional Science Inquiry, Hellenic Association of Regional Scientists, vol. 0(1), pages 21-34, June.
    52. Manuel Funke & Moritz Schularick & Christoph Trebesch, 2023. "Populist Leaders and the Economy," American Economic Review, American Economic Association, vol. 113(12), pages 3249-3288, December.
    53. Arindrajit Dube & Daniele Girardi & Òscar Jordà & Alan M. Taylor, 2023. "A Local Projections Approach to Difference-in-Differences Event Studies," Working Paper Series 2023-12, Federal Reserve Bank of San Francisco.
    54. Lanz, Bruno & Dietz, Simon & Swanson, Timothy, 2018. "Global economic growth and agricultural land conversion under uncertain productivity improvements in agriculture," LSE Research Online Documents on Economics 85638, London School of Economics and Political Science, LSE Library.
    55. Gründler, Klaus, 2020. "Political Stability and Economic Prosperity: Are Coups Bad for Growth?," VfS Annual Conference 2020 (Virtual Conference): Gender Economics 224640, Verein für Socialpolitik / German Economic Association.
    56. Daan Freeman & Robert Inklaar & W. Erwin Diewert, 2021. "Natural Resources and Missing Inputs in International Productivity Comparisons," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 67(1), pages 1-17, March.
    57. Absher, Samuel & Grier, Robin & Grier, Kevin, 2023. "The consequences of CIA-sponsored regime change in Latin America," European Journal of Political Economy, Elsevier, vol. 80(C).
    58. Ahmed, Salah & Trabelsi, Mohamed Ali, 2022. "Economic resilience in developing countries: The role of democracy in the face of external shocks," MPRA Paper 115851, University Library of Munich, Germany.
    59. Raphaël Chiappini & Cyrielle Gaglio, 2023. "Digital intensity, trade costs and exports' quality upgrading," Post-Print hal-04154448, HAL.
    60. Cengiz, Doruk & Tekgüç, Hasan, 2024. "Counterfactual reconciliation: Incorporating aggregation constraints for more accurate causal effect estimates," International Journal of Forecasting, Elsevier, vol. 40(2), pages 564-580.
    61. Otto Brøns-Petersen & Søren Havn Gjedsted, 2021. "Climate change and institutional change: what is the relative importance for economic performance?," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 23(2), pages 333-360, April.
    62. Trung V. Vu, 2021. "Are genetic traits associated with riots? The political legacy of prehistorically determined genetic diversity," Kyklos, Wiley Blackwell, vol. 74(4), pages 567-595, November.
    63. Stausholm, Saila Naomi, 2017. "Rise of ineffective incentives: New empirical evidence on tax holidays in developing countries," SocArXiv 4sn3k, Center for Open Science.
    64. Alessio Terzi, 2019. "The Euro Crisis and Economic Growth: A Novel Counterfactual Approach," CESifo Working Paper Series 7746, CESifo.
    65. Gerring, John & Gjerløw, Haakon & Knutsen, Carl Henrik, 2022. "Regimes and industrialization," World Development, Elsevier, vol. 152(C).
    66. Sébastien Galanti & Aurélien Leroy & Anne-Gaël Vaubourg, 2022. "Investment and access to external finance in Europe: Does analyst coverage matter?," Working Papers hal-04638828, HAL.
    67. Manuel Arellano & Stéphane Bonhomme, 2015. "Nonlinear panel data estimation via quantile regressions," CeMMAP working papers CWP40/15, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    68. Thea How Choon & Giovanna Marcolongo & Paolo Pinotti, 2024. "Money Talks to Autocrats, Bullets Whistle to Democrats: Political Influence under Different Regimes," BAFFI CAREFIN Working Papers 24229, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    69. Katarzyna Kordas & Julia Ravenscroft & Ying Cao & Elena V. McLean, 2018. "Lead Exposure in Low and Middle-Income Countries: Perspectives and Lessons on Patterns, Injustices, Economics, and Politics," IJERPH, MDPI, vol. 15(11), pages 1-18, October.
    70. Zhenxiong Li & Hilary Ingham, 2020. "Financial Development, Economic Performance and Democracy," Working Papers 291296033, Lancaster University Management School, Economics Department.
    71. Hibrahim Limi Kouotou & Boniface Ngah Epo, 2022. "Duration of heads of state in power and economic growth: a Sub-Saharan African tale," Economics Bulletin, AccessEcon, vol. 42(2), pages 1153-1170.
    72. Krenz, Astrid & Abeliansky, Ana, 2016. "Democracy and International Trade: Differential Effects from a Panel Quantile Regression Framework," VfS Annual Conference 2016 (Augsburg): Demographic Change 145788, Verein für Socialpolitik / German Economic Association.
    73. Ignacio Amate-Fortes & Almudena Guarnido-Rueda & Agustin Molina-Morales, 2017. "Economic and Social Determinants of Human Development: A New Perspective," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 133(2), pages 561-577, September.
    74. Bennett, Daniel & Nikolaev, Boris & Aidt, Toke, 2016. "Institutions & Well-being," MPRA Paper 78436, University Library of Munich, Germany.
    75. Moricz, Sara & Sjöholm, Fredrik, 2014. "The Effect of Elections on Economic Growth: Results from a Natural Experiment in Indonesia," Working Paper Series 1023, Research Institute of Industrial Economics.
    76. Dieudonné Mignamissi & Séraphin Brice Minkoé Bikoula & Thierno Thioune, 2023. "Inflation and Economic Growth in Sub-Saharan Africa: The Role of Institutions," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 21(4), pages 847-871, December.
    77. Okada, Keisuke & Shinkuma, Takayoshi, 2022. "Transparency and natural resources in sub-Saharan Africa," Resources Policy, Elsevier, vol. 76(C).
    78. Rupert Sausgruber & Axel Sonntag & Jean-Robert Tyran, 2019. "Disincentives from Redistribution: Evidence on a Dividend of Democracy," Discussion Papers 19-08, University of Copenhagen. Department of Economics.
    79. Mehdi El Herradi & Aurélien Leroy, 2021. "The rich, the poor, and the middle class: banking crises and income distribution," AMSE Working Papers 2136, Aix-Marseille School of Economics, France.
    80. Burgess, Robin & Jedwab, Remi & Miguel, Edward & Morjaria, Ameet & Padró i Miquel, Gerard, 2015. "The value of democracy: evidence from road building in Kenya," LSE Research Online Documents on Economics 61947, London School of Economics and Political Science, LSE Library.
    81. Viral V. Acharya & Lea Borchert & Maximilian Jager & Sascha Steffen, 2023. "Kicking the Can Down the Road: Government Interventions in the European Banking Sector," CRC TR 224 Discussion Paper Series crctr224_2023_446, University of Bonn and University of Mannheim, Germany.
    82. Sawadogo, Pegdéwendé Nestor, 2020. "Can fiscal rules improve financial market access for developing countries?," Journal of Macroeconomics, Elsevier, vol. 65(C).
    83. Luca Farè & David B. Audretsch & Marcus Dejardin, 2023. "Does democracy foster entrepreneurship?," Small Business Economics, Springer, vol. 61(4), pages 1461-1495, December.
    84. Pierre-Guillaume Méon & Khalid Sekkat, 2016. "A time to throw stones, a time to reap: How long does it take for democratic transitions to improve institutional outcomes?," Working Papers CEB 16-016, ULB -- Universite Libre de Bruxelles.
    85. Juan Carlos Suárez Serrato & Philippe Wingender, 2016. "Estimating Local Fiscal Multipliers," NBER Working Papers 22425, National Bureau of Economic Research, Inc.
    86. Terzi, Alessio, 2020. "Macroeconomic adjustment in the euro area," European Economic Review, Elsevier, vol. 128(C).
    87. Qiang Chen & Yijiang Wang & Chun-lei Yang, 2014. "Taxation under Autocracy: Theory and Evidence from Late Imperial China," SDU Working Papers 2014-03, School of Economics, Shandong University.
    88. Bautista, María Angélica & González, Felipe & Martinez, Luis R. & Muñoz, Pablo & Prem, Mounu, 2024. "Dictatorship, Higher Education, and Social Mobility," IZA Discussion Papers 16989, Institute of Labor Economics (IZA).
    89. Dang, Hai-Anh H. & Trinh, Trong-Anh, 2021. "Does the COVID-19 lockdown improve global air quality? New cross-national evidence on its unintended consequences," Journal of Environmental Economics and Management, Elsevier, vol. 105(C).
    90. Marco Colagrossi & Domenico Rossignoli & Mario A. Maggioni, 2017. "Does democracy cause growth? A meta-analysis perspective," DISEIS - Quaderni del Dipartimento di Economia internazionale, delle istituzioni e dello sviluppo dis1703, Università Cattolica del Sacro Cuore, Dipartimento di Economia internazionale, delle istituzioni e dello sviluppo (DISEIS).
    91. Ezcurra, Roberto & Zuazu, Izaskun, 2019. "Political equality and quality of government," MPRA Paper 96476, University Library of Munich, Germany.
    92. Niklas Potrafke, 2023. "The Economic Consequences of Fiscal Rules," CESifo Working Paper Series 10765, CESifo.
    93. Michel Serafinelli & Guido Tabellini, 2017. "Creativity over Time and Space," Working Papers 608, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
    94. Alessio Terzi & Pasqual Marco Marrazzo, 2017. "Wide-reaching Structural Reforms and Growth: A Cross-country Synthetic Control Approach," CID Working Papers 82a, Center for International Development at Harvard University.
    95. Jorge Braga Macedo & Joaquim Oliveira Martins & João Tovar Jalles, 2021. "Globalization, Freedoms and Economic convergence: an empirical exploration of a trivariate relationship using a large panel," International Economics and Economic Policy, Springer, vol. 18(3), pages 605-629, July.
    96. Yoon, Hyungseok (David) & Boudreaux, Christopher & Kim, Namil, 2024. "Connecting the dots between democracy and innovation: The role of pro-market institutions and information processing," Research Policy, Elsevier, vol. 53(8).
    97. Crescioli, Tommaso & Martelli, Angelo, 2022. "Beyond the Great Reversal: Superstars, Unions, and the Euro," Single Market Economics Papers WP2022/8, Directorate-General for Internal Market, Industry, Entrepreneurship and SMEs (European Commission), Chief Economist Team.
    98. Balamatsias, Pavlos, 2018. "Democracy and taxation," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 12, pages 1-28.
    99. Halvard Buhaug & Jonas Vestby, 2019. "On Growth Projections in the Shared SocioeconomicPathways," Global Environmental Politics, MIT Press, vol. 19(4), pages 118-132, November.
    100. Callais, Justin T. & Young, Andrew T., 2023. "A rising tide that lifts all boats: An analysis of economic freedom and inequality using matching methods," Journal of Comparative Economics, Elsevier, vol. 51(3), pages 744-777.
    101. Paldam, Martin, 2024. "Income, growth, and democracy looking for the main causal directions in the nexus," European Journal of Political Economy, Elsevier, vol. 83(C).
    102. Daniele Girardi & Walter Paternesi Meloni & Antonella Stirati, 2018. "Persistent Effects of Autonomous Demand Expansions," Working Papers Series 70, Institute for New Economic Thinking.
    103. Kotera, Go & Okada, Keisuke, 2015. "How Does Democratization Affect the Composition of Government Expenditure?," MPRA Paper 67085, University Library of Munich, Germany.
    104. João T. Jalles, 2022. "Do credit rating agencies reward fiscal prudence?," International Finance, Wiley Blackwell, vol. 25(1), pages 2-22, April.
    105. Paul-Olivier Klein & Rima Turk-Ariss, 2022. "Bank capital and economic activity," Post-Print hal-03955630, HAL.
    106. Andrew K. Rose & Mark M. Spiegel, 2015. "Bond vigilantes and inflation," Working Paper Series 2015-9, Federal Reserve Bank of San Francisco.
    107. Olayinka Oyekola & Lotanna E. Emediegwu & Jubril Olayinka Animashaun, 2023. "Commodity windfalls, political regimes, and environmental quality," Discussion Papers 2306, University of Exeter, Department of Economics.
    108. Wei Liang & Heng-fu Zou, 2024. "Endogenous Constitutional Democracy Capital and Economic Development," CEMA Working Papers 627, China Economics and Management Academy, Central University of Finance and Economics.
    109. Dejene Mamo Bekana, 2021. "Innovation and Economic Growth in Sub-Saharan Africa: Why Institutions Matter? An Empirical Study Aross 37 Countries," Arthaniti: Journal of Economic Theory and Practice, , vol. 20(2), pages 161-200, December.
    110. Santiago Lago-Peñas & Jorge Martinez-Vazquez & Agnese Sacchi, 2020. "Country performance during the Covid-19 pandemic: Externalities, coordination and the role of institutions," Working Papers. Collection A: Public economics, governance and decentralization 2001, Universidade de Vigo, GEN - Governance and Economics research Network.
    111. Andersson, Fredrik NG, 2016. "A Blessing in Disguise? Banking Crises and Institutional Change," World Development, Elsevier, vol. 83(C), pages 135-147.
    112. Carmine Guerriero, 2020. "Endogenous Institutions and Economic Outcomes," Economica, London School of Economics and Political Science, vol. 87(346), pages 364-405, April.
    113. Mountford, Andrew, 2022. "Economic Growth Analysis When Balanced Growth Paths May Be Time Varying," MPRA Paper 114249, University Library of Munich, Germany.
    114. Eugénie Joltreau, 2022. "Extended Producer Responsibility, Packaging Waste Reduction and Eco-design," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 83(3), pages 527-578, November.
    115. Caselli, Francesca & Wingender, Philippe, 2021. "Heterogeneous effects of fiscal rules: The Maastricht fiscal criterion and the counterfactual distribution of government deficits✰," European Economic Review, Elsevier, vol. 136(C).
    116. Jean-Louis Combes & Tidiane Kinda & Rasmané Ouedraogo & Patrick Plane, 2017. "Does It Pour When it Rains? Capital Flows and Economic Growth in Developing Countries," CERDI Working papers halshs-01454804, HAL.
    117. Regine Pleninger & Jan-Egbert Sturm, 2019. "The Effects of Economic Globalisation and Ethnic Fractionalisation on Redistribution," KOF Working papers 19-465, KOF Swiss Economic Institute, ETH Zurich.
    118. Fetzer, Thiemo & Besley, Tim & Mueller, Hannes, 2020. "Terror and Tourism: The Economic Consequences of Media Coverage," CEPR Discussion Papers 14275, C.E.P.R. Discussion Papers.
    119. Cust, James & Harding, Torfinn & Krings, Hanna & Rivera-Ballesteros, Alexis, 2023. "Public governance versus corporate governance: Evidence from oil drilling in forests," Journal of Development Economics, Elsevier, vol. 163(C).
    120. Zaremba, Adam & Kizys, Renatas & Tzouvanas, Panagiotis & Aharon, David Y. & Demir, Ender, 2021. "The quest for multidimensional financial immunity to the COVID-19 pandemic: Evidence from international stock markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 71(C).
    121. Harry Pickard & Thomas Dohmen & Bert van Landeghem, 2023. "Inequality and Risk Preference," ECONtribute Discussion Papers Series 216, University of Bonn and University of Cologne, Germany.
    122. Brunnschweiler, Christa N. & Poelhekke, Steven, 2021. "Pushing one’s luck: Petroleum ownership and discoveries," Journal of Environmental Economics and Management, Elsevier, vol. 109(C).
    123. Feyen, Erik & Alonso Gispert, Tatiana & Kliatskova, Tatsiana & Mare, Davide S., 2021. "Financial Sector Policy Response to COVID-19 in Emerging Markets and Developing Economies," Journal of Banking & Finance, Elsevier, vol. 133(C).
    124. Colagrossi, Marco & Rossignoli, Domenico & Maggioni, Mario A., 2020. "Does democracy cause growth? A meta-analysis (of 2000 regressions)," European Journal of Political Economy, Elsevier, vol. 61(C).
    125. Vu, Trung V., 2022. "Unbundling the effect of political instability on income redistribution," European Journal of Political Economy, Elsevier, vol. 75(C).
    126. Jo Reynaerts & Jakob Vanschoonbeek, 2016. "The economics of state fragmentation: Assessing the economic impact of secession - Addendum," Working Papers of VIVES - Research Centre for Regional Economics 547242, KU Leuven, Faculty of Economics and Business (FEB), VIVES - Research Centre for Regional Economics.
    127. Rodolphe Desbordes & Markus Eberhardt & Mario Larch, 2025. "A Democratic Dividend in Trade? Evidence from a Flexible Empirical Implementation," CESifo Working Paper Series 11735, CESifo.
    128. Klaus Gründler & Andreas Link, 2024. "Ethnic Inequality and Economic Growth: Evidence from Harmonized Satellite Data," CESifo Working Paper Series 11034, CESifo.
    129. Alexandra Pripadcheva & Dmitriy Veselov, 2021. "Social Mobility And Preferences For Open Access Societies," HSE Working papers WP BRP 250/EC/2021, National Research University Higher School of Economics.
    130. Beni Kouevi-Gath & Pierre-Guillaume Méon & Laurent Weill, 2021. "Do banking crises improve democracy?," Public Choice, Springer, vol. 186(3), pages 413-446, March.
    131. Anselm Hager & Moritz Hennicke & Werner Krause & Lukas Mergele, 2022. "Privatizations Spark Socialist Backlash: Evidence from East Germany's Transformation," CESifo Working Paper Series 10030, CESifo.
    132. Nikolas Kuschnig, 2022. "Bayesian spatial econometrics: a software architecture," Journal of Spatial Econometrics, Springer, vol. 3(1), pages 1-25, December.
    133. Anna Valero, 2021. "Education and economic growth," CEP Discussion Papers dp1764, Centre for Economic Performance, LSE.
    134. Beck, Thorsten & Döttling, Robin & Lambert, Thomas & Van Dijk, Mathijs, 2020. "Liquidity Creation, Investment, and Growth," CEPR Discussion Papers 14956, C.E.P.R. Discussion Papers.
    135. Ilan Noy & Shakked Noy, 2022. "The Short-Termism of 'Hard' Economics," CESifo Working Paper Series 10160, CESifo.
    136. Antoine Belgodere & Sauveur Giannoni & Sandrine Noblet, 2021. "Are good institutions required to import economic growth? The case of tourism," Post-Print hal-04654445, HAL.
    137. Johannes Blum, 2021. "Democracy’s third wave and national defense spending," Public Choice, Springer, vol. 189(1), pages 183-212, October.
    138. Callais, Justin & Harris, Colin & Borchard, Ben, 2022. "The moral costs of markets: Testing the deterioration hypothesis," Journal of Economic Behavior & Organization, Elsevier, vol. 204(C), pages 200-220.
    139. Xiaojuan He & Dervis Kirikkaleli & Melike Torun & Zecheng Li, 2021. "Modeling Economic Risk in the QISMUT Countries: Evidence From Nonlinear Cointegration Tests," SAGE Open, , vol. 11(4), pages 21582440211, October.
    140. Syed Waqar Akbar & Ajid Ur Rehman & Imran Arshad & Waseem Abbas Shaheen, 2024. "From Theory to Practice: Examining the True Impact of Institutional Quality on Innovation Commercialization," Bulletin of Business and Economics (BBE), Research Foundation for Humanity (RFH), vol. 13(1), pages 8-21.
    141. Kotschy, Rainer & Sunde, Uwe, 2021. "Income Shocks, Inequality, and Democracy," Munich Reprints in Economics 75814, University of Munich, Department of Economics.
    142. Arsham Reisinezhad, 2024. "The Dutch disease revisited: consistency of theory and evidence," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(3), pages 553-603, March.
    143. Filippidis, Michail & Tzouvanas, Panagiotis & Chatziantoniou, Ioannis, 2021. "Energy poverty through the lens of the energy-environmental Kuznets curve hypothesis," Energy Economics, Elsevier, vol. 100(C).
    144. Asiye Tutuncu & Yasar Bayraktar, 2024. "The effect of democracy and corruption paradox on economic growth: MINT countries," Economic Change and Restructuring, Springer, vol. 57(4), pages 1-25, August.
    145. Hackenesch, Christine & Leininger, Julia & Mross, Karina, 2020. "What the EU should do for democracy support in Africa: Ten proposals for a new strategic initiative in times of polarisation," IDOS Discussion Papers 14/2020, German Institute of Development and Sustainability (IDOS).
    146. Akbulut-Yuksel, Mevlude & Okoye, Dozie & Turan, Belgi, 2020. "Expressway to Power: Infrastructure Projects and Political Support," IZA Discussion Papers 13795, Institute of Labor Economics (IZA).
    147. Ricardo Nieva, 2021. "Heterogeneous coalitions and social revolutions," Rationality and Society, , vol. 33(2), pages 229-275, May.
    148. Giray Gozgor, 2020. "Global Evidence on the Determinants of Public Trust in Governments during the Covid-19," CESifo Working Paper Series 8313, CESifo.
    149. Melissa Rubio-Ramos & Christian Isendahl & Ola Olsson, 2024. "The Political Economy of Bread and Circuses: Weather Shocks and Classic Maya Monument Construction," ECONtribute Discussion Papers Series 342, University of Bonn and University of Cologne, Germany.
    150. Guilhem Cassan & Milan Van Steenvoort, 2021. "Political Regime and COVID 19 death rate: efficient, biasing or simply different autocracies ?," Papers 2101.09960, arXiv.org.
    151. Matteo Aquilina & Giulio Cornelli & Marina Sanchez del Villar, 2024. "Regulation, information asymmetries and the funding of new ventures," BIS Working Papers 1162, Bank for International Settlements.
    152. World Bank, 2022. "Poland Country Economic Memorandum," World Bank Publications - Reports 38116, The World Bank Group.
    153. Shrabani Saha & Kunal Sen, 2019. "The corruption-growth relationship: Do political institutions matter?," WIDER Working Paper Series wp-2019-65, World Institute for Development Economic Research (UNU-WIDER).
    154. António Afonso & M. Carmen Blanco-Arana, 2024. "The Role of Fiscal Policy Rating Variables on Economic Growth in the LDCs," CESifo Working Paper Series 11208, CESifo.
    155. Daron Acemoglu & Francisco Gallego & James A. Robinson, 2014. "Institutions, Human Capital and Development," Documentos de Trabajo 449, Instituto de Economia. Pontificia Universidad Católica de Chile..
    156. Su, Dan & Yao, Yang, 2016. "Manufacturing as the Key Engine of Economic Growth for Middle-Income Economies," ADBI Working Papers 573, Asian Development Bank Institute.
    157. Verdolini, Elena & Vona, Francesco & Popp, David, 2018. "Bridging the gap: Do fast-reacting fossil technologies facilitate renewable energy diffusion?," Energy Policy, Elsevier, vol. 116(C), pages 242-256.
    158. Tii N. Nchofoung & Simplice A. Asongu & Vanessa S. Tchamyou & Ofeh M. Edoh, 2022. "Gender political inclusion and democracy in Africa: some empirical evidence," Working Papers of The Association for Promoting Women in Research and Development in Africa (ASPROWORDA). 22/011, The Association for Promoting Women in Research and Development in Africa (ASPROWORDA).
    159. Abel François & Pierre-Guillaume Méon, 2021. "Politicians at higher levels of government are perceived as more corrupt," Post-Print hal-03129928, HAL.
    160. Gutmann, Jerg & Voigt, Stefan, 2018. "The rule of law: Measurement and deep roots," European Journal of Political Economy, Elsevier, vol. 54(C), pages 68-82.
    161. Andrew Farrant & Vlad Tarko, 2019. "James M. Buchanan’s 1981 visit to Chile: Knightian democrat or defender of the ‘Devil’s fix’?," The Review of Austrian Economics, Springer;Society for the Development of Austrian Economics, vol. 32(1), pages 1-20, March.
    162. Markus Brueckner & Era Dabla-Norris & Mark Gradstein & Daniel Lederman, 2017. "The Rise of the Middle Class and Economic Growth in ASEAN," CEPR Discussion Papers 697, Centre for Economic Policy Research, Research School of Economics, Australian National University.
    163. Thorvaldur Gylfason, 2017. "From Double Diversification to Efficiency and Growth," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 59(2), pages 149-168, June.
    164. Marino, Maria & Donni, Paolo Li & Bavetta, Sebastiano & Cellini, Marco, 2020. "The democratization process: An empirical appraisal of the role of political protest," European Journal of Political Economy, Elsevier, vol. 63(C).
    165. Christian Bjørnskov, 2020. "Why do military dictatorships become presidential democracies? Mapping the democratic interests of autocratic regimes," Public Choice, Springer, vol. 185(1), pages 21-43, October.
    166. Woo-Mora, L. Guillermo, 2025. "Populism’s original sin: Short-term populist penalties and uncertainty traps," European Economic Review, Elsevier, vol. 172(C).
    167. Millemaci, Emanuele & Monteforte, Fabio & Temple, Jonathan R. W., 2024. "Electing for stability: Democracy and output volatility, 1960-2019," SocArXiv m382s, Center for Open Science.
    168. Xu, Tao & Zhu, Weiwei, 2022. "Entrepreneurs or Employees: What Chinese Citizens Encouraged to Become by Social Attitudes?," MPRA Paper 113212, University Library of Munich, Germany.
    169. George Economides & Pantelis Kammas & Thomas Moutos, 2020. "On the Interaction between Minimum Wage Adoption and Fiscal Redistribution: A Theoretical and Empirical Investigation," CESifo Working Paper Series 8355, CESifo.
    170. Ivan Miroshnychenko & Alfredo De Massis & Danny Miller & Roberto Barontini, 2021. "Family Business Growth Around the World," Entrepreneurship Theory and Practice, , vol. 45(4), pages 682-708, July.
    171. Maria Angélica Bautista & Felipe González & Luis R. Martínez & Pablo Muñoz & Mounu Prem, 2020. "Chile's Missing Students: Dictatorship, Higher Education and Social Mobility," HiCN Working Papers 329, Households in Conflict Network.
    172. Henri Njangang & Youssouf Nvuh-Njoya, 2023. "Unravelling the link between democracy and economic complexity: fresh evidence from the Varieties of Democracy data," SN Business & Economics, Springer, vol. 3(3), pages 1-32, March.
    173. Toke Aidt & Gabriel Leon & Max Satchell, 2017. "The Social Dynamics of Collective Action: Evidence from the Captain Swing Riots, 1830-31," CESifo Working Paper Series 6773, CESifo.
    174. Caselli, Francesca & Reynaud, Julien, 2020. "Do fiscal rules cause better fiscal balances? A new instrumental variable strategy," European Journal of Political Economy, Elsevier, vol. 63(C).
    175. Yuriy Gorodnichenko & Gerard Roland, 2015. "Culture, Institutions and Democratization," NBER Working Papers 21117, National Bureau of Economic Research, Inc.
    176. Paul Pelzl & Steven Poelhekke, 2023. "Democratization, leader education and growth: firm-level evidence from Indonesia," Journal of Economic Growth, Springer, vol. 28(4), pages 571-600, December.
    177. Oleksii Lyulyov & Tetyana Pimonenko & Natalia Stoyanets & Nataliia Letunovska, 2019. "Sustainable Development of Agricultural Sector: Democratic Profile Impact Among Developing Countries," Research in World Economy, Research in World Economy, Sciedu Press, vol. 10(4), pages 97-105, December.
    178. Ambrocio, Gene & Gu, Xian & Hasan, Iftekhar & Politsidis, Panagiotis, 2020. "The Diplomacy Discount in Global Syndicated Loans," MPRA Paper 103608, University Library of Munich, Germany.
    179. Uzar, Umut, 2024. "The critical role of green innovation technologies and democracy in the transition to sustainability: A study on leading emerging market economies," Technology in Society, Elsevier, vol. 78(C).
    180. Wen, Jun & Zhang, Sen & Chang, Chun-Ping, 2022. "Legal origins and innovation: Global evidence," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    181. Michael Kremer & Jack Willis & Yang You, 2021. "Converging to Convergence," NBER Chapters, in: NBER Macroeconomics Annual 2021, volume 36, pages 337-412, National Bureau of Economic Research, Inc.
    182. Dittmar, Jeremiah & Meisenzahl, Ralf R, 2017. "State Capacity and Public Goods: Institutional Change, Human Capital, and Growth in Historic Germany," CEPR Discussion Papers 12037, C.E.P.R. Discussion Papers.
    183. Bjørnskov, Christian, 2022. "Coups and Economic Crises," Working Paper Series 1449, Research Institute of Industrial Economics.
    184. Ghosh, Sugata & Mitra, Anirban, 2016. "Ethnic Diversity, Public Spending and Political Regimes," MPRA Paper 75546, University Library of Munich, Germany.
    185. Stéphane Mbiankeu Nguea & Armand Gilbert Noula & Issidor Noumba, 2024. "Financial Globalization and Democracy: Implications for Economic Growth in African Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 3355-3379, March.
    186. Simplice A. Asongu & Cheikh T. Ndour & Judith C. M. Ngoungou, 2023. "The effects of gender political inclusion and democracy on environmental performance: evidence from the method of moments by quantile regression," Working Papers 23/060, European Xtramile Centre of African Studies (EXCAS).
    187. Tomas, Casas i Klett & Guido, Cozzi, 2020. "Elite Quality Report 2020," MPRA Paper 102768, University Library of Munich, Germany.
    188. Delis, Manthos & Iosifidi, Maria & Papadopoulos, Panagiotis, 2020. "Blessing or curse? Government funding of deposit insurance and corporate lending," MPRA Paper 99153, University Library of Munich, Germany.
    189. Wang, Han & Rodríguez-Pose, Andrés, 2021. "Local institutions and pandemics: city autonomy and the Black Death," LSE Research Online Documents on Economics 112483, London School of Economics and Political Science, LSE Library.
    190. Gruendler, Klaus & Koellner, Sebastian, 2020. "Culture, diversity, and the welfare state," Munich Reprints in Economics 84739, University of Munich, Department of Economics.
    191. Filippetti, Andrea & Vezzani, Antonio, 2022. "The political economy of public research, or why some governments commit to research more than others," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    192. He, Qichun & Zhang, Zhixiang, 2019. "Inflation and Growth: An Inverted-U Relationship," MPRA Paper 97092, University Library of Munich, Germany.
    193. Cloutier,Mathieu, 2021. "Social Contracts in Sub-Saharan Africa : Concepts and Measurements," Policy Research Working Paper Series 9788, The World Bank.
    194. Ngassam, Sylvain B. & Asongu, Simplice A. & Ngueuleweu, Gildas Tiwang, 2024. "Social media and the fragility of Africa," Information Economics and Policy, Elsevier, vol. 69(C).
    195. Suwanprasert, Wisarut, 2023. "Consequences of Thailand’s 2006 military coup: Evidence from the synthetic control method," European Journal of Political Economy, Elsevier, vol. 80(C).
    196. Ahmed Waqar Qasim, 2023. "Firms and Technology Adoption: The Role of Political Institutions and Market Size (Article)," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 62(1), pages 61-85.
    197. Mduduzi Biyase & September Rooderick, 2017. "Determinants of Growth in SADC Countries: A Fixed Effect Vector Decomposition Approach," International Journal of Economics and Financial Issues, Econjournals, vol. 7(4), pages 746-751.
    198. Saeed Khodaverdian, 2022. "Islam and democracy," Kyklos, Wiley Blackwell, vol. 75(4), pages 580-606, November.
    199. Jacobi, Daniel & King, Elizabeth M. & Montenegro, Claudio & Orazem, Peter, 2025. "Governance, Risks, and Returns to Human Capital," ISU General Staff Papers 202504141344270000, Iowa State University, Department of Economics.
    200. Klaus Gründler & Niklas Potrafke, 2019. "Corruption and Economic Growth: New Empirical Evidence," CESifo Working Paper Series 7816, CESifo.
    201. Khin Nwe & Keisuke Kawata & Yuichiro Yoshida, 2018. "Recent Political Change in Myanmar and Its Impact on her Economic Growth," Asian Economic Journal, East Asian Economic Association, vol. 32(1), pages 39-54, March.
    202. Stefan Sperlich & Yvonne Sperlich, 2017. "Growth and convergence in South–South integration areas: An empirical analysis," Review of International Economics, Wiley Blackwell, vol. 25(4), pages 799-830, September.
    203. Chris Bidner & Shirleen Manzur, 2022. "A Theory of Illiberal Democracy and Political Transitions," Discussion Papers dp22-06, Department of Economics, Simon Fraser University.
    204. Ejike Udeogu & Shampa Roy-Mukherjee & Uzochukwu Amakom, 2021. "Does Increasing Product Complexity and Diversity Cause Economic Growth in the Long-Run? A GMM Panel VAR Evidence," SAGE Open, , vol. 11(3), pages 21582440211, August.
    205. Molenaers, Nadia & Dellepiane, Sebastian & Faust, Jorg, 2015. "Political Conditionality and Foreign Aid," World Development, Elsevier, vol. 75(C), pages 2-12.
    206. Adam, Antonis & Tsarsitalidou, Sofia, 2024. "Be my guest: the effect of foreign policy visits to the USA on FDI," LSE Research Online Documents on Economics 119368, London School of Economics and Political Science, LSE Library.
    207. Dell’Anno, Roberto, 2020. "Reconciling empirics on the political economy of the resource curse hypothesis. Evidence from long-run relationships between resource dependence, democracy and economic growth in Iran," Resources Policy, Elsevier, vol. 68(C).
    208. Allan Hsiao, 2022. "Democratization and Infrastructure Investment: Evidence from Healthcare in Indonesia," Working Papers 2022-31, Princeton University. Economics Department..
    209. Bromley, Daniel W., 2022. "The confusions of democracy: The Arab spring and beyond," World Development, Elsevier, vol. 158(C).
    210. Trung V. Vu, 2023. "State history and political instability: The disadvantage of early state development," Kyklos, Wiley Blackwell, vol. 76(3), pages 351-379, August.
    211. Anker, Thomas Boysen, 2017. "Corporate democratic nation-building: Reflections on the constructive role of businesses in fostering global democracy," European Management Journal, Elsevier, vol. 35(1), pages 1-7.
    212. Michelle Yan LIU, 2017. "A Political Economy Approach of Institutional Research," Journal of Economics Bibliography, KSP Journals, vol. 4(2), pages 110-127, June.
    213. Hany Abdel-Latif & Tapas Mishra & Anita Staneva, 2015. "Arab Countries Between Winter and Spring: Where Democracy Shock Goes Next!," Working Papers 954, Economic Research Forum, revised Oct 2015.
    214. Dmitry A. Veselov, 2015. "Democratization and Barriers to Entry in a Two-Dimensional Voting Model," Post-Print halshs-01158139, HAL.
    215. Sima, Di & Huang, Fali, 2023. "Is democracy good for growth? — Development at political transition time matters," European Journal of Political Economy, Elsevier, vol. 78(C).
    216. Xinyi Wang & Na Hou & Bo Chen, 2023. "Democracy, military expenditure and economic growth: A heterogeneous perspective," Defence and Peace Economics, Taylor & Francis Journals, vol. 34(8), pages 1039-1070, November.
    217. Janne Tukiainen & Sebastian Blesse & Albrecht Bohne & Leonardo M. Giuffrida & Jan Jäässkeläinen & Ari Luukinen & Antti Sieppi, 2021. "What Are the Priorities of Bureaucrats? Evidence from Conjoint Experiments with Procurement Officials," EconPol Working Paper 63, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    218. Xu, Cheng-Gang, 2014. "Political and Economic Institutions of China and Their Influences," CEPR Discussion Papers 10320, C.E.P.R. Discussion Papers.
    219. Tii N. Nchofoung & Simplice A. Asongu & Vanessa S. Tchamyou & Ofeh M. Edoh, 2021. "Political inclusion and democracy in Africa: some empirical evidence," Working Papers of the African Governance and Development Institute. 21/091, African Governance and Development Institute..
    220. Dmitry Arkhangelsky & David Hirshberg, 2023. "Large-Sample Properties of the Synthetic Control Method under Selection on Unobservables," Papers 2311.13575, arXiv.org, revised Dec 2023.
    221. Bruno Lanz & Simon Dietz & Tim Swanson, 2016. "Economic growth and agricultural land conversion under uncertain productivity improvements in agriculture," GRI Working Papers 240, Grantham Research Institute on Climate Change and the Environment.
    222. Dani Rodrik, 2018. "An African Growth Miracle?," Journal of African Economies, Centre for the Study of African Economies, vol. 27(1), pages 10-27.
    223. Vítor Castro & Rodrigo Martins, 2021. "Economic liberalization, political regimes and ideology," Kyklos, Wiley Blackwell, vol. 74(4), pages 463-487, November.
    224. António Afonso & João Tovar Jalles & Ana Venâncio, 2021. "Do Financial Markets Reward Government Spending Efficiency?," Working Papers REM 2021/0166, ISEG - Lisbon School of Economics and Management, REM, Universidade de Lisboa.
    225. Bandiera,Antonella Agostina & Dinarte Diaz,Lelys Ileana & Jimenez,Juan Miguel & Rozo Villarraga,Sandra Viviana & Sviatschi,Maria Micaela, 2022. "Rebel Governance and Development: The Persistent Effects of Guerrillas in El Salvador," Policy Research Working Paper Series 10222, The World Bank.
    226. Alberto Batinti & Joan Costa-i-Font, 2021. "Does Democracy Make Taller Men? Cross-Country European Evidence," CESifo Working Paper Series 9482, CESifo.
    227. Jones, C.I., 2016. "The Facts of Economic Growth," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 3-69, Elsevier.
    228. Yechan Park & Yuya Sasaki, 2024. "Matching $\leq$ Hybrid $\leq$ Difference in Differences," Papers 2411.07952, arXiv.org, revised Feb 2025.
    229. Galina Hale & Tümer Kapan & Camelia Minoiu & Philip Strahan, 2020. "Shock Transmission Through Cross-Border Bank Lending: Credit and Real Effects," The Review of Financial Studies, Society for Financial Studies, vol. 33(10), pages 4839-4882.
    230. Carmignani, Fabrizio & Kler, Parvinder, 2018. "Your war, my problem: How conflict in a neighbour country hurts domestic development," Economic Modelling, Elsevier, vol. 70(C), pages 484-495.
    231. Michael Dorsch & Paul Maarek, 2016. "Democratization and the conditional dynamics of income distribution," Working Papers hal-01350968, HAL.
    232. Giray Gozgor, 2020. "The Role of Economic Uncertainty in Rising Populism in the EU," CESifo Working Paper Series 8499, CESifo.
    233. Chen, Chien-Hsun, 2023. "Is Taiwan’s Declining Public Investment a Crisis in the Making?," MPRA Paper 116513, University Library of Munich, Germany.
    234. Mavrozacharakis, Emmanouil, 2022. "The crisis of the social democratic movement," MPRA Paper 115146, University Library of Munich, Germany.
    235. Idriss Fontaine & Justinien Razafindravaosolonirina, 2023. "The income loss of a political crisis: Evidence from Madagascar," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 31(3), pages 657-681, July.
    236. Rafi Amir-ud-Din & Muhammad Usman & Faisal Abbas & Sajid Amin Javed, 2019. "Human versus physical capital: issues of accumulation, interaction and endogeneity," Economic Change and Restructuring, Springer, vol. 52(4), pages 351-382, November.
    237. Raphaël Chiappini & Marine Coupaud & François Viaud, 2022. "Does attracting FDI affect population health? New evidence from a multi-dimensional measure of health," Post-Print hal-03625008, HAL.
    238. Anders Åslund, 2018. "What Happened to the Economic Convergence of Central and Eastern Europe After the Global Financial Crisis?," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 60(2), pages 254-270, June.
    239. Sotiris K. Papaioannou, 2020. "Political Instability and Economic Growth at Different Stages of Economic Development: historical evidence from Greece," GreeSE – Hellenic Observatory Papers on Greece and Southeast Europe 151, Hellenic Observatory, LSE.
    240. Caraballo-Cueto, Jose, 2025. "Does sovereignty help economic growth? A recent reassessment," World Development, Elsevier, vol. 185(C).
    241. Georg Keilbar & Juan M. Rodriguez-Poo & Alexandra Soberon & Weining Wang, 2022. "A projection based approach for interactive fixed effects panel data models," Papers 2201.11482, arXiv.org, revised Feb 2025.
    242. Ofori, Isaac K. & Gbolonyo, Emmanuel Y. & Vezzulli, Andrea, 2024. "Heterogeneous Effects of Frontier Technology Readiness on Economic Growth in Africa," MPRA Paper 121246, University Library of Munich, Germany.
    243. David Moreno, 2018. "Institutional Quality and Sovereign Flows," Working Papers Central Bank of Chile 816, Central Bank of Chile.
    244. Tommy Krieger, 2022. "Democracy and the quality of economic institutions: theory and evidence," Public Choice, Springer, vol. 192(3), pages 357-376, September.
    245. Fambeu, Ariel Herbert & Yomi, Patricia Tchawa, 2023. "Is democracy pro poor in Sub-Saharan Africa?," Journal of Policy Modeling, Elsevier, vol. 45(1), pages 10-30.
    246. Nguyen, Thi Tuyet Mai & Tran, Quoc Trung, 2022. "Democracy and dividend policy around the world," The North American Journal of Economics and Finance, Elsevier, vol. 62(C).
    247. liu, michelle yan, 2016. "Political Economy Approach of Institutional Research," MPRA Paper 75939, University Library of Munich, Germany, revised Dec 2016.
    248. Richard S. J. Tol, 2021. "The Economic Impact of Climate in the Long Run," World Scientific Book Chapters, in: Anil Markandya & Dirk Rübbelke (ed.), CLIMATE AND DEVELOPMENT, chapter 1, pages 3-36, World Scientific Publishing Co. Pte. Ltd..
    249. Victor I. Espinosa & William Hongsong Wang & Jesús Huerta de Soto, 2022. "Principles of Nudging and Boosting: Steering or Empowering Decision-Making for Behavioral Development Economics," Sustainability, MDPI, vol. 14(4), pages 1-18, February.
    250. Kian Ong & Kent Matthews & Baoshun Wang, 2024. "The Rising Tides That Lift the Boats: Growth through Heterogeneous Convergence in Chinese Provinces," Open Economies Review, Springer, vol. 35(4), pages 751-778, September.
    251. Gründler, Klaus & Krieger, Tommy, 2021. "Using machine learning for measuring democracy: An update," ZEW Discussion Papers 21-012, ZEW - Leibniz Centre for European Economic Research.
    252. Thea How Choon & Giovanna Marcolongo & Paolo Pinotti, 2024. "Money Talks to Autocrats, Bullets Whistle to Democrats: Political Influence under Different Regimes," CESifo Working Paper Series 11323, CESifo.
    253. Vanessa A Boese, 2019. "How (not) to measure democracy," International Area Studies Review, Center for International Area Studies, Hankuk University of Foreign Studies, vol. 22(2), pages 95-127, June.
    254. Zeeshan, Muhammad & han, Jiabin & Rehman, Alam & Ullah, Irfan & Hussain, Arif & Alam Afridi, Fakhr E., 2022. "Exploring symmetric and asymmetric nexus between corruption, political instability, natural resources and economic growth in the context of Pakistan," Resources Policy, Elsevier, vol. 78(C).
    255. Mayberry, Anthony A., 2023. "Demilitarization and economic growth: Empirical evidence in support of a peace dividend," Journal of Comparative Economics, Elsevier, vol. 51(3), pages 960-988.
    256. Ouedraogo, Idrissa & Ngoa Tabi, Henri & Atangana Ondoa, Henri & Jiya, Alex Nester, 2022. "Institutional quality and human capital development in Africa," Economic Systems, Elsevier, vol. 46(1).
    257. Vu, Trung V., 2020. "Economic complexity and health outcomes: A global perspective," Social Science & Medicine, Elsevier, vol. 265(C).
    258. Theo S. Eicher & David J. Kuenzel, 2019. "European influence and economic development," Canadian Journal of Economics, Canadian Economics Association, vol. 52(2), pages 667-734, May.
    259. Ángel Marrero & Gustavo A. Marrero & Marina González & Jesús Rodríguez-López, 2020. "Convergence in road transport CO2 emissions in Europe," Working Papers 20.06, Universidad Pablo de Olavide, Department of Economics.
    260. Huang, Kaixing, 2024. "The Green Revolution, grain imports, and income divergence in the developing world," European Economic Review, Elsevier, vol. 166(C).
    261. Ursula Münch & Armin Nassehi & Joe Kaeser & Knut Bergmann & Matthias Diermeier & Florian Dorn & David Gstrein & Florian Neumeier & Manuel Funke & Moritz Schularick & Christoph Trebesch & Kerim Peren A, 2024. "Wohlstand in Gefahr? Ursachen und Folgen von Populismus," ifo Schnelldienst, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 77(03), pages 03-32, March.
    262. Millemaci, Emanuele & Monteforte, Fabio & Temple, Jonathan R. W., 2023. "Have autocrats governed for the long term?," SocArXiv w8khb, Center for Open Science.
    263. Sugata Ghosh & Anirban Mitra, 2019. "Ethnic Identities, Public Spending and Political Regimes," Studies in Economics 1907, School of Economics, University of Kent.
    264. Gonzalez, Felipe & Prem, Mounu, 2021. "The Legacy of the Pinochet Regime," SocArXiv v5yjf, Center for Open Science.
    265. Joseph Nyangon & John Byrne, 2023. "Estimating the impacts of natural gas power generation growth on solar electricity development: PJM's evolving resource mix and ramping capability," Wiley Interdisciplinary Reviews: Energy and Environment, Wiley Blackwell, vol. 12(1), January.
    266. Antonin Bergeaud & Gilbert Cette & Rémy Lecat, 2020. "Convergence of GDP per capita in advanced countries over the twentieth century," Post-Print hal-03032059, HAL.
    267. Adam, Antonis & Tsarsitalidou, Sofia, 2019. "Serving two masters: The effect of state religion on fiscal capacity," MPRA Paper 101857, University Library of Munich, Germany.
    268. Rohner, Dominic & Saia, Alessandro, 2020. "Ballot or Bullet: The Impact of UK's Representation of the People Act on Peace and Prosperity," CEPR Discussion Papers 15280, C.E.P.R. Discussion Papers.
    269. Gibbon, Alexandra J. & Schain, Jan Philip, 2023. "Rising markups, common ownership, and technological capacities," International Journal of Industrial Organization, Elsevier, vol. 89(C).
    270. Ryan H Murphy, 2020. "Does democracy die in recessions? A descriptive analysis of aggregate demand shortfalls and regime transition," Economic Affairs, Wiley Blackwell, vol. 40(1), pages 63-76, February.
    271. Ilaria Petrarca & Roberto Ricciuti, 2014. "Synthetic ‘Real Socialism’: A Counterfactual Analysis of Political and Economic Liberalizations," Working Papers 11/2014, University of Verona, Department of Economics.
    272. Timothy Besley & Thiemo Fetzer & Hannes Mueller, 2023. "How Big Is the Media Multiplier? Evidence from Dyadic News Data," CESifo Working Paper Series 10619, CESifo.
    273. Alger, Ingela & Weibull, Jörgen W., 2016. "Morality: evolutionary foundations and policy implications," IAST Working Papers 16-48, Institute for Advanced Study in Toulouse (IAST).
    274. Katarzyna Anna BARAN, 2020. "The Impact of Macroeconomic and Institutional Factors on Economic Growth in the CEE-4 Countries," Journal of Economics and Financial Analysis, Tripal Publishing House, vol. 4(2), pages 1-26.
    275. Acemoglu, Daron & Üçer, Murat, 2019. "High-Quality Versus Low-Quality Growth in Turkey - Causes and Consequences," CEPR Discussion Papers 14070, C.E.P.R. Discussion Papers.
    276. Jie Zhang, 2021. "More political representation, more economic development? Evidence from Turkey," Public Choice, Springer, vol. 187(3), pages 275-299, June.
    277. Whelsy Boungou & Francis Osei-Tutu & Amara Zongo, 2024. "Democracy and Intra-Africa Trade," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 66(1), pages 70-90, March.
    278. Ofori, Isaac K. & Gbolonyo, Emmanuel Y. & Vezzulli, Andrea, 2024. "Heterogeneous Effects of Frontier Technology Readiness on Economic Growth in Africa," EconStor Preprints 298787, ZBW - Leibniz Information Centre for Economics.
    279. Ofori, Isaac K. & Gbolonyo, Emmanuel Y. & Ojong, Nathanael, 2024. "Heterogeneous Effects of Frontier Technology Readiness on Economic Growth in Africa," MPRA Paper 121247, University Library of Munich, Germany.
    280. Valentin Klotzbücher & Tim Krieger & Daniel Meierrieks, 2021. "Class Warfare: Political Exclusion of the Poor and the Roots of Social-Revolutionary Terrorism, 1860-1950," CESifo Working Paper Series 9118, CESifo.
    281. van der Windt, Peter & Vandoros, Sotiris, 2017. "Democracy and health: Evidence from within-country heterogeneity in the Congo," Social Science & Medicine, Elsevier, vol. 194(C), pages 10-16.
    282. Victor I. Espinosa & Miguel A. Alonso Neira & Jesús Huerta de Soto, 2021. "Principles of Sustainable Economic Growth and Development: A Call to Action in a Post-COVID-19 World," Sustainability, MDPI, vol. 13(23), pages 1-14, November.
    283. Canes-Wrone, Brandice & Ponce de Leon, Christian & Thieme, Sebastian, 2022. "Electoral Cycles, Investment, and Institutional Constraints in Developing Democracies," IAST Working Papers 22-129, Institute for Advanced Study in Toulouse (IAST).
    284. Jamus Jerome Lim, 2021. "The limits of central bank independence for inflation performance," Public Choice, Springer, vol. 186(3), pages 309-335, March.
    285. Amèvi Rocard Kouwoaye, 2021. "GATT/WTO membership–poverty nexus: An unconditional quantile regression approach," The World Economy, Wiley Blackwell, vol. 44(11), pages 3389-3421, November.
    286. Ponzo, Michela & Scoppa, Vincenzo, 2023. "Famous after death: The effect of a writer's death on book sales," Journal of Economic Behavior & Organization, Elsevier, vol. 210(C), pages 210-225.
    287. Chenggang Xu, 2015. "China's Political-Economic Institutions and Development," Cato Journal, Cato Journal, Cato Institute, vol. 35(3), pages 525-548, Fall.
    288. Kuschnig, Nikolas, 2021. "Bayesian Spatial Econometrics and the Need for Software," Department of Economics Working Paper Series 318, WU Vienna University of Economics and Business.
    289. Ian Webster, 2018. "The Public Works Loan Board and the growth of the state in nineteenth‐century England," Economic History Review, Economic History Society, vol. 71(3), pages 887-908, August.
    290. Gavilanes John Michael Riveros, 2023. "On the empirics of violence, inequality, and income," Journal of Economics and Management, Sciendo, vol. 45(1), pages 102-136, January.
    291. Roberto Cellini & Tiziana Cuccia & Livio Ferrante & Domenico Lisi, 2024. "The Quality of Regional Institutional Context and Museum Service Provision: Evidence from Italy," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 10(1), pages 155-195, March.
    292. Blaise Gnimassoun, 2019. "How to Boost the Impact of Intra-African Trade on Income in Africa?," Open Economies Review, Springer, vol. 30(3), pages 541-557, July.
    293. Chandan Kumar Jha & Oasis Kodila-Tedika, 2019. "Does Social Media Promote Democracy? Some Empirical Evidence," Research Africa Network Working Papers 19/031, Research Africa Network (RAN).
    294. Gazi M. Hassan & Shafiqur Rahman, 2015. "Is the Democratisation Process Responsive to Remittance Flows? Evidence from Bangladesh," Working Papers in Economics 15/06, University of Waikato.
    295. Krieger, Tommy, 2022. "Democracy and the quality of economic institutions: Theory and evidence," ZEW Discussion Papers 22-032, ZEW - Leibniz Centre for European Economic Research.
    296. Taymaz, Erol & Voyvoda, Ebru & Yilmaz, Kamil, 2024. "Is there a virtuous cycle between wages and productivity? Turkish experience after the transition to democracy," World Development, Elsevier, vol. 175(C).
    297. Daniel Horn & Hubert Kiss Janos & Sára Khayouti, 2020. "Patient democracies?," CERS-IE WORKING PAPERS 2012, Institute of Economics, Centre for Economic and Regional Studies.
    298. Ms. Yu Shi, 2018. "Sectoral Booms and Misallocation of Managerial Talent: Evidence from the Chinese Real Estate Boom," IMF Working Papers 2018/221, International Monetary Fund.
    299. Luintel, Kul B & Li, GuangJie & Khan, Mosahid, 2023. "Finance And Growth: The Unpleasant Burden Of Evidence," Cardiff Economics Working Papers E2023/8, Cardiff University, Cardiff Business School, Economics Section.
    300. Yeung, Timothy Yu-Cheong, 2017. "Political philosophy, executive constraint and electoral rules," Journal of Comparative Economics, Elsevier, vol. 45(1), pages 67-88.
    301. Hazarika, Gautam & Khraiche, Maroula & Kutlu, Levent, 2023. "Gender Equity in Labor Market Opportunities and Aggregate Technical Efficiency: A Case of Equity Promoting Efficiency," IZA Discussion Papers 16096, Institute of Labor Economics (IZA).
    302. De Luca, Giacomo & Lisi, Domenico & Martorana, Marco & Siciliani, Luigi, 2021. "Does higher Institutional Quality improve the Appropriateness of Healthcare Provision?," Journal of Public Economics, Elsevier, vol. 194(C).
    303. Shirleen Manzur, 2022. "Are Elections Enough?," Discussion Papers dp22-05, Department of Economics, Simon Fraser University.
    304. Peng, Yuchao & Yang, Junhong & Shen, Ji & Gou, Qin, 2025. "Financial outreach, bank deposits, and economic growth," Journal of Economic Dynamics and Control, Elsevier, vol. 171(C).
    305. Mathonnat, Clément & Minea, Alexandru, 2019. "Forms of democracy and economic growth volatility," Economic Modelling, Elsevier, vol. 81(C), pages 594-603.
    306. Fève, Patrick & Assenza, Tiziana & Collard, Fabrice & Huber, Stefanie, 2024. "From Buzz to Bust: How Fake News Shapes the Business Cycle," TSE Working Papers 24-1516, Toulouse School of Economics (TSE).
    307. Klaus Gründler & Armin Hackenberger & Anina Harter & Niklas Potrafke, 2021. "Covid-19 Vaccination: The Role of Crisis Experience," CESifo Working Paper Series 9096, CESifo.
    308. Andre Varella Mollick & Andre Coelho Vianna, 2024. "Economic growth before and after the fiscal stimulus of 2008–2009: the role of institutional quality and government size," Public Choice, Springer, vol. 198(1), pages 189-207, January.
    309. Wu, Aiqi & Song, Di & Liu, Yihui, 2022. "Platform synergy and innovation speed of SMEs: The roles of organizational design and regional environment," Journal of Business Research, Elsevier, vol. 149(C), pages 38-53.
    310. Nicola Fuchs-Schuendeln & Tarek Alexander Hassan, 2015. "Natural Experiments in Macroeconomics," NBER Working Papers 21228, National Bureau of Economic Research, Inc.
    311. Carillo, Maria Rosaria & Papagni, Erasmo, 2014. "“Little Science” and “Big Science”: The institution of “Open Science” as a cause of scientific and economic inequalities among countries," Economic Modelling, Elsevier, vol. 43(C), pages 42-56.
    312. Davide Cantoni & David Y Yang & Noam Yuchtman & Y Jane Zhang, 2019. "Protests as Strategic Games: Experimental Evidence from Hong Kong's Antiauthoritarian Movement," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(2), pages 1021-1077.
    313. Peruzzi, Michele & Terzi, Alessio, 2021. "Accelerating Economic Growth: The Science beneath the Art," Economic Modelling, Elsevier, vol. 103(C).
    314. Gründler, Klaus & Krieger, Tommy, 2021. "Using Machine Learning for measuring democracy: A practitioners guide and a new updated dataset for 186 countries from 1919 to 2019," European Journal of Political Economy, Elsevier, vol. 70(C).
    315. Remi Jedwab & Adam Storeygard, 2019. "Economic and Political Factors in Infrastructure Investment: Evidence from Railroads and Roads in Africa 1960–2015," Economic History of Developing Regions, Taylor & Francis Journals, vol. 34(2), pages 156-208, May.
    316. Daron Acemoglu & Carlos Molina, 2021. "Comment on "Converging to Convergence"," NBER Chapters, in: NBER Macroeconomics Annual 2021, volume 36, pages 425-442, National Bureau of Economic Research, Inc.
    317. Gründler, Klaus & Krieger, Tommy, 2015. "Using support vector machines for measuring democracy," Discussion Paper Series 130, Julius Maximilian University of Würzburg, Chair of Economic Order and Social Policy.
    318. Jianchun Fang & Giray Gozgor & Cheng Yan, 2021. "Does globalisation alleviate polarisation?," The World Economy, Wiley Blackwell, vol. 44(4), pages 1031-1052, April.
    319. Aleksandar Keseljevic & Stefan Nikolic & Rok Spruk, 2025. "Ethnic Conflicts, Civil War and Economic Growth: Region-Level Evidence from former Yugoslavia," Papers 2505.02431, arXiv.org.
    320. Michalopoulos, Stelios & Papaioannou, Elias, 2015. "Further evidence on the link between pre-colonial political centralization and comparative economic development in Africa," Economics Letters, Elsevier, vol. 126(C), pages 57-62.
    321. Boudot-Reddy, Camille & Butler, André, 2024. "Paving the road to re-election," Journal of Public Economics, Elsevier, vol. 239(C).
    322. Boese-Schlosser, Vanessa A. & Eberhardt, Markus, 2023. "How Does Democracy Cause Growth?," Discussion Papers, Research Unit: Transformations of Democracy SP V 2023-501, WZB Berlin Social Science Center.
    323. Osei-Tutu, Francis & Weill, Laurent, 2023. "Democracy favors access to credit of firms," European Journal of Political Economy, Elsevier, vol. 77(C).
    324. Barriola, Illan & Deffains, Bruno & Musy, Olivier, 2022. "Law and Inequality: A Comparative Approach to the Distributive Implications of Legal Systems," MPRA Paper 114037, University Library of Munich, Germany.
    325. Williams, Kevin, 2024. "Remittances and government expenditures on human capital in developing countries," International Economics, Elsevier, vol. 178(C).
    326. Jacob M. Meyer, 2021. "Political constraints and currency crises in emerging markets and less developed economies," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 157(3), pages 495-554, August.
    327. Victor I. Espinosa & José Antonio Peña-Ramos & Fátima Recuero-López, 2021. "The Political Economy of Rent-Seeking: Evidence from Spain’s Support Policies for Renewable Energy," Energies, MDPI, vol. 14(14), pages 1-16, July.
    328. Delis, Manthos D. & Iosifidi, Maria & Papadopoulos, Panagiotis, 2022. "Blessing or curse? Government funding of deposit insurance and corporate lending," Journal of Financial Stability, Elsevier, vol. 61(C).
    329. Bui Ngoc Son, 2019. "Economic Constitutions in the Developing World," The Law and Development Review, De Gruyter, vol. 12(3), pages 669-690, October.
    330. Mühlenweg, Leonard & Gerling, Lena, 2023. "Do fiscal rules reduce public investment? Evidence from European regions," CIW Discussion Papers 1/2023, University of Münster, Center for Interdisciplinary Economics (CIW).
    331. Sivropoulos-Valero, Anna Alexandra, 2021. "Education and economic growth," LSE Research Online Documents on Economics 114434, London School of Economics and Political Science, LSE Library.
    332. Markus Eberhardt, 2021. "Democracy, growth, heterogeneity, and robustness," Discussion Papers 2021-02, University of Nottingham, GEP.
    333. Zheng, Mingbo & Feng, Gen-Fu & Feng, Suling & Yuan, Xuemei, 2019. "The road to innovation vs. the role of globalization: A dynamic quantile investigation," Economic Modelling, Elsevier, vol. 83(C), pages 65-83.
    334. Imam, Patrick A. & Temple, Jonathan R.W., 2024. "Political institutions and output collapses," European Journal of Political Economy, Elsevier, vol. 85(C).
    335. Felipe González & Mounu Prem, 2018. "Losing Your Dictator: Firms During Political Transition," Documentos de Trabajo 15978, Universidad del Rosario.
    336. Sabyasachi Kar & Selim Raihan & Kunal Sen, 2017. "Do economic institutions matter for growth episodes?," Global Development Institute Working Paper Series esid-092-17, GDI, The University of Manchester.
    337. Daron Acemoglu & Nicolás Ajzenman & Cevat Giray Aksoy & Martin Fiszbein & Carlos A. Molina, 2021. "(Successful) Democracies Breed Their Own Support," NBER Working Papers 29167, National Bureau of Economic Research, Inc.
    338. Park, Hyungmin, 2023. "Developmental Dictatorship and Middle Class-driven Democratisation," QAPEC Discussion Papers 20, Quantitative and Analytical Political Economy Research Centre.
    339. Pantelis Kammas & Vassilis Sarantides, 2015. "Do dictatorships redistribute more?," Working Papers 2015001, The University of Sheffield, Department of Economics.
    340. Roel Dom, 2017. "Semi-Autonomous Revenue Authorities in Sub-Saharan Africa: Silver Bullet or White Elephant," Discussion Papers 2017-01, University of Nottingham, CREDIT.
    341. Klaus Gründler & Niklas Potrafke, 2020. "Fiscal Rules: Historical, Modern, and Sub-National Growth Effects," CESifo Working Paper Series 8305, CESifo.
    342. Niclas Berggren & Jerg Gutmann, 2020. "Securing personal freedom through institutions: the role of electoral democracy and judicial independence," European Journal of Law and Economics, Springer, vol. 49(2), pages 165-186, April.
    343. Serikbayeva, Balzhan & Abdulla, Kanat & Oskenbayev, Yessengali, 2020. "State capacity in responding to COVID-19," MPRA Paper 101511, University Library of Munich, Germany.
    344. Jean Lacroix & Pierre-Guillaume Méon & Khalid Sekkat, 2017. "Do democratic transitions attract foreign investors and how fast?," Working Papers CEB 17-006, ULB -- Universite Libre de Bruxelles.
    345. Torbjörn Becker & Anders Olofsgård, 2018. "From abnormal to normal : Two tales of growth from 25 years of transition," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 26(4), pages 769-800, October.
    346. Alexander S. Skorobogatov, 2014. "An Ongoing Reversal Of Fortune Among Russian Cities: City Age, Natural Resources, And Changing Spatial Income Distribution," HSE Working papers WP BRP 60/EC/2014, National Research University Higher School of Economics.
    347. Antonio Ciccone & Adilzhan Ismailov, 2022. "Rainfall, Agricultural Output and Persistent Democratization," Economica, London School of Economics and Political Science, vol. 89(354), pages 229-257, April.
    348. Hibrahim, Limi Kouotou & Epo, Boniface Ngah, 2023. "Duration of Heads of State in Power and Economic Growth in Sub-Saharan Africa," Journal of Economic Development, The Economic Research Institute, Chung-Ang University, vol. 48(1), pages 145-172, March.
    349. Brian Beach & Werner Troesken & Nicola Tynan, 2016. "Who Should Own and Control Urban Water Systems? Historical Evidence from England and Wales," NBER Working Papers 22553, National Bureau of Economic Research, Inc.
    350. Opoku, Eric Evans Osei & Acheampong, Alex O., 2023. "Energy justice and economic growth: Does democracy matter?," Journal of Policy Modeling, Elsevier, vol. 45(1), pages 160-186.
    351. Larysa Tamilina & Natalya Tamilina, 2021. "Path-Break Versus Path-Drift: A Comparative Approach to Explain Variations in Institutional Effects on Economic Growth," The American Economist, Sage Publications, vol. 66(2), pages 281-300, October.
    352. Campos, Nauro F. & Coricelli, Fabrizio & Frigerio, Marco, 2022. "The Political U: New Evidence on Democracy and Income," IZA Discussion Papers 15598, Institute of Labor Economics (IZA).
    353. Johannes Blum & Florian Dorn & Axel Heuer, 2021. "Political institutions and health expenditure," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 28(2), pages 323-363, April.
    354. Christopher Ball & Andreas Freytag & Miriam Kautz, 2019. "Populism - What next? A first look at populist walking-stick economies," Jena Economics Research Papers 2019-009, Friedrich-Schiller-University Jena.
    355. Basu, Debarati & Mitra, Shabana & Purohit, Archana, 2023. "Does effective democracy explain MNE location choice?: Attractiveness to FDI and cross-border M&As," Journal of Business Research, Elsevier, vol. 167(C).
    356. Heshmati, Almas & Kim, Nam-Seok, 2017. "The Relationship between Economic Growth and Democracy: Alternative Representations of Technological Change," IZA Discussion Papers 10880, Institute of Labor Economics (IZA).
    357. Fabio Monteforte & Jonathan R. W. Temple, 2020. "The autocratic gamble: evidence from robust variance tests," Economics of Governance, Springer, vol. 21(4), pages 363-384, December.
    358. Fraccaroli, Nicolò & Sowerbutts, Rhiannon & Whitworth, Andrew, 2025. "Does regulatory and supervisory independence affect financial stability?," Journal of Banking & Finance, Elsevier, vol. 170(C).
    359. Pavitra Dhamija, 2020. "Economic Development and South Africa: 25 Years Analysis (1994 to 2019)," South African Journal of Economics, Economic Society of South Africa, vol. 88(3), pages 298-322, September.
    360. Dörffel, Christoph & Freytag, Andreas, 2023. "The poverty effect of democratization," World Development, Elsevier, vol. 165(C).
    361. Jean Lacroix & Pierre-Guillaume Méon & Khalid Sekkat, 2021. "Democratic transitions can attract foreign direct investment: Effect, trajectories, and the role of political risk," Post-Print hal-04210351, HAL.
    362. Nathaniel Lane, 2020. "The New Empirics of Industrial Policy," Journal of Industry, Competition and Trade, Springer, vol. 20(2), pages 209-234, June.
    363. Alexander Kemnitz & Martin Roessler, 2023. "The effects of economic development on democratic institutions and repression in non-democratic regimes: theory and evidence," Constitutional Political Economy, Springer, vol. 34(2), pages 145-164, June.
    364. Delis, Manthos D. & Hasan, Iftekhar & Ongena, Steven, 2020. "Democracy and credit," Journal of Financial Economics, Elsevier, vol. 136(2), pages 571-596.
    365. Romaric Gninlgonakan Coulibaly, 2023. "International trade and economic growth: The role of institutional factors and ethnic diversity in sub‐Saharan Africa," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(1), pages 355-371, January.
    366. Craig Palsson, 2022. "The medium‐run effects of a foreign election intervention: Haiti's presidential elections, 2010–2015," Contemporary Economic Policy, Western Economic Association International, vol. 40(2), pages 369-390, April.
    367. Giray Gozgor & Mehmet Huseyin Bilgin & Peter Rangazas, 2021. "Economic Uncertainty and Fertility," Journal of Human Capital, University of Chicago Press, vol. 15(3), pages 373-399.
    368. Thorvaldur Gylfason, 2018. "Political economy, Mr. Churchill, and natural resources," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 31(1), pages 23-34, May.
    369. Giray Gozgor, 2022. "The role of economic uncertainty in the rise of EU populism," Public Choice, Springer, vol. 190(1), pages 229-246, January.
    370. Williams, Kevin, 2019. "Do political institutions improve the diminishing effect of financial deepening on growth? Evidence from developing countries," Journal of Economics and Business, Elsevier, vol. 103(C), pages 13-24.
    371. Capasso,Salvatore & Ohnsorge,Franziska Lieselotte & Shu Yu, 2022. "From Financial Development to Informality : A Causal Link," Policy Research Working Paper Series 10192, The World Bank.
    372. Duong, Huu Nhan & Goyal, Abhinav & Kallinterakis, Vasileios & Veeraraghavan, Madhu, 2022. "Democracy and the pricing of initial public offerings around the world," Journal of Financial Economics, Elsevier, vol. 145(1), pages 322-341.
    373. Kazuhiko Hayakawa & M. Hashem Pesaran & L. Vanessa Smith, 2023. "Short T dynamic panel data models with individual, time and interactive effects," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 38(6), pages 940-967, September.
    374. Madjid Hatefi MADJUMERD & Omolbanin JALALI & Mohamad Esmaeel ASHRAFI, 2017. "Democracy: An opportunity or a threat to Iran's economic structure," Turkish Economic Review, KSP Journals, vol. 4(3), pages 326-333, September.
    375. Bruni, Anastasia, 2025. "Green Investment in the EU and the US: Markup Insights," FEEM Working Papers 349287, Fondazione Eni Enrico Mattei (FEEM).
    376. Dertinger, Andrea & Hirth, Lion, 2019. "Reforming the Electric Power Industry in Developing Economies," EconStor Preprints 201842, ZBW - Leibniz Information Centre for Economics.
    377. Klaus Gründler & Niklas Potrafke, 2019. "Ideologically-charged terminology: austerity, fiscal consolidation, and sustainable governance," CESifo Working Paper Series 7613, CESifo.
    378. Ouédraogo, Rasmané & Sawadogo, Relwendé & Sawadogo, Hamidou, 2021. "Access to the banking sector and employment in Africa," The Quarterly Review of Economics and Finance, Elsevier, vol. 82(C), pages 260-269.
    379. Delis, Fotios & Economidou, Claire & Hasan, Iftekhar, 2022. "Democracy, Institutions, and International Profit-Shifting," MPRA Paper 111715, University Library of Munich, Germany.
    380. Luana Enikő Misi Lopes & Natalie Packham & Ursula Walther, 2023. "The effect of governance quality on future economic growth: an analysis and comparison of emerging market and developed economies," SN Business & Economics, Springer, vol. 3(6), pages 1-33, June.
    381. Christoph Morosoli & Peter Draper & Andreas Freytag & Sebastian Schuhmann, 2024. "Drivers of Inclusive Development: An Empirical Investigation," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 36(4), pages 987-1015, August.
    382. Gründler, Klaus & Krieger, Tommy, 2016. "Democracy and growth: Evidence from a machine learning indicator," European Journal of Political Economy, Elsevier, vol. 45(S), pages 85-107.
    383. Raul Caruso & Anna Balestra, 2022. "Should education and military expenditures be combined for government economic policy?," Economics of Peace and Security Journal, EPS Publishing, vol. 17(1), pages 37-54, April.
    384. Al-Shboul, Mohammad & Al Rawashdeh, Rami, 2022. "The impact of institutional quality and resources rent on health: The case of GCC," Resources Policy, Elsevier, vol. 78(C).
    385. Kamin, Katrin & Bayerlein, Michael & Dombrowski, Jacqueline, 2023. "Zeitenwende für die Außenwirtschaftspolitik," Open Access Publications from Kiel Institute for the World Economy 270885, Kiel Institute for the World Economy (IfW Kiel).
    386. Paul Maarek & Michael T. Borsch, 2014. "Recessions, Inequality, and Democratization," THEMA Working Papers 2014-19, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
    387. Sutirtha Bagchi & Matthew J. Fagerstrom, 2023. "Wealth inequality and democracy," Public Choice, Springer, vol. 197(1), pages 89-136, October.
    388. Johnson Gwatipedza & Thorsten Janus, 2019. "Public investment under autocracy and social unrest," Economics and Politics, Wiley Blackwell, vol. 31(1), pages 112-135, March.
    389. Wafa Ghardallou, 2022. "Financial System Development and Democracy: a Panel Smooth Transition Regression Approach for Developing Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(2), pages 1714-1735, June.
    390. Idzalika, Rajius & Kneib, Thomas & Martinez-Zarzoso, Inmaculada, 2015. "The effect of income on democracy revisited: A flexible distributional approach," University of Göttingen Working Papers in Economics 247, University of Goettingen, Department of Economics.
    391. Jiazhen Wang & Jing Yu & Rui Zhong, 2023. "Country environmental, social and governance performance and economic growth: The international evidence," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(4), pages 3911-3941, December.
    392. João Pedro Vieira & Ricardo Dahis & Juliano Assunção, 2023. "The Role of Sanctions and Spillovers in Forest Conservation," Monash Economics Working Papers 2023-16, Monash University, Department of Economics.
    393. Okada, Keisuke, 2018. "Health and political regimes: Evidence from quantile regression," Economic Systems, Elsevier, vol. 42(2), pages 307-319.
    394. Clement, Christine, 2015. "The formal-informal economy dualism in a retrospective of economic thought since the 1940s," Violette Reihe: Schriftenreihe des Promotionsschwerpunkts "Globalisierung und Beschäftigung" 43/2015, University of Hohenheim, Carl von Ossietzky University Oldenburg, Evangelisches Studienwerk.
    395. Kant, Chander, 2018. "Privatization and growth: natural experiments of European economies in transition," MPRA Paper 90302, University Library of Munich, Germany.
    396. Barrett, Philip & Appendino, Maximiliano & Nguyen, Kate & de Leon Miranda, Jorge, 2022. "Measuring social unrest using media reports," Journal of Development Economics, Elsevier, vol. 158(C).
    397. Anna Valero, 2021. "Education and economic growth," POID Working Papers 006, Centre for Economic Performance, LSE.
    398. Brañas-Garza, Pablo & Espinosa, María Paz & Giritligil, Ayca E., 2022. "On the transmission of democratic values," Journal of Economic Behavior & Organization, Elsevier, vol. 200(C), pages 885-896.
    399. Antonis Adam & Kostas Karanatsis, 2019. "Sovereign Defaults and Democracy," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 61(1), pages 36-62, March.
    400. Duong, Huu Nhan & Goyal, Abhinav & Kallinterakis, Vasileios & Veeraraghavan, Madhu, 2021. "Market manipulation rules and IPO underpricing," Journal of Corporate Finance, Elsevier, vol. 67(C).
    401. Caselli, Mauro & Falco, Paolo, 2022. "Your vote is (no) secret! How low voter density hurts anonymity and biases elections in Italy," European Journal of Political Economy, Elsevier, vol. 75(C).
    402. Kul B. Luintel & Guangjie Li & Mosahid Khan, 2024. "The Threshold Effect of Finance on Growth: Reassessing the Burden of Evidence," Open Economies Review, Springer, vol. 35(5), pages 887-953, November.
    403. Vlandas, Tim, 2022. "Grey power and Economic Performance," SocArXiv d3ybr, Center for Open Science.
    404. Stefano DellaVigna & Guido Imbens & Woojin Kim & David M. Ritzwoller, 2025. "Using Multiple Outcomes to Adjust Standard Errors for Spatial Correlation," NBER Working Papers 33716, National Bureau of Economic Research, Inc.
    405. Dragomirescu-Gaina, Catalin & Fassas, Athanasios P. & Philippas, Dionisis, 2024. "A Chinese clout on energy exports some countries cannot shake off," Energy Economics, Elsevier, vol. 134(C).
    406. Anastasia Bruni, 2025. "Green Investment in the EU and the US: Markup Insights," Working Papers 2025.05, Fondazione Eni Enrico Mattei.
    407. Sato, Yoshihiro & Ando, Michihito, 2017. "Does Assigning More Women to Managerial Positions Enhance Firm Productivity? Evidence from Sweden," EIJS Working Paper Series 242, Stockholm School of Economics, The European Institute of Japanese Studies.
    408. Zijian Liu & Lian Cai & Yabin Zhang, 2022. "Gender Diversity and Environmental Performance: New Evidence from China," Sustainability, MDPI, vol. 14(21), pages 1-15, October.
    409. Florian Haelg, 2022. "Drivers of financial globalisation: The role of informational frictions," The World Economy, Wiley Blackwell, vol. 45(3), pages 608-636, March.
    410. Abdoul-Akim Wandaogo & Fayçal Sawadogo & Jesse Lastunen, 2022. "Does the adoption of peer-to-government mobile payments improve tax revenue mobilization in developing countries?," WIDER Working Paper Series wp-2022-18, World Institute for Development Economic Research (UNU-WIDER).
    411. Cust,James Frederick & Mensah,Justice Tei, 2020. "Natural Resource Discoveries, Citizen Expectations and Household Decisions," Policy Research Working Paper Series 9372, The World Bank.
    412. Daniel Loureiro & Oscar Afonso & Paulo B. Vasconcelos, 2024. "Global directed technical change model with fiscal and monetary policies, and public debt," Economic Change and Restructuring, Springer, vol. 57(2), pages 1-57, April.
    413. Rubio-Ramos, Melissa & Isendahl, Christian & Olsson, Ola, 2024. "The Political Economy of Bread and Circuses: Weather Shocks and Classic Maya Monument Construction," Working Papers in Economics 850, University of Gothenburg, Department of Economics.
    414. Limberg, Julian, 2022. "Building a tax state in the 21st century: Fiscal pressure, political regimes, and consumption taxation," World Development, Elsevier, vol. 154(C).
    415. Mawussé Komlagan Nézan Okey & Dossè Mawussi Djahini-Afawoubo, 2020. "Voting participation in Togo: the role of access to public services and confidence in public institutions," Journal of Social and Economic Development, Springer;Institute for Social and Economic Change, vol. 22(2), pages 379-400, December.
    416. Collin Constantine, 2017. "Economic structures, institutions and economic performance," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 6(1), pages 1-18, December.
    417. Krenz, Astrid, 2016. "Do political institutions influence international trade? Measurement of institutions and the Long-Run effects," University of Göttingen Working Papers in Economics 276, University of Goettingen, Department of Economics.
    418. Enste, Dominik & Acht, Martin, 2018. "Democratic support and corruption: Lessons from East Europe," IW-Reports 44/2018, Institut der deutschen Wirtschaft (IW) / German Economic Institute.
    419. Gründler, Klaus & Köllner, Sebastian, 2017. "Consequences of culture and diversity for governmental redistribution," Discussion Paper Series 136, Julius Maximilian University of Würzburg, Chair of Economic Order and Social Policy.
    420. Daniele, Vittorio & Malanima, Paolo, 2016. "Trends in Mediterranean Inequalities 1950-2015," MPRA Paper 78324, University Library of Munich, Germany.
    421. Keen, Benjamin D. & Strong, Christine O., 2023. "Optimal fiscal and monetary policy in a model with government corruption," Finance Research Letters, Elsevier, vol. 58(PB).
    422. Sena Kimm Gnangnon, 2020. "Effect of Development Aid on Tax Reform in Recipient-Countries: Does Trade Openness Matter?," Journal of International Commerce, Economics and Policy (JICEP), World Scientific Publishing Co. Pte. Ltd., vol. 11(01), pages 1-23, January.
    423. Morten Endrikat, 2017. "Natural resource rents, autocracy and the composition of government spending," MAGKS Papers on Economics 201727, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    424. Joseph Pasky Ngameni & Fabrice Stephane Nemaleu Happy & Anatole Tchounga, 2024. "Human capital formation and the role of institutions in Africa," SN Business & Economics, Springer, vol. 4(7), pages 1-20, July.
    425. Stojanovikj, Martin & Petrevski, Goran, 2020. "Inflation targeting and disinflation costs in emerging market economies," MPRA Paper 115798, University Library of Munich, Germany.
    426. Davide Viviano & Jelena Bradic, 2021. "Dynamic covariate balancing: estimating treatment effects over time with potential local projections," Papers 2103.01280, arXiv.org, revised Jan 2024.
    427. Klaus Gründler & Tommy Krieger, 2018. "Machine Learning Indices, Political Institutions, and Economic Development," CESifo Working Paper Series 6930, CESifo.
    428. Balamatsias, Pavlos, 2018. "Democracy and government spending," MPRA Paper 84975, University Library of Munich, Germany.
    429. EMEDIEGWU Lotanna & ROGNA Marco, 2023. "Agricultural Commodities' Price Transmission From International to Local Markets in Developing Countries," JRC Working Papers on Economic Analysis of Policies for Africa 2023-08, Joint Research Centre.
    430. Hyungmin Park, 2024. "Theory of developmental dictatorship," Discussion Papers 2024-10, Nottingham Interdisciplinary Centre for Economic and Political Research (NICEP).
    431. Fanglei Wang & Jianbo Gao & Feiyan Liu, 2024. "Unlocking Africa’s development potential: insights from the perspective of global hierarchy and competition," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-17, December.
    432. Thomas Apolte, 2022. "A theory of autocratic transition by government leaders: prerequisites to self-enforcing democracy," Economics of Governance, Springer, vol. 23(2), pages 161-189, June.
    433. Kassouri, Yacouba & Altıntaş, Halil & Bilgili, Faik, 2020. "An investigation of the financial resource curse hypothesis in oil-exporting countries: The threshold effect of democratic accountability," Journal of Multinational Financial Management, Elsevier, vol. 56(C).
    434. Tsur, Yacov, 2025. "The diverse impacts of democracy on greenhouse gas emissions," Ecological Economics, Elsevier, vol. 227(C).
    435. Jim Huangnan Shen & Weiping Li & Chien‐Chiang Lee, 2023. "Unlocking the myths of size expansion in China's large state‐owned enterprises: Theory and evidence," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(2), pages 1264-1284, March.
    436. Coy, Felipe, 2024. "A Farewell to Arms: Paramilitaries Demobilization, Political Competition and Public Goods in Colombia," Journal of Development Economics, Elsevier, vol. 171(C).
    437. Natkhov, T. & Polishchuk, L., 2017. "Political Economy of Institutions and Development: The Importance of Being Inclusive. Reflection on "Why Nations Fail" by D. Acemoglu and J. Robinson. Part I. Institutions and Economic Devel," Journal of the New Economic Association, New Economic Association, vol. 34(2), pages 12-38.
    438. Saeed Khodaverdian, 2022. "The African tragedy: the effect of democracy on economic growth," Empirical Economics, Springer, vol. 62(3), pages 1147-1175, March.
    439. Andrew K. Rose & Mark M. Spiegel, 2015. "Domestic bond markets and inflation," Working Paper Series 2015-5, Federal Reserve Bank of San Francisco.
    440. Francesca Caselli & Mr. Philippe Wingender, 2018. "Bunching at 3 Percent: The Maastricht Fiscal Criterion and Government Deficits," IMF Working Papers 2018/182, International Monetary Fund.
    441. Rok Spruk & Mitja Kovac, 2019. "Transaction costs and economic growth under common legal system: State‐level evidence from Mexico," Economics and Politics, Wiley Blackwell, vol. 31(2), pages 240-292, July.
    442. Glawe, Linda & Wagner, Helmut, 2022. "Is schooling the same as learning? – The impact of the learning-adjusted years of schooling on growth in a dynamic panel data framework," World Development, Elsevier, vol. 151(C).
    443. Zuazu, Izaskun, 2019. "The growth effect of democracy and technology: An industry disaggregated approach," European Journal of Political Economy, Elsevier, vol. 56(C), pages 115-131.
    444. Artem Kochnev, 2021. "Marching to Good Laws: The Impact of War, Politics, and International Credit on Reforms in Ukraine," wiiw Working Papers 192, The Vienna Institute for International Economic Studies, wiiw.
    445. Boese-Schlosser, Vanessa & Eberhardt, Markus, 2025. "Democracy in decline: The economic implications of democratic collapse," Discussion Papers, Research Unit: Transformations of Democracy SP V 2025-502, WZB Berlin Social Science Center.
    446. Hoyos, Mateo, 2024. "Tariffs and Growth: Heterogeneity by Economic Structure," SocArXiv v75aw, Center for Open Science.
    447. Antonis Adam & Sofia Tsarsitalidou, 2018. "Do democracies have higher current account deficits?," Constitutional Political Economy, Springer, vol. 29(1), pages 40-68, March.
    448. Amin, Mohammad & Djankov, Simeon, 2014. "Democratic institutions and regulatory reforms," Journal of Comparative Economics, Elsevier, vol. 42(4), pages 839-854.
    449. Viral V. Acharya & Lea Borchert & Maximilian Jager & Sascha Steffen, 2020. "Kicking the Can Down the Road: Government Interventions in the European Banking Sector," NBER Working Papers 27537, National Bureau of Economic Research, Inc.
    450. Feng, Guohua & Gao, Jiti & Peng, Bin, 2022. "An integrated panel data approach to modelling economic growth," Journal of Econometrics, Elsevier, vol. 228(2), pages 379-397.
    451. Federico Maggio & Dominic Rohner & Alessandro Saia, 2024. "The Democracy Dividend: ˗How Early Exposure to Democracy Shapes Health Outcomes˗," CESifo Working Paper Series 11307, CESifo.
    452. Marcin Humanicki & Krzysztof Olszewski, 2020. "The Heterogeneous Nature of FDI in Central and Eastern Europe. Impact of the Entry Mode on the Host Country’s Economic Growth," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 70(6), pages 541-565, December.
    453. Amir Tayebi & Sheida Teimouri, 2025. "Democratization and knowledge in social sciences," Public Choice, Springer, vol. 202(1), pages 77-108, January.
    454. Tomasz Legiedz, 2019. "The economic consequences of the recent political changes in China: the new institutional economics perspective," Ekonomia i Prawo, Uniwersytet Mikolaja Kopernika, vol. 18(2), pages 197-208, June.
    455. Chun, Natalie & Hasan, Rana & Rahman, Muhammad Habibur & Ulubaşoğlu, Mehmet A., 2016. "The role of middle class in democratic diffusion," International Review of Economics & Finance, Elsevier, vol. 42(C), pages 536-548.
    456. Sisay Demissew Beyene & Mohammed Seid Ali & Belayneh Taye & Yihenew Wubu Endalew, 2024. "Questioning the democracy–growth debate in countries of the East African region: a political economy perspective," Journal of Social and Economic Development, Springer;Institute for Social and Economic Change, vol. 26(3), pages 1059-1081, December.
    457. Mehic, Adrian, 2024. "Infrastructure Expansion, Tourism, and Electoral Outcomes," Working Paper Series 1490, Research Institute of Industrial Economics.
    458. Mingyang Li & Subal C. Kumbhakar, 2022. "Do institutions matter for economic growth?," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 69(4), pages 465-485, December.
    459. Christopher L. Ambrey & Christopher M. Fleming & Matthew Manning & Christine Smith, 2016. "On the Confluence of Freedom of the Press, Control of Corruption and Societal Welfare," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 128(2), pages 859-880, September.
    460. Janus, Thorsten, 2023. "Short and long run democracy diffusion," European Journal of Political Economy, Elsevier, vol. 78(C).
    461. Ramkissoon, Benjamin & Deonanan, Regan, 2023. "How do remittances impact child mortality and are there preconditions?," Social Science & Medicine, Elsevier, vol. 333(C).
    462. Cengiz, Doruk & Tekgüç, Hasan, 2022. "Counterfactual Reconciliation: Incorporating Aggregation Constraints For More Accurate Causal Effect Estimates," MPRA Paper 114478, University Library of Munich, Germany.
    463. Susumu Annaka & Masaaki Higashijima, 2017. "Democratization and Human Development," Working Papers 1712, Waseda University, Faculty of Political Science and Economics.
    464. Trung V. Vu, 2023. "Life expectancy and human capital: New empirical evidence," Health Economics, John Wiley & Sons, Ltd., vol. 32(2), pages 395-412, February.
    465. Jalles, João Tovar, 2020. "Social expenditure cyclicality: New time-varying evidence in developing economies," Economic Systems, Elsevier, vol. 44(3).
    466. Nisticò, Roberto, 2022. "Political institutions and economic development over more than a century," Structural Change and Economic Dynamics, Elsevier, vol. 61(C), pages 199-215.
    467. Liu Hong & Tianpeng Zhou, 2024. "Firm-level political risk and the firm’s trade credit extension," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 48(3), pages 857-888, September.
    468. Nicola Cetorelli & Michael G. Jacobides & Samuel Stern, 2021. "Mapping a Sector’s Scope Transformation and the Value of Following the Evolving Core," Staff Reports 963, Federal Reserve Bank of New York.
    469. Kerner, Philip & Wendler, Tobias, 2022. "Convergence in resource productivity," World Development, Elsevier, vol. 158(C).
    470. Fabrizio Germano, 2022. "Entropy, Directionality Theory and the Evolution of Income Inequality," Working Papers 1343, Barcelona School of Economics.
    471. Maryia Akulava, 2014. "Macroeconomic Performance, Individual Characteristics and Preference for Democracy," BEROC Working Paper Series 25, Belarusian Economic Research and Outreach Center (BEROC).
    472. Li Donni, Paolo & Marino, Maria & Welzel, Christian, 2021. "How important is culture to understand political protest?," World Development, Elsevier, vol. 148(C).
    473. Iván Albina & Jessica Bracco & Leonardo Gasparini & Luis Laguinge, 2028. "Slowing Down, Heating Up: Economic Deceleration and Social Discontent in Latin America," CEDLAS, Working Papers 0349, CEDLAS, Universidad Nacional de La Plata.
    474. Niclas Berggren & Christian Bjørnskov, 2022. "Academic freedom, institutions, and productivity," Southern Economic Journal, John Wiley & Sons, vol. 88(4), pages 1313-1342, April.
    475. Lee, Alexander & Paine, Jack, 2019. "British colonialism and democracy: Divergent inheritances and diminishing legacies," Journal of Comparative Economics, Elsevier, vol. 47(3), pages 487-503.
    476. Yang, Zhiqing & Liu, Peiyao & Luo, Lianfa, 2023. "Growing exports through ISO 9001 quality certification: Firm-level evidence from Chinese agri-food sectors," Food Policy, Elsevier, vol. 117(C).
    477. Kotera, Go & Okada, Keisuke, 2017. "How does democratization affect the composition of government expenditure?," Journal of Economic Behavior & Organization, Elsevier, vol. 137(C), pages 145-159.
    478. Bai, Chenjiang & Duan, Yuejiao & Liu, Congya & Qiu, Leiju, 2022. "International taxation sentiment and COVID-19 crisis," Research in International Business and Finance, Elsevier, vol. 63(C).
    479. He, Qichun, 2023. "The inverted-U effect of inflation on growth: Cross-country evidence," Economic Modelling, Elsevier, vol. 128(C).
    480. Santos, Vitor Bernard de Souza & Bittencourt, Mauricio Vaz Lobo, 2024. "Revisiting the economic growth on Latin American and Caribbean Countries: The role of trade and democracy," Research in Economics, Elsevier, vol. 78(4).
    481. Maham Zahra Mehdi & Danish Ahmed Siddiqui, 2020. "The Effect of Polarization on Economic Growth, Social Capital, and Democracy: A Cross-Country Study," Issues in Economics and Business, Macrothink Institute, vol. 6(1), pages 42-66, June.
    482. Axel Dreher & Valentin F. Lang & Sebastian Ziaja, 2017. "Foreign Aid in Areas of Limited Statehood," CESifo Working Paper Series 6340, CESifo.
    483. Melissa Rubio-Ramos & Christian Isendahl & Ola Olsson, 2024. "The Political Economy of Bread and Circuses: Weather Shocks and Classic Maya Monument Construction," CESifo Working Paper Series 11439, CESifo.
    484. Zheng, Mingbo & Feng, Gen-Fu & Wang, Quan-Jing & Chang, Chun-Ping, 2023. "Financial globalization and technological innovation: International evidence," Economic Systems, Elsevier, vol. 47(1).
    485. ChaeWon Baek & Byoungchan Lee, 2022. "A Guide to Autoregressive Distributed Lag Models for Impulse Response Estimations," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(5), pages 1101-1122, October.
    486. Xunan Feng & Zhi Jin & Anders C. Johansson, 2021. "How beliefs influence behaviour: Confucianism and innovation in China," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 29(3), pages 501-525, July.
    487. Reynaerts, Jo & Vanschoonbeek, Jakob, 2016. "The Economics of State Fragmentation - Assessing the Economic Impact of Secession," MPRA Paper 69681, University Library of Munich, Germany.
    488. Barrera-Santana, J. & Marrero, Gustavo A. & Ramos-Real, Francisco J., 2022. "Income, energy and the role of energy efficiency governance," Energy Economics, Elsevier, vol. 108(C).
    489. Brieger Stefan & Markwardt Gunther, 2020. "The Democracy–Economy-Nexus," Review of Economics, De Gruyter, vol. 71(2), pages 135-167, August.
    490. Batten, Jonathan A. & Bilgin, Mehmet Huseyin & Demir, Ender & Gozgor, Giray, 2023. "Does globalization affect credit market controls?," International Review of Economics & Finance, Elsevier, vol. 85(C), pages 21-43.
    491. Christopher A. Hartwell & Roman Horvath & Eva Horvathova & Olga Popova, 2019. "Democratic Institutions, Natural Resources, and Income Inequality," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 61(4), pages 531-550, December.
    492. Yuyang He & Dominik Naeher, 2022. "Do democracies perform worse during pandemics? Evidence from 2020," Economics Bulletin, AccessEcon, vol. 42(3), pages 1681-1687.
    493. Mensah,Justice Tei & Hirfrfot,Kibrom Tafere & Abay,Kibrom A., 2022. "Saving Lives through Technology : Mobile Phones and Infant Mortality," Policy Research Working Paper Series 9978, The World Bank.
    494. Rok Spruk, Mitja Kovac, Nuno Garoupa, 2024. "The boulevard of broken dreams? Long-run effects of labor-managed socialism," European Journal of Comparative Economics, Cattaneo University (LIUC), vol. 21(2), pages 167-210, December.
    495. Sargis Karavardanyan, 2022. "Short-Term Harm, Long-Term Prosperity? Democracy, Corruption and Foreign Direct Investments in Sino-African Economic Relations," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 64(3), pages 417-486, September.
    496. Daron Acemoglu & Murat Ucer, 2015. "The Ups and Downs of Turkish Growth, 2002-2015: Political Dynamics, the European Union and the Institutional Slide," NBER Working Papers 21608, National Bureau of Economic Research, Inc.
    497. John Rennie Short & Justin Vélez-Hagan & Leah Dubots, 2019. "What Do Global Metrics Tell Us about the World?," Social Sciences, MDPI, vol. 8(5), pages 1-16, May.
    498. Akbulut-Yuksel, Mevlude & Okoye, Dozie & Yuksel, Mutlu, 2017. "Learning to Participate in Politics: Evidence from Jewish Expulsions in Nazi Germany," IZA Discussion Papers 10778, Institute of Labor Economics (IZA).
    499. Davide Proserpio & Isamar Troncoso & Francesca Valsesia, 2021. "Does Gender Matter? The Effect of Management Responses on Reviewing Behavior," Marketing Science, INFORMS, vol. 40(6), pages 1199-1213, November.
    500. Kerner, Philip & Kalthaus, Martin & Wendler, Tobias, 2023. "Economic growth and the use of natural resources: assessing the moderating role of institutions," Energy Economics, Elsevier, vol. 126(C).
    501. Ron P. Smith, 2024. "Econometric Aspects of Convergence: A Survey," Open Economies Review, Springer, vol. 35(4), pages 701-721, September.
    502. Ignazio Drudi & Giorgio Tassinari & Fabrizio Alboni, 2017. "Changes in wealth distribution in Italy (2002-2012) and who gained from the Great Recession," PSL Quarterly Review, Economia civile, vol. 70(281), pages 129-153.
    503. Marina Dias & Demian Pouzo, 2021. "Inference for multi-valued heterogeneous treatment effects when the number of treated units is small," Papers 2105.10965, arXiv.org.
    504. Bruce Morley, 2023. "The Effects of Direct Democracy on Stock Market Risk and Returns: An Event Study from Switzerland," Risks, MDPI, vol. 11(2), pages 1-13, January.
    505. Bahamonde, Hector & Trasberg, Mart, 2021. "Inclusive institutions, unequal outcomes: Democracy, state capacity, and income inequality," European Journal of Political Economy, Elsevier, vol. 70(C).
    506. Lars Pelke, 2023. "Reanalysing the link between democracy and economic development," International Area Studies Review, Center for International Area Studies, Hankuk University of Foreign Studies, vol. 26(4), pages 361-383, December.
    507. Nai-Chun Wang & Deng-Kui Si & Chun-Feng Dong, 2022. "Social Insurance Burden and Corporate Environmental Performance: Evidence from China," Sustainability, MDPI, vol. 14(19), pages 1-22, September.
    508. Chen, Chinchih & Frey, Carl Benedikt & Presidente, Giorgio, 2023. "Disease and democracy: Political regimes and countries responsiveness to COVID-19," Journal of Economic Behavior & Organization, Elsevier, vol. 212(C), pages 290-299.
    509. Sundar Ponnusamy, 2022. "Natural disasters and missing children," Health Economics, John Wiley & Sons, Ltd., vol. 31(2), pages 399-416, February.
    510. Nabamita Dutta & Deepraj Mukherjee, 2018. "Can financial development enhance transparency?," Economic Change and Restructuring, Springer, vol. 51(4), pages 279-302, November.
    511. Benati, Giacomo & Guerriero, Carmine & Zaina, Federico, 2022. "The origins of political institutions and property rights," Journal of Comparative Economics, Elsevier, vol. 50(4), pages 946-968.
    512. Eugene Kouassi & Sandotin Coulibaly & Oluyele Akinkugbe & Mbodja Mougoué, 2021. "The democracy income‐growth nexus in the southern African development community revisited," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 1835-1854, April.
    513. Seraphine F Maerz & Amanda B Edgell & Matthew C Wilson & Sebastian Hellmeier & Staffan I Lindberg, 2024. "Episodes of regime transformation," Journal of Peace Research, Peace Research Institute Oslo, vol. 61(6), pages 967-984, November.
    514. Wisarut Suwanprasert, 2024. "The economic aftermath of Thailand's 2014 military coup: Evidence from the synthetic control method," Asian Economic Journal, East Asian Economic Association, vol. 38(2), pages 256-283, June.
    515. Dokas, Ioannis & Panagiotidis, Minas & Papadamou, Stephanos & Spyromitros, Eleftherios, 2023. "Does innovation affect the impact of corruption on economic growth? International evidence," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 1030-1054.
    516. William Hongsong Wang & Victor I. Espinosa & José Antonio Peña-Ramos, 2021. "Private Property Rights, Dynamic Efficiency and Economic Development: An Austrian Reply to Neo-Marxist Scholars Nieto and Mateo on Cyber-Communism and Market Process," Economies, MDPI, vol. 9(4), pages 1-17, November.
    517. Semieniuk, Gregor, 2024. "Inconsistent definitions of GDP: Implications for estimates of decoupling," Ecological Economics, Elsevier, vol. 215(C).
    518. Jeremiah Dittmar & Ralph R. Meisenzahl, 2016. "State capacity and public goods: institutional change, human capital and growth in early modern Germany," CEP Discussion Papers dp1418, Centre for Economic Performance, LSE.
    519. Dorsch, Michael T. & Maarek, Paul, 2015. "Inefficient predation and political transitions," European Journal of Political Economy, Elsevier, vol. 37(C), pages 37-48.
    520. Justin T. Callais & Andrew T. Young, 2024. "Revolutionary Constitutions: are they revolutionary in terms of constitutional design?," Public Choice, Springer, vol. 200(3), pages 423-455, September.
    521. Baker, Edward D. & Boulton, Thomas J. & Braga-Alves, Marcus V. & Morey, Matthew R., 2021. "ESG government risk and international IPO underpricing," Journal of Corporate Finance, Elsevier, vol. 67(C).
    522. Soto-Oñate, David & Torrens, Gustavo, 2023. "Institutional-cultural coherence and economic development: The case of the Spanish regions," Journal of Comparative Economics, Elsevier, vol. 51(1), pages 41-89.
    523. Rybacki, Jakub, 2021. "Does International Monetary Fund Favor Certain Countries During the Fiscal Forecasting – Evidence of the Institutional Biases?," MPRA Paper 107681, University Library of Munich, Germany.
    524. Alessandro Melcarne & Juan S. Mora-Sanguinetti & Rok Spruk, 2021. "Democracy, technocracy and economic growth: evidence from 20 century Spain," Working Papers 2118, Banco de España.
    525. Alex O. Acheampong & Janet Dzator & Matthew Abunyewah & Michael Odei Erdiaw-Kwasie & Eric Evans Osei Opoku, 2023. "Sub-Saharan Africa’s Tragedy: Resource Curse, Democracy and Income Inequality," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 168(1), pages 471-509, August.
    526. Marrazzo, Marco & Terzi, Alessio, 2017. "Structural reform waves and economic growth," Working Paper Series 2111, European Central Bank.
    527. Astrid Krenz & Ana Abeliansky, 2015. "Democracy and Trade—Evidence along the Distribution of Trading Activity," EcoMod2015 8750, EcoMod.
    528. Dang, Hai-Anh H. & Trinh, Trong-Anh, 2020. "Does the COVID-19 Pandemic Improve Global Air Quality? New Cross-national Evidence on Its Unintended Consequences," GLO Discussion Paper Series 606, Global Labor Organization (GLO).
    529. Dertinger, Andrea & Hirth, Lion, 2020. "Reforming the electric power industry in developing economies evidence on efficiency and electricity access outcomes," Energy Policy, Elsevier, vol. 139(C).
    530. Glazer Amanda K. & Pimentel Samuel D., 2023. "Robust inference for matching under rolling enrollment," Journal of Causal Inference, De Gruyter, vol. 11(1), pages 1-19, January.
    531. Ramos, Antonio P. & Flores, Martin J. & Ross, Michael L., 2020. "Where has democracy helped the poor? Democratic transitions and early-life mortality at the country level," Social Science & Medicine, Elsevier, vol. 265(C).
    532. Inese TRUSINA & Elita JERMOLAJEVA, 2021. "The scientific discourse on the concept of sustainable development," Eastern Journal of European Studies, Centre for European Studies, Alexandru Ioan Cuza University, vol. 12, pages 298-322, December.
    533. Per G. Fredriksson & Aatishya Mohanty, 2022. "COVID-19 Regulations, Political Institutions, and the Environment," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 81(2), pages 323-353, February.
    534. Wendler, Tobias & Töbelmann, Daniel & Günther, Jutta, 2021. "Natural resources and technology - on the mitigating effect of green tech," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242416, Verein für Socialpolitik / German Economic Association.
    535. Marques, André M., 2022. "Is income inequality good or bad for growth? Further empirical evidence using data for all Brazilian cities," Structural Change and Economic Dynamics, Elsevier, vol. 62(C), pages 360-376.
    536. Pakhnin, M. & Shapovalov, R., 2023. "Democratic capital and economic growth in the countries of the third wave of democratization," Journal of the New Economic Association, New Economic Association, vol. 58(1), pages 12-31.
    537. T. Tavor & L. D. Gonen & M. Weber & U. Spiegel, 2018. "The Effects of Income Levels and Income Inequalities on Happiness," Journal of Happiness Studies, Springer, vol. 19(7), pages 2115-2137, October.
    538. Alexandre, Fernando & Bação, Pedro & Veiga, Francisco José, 2022. "The political economy of productivity growth," European Journal of Political Economy, Elsevier, vol. 75(C).
    539. Dahlum, Sirianne & Knutsen, Carl Henrik & Mechkova, Valeriya, 2022. "Women’s political empowerment and economic growth," World Development, Elsevier, vol. 156(C).
    540. Brown, Craig O., 2020. "Economic leadership and growth," Journal of Monetary Economics, Elsevier, vol. 116(C), pages 298-333.
    541. Chletsos, Michael & Sintos, Andreas, 2024. "Political stability and financial development: An empirical investigation," The Quarterly Review of Economics and Finance, Elsevier, vol. 94(C), pages 252-266.
    542. John A Doces, 2020. "Democracy, consumption, and growth in sub-Saharan Africa," International Area Studies Review, Center for International Area Studies, Hankuk University of Foreign Studies, vol. 23(1), pages 28-48, March.
    543. Hosein Mohammadi & Flavio Boccia & Amirhossein Tohidi, 2023. "The Relationship between Democracy and Economic Growth in the Path of Sustainable Development," Sustainability, MDPI, vol. 15(12), pages 1-12, June.
    544. Hal Hill, 2018. "Asia’s third giant: A survey of the Indonesian economy," Departmental Working Papers 2018-21, The Australian National University, Arndt-Corden Department of Economics.
    545. Asif Mohammed Islam & Daniel Lederman, 2024. "Data transparency and growth in developing economies during and after the global financial crisis," Kyklos, Wiley Blackwell, vol. 77(4), pages 1169-1205, November.
    546. Bareille, François & Wolfersberger, Julien & Zavalloni, Matteo, 2023. "Institutions and conservation: The case of protected areas," Journal of Environmental Economics and Management, Elsevier, vol. 118(C).
    547. Roberto Cazzolla Gatti & Roger Koppl & Brian D. Fath & Stuart Kauffman & Wim Hordijk & Robert E. Ulanowicz, 2020. "On the emergence of ecological and economic niches," Journal of Bioeconomics, Springer, vol. 22(2), pages 99-127, July.
    548. Ihsen Abid & Salha Ben Salem & Wajdi Frikha, 2024. "Impact of political instability of monetary policy conduct and economic activity recovery: empirical investigation," SN Business & Economics, Springer, vol. 4(12), pages 1-18, December.
    549. Nauro Campos & Ekaterina Glebkina & Menelaos Karanasos & Panagiotis Koutroumpis, 2023. "Financial Development, Political Instability, Trade Openness and Growth in Brazil: Evidence from a New Dataset, 1890-2003," Open Economies Review, Springer, vol. 34(4), pages 831-861, September.
    550. Roberto Ezcurra & Izaskun Zuazu, 2022. "Political equality and quality of government," Kyklos, Wiley Blackwell, vol. 75(2), pages 269-293, May.
    551. Ahmad, Muhammad Farooq & Lambert, Thomas & Martín-Flores, José M. & Romec, Arthur, 2024. "Does democracy shape international merger activity?," Journal of International Economics, Elsevier, vol. 152(C).
    552. Melissa Rubio-Ramos, 2022. "Trust, Violence, and Coca," ECONtribute Discussion Papers Series 176, University of Bonn and University of Cologne, Germany.
    553. Arora,Abhishek & George,Siddharth & Rao,Vijayendra & Sharan,MR, 2023. "The Added Value of Local Democracy: Evidence from a Natural Experiment in India," Policy Research Working Paper Series 10555, The World Bank.
    554. Umut Uzar, 2023. "Income Inequality, Institutions, and Freedom of the Press: Potential Mechanisms and Evidence," Sustainability, MDPI, vol. 15(17), pages 1-23, August.
    555. Ajayi, Temitope Abraham, 2021. "Democratic Government, Corruption Control, and Economic Development: Evidence from Nigeria with Cointegration Approach," MPRA Paper 110090, University Library of Munich, Germany.
    556. Ang, James B. & Madsen, Jakob B. & Wang, Wen, 2021. "Rice farming, culture and democracy," European Economic Review, Elsevier, vol. 136(C).
    557. Grajzl, Peter & Gutmann, Jerg & Voigt, Stefan, 2023. "The Nation-State Foundations of Constitutional Compliance," ILE Working Paper Series 76, University of Hamburg, Institute of Law and Economics.
    558. Juste Som¨¦ & Selsah Pasali & Martin Kaboine, 2019. "Exploring the Impact of Healthcare on Economic Growth in Africa," Applied Economics and Finance, Redfame publishing, vol. 6(3), pages 45-57, May.
    559. Magbondé, Kadoukpè Gildas, 2025. "Institutional drivers of global value chains participation in African countries," Sustainable Global Supply Chains Discussion Papers 7, Research Network Sustainable Global Supply Chains.
    560. Dirks, Maximilian & Schmidt, Torsten, 2023. "The relationship between political instability and economic growth in advanced economies: Empirical evidence from a panel VAR and a dynamic panel FE-IV analysis," Ruhr Economic Papers 1000, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    561. Ọláyínká Oyèkọ́lá, 2023. "Democracy Does Improve Health," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 166(1), pages 105-132, February.
    562. Shuichiro Nishioka & Sumi Sharma & Tuan Le, 2023. "Political Regimes and Firms' Decisions to Pay Bribes: Theory and Evidence from Firm-level Surveys," Working Papers 23-04, Department of Economics, West Virginia University.
    563. Kym Anderson & Sundar Ponnusamy, 2023. "Structural transformation away from agriculture in growing open economies," Agricultural Economics, International Association of Agricultural Economists, vol. 54(1), pages 62-76, January.
    564. Francis OSEI-TUTU & Laurent WEILL, 2020. "Does Access to Credit Come with Access to Voting? Democracy and Firm Financing Constraints," Working Papers of LaRGE Research Center 2020-04, Laboratoire de Recherche en Gestion et Economie (LaRGE), Université de Strasbourg.
    565. Xiyu Jiao & Felix Pretis, 2022. "Testing the Presence of Outliers in Regression Models," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(6), pages 1452-1484, December.
    566. Fernando Tohmé & M. Ángeles Caraballo & Carlos Dabús, 2022. "Instability, political regimes and economic growth. A theoretical framework," Metroeconomica, Wiley Blackwell, vol. 73(1), pages 291-317, February.
    567. Daniel Shapiro & Saul Estrin & Michael Carney & Zhixiang (Steven) Liang, 2024. "Business Groups and Export Performance: The Role of Coordination Failures and Institutional Configurations," Journal of Management Studies, Wiley Blackwell, vol. 61(6), pages 2303-2337, September.
    568. Jung, Alexander & Romelli, Davide & Farvaque, Etienne, 2025. "Do central bank reforms lead to more monetary discipline?," Working Paper Series 3049, European Central Bank.
    569. David K Levine & Cesar Martinelli & Nicole Stoelinga, 2024. "Vote or Fight?," Levine's Working Paper Archive 11694000000000199, David K. Levine.
    570. Rubio-Ramos, Melissa, 2024. "Trust, violence, and coca," Journal of Development Economics, Elsevier, vol. 167(C).
    571. Akçay Selçuk & Karasoy Alper, 2020. "Determinants of private investments in Turkey: Examining the role of democracy," Review of Economic Perspectives, Sciendo, vol. 20(1), pages 23-49, March.
    572. Marina-Selini Katsaiti & Maroula Khraiche, 2023. "Does access to credit alter migration intentions?," Empirical Economics, Springer, vol. 65(4), pages 1823-1854, October.
    573. Jalles, João Tovar, 2021. "Dynamics of government spending cyclicality," Economic Modelling, Elsevier, vol. 97(C), pages 411-427.
    574. Wong, Mathew Y.H., 2021. "Democracy, hybrid regimes, and inequality: The divergent effects of contestation and inclusiveness," World Development, Elsevier, vol. 146(C).
    575. Betz, Timm & Pond, Amy, 2023. "Democratic institutions and regulatory privileges for government debt," European Journal of Political Economy, Elsevier, vol. 79(C).
    576. Richard Carson, 2020. "Inclusiveness, Growth, and Political Support," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 46(4), pages 557-575, October.
    577. Alberto Chong & Mark Gradstein, 2019. "Institutional persistence, income inequality, and individual attitudes," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 17(3), pages 401-413, September.
    578. Boulton, Thomas J. & Ellram, Lisa M., 2024. "The intersection of supply chain operations and finance: Logistics uncertainty and International IPO underpricing," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 189(C).
    579. Mohammad Badrul Muttakin & Tarek Rana & Dessalegn Getie Mihret, 2022. "Democracy, national culture and greenhouse gas emissions: An international study," Business Strategy and the Environment, Wiley Blackwell, vol. 31(7), pages 2978-2991, November.
    580. Bambe, Bao-We-Wal, 2025. "Macroprudential policies and private domestic investment in developing countries: An instrumental variables approach," IDOS Discussion Papers 3/2025, German Institute of Development and Sustainability (IDOS).
    581. Rui Tang & Shiping Tang, 2018. "Democracy's Unique Advantage in Promoting Economic Growth: Quantitative Evidence for a New Institutional Theory," Kyklos, Wiley Blackwell, vol. 71(4), pages 642-666, November.
    582. Krieger, Tommy, 2022. "Measuring democracy," ZEW Discussion Papers 22-063, ZEW - Leibniz Centre for European Economic Research.
    583. Daron Acemoglu & Suresh Naidu & Pascual Restrepo & James A. Robinson, 2013. "Democracy, Redistribution and Inequality," NBER Working Papers 19746, National Bureau of Economic Research, Inc.
    584. Dirks, Maximilian W. & Schmidt, Torsten, 2024. "Political instability and economic growth: Causation and transmission," European Journal of Political Economy, Elsevier, vol. 85(C).
    585. Hendricks, Nathan P. & Stigler, Matthieu M., 2020. "Global Yield Distributions since 1960," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304570, Agricultural and Applied Economics Association.

  27. Mejía,Daniel & Restrepo,Pascual & Rozo,Sandra V., 2015. "On the effects of enforcement on illegal markets : evidence from a quasi-experiment in Colombia," Policy Research Working Paper Series 7409, The World Bank.

    Cited by:

    1. Leonardo Bonilla Mejía & Iván Higuera Mendieta, 2016. "¿Parques de papel? Áreas protegidas y deforestación en Colombia," Documentos de Trabajo Sobre Economía Regional y Urbana 15206, Banco de la República, Economía Regional.
    2. W. Bentley MacLeod & Roman Rivera, 2024. "Positive Incentives: The Income Effect and The Optimal Regulation of Crime," NBER Working Papers 32805, National Bureau of Economic Research, Inc.
    3. José Fernández & Matteo Pazzona, 2015. "Evaluating the Spillover Effects of the Plan Colombia in Ecuador," Bristol Economics Discussion Papers 15/667, School of Economics, University of Bristol, UK.
    4. Daniel Mejía & Mounu Prem & Juan F. Vargas, 2019. "The rise and persistence of illegal crops: Evidence from a naive policy announcement," Documentos de Trabajo 17543, The Latin American and Caribbean Economic Association (LACEA).
    5. Samuel Lordemus & Noemi Kreif & Rodrigo Moreno-Serra, 2021. "Public healthcare financing during counterinsurgency efforts: Evidence from Colombia," HiCN Working Papers 348, Households in Conflict Network.
    6. Hernando Zuleta González, 2017. "Coca, cocaína y narcotráfico," Documentos CEDE 15634, Universidad de los Andes, Facultad de Economía, CEDE.
    7. Eleonora Dávalos & Leonardo Fabio Morales, 2023. "Diffusion of crime control benefits: forced eradication and coca crops in Colombia," Spatial Economic Analysis, Taylor & Francis Journals, vol. 18(3), pages 292-317, July.
    8. Eleonora Dávalos & Leonardo Fabio Morales, 2019. "Is there a balloon effect? Coca crops and forced eradication in Colombia," Documentos de Trabajo de Valor Público 17350, Universidad EAFIT.
    9. Mejia, Daniel & Restrepo, Pascual, 2016. "The economics of the war on illegal drug production and trafficking," Journal of Economic Behavior & Organization, Elsevier, vol. 126(PA), pages 255-275.
    10. Maria Micaela Sviatschi, 2018. "Making a Narco: Childhood Exposure to Illegal Labor Markets and Criminal Life Paths," Working Papers sviatschi_making-a-narco_, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
    11. McCully, Brett A., 2024. "Immigrants, legal status, and illegal trade," Journal of International Economics, Elsevier, vol. 152(C).
    12. Juan Pablo Cote, 2019. "The Effect of Interdiction on Coca Cultivation in Colombia," Documentos CEDE 17316, Universidad de los Andes, Facultad de Economía, CEDE.
    13. Angulo, Juan Carlos, 2024. "Books and bushes: Schooling decisions and coca production in Colombia," 2024 Annual Meeting, July 28-30, New Orleans, LA 344036, Agricultural and Applied Economics Association.
    14. Carvajal, Hernán, 2023. "Efectos de la suspensión de las aspersiones aéreas con glifosato sobre la deserción escolar en Colombia," Documentos CEDE 20307, Universidad de los Andes, Facultad de Economía, CEDE.
    15. Lucas Marín Llanes, 2020. "Unintended Consequences of Alternative Development Programs: Evidence From Colombia's Illegal Crop Substitution," Documentos CEDE 18468, Universidad de los Andes, Facultad de Economía, CEDE.
    16. Freylejer, Leandro & Orr, Scott, 2023. "Import substitution in illicit methamphetamine markets," Journal of International Economics, Elsevier, vol. 140(C).
    17. Muñoz-Mora, Juan Carlos & Tobón, Santiago & d’Anjou, Jesse Willem, 2018. "The role of land property rights in the war on illicit crops: Evidence from Colombia," World Development, Elsevier, vol. 103(C), pages 268-283.
    18. Maria Micaela Sviatschi, 2019. "Making a Narco: Childhood Exposure to Illegal Labor Markets and Criminal Life Paths," Working Papers 2019-28, Princeton University. Economics Department..
    19. Bonilla-Mejía, Leonardo & Higuera-Mendieta, Iván, 2019. "Protected Areas under Weak Institutions: Evidence from Colombia," World Development, Elsevier, vol. 122(C), pages 585-596.
    20. Camacho, Adriana & Mejía, Daniel, 2017. "The health consequences of aerial spraying illicit crops: The case of Colombia," Journal of Health Economics, Elsevier, vol. 54(C), pages 147-160.
    21. Gehring, Kai & Langlotz, Sarah & Kienberger, Stefan, 2018. "Stimulant or depressant? Resource-related income shocks and conflict," Working Papers 0652, University of Heidelberg, Department of Economics.
    22. Ladino, Juan Felipe & Saavedra, Santiago & Wiesner, Daniel, 2021. "One step ahead of the law: The net effect of anticipation and implementation of Colombia’s illegal crops substitution program," Journal of Public Economics, Elsevier, vol. 202(C).

  28. Juan Camilo Castillo, Daniel Mejia, and Pascual Restrepo, 2014. "Scarcity without Leviathan: The Violent Effects of Cocaine Supply Shortages in the Mexican Drug War - Working Paper 356," Working Papers 356, Center for Global Development.

    Cited by:

    1. Pedro Paulo Orraca Romano, 2015. "Crime Exposure and Educational Outcomes in Mexico," Working Paper Series 7715, Department of Economics, University of Sussex Business School.
    2. Iva Trako & Maria Micaela Sviatschi & Guadalupe Kavanaugh, 2018. "Access to Justice, Gender Violence and Children: Evidence from Women’s Justice Centers in Peru," Working Papers 2018-03, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
    3. Ted Enamorado & Luis Felipe López-Calva & Carlos Rodríguez-Castelán & Hernán Winkler, 2015. "Income Inequality and Violent Crime: Evidence from Mexico's Drug War," Working Paper Series Sobre México 2015003, Sobre México. Temas en economía.
    4. Mathieu Couttenier & Pauline Grosjean & Marc Sangnier, 2017. "The Wild West IS Wild: The Homicide Resource Curse," Journal of the European Economic Association, European Economic Association, vol. 15(3), pages 558-585.
    5. Pedro Paulo Orraca-Romano, 2018. "Crime Exposure and Educational Outcomes in Mexico. (Violencia y desempeño académico en México)," Ensayos Revista de Economia, Universidad Autonoma de Nuevo Leon, Facultad de Economia, vol. 0(2), pages 177-212, October.
    6. Brown, Ryan & Velásquez, Andrea, 2017. "The effect of violent crime on the human capital accumulation of young adults," Journal of Development Economics, Elsevier, vol. 127(C), pages 1-12.
    7. De Hoyos Navarro,Rafael E. & Gutierrez Fierros,Carlos & Vargas M.,J. Vicente, 2016. "Idle youth in Mexico : trapped between the war on drugs and economic crisis," Policy Research Working Paper Series 7558, The World Bank.
    8. Balmori de la Miyar Jose Roberto, 2016. "The Economic Consequences of the Mexican Drug War," Peace Economics, Peace Science, and Public Policy, De Gruyter, vol. 22(3), pages 213-246, August.
    9. Acemoglu, Daron & De Luca, Giacomo & De Feo, Giuseppe, 2017. "Weak States: Causes and Consequences of the Sicilian Mafia," CEPR Discussion Papers 12530, C.E.P.R. Discussion Papers.
    10. Ryan Brown, 2018. "The Mexican Drug War and Early-Life Health: The Impact of Violent Crime on Birth Outcomes," Demography, Springer;Population Association of America (PAA), vol. 55(1), pages 319-340, February.
    11. Mascarúa Lara Miguel A., 2022. "Imperfect Law Enforcement, Informality, and Organized Crime," Working Papers 2022-16, Banco de México.
    12. Maria Micaela Sviatschi, 2018. "Making a Narco: Childhood Exposure to Illegal Labor Markets and Criminal Life Paths," Working Papers sviatschi_making-a-narco_, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
    13. Orraca Romano, Pedro Paulo, 2016. "Essays on development and labour economics for Mexico," Economics PhD Theses 0816, Department of Economics, University of Sussex Business School.
    14. Sukanya Basu & Sarah Pearlman, 2017. "Violence and migration: evidence from Mexico’s drug war," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-29, December.
    15. Maria Micaela Sviatschi, 2019. "Making a Narco: Childhood Exposure to Illegal Labor Markets and Criminal Life Paths," Working Papers 2019-28, Princeton University. Economics Department..

  29. Daniel Mejía & Pascual Restrepo, 2013. "Bushes and Bullets: Illegal Cocaine Markets and Violence in Colombia," Documentos CEDE 11934, Universidad de los Andes, Facultad de Economía, CEDE.

    Cited by:

    1. Lindo, Jason M. & Padilla-Romo, María, 2018. "Kingpin approaches to fighting crime and community violence: Evidence from Mexico's drug war," Journal of Health Economics, Elsevier, vol. 58(C), pages 253-268.
    2. Iván Higuera-Mendieta, 2017. "Control armado y comportamiento electoral: Un cuasi-experimento en el Caguán," Documentos de Trabajo Sobre Economía Regional y Urbana 15623, Banco de la República, Economía Regional.
    3. José Fernández & Matteo Pazzona, 2015. "Evaluating the Spillover Effects of the Plan Colombia in Ecuador," Bristol Economics Discussion Papers 15/667, School of Economics, University of Bristol, UK.
    4. Maria Micaela Sviatschi, 2022. "Making a NARCO: Childhood Exposure to Illegal Labor Markets and Criminal Life Paths," Econometrica, Econometric Society, vol. 90(4), pages 1835-1878, July.
    5. Iva Trako & Maria Micaela Sviatschi & Guadalupe Kavanaugh, 2018. "Access to Justice, Gender Violence and Children: Evidence from Women’s Justice Centers in Peru," Working Papers 2018-03, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
    6. Austin L. Wright, 2016. "Economic Shocks and Rebel," HiCN Working Papers 232, Households in Conflict Network.
    7. Sujeong Park, 2025. "The Growth of Illicit Drug Use and Its Effects on Murder Rates," Health Economics, John Wiley & Sons, Ltd., vol. 34(3), pages 456-471, March.
    8. Prem, M & Guerra, M. E. & Rodríguez, P & Vargas, J. F., 2020. "The Peace Baby Boom: Evidence from Colombia’s peace agreement with the FARC," Documentos de Trabajo 18430, Universidad del Rosario.
    9. Acemoglu, Daron & De Luca, Giacomo & De Feo, Giuseppe, 2017. "Weak States: Causes and Consequences of the Sicilian Mafia," CEPR Discussion Papers 12530, C.E.P.R. Discussion Papers.
    10. Nicole Stoelinga, 2024. "Cultivation and competition in Colombia: Disentangling the effects of coca price changes on violence," Journal of International Development, John Wiley & Sons, Ltd., vol. 36(2), pages 1007-1042, March.
    11. Mejia, Daniel & Restrepo, Pascual, 2016. "The economics of the war on illegal drug production and trafficking," Journal of Economic Behavior & Organization, Elsevier, vol. 126(PA), pages 255-275.
    12. Maria Micaela Sviatschi, 2018. "Making a Narco: Childhood Exposure to Illegal Labor Markets and Criminal Life Paths," Working Papers sviatschi_making-a-narco_, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
    13. Marín Llanes, Lucas & Fernández Sierra, Manuel & Vélez Lesmes, María Alejandra & Martínez González, Eduard & Murillo Sandoval, Paulo, 2024. "Coca-Based Local Growth and Its Socio-Economic Impact in Colombia," Documentos CEDE 21186, Universidad de los Andes, Facultad de Economía, CEDE.
    14. Carvajal, Hernán, 2023. "Efectos de la suspensión de las aspersiones aéreas con glifosato sobre la deserción escolar en Colombia," Documentos CEDE 20307, Universidad de los Andes, Facultad de Economía, CEDE.
    15. Burke, Patrick J., 2024. "Veto players and gun violence in drug markets: Analysis based on field observations of eighty drug-selling spots on the Westside of Chicago," Journal of Criminal Justice, Elsevier, vol. 95(C).
    16. Gelvez, Juan David & Angulo, Juan Carlos, 2024. "Public Attitudes Toward Forced Eradication: Protest, Gender, and Politics in Colombia," OSF Preprints 6ys2g, Center for Open Science.
    17. Gabriela Rubio, 2020. "¿Fin de la guerra, fin de la violencia? Evidencia del Acuerdo de Paz y homicidios en Colombia," Documentos CEDE 18228, Universidad de los Andes, Facultad de Economía, CEDE.
    18. Maria Micaela Sviatschi, 2019. "Making a Narco: Childhood Exposure to Illegal Labor Markets and Criminal Life Paths," Working Papers 2019-28, Princeton University. Economics Department..
    19. Raphael J. Nawrotzki & Verena Gantner & Jana Balzer & Thomas Wencker & Sabine Brüntrup-Seidemann, 2022. "Strategic Allocation of Development Projects in Post-Conflict Regions: A Gender Perspective for Colombia," Sustainability, MDPI, vol. 14(4), pages 1-26, February.
    20. Leila Pereira & Rafael Pucci, 2024. "A Tale of Gold and Blood: The Consequences of Market Deregulation on Local Violence," Working Papers, Department of Economics 2024_18, University of São Paulo (FEA-USP).

  30. Daron Acemoglu & Suresh Naidu & Pascual Restrepo & James A. Robinson, 2013. "Democracy, Redistribution and Inequality," NBER Working Papers 19746, National Bureau of Economic Research, Inc.

    Cited by:

    1. Costa-Font, Joan & Knust, Niklas, 2023. "Does exposure to democracy decrease health inequality?," LSE Research Online Documents on Economics 119444, London School of Economics and Political Science, LSE Library.
    2. Francisco H. G. Ferreira & Nora Lustig & Daniel Teles, 2015. "Appraising cross-national income inequality databases: An introduction," Working Papers 382, ECINEQ, Society for the Study of Economic Inequality.
    3. Kutuk, Yasin, 2022. "Inequality convergence: A world-systems theory approach," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 150-165.
    4. Florian M. Hollenbach, 2021. "Elite interests and public spending: Evidence from Prussian cities," The Review of International Organizations, Springer, vol. 16(1), pages 189-211, January.
    5. Muhammed N. Islam, 2016. "Does democracy reduce income inequality?," Empirical Economics, Springer, vol. 51(4), pages 1299-1318, December.
    6. Waldenström, Daniel, 2015. "Wealth-Income Ratios in a Small, Late-Industrializing, Welfare-State Economy: Sweden, 1810–2014," IZA Discussion Papers 9408, Institute of Labor Economics (IZA).
    7. Mario Morger & Christoph A. Schaltegger, 2018. "Income tax schedule and redistribution in direct democracies – the Swiss case," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 16(3), pages 413-438, September.
    8. Chris Bidner & Patrick Francois & Francesco Trebbi, 2014. "A Theory of Minimalist Democracy," NBER Working Papers 20552, National Bureau of Economic Research, Inc.
    9. Dmitry Ryvkin & Anastasia Semykina, 2017. "An experimental study of democracy breakdown, income and inequality," Experimental Economics, Springer;Economic Science Association, vol. 20(2), pages 420-447, June.
    10. Afontsev, S., 2017. "Transforming Research Results into Policy Advice: Political Economy Perspective," Journal of the New Economic Association, New Economic Association, vol. 35(3), pages 192-198.
    11. Kotera, Go & Okada, Keisuke, 2015. "How Does Democratization Affect the Composition of Government Expenditure?," MPRA Paper 67085, University Library of Munich, Germany.
    12. Paul Maarek & Renaud Bourlès & Michael T.Dorsch, 2014. "Income Redistribution and the Diversity of Consumer Goods," THEMA Working Papers 2014-21, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
    13. Casper Worm Hansen & Peter Sandholt Jensen & Lars Lønstrup, 2014. "The Fertility Transition in the US: Schooling or Income?," Economics Working Papers 2014-02, Department of Economics and Business Economics, Aarhus University.
    14. Jenkins, Stephen P., 2015. "World income inequality databases: an assessment of WIID and SWIID," LSE Research Online Documents on Economics 62173, London School of Economics and Political Science, LSE Library.
    15. Ebney Ayaj Rana & Mustafa Kamal, 2018. "Does Clientelism Affect Income Inequality? Evidence from Panel Data," Journal of Income Distribution, Ad libros publications inc., vol. 26(1), pages 1-24, March.
    16. Joaquín Serrano & Ivana Benzaquén, 2016. "La Frontera de Posibilidades de Desigualdad en América Latina," CEDLAS, Working Papers 0195, CEDLAS, Universidad Nacional de La Plata.
    17. Bo Hyun Chang & Youngsung Chang & Sun-Bin Kim, 2017. "Pareto Weights in Practice: A Quantitative Analysis Across 32 OECD Countries," LIS Working papers 662, LIS Cross-National Data Center in Luxembourg.
    18. Muhammad Shahbaz & Mita Bhattacharya & Mantu Kumar Mahalik, 2017. "Finance and income inequality in Kazakhstan: evidence since transition with policy suggestions," Applied Economics, Taylor & Francis Journals, vol. 49(52), pages 5337-5351, November.
    19. Gründler, Klaus & Köllner, Sebastian, 2015. "Determinants of governmental redistribution," Discussion Paper Series 132, Julius Maximilian University of Würzburg, Chair of Economic Order and Social Policy.
    20. Dmitry Ryvkin & Anastasia Semykina, 2015. "The chicken or the egg: An experimental study of democracy survival, income, and inequality," Working Papers wp2015_11_01, Department of Economics, Florida State University.
    21. Bumann, Silke & Lensink, Robert, 2016. "Capital account liberalization and income inequality," Journal of International Money and Finance, Elsevier, vol. 61(C), pages 143-162.
    22. Nora Lustig & Daniel Teles, 2016. "Inequality Convergence: How Sensitive are Results to the Choice of Data?," Working Papers 1613, Tulane University, Department of Economics.
    23. Xu, Kun, 2015. "城市水基础设施与地区收入差异分析 [Study On the Relationship Between Water Infrastructure in Urban and Regional Income Difference]," MPRA Paper 71077, University Library of Munich, Germany.
    24. Laura Mayoral & Joan-Maria Esteban, 2015. "A Politico-Economic Model of Public Expenditure and Income Taxation," Working Papers 743, Barcelona School of Economics.
    25. Daron Acemoglu & Suresh Naidu & Pascual Restrepo & James A. Robinson, 2014. "Democracy Does Cause Growth," NBER Working Papers 20004, National Bureau of Economic Research, Inc.
    26. Antonio N. Bojanic & LaPorchia A. Collins, 2021. "Differential effects of decentralization on income inequality: evidence from developed and developing countries," Empirical Economics, Springer, vol. 60(4), pages 1969-2004, April.
    27. Ahsan Kibria & Reza Oladi & Sherzod B. Akhundjanov, 2020. "Foreign direct investment and civil violence in Sub‐Saharan Africa," The World Economy, Wiley Blackwell, vol. 43(4), pages 948-981, April.
    28. Mario Cimoli & Gabriel Porcile & Antonio Martins Neto & Fernando Sossdorf, 2017. "Productivity, social expenditure and income distribution in Latin America," Brazilian Journal of Political Economy, Center of Political Economy, vol. 37(4), pages 660-679.
    29. Sara Torregrosa Hetland, 2015. "Did democracy bring redistribution? Insights from the Spanish tax system, 1960–90," European Review of Economic History, European Historical Economics Society, vol. 19(3), pages 294-315.
    30. Izaskun Zuazu, 2022. "Electoral systems and income inequality: a tale of political equality," Empirical Economics, Springer, vol. 63(2), pages 793-819, August.
    31. Gilles Le Garrec, 2017. "Fairness, social norms and the cultural demand for redistribution," Documents de Travail de l'OFCE 2017-20, Observatoire Francais des Conjonctures Economiques (OFCE).
    32. Angelica Sbardella & Emanuele Pugliese & Luciano Pietronero, 2016. "Economic Development and Inequality: a complex system analysis," Papers 1605.03133, arXiv.org.
    33. Sara Torregrosa Hetland, 2014. "Sticky income inequality in the Spanish transition (1973-1990)," UB School of Economics Working Papers 2014/319, University of Barcelona School of Economics.
    34. Sudip Ranjan Basu, 2017. "Do data show divergence? Revisiting global income inequality trends," MPDD Working Paper Series WP/17/03, United Nations Economic and Social Commission for Asia and the Pacific (ESCAP).
    35. Nedra Baklouti & Younes Boujelbene, 2018. "The Nexus Between Democracy and Economic Growth: Evidence from Dynamic Simultaneous-Equations Models," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 9(3), pages 980-998, September.
    36. Daniel L. Bennett & Boris Nikolaev, 2017. "On the ambiguous economic freedom–inequality relationship," Empirical Economics, Springer, vol. 53(2), pages 717-754, September.
    37. Giuseppe Di Vita, 2023. "The economic impact of legislative complexity and corruption: A cross‐country analysis," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(2), pages 1801-1825, April.
    38. Gilles Le Garrec, 2014. "Fairness, socialization and the cultural deman for redistribution," Documents de Travail de l'OFCE 2014-20, Observatoire Francais des Conjonctures Economiques (OFCE).
    39. Arabela ICHIM & Mihaela NECULITA & Daniela Ancuta SARPE, 2018. "Drivers and consequences of income inequality," Risk in Contemporary Economy, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, pages 208-214.
    40. Dodlova, Marina & Giolbas, Anna, 2015. "Regime Type, Inequality, and Redistributive Transfers in Developing Countries," GIGA Working Papers 273, GIGA German Institute of Global and Area Studies.
    41. Bazoumana Ouattara & Samuel Standaert, 2017. "Inequality And Property Rights, Revisited," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 17/935, Ghent University, Faculty of Economics and Business Administration.
    42. Mahyudin Ahmad, 2017. "Economic Freedom and Income Inequality: Does Political Regime Matter?," Economies, MDPI, vol. 5(2), pages 1-28, June.
    43. Gilles Le Garrec, 2014. "Fairness, socialization and the cultural deman for redistribution," Working Papers hal-03429910, HAL.
    44. Krauss, Alexander, 2015. "The scientific limits of understanding the (potential) relationship between complex social phenomena: the case of democracy and inequality," LSE Research Online Documents on Economics 62633, London School of Economics and Political Science, LSE Library.
    45. Gründler, Klaus & Krieger, Tommy, 2016. "Democracy and growth: Evidence from a machine learning indicator," European Journal of Political Economy, Elsevier, vol. 45(S), pages 85-107.
    46. Bo Hyun Chang & Yongsung Chang & Sun-Bin Kim, 2018. "Pareto Weights in Practice: A Quantitative Analysis of 32 OECD Countries," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 28, pages 181-204, April.
    47. Corneo, Giacomo & Neher, Frank, 2015. "Democratic redistribution and rule of the majority," European Journal of Political Economy, Elsevier, vol. 40(PA), pages 96-109.
    48. Brockmeyer, Anne & Khatrouch, Maha & Raballand, Gael, 2015. "Public sector size and performance management : a case-study of post-revolution Tunisia," Policy Research Working Paper Series 7159, The World Bank.
    49. Marcus André Melo & Armando Barrientos & André Canuto Coelho, 2014. "Taxation, redistribution and the social contract in Brazil," Global Development Institute Working Paper Series iriba_wp11, GDI, The University of Manchester.
    50. Klenio Barbosa & Fernando V. Ferreira, 2019. "Occupy Government: Democracy and the Dynamics of Personnel Decisions and Public Sector Performance," NBER Working Papers 25501, National Bureau of Economic Research, Inc.
    51. Balcazar Salazar,Carlos Felipe, 2015. "Long-run effects of democracy on income inequality : evidence from repeated cross-sections," Policy Research Working Paper Series 7153, The World Bank.
    52. Sylvanus Kwaku Afesorgbor & Renuka Mahadevan, 2016. "The Impact of Economic Sanctions on Income Inequality of Target States," Economics Working Papers 2016-04, Department of Economics and Business Economics, Aarhus University.
    53. Gilles Le Garrec, 2014. "Fairness, socialization and the cultural deman for redistribution," SciencePo Working papers Main hal-03429910, HAL.
    54. Susumu Annaka & Masaaki Higashijima, 2017. "Democratization and Human Development," Working Papers 1712, Waseda University, Faculty of Political Science and Economics.
    55. Ouattara, B. & Standaert, S., 2020. "Property rights revisited," European Journal of Political Economy, Elsevier, vol. 64(C).
    56. Bagatella-Flores, N. & Rodríguez-Achach, M. & Coronel-Brizio, H.F. & Hernández-Montoya, A.R., 2015. "Wealth distribution of simple exchange models coupled with extremal dynamics," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 417(C), pages 168-175.
    57. Marco Cellini, 2015. "(English) Democracy and income inequality: an empirical analysis (Italiano) Democrazia e diseguaglianza, un’analisi empirica," IRPPS Working Papers 72:2015, National Research Council, Institute for Research on Population and Social Policies.
    58. Ryan Murphy, 2015. "The Impact of Economic Inequality on Economic Freedom," Cato Journal, Cato Journal, Cato Institute, vol. 35(1), pages 117-131, Winter.
    59. Daniel L. Bennet, 2016. "Subnational Economic Freedom and Performance in the United States and Canada," Cato Journal, Cato Journal, Cato Institute, vol. 36(1), pages 165-185, Winter.
    60. Dorsch, Michael T. & Maarek, Paul, 2015. "Inefficient predation and political transitions," European Journal of Political Economy, Elsevier, vol. 37(C), pages 37-48.
    61. Najm, Sarah, 2019. "The green paradox and budgetary institutions," Energy Policy, Elsevier, vol. 133(C).
    62. Germana Bottone, 2018. "A tax on robots? Some food for thought," Working Papers wp2018-3, Ministry of Economy and Finance, Department of Finance.
    63. N. Bagatella-Flores & M. Rodriguez-Achach & H. F. Coronel-Brizio & A. R. Hernandez-Montoya, 2014. "Wealth distribution of simple exchange models coupled with extremal dynamics," Papers 1407.7153, arXiv.org.
    64. Nicholas Rohde, 2016. "J-divergence measurements of economic inequality," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 179(3), pages 847-870, June.
    65. Riana Razafimandimby Andrianjaka & Eric Rougier, 2017. "What difference does it make? Revue de littérature et analyse empirique des déterminants de la Trappe à Revenu Intermédiaire," Cahiers du GREThA (2007-2019) 2017-16, Groupe de Recherche en Economie Théorique et Appliquée (GREThA).
    66. Declan French & Frank Kee & Mark O'Doherty, 2016. "Inequality and Regional Variations in Perceptions of Work Disability: Results from the English Longitudinal Study of Ageing," CHaRMS Working Papers 16-04, Centre for HeAlth Research at the Management School (CHaRMS).
    67. Angelica Sbardella & Emanuele Pugliese & Luciano Pietronero, 2017. "Economic development and wage inequality: A complex system analysis," PLOS ONE, Public Library of Science, vol. 12(9), pages 1-26, September.

  31. Daniel Mejia & Pascual Restrepo, 2013. "The Economics of the War on Illegal Drug Production and Trafficking," Documentos CEDE 11935, Universidad de los Andes, Facultad de Economía, CEDE.

    Cited by:

    1. Giacomo Battiston & Gianmarco Daniele & Marco Le Moglie & Paolo Pinotti, 2022. "Fueling Organized Crime: The Mexican War on Drugs and Oil Thefts," BAFFI CAREFIN Working Papers 22171, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    2. Daniel Mejía & Pascual Restrepo & Sandra V. Rozo, 2017. "On the Effects of Enforcement on Illegal Markets: Evidence from a Quasi-Experiment in Colombia," The World Bank Economic Review, World Bank, vol. 31(2), pages 570-594.
    3. Maria Micaela Sviatschi, 2022. "Making a NARCO: Childhood Exposure to Illegal Labor Markets and Criminal Life Paths," Econometrica, Econometric Society, vol. 90(4), pages 1835-1878, July.
    4. Samuel Lordemus & Noemi Kreif & Rodrigo Moreno-Serra, 2021. "Public healthcare financing during counterinsurgency efforts: Evidence from Colombia," HiCN Working Papers 348, Households in Conflict Network.
    5. Iva Trako & Maria Micaela Sviatschi & Guadalupe Kavanaugh, 2018. "Access to Justice, Gender Violence and Children: Evidence from Women’s Justice Centers in Peru," Working Papers 2018-03, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
    6. Vasquez Escallon, Juanita, 2015. "When too much punishment decreases legality. The case of coca-reducing policies in Colombia," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113156, Verein für Socialpolitik / German Economic Association.
    7. Greenfield, Victoria A. & Bond, Craig A. & Crane, Keith, 2017. "A household model of opium-poppy cultivation in Afghanistan," Journal of Policy Modeling, Elsevier, vol. 39(5), pages 741-761.
    8. King Yoong Lim & Diego Morris, 2019. "Modeling the drugs and guns trade in a two-country model with endogenous growth," NBS Discussion Papers in Economics 2019/01, Economics, Nottingham Business School, Nottingham Trent University.
    9. Liu, Xinyan & Bai, Yu & Li, Yanjun & Sun, Yajie, 2024. "Highway havens for hidden horrors: Expressway connections and child trafficking in China," Journal of Economic Behavior & Organization, Elsevier, vol. 228(C).
    10. Maria Micaela Sviatschi, 2018. "Making a Narco: Childhood Exposure to Illegal Labor Markets and Criminal Life Paths," Working Papers sviatschi_making-a-narco_, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
    11. McCully, Brett A., 2024. "Immigrants, legal status, and illegal trade," Journal of International Economics, Elsevier, vol. 152(C).
    12. Juan Pablo Cote, 2019. "The Effect of Interdiction on Coca Cultivation in Colombia," Documentos CEDE 17316, Universidad de los Andes, Facultad de Economía, CEDE.
    13. Hale Utar, 2020. "Firms and Labor in Times of Violence: Evidence from the Mexican Drug War," Documentos de Trabajo 17937, The Latin American and Caribbean Economic Association (LACEA).
    14. Carvajal, Hernán, 2023. "Efectos de la suspensión de las aspersiones aéreas con glifosato sobre la deserción escolar en Colombia," Documentos CEDE 20307, Universidad de los Andes, Facultad de Economía, CEDE.
    15. Diego A. Martin, 2023. "The Impact of a Rise in Expected Income on Child Labor: Evidence From Coca Production in Colombia," CID Working Papers 150a, Center for International Development at Harvard University.
    16. Freylejer, Leandro & Orr, Scott, 2023. "Import substitution in illicit methamphetamine markets," Journal of International Economics, Elsevier, vol. 140(C).
    17. Maria Micaela Sviatschi, 2019. "Making a Narco: Childhood Exposure to Illegal Labor Markets and Criminal Life Paths," Working Papers 2019-28, Princeton University. Economics Department..
    18. Manuel Sánchez-Pérez & María Belén Marín-Carrillo & María Dolores Illescas-Manzano & Zohair Souilim, 2023. "Understanding the illegal drug supply chain structure: a value chain analysis of the supply of hashish to Europe," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-13, December.
    19. Leonardo Raffo López & Javier Andrés Castro & Alexander Díaz España, 2016. "Los efectos globo en los cultivos de coca en la región andina (1990-2009)," Apuntes del Cenes, Universidad Pedagógica y Tecnológica de Colombia, vol. 35(61), pages 207-2036, January.
    20. Camacho, Adriana & Mejía, Daniel, 2017. "The health consequences of aerial spraying illicit crops: The case of Colombia," Journal of Health Economics, Elsevier, vol. 54(C), pages 147-160.
    21. Arias-R., Omar Fdo. & Aza-Jacome, Alfonso, 2014. "From monopsonistic insurgent groups to oligopolistic cocaine traffickers: the market of cocaine in Colombia," MPRA Paper 60000, University Library of Munich, Germany.

  32. Daniel Mejia & Pascual Restrepo, 2011. "The War on Illegal Drugs in Producer and Consumer Countries: A simple analytical framework," Documentos CEDE 7960, Universidad de los Andes, Facultad de Economía, CEDE.

    Cited by:

    1. Daniel Mejía & Mounu Prem & Juan F. Vargas, 2019. "The rise and persistence of illegal crops: Evidence from a naive policy announcement," Documentos de Trabajo 17543, The Latin American and Caribbean Economic Association (LACEA).
    2. Lenin Arango Castillo, 2011. "Tráfico de drogas, políticas de disuasión y violencia en México," Estudios Económicos, El Colegio de México, Centro de Estudios Económicos, vol. 26(2), pages 157-185.
    3. L. Leoncini & F. Rentocchini, 2010. "Counteracting cocaine production. An analysis based on a novel dataset," Working Papers 693, Dipartimento Scienze Economiche, Universita' di Bologna.
    4. Mejia, Daniel & Restrepo, Pascual, 2016. "The economics of the war on illegal drug production and trafficking," Journal of Economic Behavior & Organization, Elsevier, vol. 126(PA), pages 255-275.
    5. Daniel Mejía & Pascual Restrepo, 2008. "The War on Illegal Drug Production and Trafficking: An Economic Evaluation of Plan Colombia," Documentos CEDE 5123, Universidad de los Andes, Facultad de Economía, CEDE.

  33. Daniel Mejía & Pascual Restrepo, 2010. "Crime and Conspicuous Consumption," Documentos CEDE 7716, Universidad de los Andes, Facultad de Economía, CEDE.

    Cited by:

    1. Baumann, Florian & Friehe, Tim, 2013. "Private protection against crime when property value is private information," DICE Discussion Papers 91, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    2. Verdugo-Yepes, Concepción & Pedroni, Peter & Hu, Xingwei, 2015. "Crime and the Economy in Mexican States : Heterogeneous Panel Estimates (1993-2012)," MPRA Paper 64930, University Library of Munich, Germany.
    3. Fethi Klabi, 2020. "To what extent do conspicuous consumption and status consumption reinforce the effect of self-image congruence on emotional brand attachment? Evidence from the Kingdom of Saudi Arabia," Journal of Marketing Analytics, Palgrave Macmillan, vol. 8(2), pages 99-117, June.
    4. Guillermo Alves & Martín Leites & Gonzalo Salas, 2022. "See it to believe it. Experimental evidence on status good consumption among the youth," Documentos de Trabajo (working papers) 22-12, Instituto de Economía - IECON.
    5. Carl Hase & Johannes Kasinger, 2024. "The Pass-through of Retail Crime," Papers 2407.07201, arXiv.org, revised Oct 2024.
    6. Ashby, Nathan J. & Ramos, Miguel A., 2013. "Foreign direct investment and industry response to organized crime: The Mexican case," European Journal of Political Economy, Elsevier, vol. 30(C), pages 80-91.
    7. Hale Utar, 2020. "Firms and Labor in Times of Violence: Evidence from the Mexican Drug War," Documentos de Trabajo 17937, The Latin American and Caribbean Economic Association (LACEA).
    8. Luisa Iachan & François Moreau & Paul Heritage & Leandro Valiati & Eliana Sousa Silva, 2023. "How does urban violence impact choices of cultural participation? The case of the Maré favela complex in Rio de Janeiro," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 47(4), pages 609-641, December.
    9. Rosella Levaggi & Francesco Menoncin, 2016. "Dynamic tax evasion with audits based on visible consumption," Journal of Economics, Springer, vol. 119(2), pages 131-146, October.
    10. Luisa Blanco & Robin Grier & Kevin Grier & Daniel Hicks, 2021. "Household responses to escalating violence in Mexico," Applied Economics Letters, Taylor & Francis Journals, vol. 28(4), pages 315-318, February.
    11. Fe, Hao & Sanfelice, Viviane, 2022. "How bad is crime for business? Evidence from consumer behavior," Journal of Urban Economics, Elsevier, vol. 129(C).
    12. Friedrichsen, Jana, 2018. "Signals Sell: Product Lines when Consumers Differ Both in Taste for Quality and Image Concern," Rationality and Competition Discussion Paper Series 70, CRC TRR 190 Rationality and Competition.
    13. Pengfei Jia & King Yoong Lim & Ali Raza, 2020. "Crime, different taxation, police spending and embodied human capital," Manchester School, University of Manchester, vol. 88(5), pages 664-698, September.
    14. Mitra, Aruni & Mukherji, Ronit, 2024. "Class, Caste and Conspicuous Consumption in India," MPRA Paper 121824, University Library of Munich, Germany.

Articles

  1. Pascual Restrepo, 2024. "Automation: Theory, Evidence, and Outlook," Annual Review of Economics, Annual Reviews, vol. 16(1), pages 1-25, August.
    See citations under working paper version above.
  2. Daron Acemoglu & Gary Anderson & David Beede & Catherine Buffington & Eric Childress & Emin Dinlersoz & Lucia Foster & Nathan Goldschlag & John Haltiwanger & Zachary Kroff & Pascual Restrepo & Nikolas, 2023. "Advanced Technology Adoption: Selection or Causal Effects?," AEA Papers and Proceedings, American Economic Association, vol. 113, pages 210-214, May.

    Cited by:

    1. Oliver Kovacs, 2023. "Industrial Policy and Development: Time for Disciplined Action," Financial and Economic Review, Magyar Nemzeti Bank (Central Bank of Hungary), vol. 22(4), pages 5-30.
    2. Melanie Arntz & Michael J. Bohm & Georg Graetz & Terry Gregory & Florian Lehmer & Cacilia Lipowski, 2025. "Firm-level technology adoption in times of crisis," CEP Discussion Papers dp2093, Centre for Economic Performance, LSE.
    3. Gmyrek,Paweł & Winkler-Seales,Hernan Jorge & Garganta,Santiago, 2024. "Buffer or Bottleneck ? Employment Exposure to Generative AI and the Digital Divide in Latin America," Policy Research Working Paper Series 10863, The World Bank.
    4. Kathryn Bonney & Cory Breaux & Catherine Buffington & Emin Dinlersoz & Lucia Foster & Nathan Goldschlag & John Haltiwanger & Zachary Kroff & Keith Savage, 2024. "Tracking Firm Use of AI in Real Time: A Snapshot from the Business Trends and Outlook Survey," Working Papers 24-16, Center for Economic Studies, U.S. Census Bureau.
    5. Melanie Arntz & Michael Böhm & Georg Graetz & Terry Gregory & Florian Lehmer & Cäcilia Lipowski, 2025. "Firm-Level Technology Adoption in Times of Crisis," CESifo Working Paper Series 11825, CESifo.
    6. Arntz, Melanie & Böhm, Michael Johannes & Graetz, Georg & Gregory, Terry & Lehmer, Florian & Lipowski, Cäcilia, 2025. "Firm-Level Technology Adoption in Times of Crisis," IZA Discussion Papers 17846, Institute of Labor Economics (IZA).
    7. Zhang, Yun & Samaniego, Roberto & Rodrigo, Rodimiro, 2025. "Robots and Inequality Between and Within Occupations," SocArXiv gtbm4_v1, Center for Open Science.

  3. Daron Acemoglu & Pascual Restrepo, 2022. "Demographics and Automation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(1), pages 1-44.
    See citations under working paper version above.
  4. Benjamin Moll & Lukasz Rachel & Pascual Restrepo, 2022. "Uneven Growth: Automation's Impact on Income and Wealth Inequality," Econometrica, Econometric Society, vol. 90(6), pages 2645-2683, November.
    See citations under working paper version above.
  5. Daron Acemoglu & David Autor & Jonathon Hazell & Pascual Restrepo, 2022. "Artificial Intelligence and Jobs: Evidence from Online Vacancies," Journal of Labor Economics, University of Chicago Press, vol. 40(S1), pages 293-340.
    See citations under working paper version above.
  6. Daron Acemoglu & Pascual Restrepo, 2022. "Tasks, Automation, and the Rise in U.S. Wage Inequality," Econometrica, Econometric Society, vol. 90(5), pages 1973-2016, September.
    See citations under working paper version above.
  7. Daron Acemoglu & Claire Lelarge & Pascual Restrepo, 2020. "Competing with Robots: Firm-Level Evidence from France," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 383-388, May.
    See citations under working paper version above.
  8. Daron Acemoglu & Pascual Restrepo, 2020. "Robots and Jobs: Evidence from US Labor Markets," Journal of Political Economy, University of Chicago Press, vol. 128(6), pages 2188-2244.
    See citations under working paper version above.
  9. Juan Camilo Castillo & Daniel Mejía & Pascual Restrepo, 2020. "Scarcity without Leviathan: The Violent Effects of Cocaine Supply Shortages in the Mexican Drug War," The Review of Economics and Statistics, MIT Press, vol. 102(2), pages 269-286, May.
    See citations under working paper version above.
  10. Daron Acemoglu & Pascual Restrepo, 2020. "The wrong kind of AI? Artificial intelligence and the future of labour demand," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 13(1), pages 25-35.
    See citations under working paper version above.
  11. Daron Acemoglu & Andrea Manera & Pascual Restrepo, 2020. "Does the US Tax Code Favor Automation?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 51(1 (Spring), pages 231-300.
    See citations under working paper version above.
  12. Daron Acemoglu & Pascual Restrepo, 2020. "Unpacking Skill Bias: Automation and New Tasks," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 356-361, May.
    See citations under working paper version above.
  13. Daron Acemoglu & Suresh Naidu & Pascual Restrepo & James A. Robinson, 2019. "Democracy Does Cause Growth," Journal of Political Economy, University of Chicago Press, vol. 127(1), pages 47-100.
    See citations under working paper version above.
  14. Daron Acemoglu & Pascual Restrepo, 2019. "Automation and New Tasks: How Technology Displaces and Reinstates Labor," Journal of Economic Perspectives, American Economic Association, vol. 33(2), pages 3-30, Spring.
    See citations under working paper version above.
  15. Daron Acemoglu & Pascual Restrepo, 2018. "The Race between Man and Machine: Implications of Technology for Growth, Factor Shares, and Employment," American Economic Review, American Economic Association, vol. 108(6), pages 1488-1542, June.

    Cited by:

    1. Paolo Martellini & Guido Menzio, 2020. "Jacks of All Trades and Masters of One: Declining Search Frictions and Unequal Growth," Staff Report 613, Federal Reserve Bank of Minneapolis.
    2. Ling, Shixian & Gao, Hongfu & Yuan, Di, 2024. "Catalytic role of the digital economy in fostering corporate green technology innovation: a mechanism for sustainability transformation in China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 278-292.
    3. Comin,Diego A. & Xavier Cirera & Marcio Cruz, 2025. "Technology Sophistication across Establishments," Policy Research Working Paper Series 11051, The World Bank.
    4. Arvai Kai & Mann Katja, 2022. "Consumption Inequality in the Digital Age," Working papers 890, Banque de France.
    5. Naude, Wim, 2019. "The race against the robots and the fallacy of the giant cheesecake: Immediate and imagined impacts of artificial intelligence," MERIT Working Papers 2019-005, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    6. Liang, Peng & Liang, Lin & Tang, Xinhui, 2024. "The impact of digital-oriented mergers and acquisitions on enterprise labor demand," International Review of Financial Analysis, Elsevier, vol. 96(PB).
    7. Sergio Ocampo, 2019. "A task-based theory of occupations with multidimensional heterogeneity," 2019 Meeting Papers 477, Society for Economic Dynamics.
    8. Abeliansky, Ana Lucia & Prettner, Klaus, 2020. "Automation and Demographic Change," GLO Discussion Paper Series 518, Global Labor Organization (GLO).
    9. Manuchehr Irandoust, 2024. "Employment and technology: Creative creation or creative destruction? An asymmetric analysis," Australian Economic Papers, Wiley Blackwell, vol. 63(2), pages 201-219, June.
    10. Ravi Kanbur, 2020. "Inequality in a Global Perspective," Working Papers id:13083, eSocialSciences.
    11. Ilona Pavlenkova & Luca Alfieri & Jaan Masso, 2021. "Effects Of Automation On The Gender Pay Gap: The Case Of Estonia," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 131, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    12. Songul Tolan & Annarosa Pesole & Fernando Martinez-Plumed & Enrique Fernandez-Macias & José Hernandez-Orallo & Emilia Gomez, 2020. "Measuring the Occupational Impact of AI: Tasks, Cognitive Abilities and AI Benchmarks," JRC Working Papers on Labour, Education and Technology 2020-02, Joint Research Centre.
    13. Luca Eduardo Fierro & Alessandro Caiani & Alberto Russo, 2021. "Automation, job polarisation, and structural change," Working Papers 2021/09, Economics Department, Universitat Jaume I, Castellón (Spain).
    14. Ana Lucia Abeliansky & Klaus Prettner, 2021. "Population growth and automation density: theory and cross-country evidence," Department of Economics Working Papers wuwp315, Vienna University of Economics and Business, Department of Economics.
    15. Mircea Popa, 2025. "Modelling policy action using natural language processing: evidence for a long-run increase in policy activism in the UK," Journal of Computational Social Science, Springer, vol. 8(2), pages 1-51, May.
    16. Cordina Rada & Daniele Tavani & Rudiger von Arnim & Luca Zamparelli, 2022. "Classical and Keynesian models of inequality and stagnation," FMM Working Paper 83-2022, IMK at the Hans Boeckler Foundation, Macroeconomic Policy Institute.
    17. Wolf, Martin & Fornaro, Luca, 2021. "Monetary Policy in the Age of Automation," CEPR Discussion Papers 16416, C.E.P.R. Discussion Papers.
    18. Ariell Reshef & Gianluca Santoni, 2022. "Are Your Labor Shares Set in Beijing? The View through the Lens of Global Value Chains," CESifo Working Paper Series 9835, CESifo.
    19. Chaofeng Lyu & Shuxin Deng & Zewei Dai, 2023. "Emissions Trading Systems, Structure Adjustment and Air Pollution Reduction: Evidence from Enterprises in China," Sustainability, MDPI, vol. 15(7), pages 1-20, April.
    20. Uwe Thuemmel, 2023. "Optimal Taxation of Robots," Journal of the European Economic Association, European Economic Association, vol. 21(3), pages 1154-1190.
    21. Benjamin Moll & Lukasz Rachel & Pascual Restrepo, 2021. "Uneven Growth: Automation's Impact on Income and Wealth Inequality," NBER Working Papers 28440, National Bureau of Economic Research, Inc.
    22. Cäcilia Lipowski, 2024. "No Teens, No Tech: How Shortages of Young Workers Hinder Firm Technology Investments," CESifo Working Paper Series 11471, CESifo.
    23. Valerie Cerra, 2022. "A Framework For Inclusive And Sustainable Growth In Asia And The Pacific," Asia-Pacific Sustainable Development Journal, United Nations Economic and Social Commission for Asia and the Pacific (ESCAP), vol. 29(1), pages 17-41, May.
    24. Jacobs, Arthur, 2023. "Capital-augmenting technical change in the context of untapped automation opportunities," Mathematical Social Sciences, Elsevier, vol. 123(C), pages 155-166.
    25. Dennis C. Hutschenreiter & Tommaso Santini & Eugenia Vella, 2022. "Automation and sectoral reallocation," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 13(1), pages 335-362, May.
    26. Montobbio, Fabio & Staccioli, Jacopo & Virgillito, Maria Enrica & Vivarelli, Marco, 2020. "Robots and the Origin of Their Labour-Saving Impact," IZA Discussion Papers 12967, Institute of Labor Economics (IZA).
    27. Eiji Yamamura & Ryohei Hayashi, 2022. "AI, Ageing and Brain-Work Productivity: Technological Change in Professional Japanese Chess," Papers 2204.07888, arXiv.org.
    28. Daron Acemoglu & Andrea Manera & Pascual Restrepo, 2020. "Does the US Tax Code Favor Automation?," NBER Working Papers 27052, National Bureau of Economic Research, Inc.
    29. Andreas Irmen, 2021. "Automation, Growth, and Factor Shares in the Era of Population Aging," CESifo Working Paper Series 9193, CESifo.
    30. David Autor & Caroline Chin & Anna Salomons & Bryan Seegmiller, 2024. "New Frontiers: The Origins and Content of New Work, 1940–2018," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(3), pages 1399-1465.
    31. Daron Acemoglu & David Autor & Jonathon Hazell & Pascual Restrepo, 2020. "AI and Jobs: Evidence from Online Vacancies," Working Papers 279, Princeton University, Department of Economics, Center for Economic Policy Studies..
    32. Maria Petrova & Gregor Schubert & Bledi Taska & Pinar Yildirim, 2025. "Robotization and the Political Response of Politicians," NBER Chapters, in: The Political Economy of Artificial Intelligence, National Bureau of Economic Research, Inc.
    33. Falck, Oliver & Heimisch-Roecker, Alexandra & Wiederhold, Simon, 2021. "Returns to ICT skills," Research Policy, Elsevier, vol. 50(7).
    34. Kindberg-Hanlon,Gene, 2021. "The Technology-Employment Trade-Off : Automation, Industry, and Income Effects," Policy Research Working Paper Series 9529, The World Bank.
    35. Lee, Yong Suk & Iizuka, Toshiaki & Eggleston, Karen, 2025. "Robots and labor in nursing homes," Labour Economics, Elsevier, vol. 92(C).
    36. Josten, Cecily & Lordan, Grace, 2019. "Robots at Work: Automatable and Non Automatable Jobs," IZA Discussion Papers 12520, Institute of Labor Economics (IZA).
    37. Marco Capasso & Michael Spjelkavik Mark, 2021. "The Evolving Economic Employment of ICT Education: The Case of Norway," Sustainability, MDPI, vol. 13(15), pages 1-18, July.
    38. De Loecker, Jan & Obermeier, Tim & Van Reenen, John, 2024. "Firms and inequality," LSE Research Online Documents on Economics 121234, London School of Economics and Political Science, LSE Library.
    39. David Popp & Francesco Vona & Myriam Gregoire-Zawilski & Giovanni Marin, 2022. "The Next Wave of Energy Innovation: Which Technologies? Which Skills?," NBER Working Papers 30343, National Bureau of Economic Research, Inc.
    40. Basso, Henrique S. & Jimeno, Juan F., 2021. "From secular stagnation to robocalypse? Implications of demographic and technological changes," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 833-847.
    41. Zujie Zhang & Ghulam Rasool Madni & Jaweriya Naeem, 2023. "Unleashing the horizons of labor quality, digitalization on upgradation of industrial structure in Asian economies," PLOS ONE, Public Library of Science, vol. 18(7), pages 1-13, July.
    42. Fucheng Liang & Yi Liu, 2024. "Sustainable youth employment quality management: The impact of robotization in China," PLOS ONE, Public Library of Science, vol. 19(4), pages 1-17, April.
    43. Oschinski, Matthias, 2023. "Assessing the Impact of Artificial Intelligence on Germany's Labor Market: Insights from a ChatGPT Analysis," MPRA Paper 118300, University Library of Munich, Germany.
    44. Thomas Gries & Wim Naudé, 2022. "Modelling artificial intelligence in economics," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 56(1), pages 1-13, December.
    45. Desheng Yu & Lihua Yang & Yuping Xu, 2022. "The Impact of the Digital Economy on High-Quality Development: An Analysis Based on the National Big Data Comprehensive Test Area," Sustainability, MDPI, vol. 14(21), pages 1-20, November.
    46. Yang, Cunyi & Gu, Mingrui & Albitar, Khaldoon, 2024. "Government in the digital age: Exploring the impact of digital transformation on governmental efficiency," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
    47. Kyoji Fukao & Cristiano Perugini, 2021. "The Long‐Run Dynamics of the Labor Share in Japan," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 67(2), pages 445-480, June.
    48. Jean-Charles Bricongne & Samuel Delpeuch & Margarita Lopez-Forero, 2023. "Productivity slowdown and tax havens: Where is measured value creation?," Post-Print hal-04171843, HAL.
    49. Ludovic Panon, 2020. "Labor Share, Foreign Demand and Superstar Exporters," SciencePo Working papers Main hal-03386549, HAL.
    50. Claudia Foroni & Francesco Furlanetto, 2022. "Explaining Deviations from Okun’s Law," Working Paper 2022/4, Norges Bank.
    51. Jiancai Pi & Xinyi Liu, 2024. "State capacity, tax evasion, and wage inequality," Australian Economic Papers, Wiley Blackwell, vol. 63(4), pages 594-626, December.
    52. Zhu, Jun & Zhang, Jingting & Feng, Yiqing, 2022. "Hard budget constraints and artificial intelligence technology," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    53. Ngai, Liwa Rachel & Sevinc, Orhun, 2020. "A Multisector Perspective on Wage Stagnation," CEPR Discussion Papers 14855, C.E.P.R. Discussion Papers.
    54. Grybauskas, Andrius & Stefanini, Alessandro & Ghobakhloo, Morteza, 2022. "Social sustainability in the age of digitalization: A systematic literature Review on the social implications of industry 4.0," Technology in Society, Elsevier, vol. 70(C).
    55. Wei Ma & Tingyi Yang, 2024. "Can New Infrastructure Become a New Driving Force for High-Quality Industrial Development in the Yellow River Basin?," Sustainability, MDPI, vol. 16(16), pages 1-19, August.
    56. Caunedo, Julieta & Keller, Elisa & Jaume, David, 2021. "Occupational Exposure to Capital-Embodied Technical Change," CEPR Discussion Papers 15759, C.E.P.R. Discussion Papers.
    57. Derick Almeida & Tiago Neves Sequeira, 2023. "Fertility choices, Demographics and Automation," CeBER Working Papers 2023-05, Centre for Business and Economics Research (CeBER), University of Coimbra.
    58. Enrique Fernandez-Macias & David Klenert & Jose-Ignacio Anton, 2020. "Not so disruptive yet? Characteristics, distribution and determinants of robots in Europe," JRC Working Papers on Labour, Education and Technology 2020-03, Joint Research Centre.
    59. Chun, Hyunbae & Joo, Hailey Hayeon & Kang, Jisoo & Lee, Yoonsoo, 2023. "E-commerce and local labor markets: Is the “Retail Apocalypse” near?," Journal of Urban Economics, Elsevier, vol. 137(C).
    60. Yu, Shule & Zhang, Jun & Yan, Xueling, 2024. "Robots, gender economic opportunities and household adjustment: Evidence from China," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 57-67.
    61. Zhang, Pengqing, 2019. "Automation, wage inequality and implications of a robot tax," International Review of Economics & Finance, Elsevier, vol. 59(C), pages 500-509.
    62. Hagiwara, Takefumi, 2025. "Aging and its macroeconomic consequences: An inverted U-shaped endogenous economic growth," MPRA Paper 124598, University Library of Munich, Germany.
    63. Xing Zhao & Sasa Yang, 2023. "Does Intelligence Improve the Efficiency of Technological Innovation?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(4), pages 3671-3695, December.
    64. Wang, Weilong & Wang, Jianlong & Ye, Huiying & Wu, Haitao, 2024. "Polluted air, smarter factories? China's robot imports shed light on a potential link," Energy Economics, Elsevier, vol. 134(C).
    65. Youssef Benzarti & Jarkko Harju, 2020. "Using Payroll Tax Variation to Unpack the Black Box of Firm-Level Production," NBER Working Papers 26640, National Bureau of Economic Research, Inc.
    66. Koch, Michael & Manuylov, Ilya, 2023. "Measuring the technological bias of robot adoption and its implications for the aggregate labor share," Research Policy, Elsevier, vol. 52(9).
    67. Guillaume Bazot, 2023. "Deregulation and Financial Intermediation Cost: An International Comparison," Post-Print hal-04278928, HAL.
    68. Yan Liu & Qiuju He, 2024. "Digital transformation, external financing, and enterprise resource allocation efficiency," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 45(4), pages 2321-2335, June.
    69. Ezra Oberfield & Devesh Raval, 2014. "Micro Data and Macro Technology," NBER Working Papers 20452, National Bureau of Economic Research, Inc.
    70. Pelin Ozgul & Marie-Christine Fregin & Michael Stops & Simon Janssen & Mark Levels, 2024. "High-skilled Human Workers in Non-Routine Jobs are Susceptible to AI Automation but Wage Benefits Differ between Occupations," Papers 2404.06472, arXiv.org.
    71. Makoto YANO & Yuichi FURUKAWA, 2019. "Economic Black Holes and Labor Singularities in the Presence of Self-replicating Artificial Intelligence," Discussion papers 19062, Research Institute of Economy, Trade and Industry (RIETI).
    72. Gan, Jiawu & Liu, Lihua & Qiao, Gang & Zhang, Qin, 2023. "The role of robot adoption in green innovation: Evidence from China," Economic Modelling, Elsevier, vol. 119(C).
    73. Jin, Minghui & Chen, Yang, 2024. "Has green innovation been improved by intelligent manufacturing?—Evidence from listed Chinese manufacturing enterprises," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
    74. Damioli, Giacomo & Van Roy, Vincent & Vertesy, Daniel & Vivarelli, Marco, 2021. "Will the AI revolution be labour-friendly? Some micro evidence from the supply side," MERIT Working Papers 2021-016, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    75. Jakub Growiec, 2020. "What Will Drive Long-Run Growth in the Digital Age?," KAE Working Papers 2020-054, Warsaw School of Economics, Collegium of Economic Analysis.
    76. Pu, Guifang & Xie, Yanxiang & Wu, Lidong & Wang, Kai, 2024. "Industrial robots and corporate risk-taking value," Finance Research Letters, Elsevier, vol. 70(C).
    77. Joel M. David & Romain Rancière & David Zeke, 2023. "International Diversification, Reallocation, and the Labor Share," NBER Working Papers 31168, National Bureau of Economic Research, Inc.
    78. Chun, Hyunbae & Joo, Hailey Hayeon & Kang, Jisoo & Lee, Yoonsoo, 2020. "Diffusion of E-Commerce and Retail Job Apocalypse: Evidence from Credit Card Data on Online Spending," CEI Working Paper Series 2020-7, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
    79. Milanez Ana, 2020. "Workforce Ageing and Labour Productivity Dynamics," Naše gospodarstvo/Our economy, Sciendo, vol. 66(3), pages 1-13, September.
    80. Lionel Fontagné & Ariell Reshef & Gianluca Santoni & Giulio Vannelli, 2024. "Automation, global value chains and functional specialization," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-04346960, HAL.
    81. Clément Bosquet & Paul Maarek & Elliot Moiteaux, 2021. "Routine-biased technological change and wages by education level: Occupational downgrading and displacement effects," Working Papers hal-03270715, HAL.
    82. Dou, Bin & Guo, SongLin & Chang, XiaoChen & Wang, Yong, 2023. "Corporate digital transformation and labor structure upgrading," International Review of Financial Analysis, Elsevier, vol. 90(C).
    83. Li, Xin & Liu, Zhaoda & Ye, Yongwei, 2024. "Public data and corporate employment: Evidence from the launch of Chinese public data platform," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 124-144.
    84. Akira Yakita, 2022. "Automation, fertility, and labor share in an aging, overlapping generations economy," Economics Bulletin, AccessEcon, vol. 42(2), pages 889-894.
    85. Krenz, Astrid & Strulik, Holger, 2022. "Automation and the fall and rise of the servant economy," University of Göttingen Working Papers in Economics 431, University of Goettingen, Department of Economics.
    86. Ganesh Narkhede & Vishwas Dohale & Yash Mahajan, 2024. "Darker side of industry 4.0 and its impact on triple‐bottom‐line sustainability," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(6), pages 5999-6016, December.
    87. Kuhn, Michael & Prettner, Klaus, 2020. "Rising longevity, increasing the retirement age, and the consequences for knowledge-based long-run growth," GLO Discussion Paper Series 462, Global Labor Organization (GLO).
    88. Adetutu, Morakinyo O. & Ajayi, Victor, 2020. "The impact of domestic and foreign R&D on agricultural productivity in sub-Saharan Africa," World Development, Elsevier, vol. 125(C).
    89. Prettner, Klaus & Strulik, Holger, 2019. "Innovation, Automation, and Inequality: Policy Challenges in the Race against the Machine," GLO Discussion Paper Series 320, Global Labor Organization (GLO).
    90. Ross, Andrew G. & McGregor, Peter G. & Swales, J Kim, 2024. "Labour market dynamics in the era of technological advancements: The system-wide impacts of labour augmenting technological change," Technology in Society, Elsevier, vol. 77(C).
    91. Wenhua Yuan & Weixiao Lu, 2023. "Research on the impact of industrial robot application on the status of countries in manufacturing global value chains," PLOS ONE, Public Library of Science, vol. 18(6), pages 1-19, June.
    92. Gregory, Terry & Salomons, Anna & Zierahn, Ulrich, 2016. "Racing With or Against the Machine? Evidence from Europe," VfS Annual Conference 2016 (Augsburg): Demographic Change 145843, Verein für Socialpolitik / German Economic Association.
    93. Cao, Yuanyuan & Chen, Shaojian & Tang, Heyan, 2025. "Robot adoption and firm export: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 210(C).
    94. Hippolyte d'Albis & Ekrame Boubtane & Dramane Coulibaly, 2021. "Demographic changes and the labor income share," PSE-Ecole d'économie de Paris (Postprint) hal-03038638, HAL.
    95. Damioli, G. & Van Roy, V. & Vertesy, D. & Vivarelli, M., 2021. "May AI revolution be labour-friendly? Some micro evidence from the supply side," GLO Discussion Paper Series 823, Global Labor Organization (GLO).
    96. Richard Baldwin & Toshihiro Okubo, 2024. "Are software automation and teleworker substitutes? Preliminary evidence from Japan," The World Economy, Wiley Blackwell, vol. 47(4), pages 1531-1556, April.
    97. Richiardi, Matteo & Valenzuela, Luis, 2019. "Firm Heterogeneity and the Aggregate Labour Share," INET Oxford Working Papers 2019-08, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford.
    98. Dávila, Andrés O. & Fernandez Sierra, Manuel & Zuleta, Hernando, 2021. "The Natural Resource Boom and the Uneven Fall of the Labor Share," IZA Discussion Papers 14592, Institute of Labor Economics (IZA).
    99. Richiardi, Matteo & Westhoff, Leonie & Astarita, Caterina & Ernst, Ekkehard & Fenwick, Clare & Khabirpour, Neysan & Pelizzari, Lorenzo, 2024. "The impact of a decade of digital transformation on employment, wages, and inequality in the EU: a “conveyor belt†hypothesis," Centre for Microsimulation and Policy Analysis Working Paper Series CEMPA5/24, Centre for Microsimulation and Policy Analysis at the Institute for Social and Economic Research.
    100. Wenbo Zhu, 2022. "Hollowing Out and Slowing Growth: the Role of Process Innovations," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 45, pages 217-236, July.
    101. Anton Korinek & Donghyun Suh, 2024. "Scenarios for the Transition to AGI," Papers 2403.12107, arXiv.org.
    102. Yang Liu & Yanxiang Xie & Kaiyang Zhong, 2024. "Impact of digital economy on urban sustainable development: Evidence from Chinese cities," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(1), pages 307-324, February.
    103. Aakash Kalyani & Nicholas Bloom & Marcela Carvalho & Tarek Alexander Hassan & Josh Lerner & Ahmed Tahoun, 2021. "The Diffusion of New Technologies," NBER Working Papers 28999, National Bureau of Economic Research, Inc.
    104. Alessandro Bellocchi & Giovanni Marin & Giuseppe Travaglini, 2021. "The Great Fall of Labor Share:Micro Determinants for EU Countries Over 2011-2019," Working Papers 2102, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2021.
    105. Linxiong Chen & Changbiao Zhong & Chong Li, 2022. "Research on the Impact of the Digital Economy on China’s New-Type Urbanization: Based on Spatial and Mediation Models," Sustainability, MDPI, vol. 14(22), pages 1-23, November.
    106. Óscar Afonso & Elena Sochirca & Pedro Cunha Neves, 2022. "Robots and Humans: The Role of Fiscal and Monetary Policies in an Endogenous Growth Model," CEF.UP Working Papers 2201, Universidade do Porto, Faculdade de Economia do Porto.
    107. Jiaoning Zhang & Xiaoyu Ma & Jiamin Liu, 2022. "How Can the Digital Economy and Human Capital Improve City Sustainability," Sustainability, MDPI, vol. 14(23), pages 1-18, November.
    108. Wang, Shuo & Wang, Yuzhang & Li, Chengyou, 2024. "AI-driven capital-skill complementarity: Implications for skill premiums and labor mobility," Finance Research Letters, Elsevier, vol. 68(C).
    109. Daron Acemoglu, 2019. "Comment on "Trading Up and the Skill Premium"," NBER Chapters, in: NBER Macroeconomics Annual 2019, volume 34, pages 317-330, National Bureau of Economic Research, Inc.
    110. Zhang, Aili & Zhu, Han & Sun, Xinyu, 2024. "Manufacturing intelligentization and technological innovation: Perspectives on intra-industry impacts and inter-industry technology spillovers," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
    111. Ana L. Abeliansky & Klaus Prettner & Roman Stoellinger, 2023. "Infection Risk at Work, Automatability, and Employment," Department of Economics Working Papers wuwp352, Vienna University of Economics and Business, Department of Economics.
    112. Fonseca, Tiago & Lagdami, Khanssa & Schröder-Hinrichs, Jens-Uwe, 2021. "Assessing innovation in transport: An application of the Technology Adoption (TechAdo) model to Maritime Autonomous Surface Ships (MASS)," Transport Policy, Elsevier, vol. 114(C), pages 182-195.
    113. Karina Doorley & Jan Gromadzki & Piotr Lewandowski & Dora Tuda & Philippe Van Kerm, 2023. "Automation and income inequality in Europe," LISER Working Paper Series 2023-11, Luxembourg Institute of Socio-Economic Research (LISER).
    114. Jessie Jiaxu Wang, 2023. "Workplace Automation and Corporate Liquidity Policy," Finance and Economics Discussion Series 2023-023, Board of Governors of the Federal Reserve System (U.S.).
    115. David E. Bloom & Klaus Prettner & Jamel Saadaoui & Mario Veruete, 2023. "Artificial intelligence and the skill premium," Papers 2311.09255, arXiv.org.
    116. John Gilbert & Onur A. Koska & Reza Oladi, 2021. "Labor-Eliminating Technology, Wage Inequality and Trade Protectionism," Working Papers in Economics 21/04, University of Canterbury, Department of Economics and Finance.
    117. Genz, Sabrina & Schnabel, Claus, 2021. "Digging into the digital divide: Workers' exposure to digitalization and its consequences for individual employment," Discussion Papers 118, Friedrich-Alexander University Erlangen-Nuremberg, Chair of Labour and Regional Economics.
    118. Michele Cantarella & Ilja Kristian Kavonius, 2024. "Job polarisation and household borrowing," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 22(4), pages 959-980, December.
    119. Philippe Aghion & Céline Antonin & Simon Bunel & Xavier Jaravel, 2020. "What Are the Labor and Product Market Effects of Automation? New Evidence from France," Post-Print hal-03384668, HAL.
    120. Dong Liang & Jin Tian, 2024. "The Impact of Digital Transformation on the High-Quality Development of Enterprises: An Exploration Based on Meta-Analysis," Sustainability, MDPI, vol. 16(8), pages 1-18, April.
    121. Finkelstein Shapiro, Alan & Mandelman, Federico S., 2021. "Digital adoption, automation, and labor markets in developing countries," Journal of Development Economics, Elsevier, vol. 151(C).
    122. Martin Labaj & Daniel Dujava, 2019. "Economic growth and convergence during the transition to production using automation capital," Department of Economic Policy Working Paper Series 017, Department of Economic Policy, Faculty of National Economy, University of Economics in Bratislava.
    123. Arntz, Melanie & Ivanov, Boris & Pohlan, Laura, 2022. "Regional structural change and the effects of job loss," ZEW Discussion Papers 22-019, ZEW - Leibniz Centre for European Economic Research.
    124. Ascari, Guido & Fosso, Luca, 2024. "The international dimension of trend inflation," Journal of International Economics, Elsevier, vol. 148(C).
    125. Margarita Lopez-Forero, 2024. "Aggregate Labor Share and Tax Havens: Things are not always what they seem," Working papers 982, Banque de France.
    126. Liu, Yunxin & Cao, Yuqiang & Lu, Meiting & Shan, Yaowen & Xu, Jiangang, 2024. "Automating efficiency: The impact of industrial robots on labor investment in China," Economic Modelling, Elsevier, vol. 140(C).
    127. Peralta, Catarina & Gil, Pedro Mazeda, 2025. "Automation, education, and population: Dynamic effects in an OLG growth and fertility model," Journal of Economic Behavior & Organization, Elsevier, vol. 234(C).
    128. Hideki Nakamura, 2024. "Can displaced workers have a fresh start?," Metroeconomica, Wiley Blackwell, vol. 75(1), pages 83-106, February.
    129. Novella, Rafael & Rosas-Shady, David & Alvarado, Alfredo, 2019. "Are We Nearly There Yet?: New Technology Adoption and Labor Demand in Peru," IDB Publications (Working Papers) 9765, Inter-American Development Bank.
    130. Laura Abrardi & Carlo Cambini & Laura Rondi, 2022. "Artificial intelligence, firms and consumer behavior: A survey," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 969-991, September.
    131. Lan, Sen & Cui, Maosheng, 2024. "Enterprise digital transformation and employment: Spillover effect within supply chains," Finance Research Letters, Elsevier, vol. 67(PB).
    132. Markus Eyting, 2020. "A Random Forest a Day Keeps the Doctor Away," Working Papers 2026, Gutenberg School of Management and Economics, Johannes Gutenberg-Universität Mainz.
    133. Cathles, Alison & Nayyar, Gaurav & Rückert, Désirée, 2020. "Digital technologies and firm performance: Evidence from Europe," EIB Working Papers 2020/06, European Investment Bank (EIB).
    134. Yang Liu & Yanlin Yang & Huihui Li & Kaiyang Zhong, 2022. "Digital Economy Development, Industrial Structure Upgrading and Green Total Factor Productivity: Empirical Evidence from China’s Cities," IJERPH, MDPI, vol. 19(4), pages 1-23, February.
    135. Huang, Zhi & Cheng, Xiang, 2023. "Environmental regulation and rural migrant workers’ job quality: Evidence from China migrants dynamic surveys," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 845-858.
    136. Zhang, Yi & Wang, Ting & Liu, Chun, 2024. "Beyond the modern productivity paradox: The effect of robotics technology on firm-level total factor productivity in China," Journal of Asian Economics, Elsevier, vol. 90(C).
    137. David Hémous & Morten Olsen, 2021. "Directed Technical Change in Labor and Environmental Economics," Annual Review of Economics, Annual Reviews, vol. 13(1), pages 571-597, August.
    138. Growiec, Jakub, 2022. "Automation, Partial And Full," Macroeconomic Dynamics, Cambridge University Press, vol. 26(7), pages 1731-1755, October.
    139. Qiansheng Gong & Xiangyu Wang & Xi Tang, 2023. "How Can the Development of Digital Economy Empower Green Transformation and Upgrading of the Manufacturing Industry?—A Quasi-Natural Experiment Based on the National Big Data Comprehensive Pilot Zone ," Sustainability, MDPI, vol. 15(11), pages 1-19, May.
    140. Lucia Foster & John Haltiwanger & Cody Tuttle, 2022. "Rising Markups or Changing Technology?," Working Papers 22-38, Center for Economic Studies, U.S. Census Bureau.
    141. Cheng, Can & Luo, Jiayu & Zhu, Chun & Zhang, Shangfeng, 2024. "Artificial intelligence and the skill premium: A numerical analysis of theoretical models," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    142. Emilio Gutierrez & David Jaume & Martín Tobal, 2021. "Do Credit Supply Shocks Affect Employment in Middle-Income Countries?," CEDLAS, Working Papers 0277, CEDLAS, Universidad Nacional de La Plata.
    143. Ilan Noy & Shakked Noy, 2022. "The Short-Termism of 'Hard' Economics," CESifo Working Paper Series 10160, CESifo.
    144. Yaroslav Kuzminov & Pavel Sorokin & Isak Froumin, 2019. "Generic and Specific Skills as Components of Human Capital: New Challenges for Education Theory and Practice," Foresight and STI Governance (Foresight-Russia till No. 3/2015), National Research University Higher School of Economics, vol. 13(2), pages 19-41.
    145. Yang, Yang & Xiao, Zheng, 2024. "Examining the interaction effect of digitalization and highly educated employees on ambidextrous innovation in Chinese publicly listed SMEs: A knowledge-based view," Technology in Society, Elsevier, vol. 78(C).
    146. Adugna, Hailu, 2024. "Fintech dividend: How would digital financial services impact income inequality across countries?," Technology in Society, Elsevier, vol. 77(C).
    147. Hamid Etemad, 2024. "Transformative potentials of generative artificial intelligence: Should international entrepreneurial enterprises adopt GEN.AI?," Journal of International Entrepreneurship, Springer, vol. 22(2), pages 141-163, June.
    148. Daniele Angelini, 2023. "Aging Population and Technology Adoption," Working Paper Series of the Department of Economics, University of Konstanz 2023-01, Department of Economics, University of Konstanz.
    149. Roberto Antonietti & Luca Cattani & Francesca Gambarotto & Giulio Pedrini, 2021. "Education, routine, and complexity-biased Knowledge Enabling Technologies: Evidence from Emilia-Romagna, Italy," Discussion Paper series in Regional Science & Economic Geography 2021-07, Gran Sasso Science Institute, Social Sciences, revised May 2021.
    150. Casey O. Barkan, 2024. "Can an increase in productivity cause a decrease in production? Insights from a model economy with AI automation," Papers 2411.15718, arXiv.org.
    151. Thomas Kurer & Nikolas Schöll, 2021. "How Technological Change Affects Regional Electorates," Working Papers 1269, Barcelona School of Economics.
    152. Xiong Zhou & Pengcheng Jiang, 2025. "Does e‐commerce infrastructure increase enterprise productivity? Evidence from China's e‐commerce demonstration city," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 30(2), pages 1758-1784, April.
    153. Fabrizio Leone, 2024. "Multinationals, Robots, and the Labor Share," CESifo Working Paper Series 11396, CESifo.
    154. Xiaoying Zhong & Ruhe Xie & Peng Chen & Kaili Ke, 2021. "Internet Development and Environmental Quality—Evidence from the Development of Chinese Cities," Sustainability, MDPI, vol. 13(20), pages 1-21, October.
    155. Bhalotra, Sonia R. & Fernandez, Manuel & Wang, Fan, 2022. "The Distribution of the Gender Wage Gap : An Equilibrium Model," The Warwick Economics Research Paper Series (TWERPS) 1404, University of Warwick, Department of Economics.
    156. Brice Corgnet & Roberto Hernán-Gonzalez & Ricardo Mateo, 2019. "Rac(g)e Against the Machine? Social Incentives When Humans Meet Robots," Working Papers halshs-01994021, HAL.
    157. Arthur Jacobs, 2023. "Capitalist-Worker Wealth Distribution in a Task-Based Model of Automation," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 23/1064, Ghent University, Faculty of Economics and Business Administration.
    158. Matthias Kehrig & Nicolas Vincent, 2018. "The Micro-Level Anatomy of the Labor Share Decline," NBER Working Papers 25275, National Bureau of Economic Research, Inc.
    159. Kraft, Kornelius & Lammers, Alexander, 2021. "Bargaining Power and the Labor Share - a Structural Break Approach," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242342, Verein für Socialpolitik / German Economic Association.
    160. Ghaemi Asl, Mahdi & Ben Jabeur, Sami & Nammouri, Hela & Bel Hadj Miled, Kamel, 2024. "Dynamic connectedness of quantum computing, artificial intelligence, and big data stocks on renewable and sustainable energy," Energy Economics, Elsevier, vol. 140(C).
    161. Stefan Jestl, 2022. "Industrial Robots, and Information and Communication Technology: The Employment Effects in EU Labour Markets," wiiw Working Papers 215, The Vienna Institute for International Economic Studies, wiiw.
    162. Shahzad, Farrukh & Ahmad, Munir & Irfan, Muhammad & Wang, Zhenkun & Fareed, Zeeshan, 2024. "Analyzing the influence of smart and digital manufacturing on cost stickiness: A study of U.S. manufacturing firms," International Review of Economics & Finance, Elsevier, vol. 95(C).
    163. Li, Zhensheng & Zhu, Junpeng & Wang, Shuqiong, 2024. "Environmental regulation, intelligent manufacturing and corporate investment & financing: Evidence from industrial robot investment," Pacific-Basin Finance Journal, Elsevier, vol. 87(C).
    164. Mabel Sánchez Barrioluengo, 2019. "Job Composition and Its Effect on UK Firms in the Digital Era," SPRU Working Paper Series 2019-24, SPRU - Science Policy Research Unit, University of Sussex Business School.
    165. Zhu, Yongyi & Yu, Di, 2024. "Digital transformation and firms’ bargaining power: Evidence from China," Journal of Business Research, Elsevier, vol. 183(C).
    166. Fanar Shwedeh & Ahmad Aburayya & Raghad Alfaisal & Ayotunde Adetola Adelaja & Gbemisola Ogbolu & Abid Aldhuhoori & Said Salloum, 2022. "SMEs’ Innovativeness and Technology Adoption as Downsizing Strategies during COVID-19: The Moderating Role of Financial Sustainability in the Tourism Industry Using Structural Equation Modelling," Sustainability, MDPI, vol. 14(23), pages 1-18, December.
    167. Ichiro Muto & Fumitaka Nakamura & Makoto Nirei, 2024. "Digitalization, Entrepreneurship, and Wealth Inequality," IMES Discussion Paper Series 24-E-01, Institute for Monetary and Economic Studies, Bank of Japan.
    168. Hernando Zuleta & Daniel Gamboa, 2019. "Factor reallocation and growth: what if there are labor saving innovations?," Documentos CEDE 17199, Universidad de los Andes, Facultad de Economía, CEDE.
    169. Faia, Ester & Laffitte, Sebastien & Mayer, Maximilian & Ottaviano, Gianmarco I. P., 2020. "Automation, globalization and vanishing jobs: a labor market sorting view," LSE Research Online Documents on Economics 108458, London School of Economics and Political Science, LSE Library.
    170. Maarek, Paul & Moiteaux, Elliot, 2021. "Polarization, employment and the minimum wage: Evidence from European local labor markets," Labour Economics, Elsevier, vol. 73(C).
    171. Robert C. Allen, 2021. "The Interplay among Wages, Technology, and Globalization: The Labour Market and Inequality, 1620-2020," Working Papers 20210065, New York University Abu Dhabi, Department of Social Science, revised Jun 2021.
    172. Cao, Yuqiang & Hu, Yong & Liu, Qian & Lu, Meiting & Shan, Yaowen, 2023. "Job creation or disruption? Unraveling the effects of smart city construction on corporate employment in China," Technological Forecasting and Social Change, Elsevier, vol. 195(C).
    173. Egana-delSol, Pablo & Bustelo, Monserrat & Ripani, Laura & Soler, Nicolas & Viollaz, Mariana, 2022. "Automation in Latin America: Are Women at Higher Risk of Losing Their Jobs?," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    174. Francesco Carbonero & Jeremy Davies & Ekkehard Ernst & Frank M. Fossen & Daniel Samaan & Alina Sorgner, 2023. "The impact of artificial intelligence on labor markets in developing countries: a new method with an illustration for Lao PDR and urban Viet Nam," Journal of Evolutionary Economics, Springer, vol. 33(3), pages 707-736, July.
    175. Antonietti, Roberto & Burlina, Chiara & Rodriguez-Pose, Andres, 2025. "Digital technology and regional income inequality: are better institutions the solution?," LSE Research Online Documents on Economics 127062, London School of Economics and Political Science, LSE Library.
    176. Hamid Firooz & Zheng Liu & Yajie Wang, 2022. "Automation, Market Concentration, and the Labor Share," Working Paper Series 2022-05, Federal Reserve Bank of San Francisco.
    177. Huang, Siyu & Shi, Yi & Chen, Qinghua & Li, Xiaomeng, 2022. "The growth path of high-tech industries: Statistical laws and evolution demands," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 603(C).
    178. Claudia Fontanari & Antonella Palumbo, 2022. "Permanent Scars:The Effects of Wages on Productivity," Working Papers Series inetwp187, Institute for New Economic Thinking.
    179. Tursunbayeva, Aizhan & Chalutz-Ben Gal, Hila, 2024. "Adoption of artificial intelligence: A TOP framework-based checklist for digital leaders," Business Horizons, Elsevier, vol. 67(4), pages 357-368.
    180. Kausik, B.N., 2023. "Long Tails, Automation and Labor," MPRA Paper 117996, University Library of Munich, Germany.
    181. Andrea Gentili & Fabiano Compagnucci & Mauro Gallegati & Enzo Valentini, 2020. "Are machines stealing our jobs?," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 13(1), pages 153-173.
    182. Deng, Yue & Feng, Aiya & Hu, Dezhuang, 2025. "Gender earnings gap in Chinese firms: Can it be narrowed by industrial robots?," China Economic Review, Elsevier, vol. 89(C).
    183. Deng, Liuchun & Müller, Steffen & Plümpe, Verena & Stegmaier, Jens, 2023. "Robots, occupations, and worker age: A production-unit analysis of employment," IWH Discussion Papers 5/2023, Halle Institute for Economic Research (IWH).
    184. Fu, Tong & Qiu, Zhaoxuan & Yang, Xiangyang & Li, Zijun, 2024. "The impact of artificial intelligence on green technology cycles in China," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    185. Has van Vlokhoven, 2024. "Estimating the Cost of Capital and the Profit Share," The Economic Journal, Royal Economic Society, vol. 134(661), pages 2175-2206.
    186. Li, defu & Bental, Benjamin, 2023. "Why is technical change purely labor-augmenting and skill biased in the 20th century?," MPRA Paper 119047, University Library of Munich, Germany.
    187. Victor Manuel Bennett, 2020. "Changes in persistence of performance over time," Strategic Management Journal, Wiley Blackwell, vol. 41(10), pages 1745-1769, October.
    188. Penglong Li & Xuan Ye, 2024. "Research on the promotion effect and mechanisms of digital empowerment of food enterprises," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 70(2), pages 60-72.
    189. Lang, Valentin, 2024. "The distributional effects of place-based policies in the EU," ZEW Discussion Papers 24-039, ZEW - Leibniz Centre for European Economic Research.
    190. Xiaoyu Bian & Guangsu Zhou, 2024. "The effects of robots on internal migration: Evidence from China," Journal of Regional Science, Wiley Blackwell, vol. 64(3), pages 840-865, June.
    191. Fossen, Frank M. & McLemore, Trevor & Sorgner, Alina, 2024. "Artificial Intelligence and Entrepreneurship," IZA Discussion Papers 17055, Institute of Labor Economics (IZA).
    192. Duan, Dingyun & Chen, Shaojian & Feng, Zongxian & Li, Jun, 2023. "Industrial robots and firm productivity," Structural Change and Economic Dynamics, Elsevier, vol. 67(C), pages 388-406.
    193. Paulie, Charlotte, 2021. "Labor-share dynamics -The role of import competition," Working Paper Series 2021:13, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    194. Xiang Deng & Meng Guo & Yuyan Liu, 2023. "Digital economy development and the urban-rural income gap: Evidence from Chinese cities," PLOS ONE, Public Library of Science, vol. 18(2), pages 1-25, February.
    195. Jun Liu & Xin Jiang & Mengxue Shi & Yuning Yang, 2024. "Impact of Artificial Intelligence on Manufacturing Industry Global Value Chain Position," Sustainability, MDPI, vol. 16(3), pages 1-17, February.
    196. von Maydell, Richard, 2024. "Artificial Intelligence and its Effect on Competition and Factor Income Shares," VfS Annual Conference 2023 (Regensburg): Growth and the "sociale Frage" 277654, Verein für Socialpolitik / German Economic Association, revised 2024.
    197. Jakob Madsen & Holger Strulik, 2023. "Testing unified growth theory: Technological progress and the child quantity‐quality tradeoff," Quantitative Economics, Econometric Society, vol. 14(1), pages 235-275, January.
    198. Liu, Changqing & Li, Lei, 2021. "Place-based techno-industrial policy and innovation: Government responses to the information revolution in China," China Economic Review, Elsevier, vol. 66(C).
    199. Siliang Tong & Nan Jia & Xueming Luo & Zheng Fang, 2021. "The Janus face of artificial intelligence feedback: Deployment versus disclosure effects on employee performance," Strategic Management Journal, Wiley Blackwell, vol. 42(9), pages 1600-1631, September.
    200. Brunow, Stephan & Lösch, Stefanie & Okhrin, Ostap, 2022. "Labor market tightness and individual wage growth: evidence from Germany," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 56, pages 1-16.
    201. Lihua Zhang & Tian Gan & Jiachen Fan, 2023. "Do industrial robots affect the labour market? Evidence from China," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 31(3), pages 787-817, July.
    202. Michael R. Douglas & Sergiy Verstyuk, 2025. "Progress in Artificial Intelligence and its Determinants," Papers 2501.17894, arXiv.org.
    203. Sagarika Mishra & Michael T. Ewing & Holly B. Cooper, 2022. "Artificial intelligence focus and firm performance," Journal of the Academy of Marketing Science, Springer, vol. 50(6), pages 1176-1197, November.
    204. Huajie Jiang & Qiguo Gong, 2022. "Does Skill Polarization Affect Wage Polarization? U.S. Evidence 2009–2021," Sustainability, MDPI, vol. 14(21), pages 1-17, October.
    205. Guillermo Arenas Díaz & Alex J. Guerrero & Joost Heijs, 2024. "The effects of product and process innovation on employment: a meta-regression analysis," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 14(1), pages 35-68, March.
    206. Deng Liuchun & Plümpe Verena & Stegmaier Jens, 2024. "Robot Adoption at German Plants," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 244(3), pages 201-235, June.
    207. Hansak, Alexander, 2024. "Quantifying the Effects of Basic Income Programs in the Presence of Automation," VfS Annual Conference 2024 (Berlin): Upcoming Labor Market Challenges 302372, Verein für Socialpolitik / German Economic Association.
    208. Prettner, Klaus, 2023. "Stagnant Wages in the Face of Rising Labor Productivity: The Potential Role of Industrial Robots," Department of Economics Working Paper Series 354, WU Vienna University of Economics and Business.
    209. Bastani, Spencer & Karlsson, Kristina & Kolsrud, Jonas & Waldenström, Daniel, 2024. "The Capital Advantage: Comparing Returns to Ability in the Labor and Capital Markets," Working Papers in Economics and Statistics 1/2024, Linnaeus University, School of Business and Economics, Department of Economics and Statistics.
    210. Zhou, Wei & Zhuang, Yan & Chen, Yan, 2024. "How does artificial intelligence affect pollutant emissions by improving energy efficiency and developing green technology," Energy Economics, Elsevier, vol. 131(C).
    211. Ziyu Liu & Yanlin Yang, 2020. "Impact of Development Zone Construction on Labor Share in China," Sustainability, MDPI, vol. 12(9), pages 1-22, May.
    212. Joseph Han, 2022. "College Majors in Limited Supply: The Case of Private Universities in Korea," Korean Economic Review, Korean Economic Association, vol. 38, pages 381-414.
    213. Stefania Albanesi & António Dias da Silva & Juan F. Jimeno & Ana Lamo & Alena Wabitsch, 2023. "New Technologies and Jobs in Europe," NBER Working Papers 31357, National Bureau of Economic Research, Inc.
    214. Kónya, István & Oblath, Gábor & Krekó, Judit, 2021. "A bérhányad alakulása Magyarországon és Európában [The labour share in Hungary and Europe]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(10), pages 1021-1054.
    215. Montobbio, Fabio & Staccioli, Jacopo & Maria Enrica Virgillito & Vivarelli, Marco, 2021. "Labour-saving automation and occupational exposure: A text-similarity measure," MERIT Working Papers 2021-044, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    216. Ryosuke Shimizu & Shohei Momoda, 2020. "Does Automation Technology increase Wage?," KIER Working Papers 1039, Kyoto University, Institute of Economic Research.
    217. Chia‐Hui Lu, 2023. "The macroeconomic impact of automation: Applications to elderly care," Contemporary Economic Policy, Western Economic Association International, vol. 41(4), pages 674-695, October.
    218. Boldrin, Michele & Levine, David K. & Wang, Yong & Zhu, Lijun, 2024. "A theory of the dynamics of factor shares," Journal of Monetary Economics, Elsevier, vol. 148(C).
    219. Kristina McElheran & Mu-Jeung Yang & Zachary Kroff & Erik Brynjolfsson, 2025. "The Rise of Industrial AI in America: Microfoundations of the Productivity J-curve(s)," Working Papers 25-27, Center for Economic Studies, U.S. Census Bureau.
    220. Marjit, Sugata & Das, Gouranga G. & Yang, Lei, 2025. "The role of finance in production and international trade," The North American Journal of Economics and Finance, Elsevier, vol. 75(PA).
    221. Zhiqiang Zhou & Wenyan Liu & Pengfei Cheng & Zhenjin Li, 2022. "The Impact of the Digital Economy on Enterprise Sustainable Development and Its Spatial-Temporal Evolution: An Empirical Analysis Based on Urban Panel Data in China," Sustainability, MDPI, vol. 14(19), pages 1-23, September.
    222. Damian Grimshaw & Marcela Miozzo, 2021. "Human Capital and productivity: a call for new interdisciplinary research," Working Papers 006, The Productivity Institute.
    223. Oscar Afonso & Tiago Sequeira & Derick Almeida, 2023. "Technological knowledge and wages: from skill premium to wage polarization," Journal of Economics, Springer, vol. 140(2), pages 93-119, October.
    224. Galle, Simon & Lorentzen, Linnea, 2024. "The unequal effects of trade and automation across local labor markets," Journal of International Economics, Elsevier, vol. 150(C).
    225. Dosi, G. & Pereira, M.C. & Roventini, A. & Virgillito, M.E., 2022. "Technological paradigms, labour creation and destruction in a multi-sector agent-based model," Research Policy, Elsevier, vol. 51(10).
    226. Lipowski, Cäcilia & Salomons, Anna & Zierahn-Weilage, Ulrich, 2024. "Expertise at work: New technologies, new skills, and worker impacts," ZEW Discussion Papers 24-044, ZEW - Leibniz Centre for European Economic Research.
    227. Baek, Seungjin & Jeong, Deokjae, 2023. "Factors Influencing Labor Share: Automation, Task Innovation, and Elasticity of Substitution," MPRA Paper 118730, University Library of Munich, Germany.
    228. Antea Barišić & Mahdi Ghodsi & Robert Stehrer, 2024. "Assessing the Impact of New Technologies on Wages and Labour Income Shares," wiiw Working Papers 240, The Vienna Institute for International Economic Studies, wiiw.
    229. Marczak, Martyna & Beissinger, Thomas & Brall, Franziska, 2022. "Technical change, task allocation, and labor unions," Hohenheim Discussion Papers in Business, Economics and Social Sciences 05-2022, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    230. Drago Bergholt & Francesco Furlanetto & Nicolò Maffei-Faccioli, 2022. "The Decline of the Labor Share: New Empirical Evidence," American Economic Journal: Macroeconomics, American Economic Association, vol. 14(3), pages 163-198, July.
    231. Engberg, Erik & Görg, Holger & Lodefalk, Magnus & Javed, Farrukh & Längkvist, Martin & Monteiro, Natália Pimenta & Kyvik Nordås, Hildegunn & Pulito, Giuseppe & Schroeder, Sarah & Tang, Aili, 2024. "AI Unboxed and Jobs: A Novel Measure and Firm-Level Evidence from Three Countries," IZA Discussion Papers 16717, Institute of Labor Economics (IZA).
    232. Luo, Kang & Lee, Chien-Chiang & Zeng, Mingli & Hu, Weihui, 2024. "How does the development of digital economy in central cities promote the coordinated development of regions? Evidence from 19 urban agglomerations in China," Technology in Society, Elsevier, vol. 78(C).
    233. Peng Liang & Xinhui Sun, 2024. "Does digital transformation promote the green innovation of China’s listed companies?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(9), pages 22199-22235, September.
    234. Yang, Xiuyun & Li, Min & Liang, Shanshan, 2024. "How consumers’ digital engagement affects regional innovation capacity in China?," Economic Modelling, Elsevier, vol. 139(C).
    235. Acemoglu, Daron & Restrepo, Pascual, 2019. "The Wrong Kind of AI? Artificial Intelligence and the Future of Labor Demand," CEPR Discussion Papers 14223, C.E.P.R. Discussion Papers.
    236. Rajssa Mechelli & Andrea Colciago, 2020. "Competition and Inequality," Economics Series Working Papers 914, University of Oxford, Department of Economics.
    237. Mohamed Ali Marouani & Michelle Marshalian, 2020. "Winners and losers in industrial policy 2.0," WIDER Working Paper Series wp-2020-21, World Institute for Development Economic Research (UNU-WIDER).
    238. Fulian Li & Wuwei Zhang, 2023. "Research on the Effect of Digital Economy on Agricultural Labor Force Employment and Its Relationship Using SEM and fsQCA Methods," Agriculture, MDPI, vol. 13(3), pages 1-17, February.
    239. Naohisa Hirakata & Yasutaka Koike, 2018. "The Labor Share, Capital-Labor Substitution, and Factor Augmenting Technologies," Bank of Japan Working Paper Series 18-E-20, Bank of Japan.
    240. Gorny, Paul M. & Woodard, Ritchie C., 2020. "Don't Fear the Robots: Automatability and Job Satisfaction," MPRA Paper 103424, University Library of Munich, Germany.
    241. Neumann, Uwe & Schmidt, Christoph M., 2024. "The dynamics of household location preferences in Germany," Ruhr Economic Papers 1126, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    242. Guoge Yang & Feng Deng & Fengyi Wang & Zhenyu Mao & Xingsheng Wu & Fengyu Zhang, 2024. "Digital economy, resource distortion and low-carbon inclusive development-Evidence from the perspectives of a threshold effect and knowledge spillover effect," PLOS ONE, Public Library of Science, vol. 19(7), pages 1-32, July.
    243. Federico Riccio & Jacopo Staccioli & Maria Enrica Virgillito, 2025. "European regional employment and exposure to labour-saving technical change: results from a direct text similarity measure," LEM Papers Series 2025/19, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    244. Acemoglu, Daron & Autor, David & Hazell, Jonathon & Restrepo, Pascual, 2022. "Artificial intelligence and jobs: evidence from online vacancies," LSE Research Online Documents on Economics 113325, London School of Economics and Political Science, LSE Library.
    245. Zhou, Zhongsheng & Li, Zhuo & Du, Shanzhong & Cao, June, 2024. "Robot adoption and enterprise R&D manipulation: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    246. Paola Tubaro & Antonio A. Casilli & Marion Coville, 2020. "The trainer, the verifier, the imitator: Three ways in which human platform workers support artificial intelligence," Post-Print hal-02554196, HAL.
    247. Du, Junhong & He, Jiajia & Yang, Jing & Chen, Xiaohong, 2024. "How industrial robots affect labor income share in task model: Evidence from Chinese A-share listed companies," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
    248. Jia, Nan & Yan, Xueling & Yu, Shule, 2024. "Does increasing robot density exacerbate wealth inequality?," Journal of Asian Economics, Elsevier, vol. 95(C).
    249. José L. Torres & Pablo Casas, 2020. "Automation, Automatic Capital Returns, and the Functional Income Distribution," Working Papers 2020-02, Universidad de Málaga, Department of Economic Theory, Málaga Economic Theory Research Center.
    250. Daniel Susskind, 2019. "Re-thinking the capabilities of technology in economics," Economics Bulletin, AccessEcon, vol. 39(1), pages 280-288.
    251. Massimiliano Nuccio & Marco Guerzoni & Riccardo Cappelli & Aldo Geuna, 2020. "Industrial pattern and robot adoption in European regions," Working Papers 03, Venice School of Management - Department of Management, Università Ca' Foscari Venezia.
    252. Liu Fengqin & Kumar Jai & Sun Huaping & Edziah Bless Kofi, 2025. "Harnessing the Digital Economy for Sustainable Energy Efficiency: An Empirical Analysis of China’s Yangtze River Delta," Economics - The Open-Access, Open-Assessment Journal, De Gruyter, vol. 19(1), pages 1-15.
    253. Wang, Fei & Xia, Junjie & Xu, Jiajun, 2020. "To upgrade or to relocate? Explaining heterogeneous responses of Chinese light manufacturing firms to rising labor costs," China Economic Review, Elsevier, vol. 60(C).
    254. Gonzalez, Alejandro, 2024. "Bargaining power, demand growth and the decline of the labor share," OSF Preprints 78kad, Center for Open Science.
    255. Shuai Wang & Xin Huang & Mengyue Xia & Xing Shi, 2024. "Does Artificial Intelligence Promote Firms’ Innovation Efficiency: Evidence from the Robot Application," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 16373-16394, December.
    256. Ma, Li & Li, Xiumin & Pan, Yu, 2024. "Employee allocation efficiency in the context of the digital economy: Evidence from “Broadband China” demonstration cities," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 735-752.
    257. Baum, Christopher F. & Lööf, Hans & Stephan, Andreas & Zimmermann, Klaus F., 2020. "Occupational Sorting and Wage Gaps of Refugees," GLO Discussion Paper Series 562, Global Labor Organization (GLO).
    258. Corgnet, Brice & Hernán-González, Roberto & Mateo, Ricardo, 2023. "Peer effects in an automated world," Labour Economics, Elsevier, vol. 85(C).
    259. Stehrer, Robert, 2024. "The impact of ICT and intangible capital accumulation on employment growth and labour income shares," Structural Change and Economic Dynamics, Elsevier, vol. 70(C), pages 211-220.
    260. Rademakers Emilie & Zierahn-Weilage Ulrich, 2024. "New Technologies: End of Work or Structural Change?," The Economists' Voice, De Gruyter, vol. 21(2), pages 335-344.
    261. Corrales‑Herrero, Helena & Rodriguez-Prado, Beatriz, 2022. "Mapping the Occupations of Recent Graduates. The Role of Academic Background in the Digital Era," MPRA Paper 123226, University Library of Munich, Germany, revised 06 Aug 2024.
    262. Yuki, Kazuhiro, 2021. "Mechanization, Task Assignment, and Inequality," MPRA Paper 107760, University Library of Munich, Germany.
    263. Kym Anderson & Sundar Ponnusamy, 2018. "Structural transformation to manufacturing and services: what role for trade?," Departmental Working Papers 2018-26, The Australian National University, Arndt-Corden Department of Economics.
    264. Kuriakose, Francis & Kylasam Iyer, Deepa, 2018. "Job Polarisation in India: Structural Causes and Policy Implications," MPRA Paper 96802, University Library of Munich, Germany.
    265. Grimm, Felix & Gathmann, Christina, 2022. "The Diffusion of Digital Technologies and its Consequences in the Labor Market," VfS Annual Conference 2022 (Basel): Big Data in Economics 264087, Verein für Socialpolitik / German Economic Association.
    266. Wang, Yong & Zhao, Wenhao & Ma, Xuejiao, 2024. "The spatial spillover impact of artificial intelligence on energy efficiency: Empirical evidence from 278 Chinese cities," Energy, Elsevier, vol. 312(C).
    267. Arntz, Melanie & Gregory, Terry & Zierahn-Weilage, Ulrich, 2019. "Digitalization and the Future of Work: Macroeconomic Consequences," IZA Discussion Papers 12428, Institute of Labor Economics (IZA).
    268. Chu, Angus C. & Cozzi, Guido & Furukawa, Yuichi & Liao, Chih-Hsing, 2023. "Should the government subsidize innovation or automation?," Macroeconomic Dynamics, Cambridge University Press, vol. 27(4), pages 1059-1088, June.
    269. Luís Guimarães & Pedro Mazeda Gil, 2019. "Explaining the labor share: automation vs labor market institutions," CEF.UP Working Papers 1901, Universidade do Porto, Faculdade de Economia do Porto.
    270. Archanskaia, Liza & Van Biesebroeck, Johannes & Willmann, Gerald, 2020. "Comparative advantage in (non-)routine production," Kiel Working Papers 2154, Kiel Institute for the World Economy (IfW Kiel).
    271. Christopher F. Baum & Hans Lööf & Andreas Stephan & Klaus F. Zimmermann, 2018. "Estimating the wage premia of refugee immigrants: Lessons from Sweden," Boston College Working Papers in Economics 963, Boston College Department of Economics, revised 29 May 2024.
    272. Davide Dottori, 2020. "Robots and employment: evidence from Italy," Questioni di Economia e Finanza (Occasional Papers) 572, Bank of Italy, Economic Research and International Relations Area.
    273. Sezer, Ayse Hazal & Uras, Burak, 2024. "Firms and Unions," Other publications TiSEM 81a58c37-dd82-442d-aab1-b, Tilburg University, School of Economics and Management.
    274. Wang, Linhui & Cao, Zhanglu & Dong, Zhiqing, 2023. "Are artificial intelligence dividends evenly distributed between profits and wages? Evidence from the private enterprise survey data in China," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 342-356.
    275. Yoon, Chungeun, 2023. "Technology adoption and jobs: The effects of self-service kiosks in restaurants on labor outcomes," Technology in Society, Elsevier, vol. 74(C).
    276. Shahbaz, Muhammad & Nasir, Muhammad Ali & Hille, Erik & Mahalik, Mantu Kumar, 2020. "UK's net-zero carbon emissions target: Investigating the potential role of economic growth, financial development, and R&D expenditures based on historical data (1870–2017)," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    277. Talla Fokam, Dieu Ne Dort & Kamga, Benjamin Fomba & Nchofoung, Tii N., 2023. "Information and communication technologies and employment in developing countries: Effects and transmission channels," Telecommunications Policy, Elsevier, vol. 47(8).
    278. Yuefeng Xie & Luman Zhao & Yabin Zhang & Zhenguo Wang, 2025. "How Do Robot Applications Affect Corporate Sustainability?—An Analysis Based on Environmental, Social, and Governance Performance," Sustainability, MDPI, vol. 17(5), pages 1-29, February.
    279. Piyush Gulati & Arianna Marchetti & Phanish Puranam & Victoria Sevcenko, 2025. "Generative AI Adoption and Higher Order Skills," Papers 2503.09212, arXiv.org, revised Jun 2025.
    280. Akaev, Askar & Devezas, Tessaleno & Ichkitidze, Yuri & Sarygulov, Askar, 2021. "Forecasting the labor intensity and labor income share for G7 countries in the digital age," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    281. Jiang, Hong & Wang, Xue & Liu, Chongguang, 2024. "Automated machines and the labor wage gap," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
    282. Jakub Growiec, 2019. "The Hardware-Software Model: A New Conceptual Framework of Production, R&D, and Growth with AI," KAE Working Papers 2019-042, Warsaw School of Economics, Collegium of Economic Analysis.
    283. Cristiano CODAGNONE & Giovanni LIVA & Egidijus BARCEVICIUS & Gianluca MISURACA & Luka KLIMAVICIUTE & Michele BENEDETTI & Irene VANINI & Giancarlo VECCHI & Emily RYEN GLOINSON & Katherine STEWART & Sti, 2020. "Assessing the impacts of digital government transformation in the EU: Conceptual framework and empirical case studies," JRC Research Reports JRC120865, Joint Research Centre.
    284. Enrico Maria Fenoaltea & Dario Mazzilli & Aurelio Patelli & Angelica Sbardella & Andrea Tacchella & Andrea Zaccaria & Marco Trombetti & Luciano Pietronero, 2024. "Follow the money: a startup-based measure of AI exposure across occupations, industries and regions," Papers 2412.04924, arXiv.org, revised Dec 2024.
    285. Jiaqi Chang & Qingxin Lan & Wan Tang & Hailong Chen & Jun Liu & Yunpeng Duan, 2023. "Research on the Impact of Digital Economy on Manufacturing Total Factor Productivity," Sustainability, MDPI, vol. 15(7), pages 1-21, March.
    286. Hongbo Fu & Rajah Rasiah, 2024. "Fostering Inclusive Green Growth in Chinese Cities: Investigating the Role of Artificial Intelligence," Sustainability, MDPI, vol. 16(22), pages 1-24, November.
    287. Lei Wang & Provash Sarker & Kausar Alam & Shahneoaj Sumon, 2021. "Artificial Intelligence and Economic Growth: A Theoretical Framework," Scientific Annals of Economics and Business (continues Analele Stiintifice), Alexandru Ioan Cuza University, Faculty of Economics and Business Administration, vol. 68(4), pages 421-443, November.
    288. You, Jing & Xu, Xiangyu & Liao, Deng & Lin, Chen, 2024. "International comparison of the impact of digital transformation on employment," Journal of Asian Economics, Elsevier, vol. 95(C).
    289. Fabian Stephany & Ole Teutloff, 2022. "What is the Price of a Skill? The Value of Complementarity," Papers 2210.01535, arXiv.org, revised Nov 2023.
    290. Afonso, Óscar & Sochirca, Elena & Neves, Pedro Cunha, 2025. "Robots and humans: The role of fiscal and monetary policies in an endogenous growth model," Mathematical Social Sciences, Elsevier, vol. 133(C), pages 49-59.
    291. Fabrizio Leone, 2024. "Multinationals, Robots, and the Labor Share," Working Papers ECARES 2022-17, ULB -- Universite Libre de Bruxelles.
    292. David Lee Kuo Chuen & Yang Li, 2025. "Blockchain innovation in promoting employment," Papers 2502.15549, arXiv.org.
    293. Çürük, Malik & Rozendaal, Rik, 2022. "Labor Share, Industry Concentration and Energy Prices : Evidence from Europe," Other publications TiSEM b97efaae-4632-41e1-9836-3, Tilburg University, School of Economics and Management.
    294. Huangnan (Jim) Shen, 2020. "Profit Sharing, Industrial Upgrading, and Global Supply Chains: Theory and Evidence," CID Working Papers 123a, Center for International Development at Harvard University.
    295. Li Chen & Yuanbo Zhang, 2023. "Does the Development of the Digital Economy Promote Common Prosperity?—Analysis Based on 284 Cities in China," Sustainability, MDPI, vol. 15(5), pages 1-16, March.
    296. Hans-Joachim Voth & Bruno Caprettini & Alex Trew, 2022. "Fighting for Growth: Labor scarcity and technological progress during the British industrial revolution," Working Papers 2022_15, Business School - Economics, University of Glasgow.
    297. Kenichiro Ikeshita & Hideaki Uchida & Tamotsu Nakamura, 2023. "Automation and economic growth in a task‐based neoclassical growth model," Metroeconomica, Wiley Blackwell, vol. 74(4), pages 908-927, November.
    298. Jacopo Staccioli & Maria Enrica Virgillito, 2021. "Back to the past: the historical roots of labor-saving automation," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 11(1), pages 27-57, March.
    299. Stähler, Nikolai, 2021. "The Impact of Aging and Automation on the Macroeconomy and Inequality," Journal of Macroeconomics, Elsevier, vol. 67(C).
    300. Nicolas Ameye & Jacques Bughin & Nicolas van Zeebroeck, 2024. "From experimentation to scaling: what shapes the funnel of AI adoption?," ULB Institutional Repository 2013/378623, ULB -- Universite Libre de Bruxelles.
    301. Ni, Bin & Obashi, Ayako, 2021. "Robotics technology and firm-level employment adjustment in Japan," Japan and the World Economy, Elsevier, vol. 57(C).
    302. Chen, Chuanglian & Wang, Shudan & Yao, Shujie & Lin, Yuting, 2023. "Does digital transformation increase the labor income share? From a perspective of resources reallocation," Economic Modelling, Elsevier, vol. 128(C).
    303. Italo Colantone & Piero Stanig, 2019. "The Surge of Economic Nationalism in Western Europe," Journal of Economic Perspectives, American Economic Association, vol. 33(4), pages 128-151, Fall.
    304. Xing Liu & Shaobo Hong & Zhi Su & Yuanren Zhou, 2025. "The Impact of Digital Transformation on High-Quality Development of Manufacturing Enterprises: An Integrated Perspective on Efficiency and Social Responsibility," Mathematics, MDPI, vol. 13(5), pages 1-36, February.
    305. Irina Alina Popescu & Irina Elena Ion & Klara Cermakova & Radu Cristian Musetescu, & Ramona Iulia Dieaconescu & Ana-Maria Marinoiu, 2025. "The New Sociopolitical and Economic Dynamics of Digitalisation and Automation in Romania s Automotive Industry," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 27(68), pages 1-55, February.
    306. Mikhail Lysyakov & Siva Viswanathan, 2023. "Threatened by AI: Analyzing Users’ Responses to the Introduction of AI in a Crowd-Sourcing Platform," Information Systems Research, INFORMS, vol. 34(3), pages 1191-1210, September.
    307. Liu, Ying & Liu, Steve & Wu, Ziqi & Xiao, Yi, 2022. "How do technological innovations affect corporate investment and hiring?," The North American Journal of Economics and Finance, Elsevier, vol. 62(C).
    308. Yao, Hua & Yu, Xinlian & Mao, Haijun & Bai, Dongling & Zhang, Shunfeng, 2024. "The spatial spillover impact and transmission mechanisms of logistics agglomeration on eco-efficiency: A case study in China," Energy, Elsevier, vol. 308(C).
    309. Harry Moroz & Mariana Viollaz, 2024. "The Future of Work in Central America and the Dominican Republic," World Bank Publications - Reports 42043, The World Bank Group.
    310. Pi, Jiancai & Fan, Yanwei, 2021. "The impact of robots on equilibrium unemployment of unionized workers," International Review of Economics & Finance, Elsevier, vol. 71(C), pages 663-675.
    311. Wang, Ting & Zhang, Yi & Liu, Chun, 2024. "Robot adoption and employment adjustment: Firm-level evidence from China," China Economic Review, Elsevier, vol. 84(C).
    312. Wataru Hirata & Toshitaka Maruyama & Tomohide Mineyama, 2020. "Flattening of the Wage Phillips Curve and Downward Nominal Wage Rigidity: The Japanese Experience in the 2010s," Bank of Japan Working Paper Series 20-E-4, Bank of Japan.
    313. Zhong, Wenli & Liu, Yang & Dong, Kangyin & Ni, Guohua, 2024. "Assessing the synergistic effects of artificial intelligence on pollutant and carbon emission mitigation in China," Energy Economics, Elsevier, vol. 138(C).
    314. Dragos-Daniel DENDRINO & Mugurel Petre PODARU & Razvan Catalin DOBREA, 2024. "A Glimpse Of The Future €“ Ai Coaching," Proceedings of the INTERNATIONAL MANAGEMENT CONFERENCE, Faculty of Management, Academy of Economic Studies, Bucharest, Romania, vol. 18(1), pages 241-251, November.
    315. Shi, Huaizhi, 2024. "Managerial ownership and labor income share," Finance Research Letters, Elsevier, vol. 62(PB).
    316. Deb, Shubhdeep & Eeckhout, Jan & Patel, Asseem & Warren, Lawrence, 2022. "Market Power and Wage Inequality," CEPR Discussion Papers 17569, C.E.P.R. Discussion Papers.
    317. Xiangyi Li & Qing Wang & Ying Tang, 2024. "The Impact of Artificial Intelligence Development on Urban Energy Efficiency—Based on the Perspective of Smart City Policy," Sustainability, MDPI, vol. 16(8), pages 1-22, April.
    318. Jeremy Atack & Robert A. Margo & Paul Rhode, 2023. "De-skilling: Evidence from Late Nineteenth Century American Manufacturing," NBER Working Papers 31334, National Bureau of Economic Research, Inc.
    319. Xiumei Wang & Ye Jiang & Famin Yi, 2024. "Digital Revolution and Job Quality of Lower Class Workers: Quasi‐experimental Evidence from the Broadband China Program," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 32(4), pages 146-178, July.
    320. Fossen, Frank M. & Sorgner, Alina, 2022. "New digital technologies and heterogeneous wage and employment dynamics in the United States: Evidence from individual-level data," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    321. Federico Fabio Frattini & Francesco Vona & Filippo Bontadini, 2024. "Does Green Re-industrialization Pay off? Impacts on Employment, Wages and Productivity," Working Papers 2024.23, Fondazione Eni Enrico Mattei.
    322. Ali Trabelsi Karoui & Sonia Sayari & Wael Dammak & Ahmed Jeribi, 2024. "Unveiling Outperformance: A Portfolio Analysis of Top AI-Related Stocks against IT Indices and Robotics ETFs," Risks, MDPI, vol. 12(3), pages 1-21, March.
    323. Dechezlepretre, Antoine & Hemous, David & Olsen, Morten & Zanella, Carlo, 2020. "Automating labor: evidence from firm-level patent data," LSE Research Online Documents on Economics 108420, London School of Economics and Political Science, LSE Library.
    324. Aleksandra Parteka & Joanna Wolszczak-Derlacz & Dagmara Nikulin, 2021. "How digital technology affects working conditions in globally fragmented production chains: evidence from Europe," GUT FME Working Paper Series A 66, Faculty of Management and Economics, Gdansk University of Technology.
    325. Zhihui Dai & Yue Niu & Hongru Zhang & Xiaodi Niu, 2022. "Impact of the Transforming and Upgrading of China’s Labor-Intensive Manufacturing Industry on the Labor Market," Sustainability, MDPI, vol. 14(21), pages 1-25, October.
    326. Jianqi Zhang, 2025. "Digital economy, green finance, and economic resilience," PLOS ONE, Public Library of Science, vol. 20(2), pages 1-24, February.
    327. Zhaoqing Sun & Jianxu Liu & Roengchai Tansuchat, 2023. "China’s Digital Economy and Enterprise Labor Demand: The Mediating Effects of Green Technology Innovation," Sustainability, MDPI, vol. 15(15), pages 1-24, July.
    328. Karolis Liaudinskas, 2022. "Human vs. Machine: Disposition Effect among Algorithmic and Human Day Traders," Working Paper 2022/6, Norges Bank.
    329. Juthathip Jongwanich & Archanun Kohpaiboon & Ayako Obashi, 2020. "Technological Advancement, Import Penetration, and Labour Markets: Evidence from Thai Manufacturing," Working Papers DP-2020-09, Economic Research Institute for ASEAN and East Asia (ERIA).
    330. Aubry, Mathieu & Kräussl, Roman & Manso, Gustavo & Spaenjers, Christophe, 2023. "Biased auctioneers," CFS Working Paper Series 692, Center for Financial Studies (CFS).
      • Mathieu Aubry & Roman Kräussl & Gustavo Manso & Christophe Spaenjers, 2023. "Biased Auctioneers," Journal of Finance, American Finance Association, vol. 78(2), pages 795-833, April.
    331. Jacopo Staccioli & Maria Enrica Virgillito, 2020. "The present, past, and future of labor-saving technologies," DISCE - Working Papers del Dipartimento di Politica Economica dipe0013, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    332. Sun, Zhe & Zhao, Liang & Kaur, Puneet & Islam, Nazrul & Dhir, Amandeep, 2023. "Theorizing the relationship between the digital economy and firm productivity: The idiosyncrasies of firm-specific contexts," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    333. Aum, Sangmin, 2022. "The Impact of COVID-19 on Jobs in Korea: Does Contact-intensiveness Matter?," KDI Journal of Economic Policy, Korea Development Institute (KDI), vol. 44(2), pages 1-28.
    334. Guo, Qing & Wang, Hongsen & Lu, Xin & Qu, Long, 2024. "Effects of innovation environment on carbon intensity: The moderating role of information industry," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 967-977.
    335. Ruan, Peiheng & Wang, Shuai & Yun, Feng, 2024. "Social insurance law and corporate performance in China," International Review of Economics & Finance, Elsevier, vol. 94(C).
    336. Wang, Jiaxin & Zhao, Mu & Huang, Xiang & Song, Zilong & Sun, Di, 2024. "Supply chain diffusion mechanisms for AI applications: A perspective on audit pricing," International Review of Financial Analysis, Elsevier, vol. 93(C).
    337. Qian, Cheng & Zhu, Chun & Huang, Duen-Huang & Zhang, Shangfeng, 2023. "Examining the influence mechanism of artificial intelligence development on labor income share through numerical simulations," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    338. Daisuke ADACHI, 2024. "Robots and Wage Polarization: The effects of robot capital by occupation," Discussion papers 24066, Research Institute of Economy, Trade and Industry (RIETI).
    339. Xiaozhong Li & Jun Ling, 2023. "The Impact of Manufacturing Intelligence on Green Development Efficiency: A Study Based on Chinese Data," Sustainability, MDPI, vol. 15(9), pages 1-19, May.
    340. Shimizu, Ryosuke & Momoda, Shohei, 2023. "Does automation technology increase wage?," Journal of Macroeconomics, Elsevier, vol. 77(C).
    341. Paola Azar, 2020. "Politics as a determinant of primary school provision The case of Uruguay, 1914-1954," Documentos de Trabajo (working papers) 20-07, Instituto de Economía - IECON.
    342. Maciej Cieślukowski & Przemysław Garsztka & Beata Zyznarska-Dworczak, 2022. "The Impact of Robotification on the Financial Situation of Microenterprises: Evidence from the Financial Services Sector in Poland," Risks, MDPI, vol. 10(2), pages 1-20, February.
    343. Mary O’Mahony & Michela Vecchi & Francesco Venturini, 2021. "Capital Heterogeneity and the Decline of the Labour Share," Economica, London School of Economics and Political Science, vol. 88(350), pages 271-296, April.
    344. Astrid Krenz & Holger Strulik, 2021. "Quantifying reshoring at the macro‐level—Measurement and applications," Growth and Change, Wiley Blackwell, vol. 52(3), pages 1200-1229, September.
    345. Angus C. Chu & Guido Cozzi & Yuichi Furukawa & Chih-Hsing Liao, 2019. "Effects of Minimum Wage on Automation and Innovation in a Schumpeterian Economy," Working Papers 201912, University of Liverpool, Department of Economics.
    346. Pedersen, Torben & Scedrova, Anna & Grecu, Alina, 2022. "The effects of IT investments and skilled labor on firms’ value added," Technovation, Elsevier, vol. 116(C).
    347. Jacques Bughin, 2020. "How Firms will affect the Future of Work," Working Papers TIMES² 2020-035, ULB -- Universite Libre de Bruxelles.
    348. Liu, Jun & Yang, Yuan-jun & Cao, Ya-ru & Forrest, Jeffrey Yi-Lin, 2021. "Stimulating effects of intelligent policy on the performance of listed manufacturing companies in China," Journal of Policy Modeling, Elsevier, vol. 43(3), pages 558-573.
    349. F Baum, Christopher & Lööf, Hans & Stephan, Andreas & F. Zimmermann, Klaus, 2020. "Productivity of refugee workers and implications for innovation and growth," Working Paper Series in Economics and Institutions of Innovation 485, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies, revised 24 Mar 2022.
    350. Nayyar, Gaurav & Pleninger, Regina & Vorisek, Dana & Yu, Shu, 2024. "Digitalization and Inclusive Growth : A Review of the Evidence," Policy Research Working Paper Series 10941, The World Bank.
    351. Mauro Caselli & Andrea Fracasso & Silvio Traverso, 2021. "Globalization, robotization, and electoral outcomes: Evidence from spatial regressions for Italy," Journal of Regional Science, Wiley Blackwell, vol. 61(1), pages 86-111, January.
    352. Hideki Nakamura & Joseph Zeira, 2024. "Automation and unemployment: help is on the way," Journal of Economic Growth, Springer, vol. 29(2), pages 215-250, June.
    353. Cresti, Lorenzo & Dosi, Giovanni & Fagiolo, Giorgio, 2023. "Technological interdependencies and employment changes in European industries," Structural Change and Economic Dynamics, Elsevier, vol. 64(C), pages 41-57.
    354. Jin Liu & Xingchen Xu & Xi Nan & Yongjun Li & Yong Tan, 2023. ""Generate" the Future of Work through AI: Empirical Evidence from Online Labor Markets," Papers 2308.05201, arXiv.org, revised Jun 2024.
    355. David H. Autor, 2019. "Work of the Past, Work of the Future," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 1-32, May.
    356. Burkhard Heer & Andreas Irmen & Bernd Süssmuth, 2023. "Explaining the decline in the US labor share: taxation and automation," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 30(6), pages 1481-1528, December.
    357. Simcha Barkai & Surech Nallareddy & Maria Ogneva, 2025. "Capitalization of Intellectual Property Products Does Not Explain the Decline in the Labor Share," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 56, April.
    358. Changteng Nie & Jianxiang Wan, 2023. "How Does Internet Infrastructure Construction Affect the Urban–Rural Income Gap? Evidence from a Quasi-Natural Experiment in China," Progress in Development Studies, , vol. 23(3), pages 317-337, July.
    359. Stephany, Fabian & Teutloff, Ole, 2024. "What is the price of a skill? The value of complementarity," Research Policy, Elsevier, vol. 53(1).
    360. Abeliansky, Ana Lucia & Prettner, Klaus & Rodriguez-Crespo, Ernesto, 2024. "Climate change and automation: the emission effects of robot adoption," Department of Economics Working Paper Series 370, WU Vienna University of Economics and Business.
    361. Andre Jungmittag & Annarosa Pesole, 2019. "The impact of robots on labour productivity: A panel data approach covering 9 industries and 12 countries," JRC Working Papers on Labour, Education and Technology 2019-08, Joint Research Centre.
    362. Yingying Lu & Yixiao Zhou, 2021. "A review on the economics of artificial intelligence," Journal of Economic Surveys, Wiley Blackwell, vol. 35(4), pages 1045-1072, September.
    363. Shurong Zi & Ziyuan Pan & Yanjie Chen & Xinheng Liu & Qi Ban, 2025. "Intelligent Manufacturing and Pollution Emissions from Chinese Manufacturing Firms: Theories and Mechanisms," Sustainability, MDPI, vol. 17(2), pages 1-21, January.
    364. Costas Cavounidis & Vittoria Dicandia & Kevin Lang & Raghav Malhotra, 2024. "The Nature of Technological Change 1960-2016," Working Papers 24-28, Federal Reserve Bank of Cleveland.
    365. Wang, Hua & Liao, Lingtao & Wu, Ji (George), 2023. "Robot adoption and firm's capacity utilization: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 82(C).
    366. Angyridis, Constantine & Zhou, Haiwen, 2022. "Search, Technology Choice, and Unemployment," MPRA Paper 112064, University Library of Munich, Germany.
    367. Wang, Jiancheng & Chen, Jialing & Li, Xiaoying & Li, Weiping, 2024. "Broadband acceleration and employment: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
    368. Lu, Chia-Hui, 2021. "The impact of artificial intelligence on economic growth and welfare," Journal of Macroeconomics, Elsevier, vol. 69(C).
    369. Leibrecht, Markus & Scharler, Johann & Zhoufu, Yan, 2023. "Automation and unemployment: Does collective bargaining moderate their association?," Structural Change and Economic Dynamics, Elsevier, vol. 67(C), pages 264-276.
    370. Ekaterina Prytkova & Fabien Petit & Deyu Li & Sugat Chaturvedi & Tommaso Ciarli, 2024. "The Employment Impact of Emerging Digital Technologies," CESifo Working Paper Series 10955, CESifo.
    371. Wang, Bo & Gong, Siyu & Yang, Yang, 2024. "Unveiling the relation between digital technology and low-carbon innovation: Carbon emission trading policy as an antecedent," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
    372. Blackwood, G.Jacob & Cunningham, Cindy & Dey, Matt & Foster, Lucia & Grim, Cheryl & Haltiwanger, John C. & Nesbit, Rachel & Pabilonia, Sabrina Wulff & Stewart, Jay & Tuttle, Cody & Wolf, Zoltan, 2022. "Opening the Black Box: Task and Skill Mix and Productivity Dispersion," IZA Discussion Papers 15594, Institute of Labor Economics (IZA).
    373. Christodoulos Stefanadis, 2020. "Social conflict, property rights, and the capital–labor split," Journal of Theoretical Politics, , vol. 32(4), pages 582-604, October.
    374. Michael Koch & Ilya Manuylov, 2022. "Measuring the Technological Bias of Robot Adoption and its Implications for the Aggregate Labor Share," Economics Working Papers 2022-01, Department of Economics and Business Economics, Aarhus University.
    375. Maria-Chiara Morandini & Anna Thum-Thysen & Anneleen Vandeplas, 2020. "Facing the Digital Transformation: Are Digital Skills Enough?," European Economy - Economic Briefs 054, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    376. Spyridon Tsangaris & Anastasios Xepapadeas & Athanasios Yannacopoulos, 2022. "Spatial externalities, R&D spillovers, and endogenous technological change," DEOS Working Papers 2225, Athens University of Economics and Business.
    377. Wang, Di & Shao, Xuefeng, 2024. "Research on the impact of digital transformation on the production efficiency of manufacturing enterprises: Institution-based analysis of the threshold effect," International Review of Economics & Finance, Elsevier, vol. 91(C), pages 883-897.
    378. Gersbach, Hans & Schetter, Ulrich & Schmassmann, Samuel, 2023. "From local to global: A theory of public basic research in a globalized world," European Economic Review, Elsevier, vol. 160(C).
    379. Jordi Jaumandreu & Rigoberto Lopez, 2024. "Markups in US food manufacturing accounting for non‐neutral productivity," Journal of Agricultural Economics, Wiley Blackwell, vol. 75(2), pages 573-591, June.
    380. Babina, Tania & Fedyk, Anastassia & He, Alex & Hodson, James, 2024. "Artificial intelligence, firm growth, and product innovation," Journal of Financial Economics, Elsevier, vol. 151(C).
    381. Kaidi Yang & Shaorong Li, 2024. "Impact of Telecommunications Infrastructure Construction on Innovation and Development in China: A Panel Data Approach," Sustainability, MDPI, vol. 16(14), pages 1-25, July.
    382. Cirillo, Valeria & Evangelista, Rinaldo & Guarascio, Dario & Sostero, Matteo, 2021. "Digitalization, routineness and employment: An exploration on Italian task-based data," Research Policy, Elsevier, vol. 50(7).
    383. Li, Chengming & Huo, Peng & Wang, Zeyu & Zhang, Weiguang & Liang, Feiyan & Mardani, Abbas, 2023. "Digitalization generates equality? Enterprises’ digital transformation, financing constraints, and labor share in China," Journal of Business Research, Elsevier, vol. 163(C).
    384. Gabriel Loumeau, 2022. "Land Consolidation Reforms: A Natural Experiment on the Economic and Political Effects of Agricultural Mechanization," CER-ETH Economics working paper series 22/376, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    385. Xu, Shaofeng & Liu, Tao & Liu, Fengliang, 2024. "On the role of automation in an epidemic," Journal of Economic Dynamics and Control, Elsevier, vol. 160(C).
    386. Dongmei Wang & Guangqin Li, 2022. "Will the use of industrial robots promote transformation of export trade modes? Empirical evidence from China," PLOS ONE, Public Library of Science, vol. 17(6), pages 1-18, June.
    387. Qichun He & Xin Yang & Heng-fu Zou, 2024. "Money, Growth, and Welfare in a Schumpeterian Model with Automation," CEMA Working Papers 640, China Economics and Management Academy, Central University of Finance and Economics.
    388. Zhang, Qi-nan & Zhang, Fan-fan & Mai, Qiang, 2023. "Robot adoption and labor demand: A new interpretation from external competition," Technology in Society, Elsevier, vol. 74(C).
    389. De Dominicis, Piero, 2020. "Routinization and Covid-19: a comparison between United States and Portugal," MPRA Paper 101003, University Library of Munich, Germany.
    390. Stirati, Antonella & Paternesi Meloni, Walter, 2021. "Unemployment and the wage share: a long-run exploration for major mature economies," Structural Change and Economic Dynamics, Elsevier, vol. 56(C), pages 330-352.
    391. Petralia, Sergio & Kemeny, Thomas & Storper, Michael, 2023. "The transformative effects of tacit technological knowledge," LSE Research Online Documents on Economics 120154, London School of Economics and Political Science, LSE Library.
    392. Ebeke, Christian H. & Eklou, Kodjovi M., 2023. "Automation and the employment elasticity of fiscal policy," Journal of Macroeconomics, Elsevier, vol. 75(C).
    393. Lin, Boqiang & Xu, Chongchong, 2024. "Enhancing energy-environmental performance through industrial intelligence: Insights from Chinese prefectural-level cities," Applied Energy, Elsevier, vol. 365(C).
    394. Iny Hwang & Taejin Jung & Woo‐Jong Lee & Daniel G. Yang, 2021. "Asymmetric Inventory Management and the Direction of Sales Changes†," Contemporary Accounting Research, John Wiley & Sons, vol. 38(1), pages 676-706, March.
    395. Toon Van Overbeke, 2023. "Conflict or cooperation? Exploring the relationship between cooperative institutions and robotisation," British Journal of Industrial Relations, London School of Economics, vol. 61(3), pages 550-573, September.
    396. Bachmann, Ronald & Janser, Markus & Lehmer, Florian & Vonnahme, Christina, 2024. "Disentangling the greening of the labour market: The role of changing occupations and worker flows," Ruhr Economic Papers 1099, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    397. Yang, Haochang & Li, Lianshui & Liu, Yaobin, 2022. "The effect of manufacturing intelligence on green innovation performance in China," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
    398. Hua Zhang & Qiwang Zhang, 2023. "How Does Digital Transformation Facilitate Enterprise Total Factor Productivity? The Multiple Mediators of Supplier Concentration and Customer Concentration," Sustainability, MDPI, vol. 15(3), pages 1-18, January.
    399. Aepli, Manuel, 2019. "Technological change and occupation mobility: A task-based approach to horizontal mismatch," GLO Discussion Paper Series 361, Global Labor Organization (GLO).
    400. László Czaller & Rikard H. Eriksson & Balázs Lengyel, 2021. "Reducing automation risk through career mobility: Where and for whom?," Papers in Regional Science, Wiley Blackwell, vol. 100(6), pages 1545-1569, December.
    401. Raja Bentaouet Kattan & Kevin Macdonald & Harry Anthony Patrinos, 2021. "The Role of Education in Mitigating Automation’s Effect on Wage Inequality," LABOUR, CEIS, vol. 35(1), pages 79-104, March.
    402. Sergio De Nardis & Francesca Parente, 2022. "Technology and task changes in the major EU countries," Contemporary Economic Policy, Western Economic Association International, vol. 40(2), pages 391-413, April.
    403. Wang, Linhui & Wang, Hui & Cao, Zhanglu & He, Yongda & Dong, Zhiqing & Wang, Shixiang, 2022. "Can industrial intellectualization reduce carbon emissions? — Empirical evidence from the perspective of carbon total factor productivity in China," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    404. Stefan Schweikl & Robert Obermaier, 2020. "Lessons from three decades of IT productivity research: towards a better understanding of IT-induced productivity effects," Management Review Quarterly, Springer, vol. 70(4), pages 461-507, November.
    405. Song, Eunbi, 2021. "What drives labor share change? Evidence from Korean industries," Economic Modelling, Elsevier, vol. 94(C), pages 370-385.
    406. Zhang, Xinchun & Sun, Murong & Liu, Jianxu & Xu, Aijia, 2024. "The nexus between industrial robot and employment in China: The effects of technology substitution and technology creation," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
    407. Cirillo, Valeria & Mina, Andrea & Ricci, Andrea, 2024. "Digital technologies, labor market flows and training: Evidence from Italian employer-employee data," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    408. Massimo Anelli & Italo Colantone & Piero Stanig, 2019. "We Were The Robots: Automation and Voting Behavior in Western Europe," BAFFI CAREFIN Working Papers 19115, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    409. Chuanlin Wang, & Guowan Yan & Jing Yang, 2025. "Navigating Employment Transformations: Liberalism vs. Statism in the Era of Industry 4.0," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 27(68), pages 145-145, February.
    410. Ma, Bianjing & Chen, Lei & Wang, Xiaohui & Ding, Song, 2024. "Who benefits more from the digital economy: (Non-)Cognitive ability and the labor income premium," International Review of Economics & Finance, Elsevier, vol. 96(PB).
    411. Uma RANI & Damian GRIMSHAW, 2019. "Introduction: What does the future promise for work, employment and society?," International Labour Review, International Labour Organization, vol. 158(4), pages 577-592, December.
    412. Bussink, Henri & ter Weel, Bas, 2023. "Costs and benefits of an individual learning account (ILA): A simulation analysis for the Netherlands," Economic Modelling, Elsevier, vol. 118(C).
    413. Nikolaos Charalampidis, 2024. "Frictions and the diffusion of automation," Manchester School, University of Manchester, vol. 92(2), pages 148-170, March.
    414. Chenyang Liu & Xiuyi Shi & Cuixia Li, 2023. "Digital Technology, Factor Allocation and Environmental Efficiency of Dairy Farms in China: Based on Carbon Emission Constraint Perspective," Sustainability, MDPI, vol. 15(21), pages 1-22, October.
    415. Yuan, Bo & Sun, Pengbo, 2024. "Does the high-tech foreign investment spark robot adoption in the developing world? Evidence from China," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 302-314.
    416. Jiehui Zhang & Sen Yang & Yifeng Wang, 2024. "How does the level of enterprise digitalization affect value creation and realization? Testing of the dual path of "based on breakthrough" and "tending to compliance"," PLOS ONE, Public Library of Science, vol. 19(6), pages 1-25, June.
    417. Chunhsin Chou & Joeming Lee & Yingmaw Teng & Hsiuling Lee, 2022. "The relationships between productivity, operational risk, and firm performance," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 68(3), pages 97-106.
    418. Li, Donghui & Zhang, Zhanxiang & Gao, Xin, 2024. "Does artificial intelligence deter greenwashing?," Finance Research Letters, Elsevier, vol. 67(PB).
    419. Michal Burzynski, 2024. "Spatial and Occupational Mobility of Workers Due to Automation," LISER Working Paper Series 2024-04, Luxembourg Institute of Socio-Economic Research (LISER).
    420. Zhang, Dongyang & Bai, Dingchuan & He, Yurun & Sun, Qiaobing, 2024. "Synergistic abatement effects of Broadband China and environmental regulation: Firm-level evidence," International Review of Financial Analysis, Elsevier, vol. 96(PB).
    421. Xin, Baogui & Ye, Xiaopu, 2024. "Robotics applications, inclusive employment and income disparity," Technology in Society, Elsevier, vol. 78(C).
    422. Milad Mirbabaie & Felix Brünker & Nicholas R. J. Möllmann Frick & Stefan Stieglitz, 2022. "The rise of artificial intelligence – understanding the AI identity threat at the workplace," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(1), pages 73-99, March.
    423. Wenbo Zhu, 2023. "Skill‐replacing process innovation and the labour market: Theory and evidence," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 56(4), pages 1583-1614, November.
    424. Freund, L. B., 2022. "Superstar Teams: The Micro Origins and Macro Implications of Coworker Complementarities," Janeway Institute Working Papers 2235, Faculty of Economics, University of Cambridge.
    425. vom Lehn, Christian, 2018. "Understanding the decline in the U.S. labor share: Evidence from occupational tasks," European Economic Review, Elsevier, vol. 108(C), pages 191-220.
    426. Jun Liu & Yu Qian & Yuanjun Yang & Zhidan Yang, 2022. "Can Artificial Intelligence Improve the Energy Efficiency of Manufacturing Companies? Evidence from China," IJERPH, MDPI, vol. 19(4), pages 1-18, February.
    427. Stephany, Fabian & Teutloff, Ole & Lehdonvirta, Vili, 2022. "What is the price of a skill? Revealing the complementary value of skills," MPRA Paper 114874, University Library of Munich, Germany.
    428. Growiec, Jakub & Prettner, Klaus, 2025. "The Economics of p(doom) : Scenarios of Existential Risk and Economic Growth in the Age of Transformative AI," Department of Economics Working Paper Series 378, WU Vienna University of Economics and Business.
    429. Sachin Sharma & Vijay Kumar & Babloo Jakhar, 2024. "The End of History? Envisioning the Economy at Technological Singularity [Koniec historii? Wizja gospodarki w osobliwości technologicznej]," Post-Print hal-04078104, HAL.
    430. Cui, Huijie & Liang, Shangkun & Xu, Canyu & Junli, Yu, 2024. "Robots and analyst forecast precision: Evidence from Chinese manufacturing," International Review of Financial Analysis, Elsevier, vol. 94(C).
    431. Hayato KATO & Jonas LOEBBING, 2023. "Tax Competition for Automation Capital," Discussion papers 23078, Research Institute of Economy, Trade and Industry (RIETI).
    432. Anatolijs Prohorovs & Julija Bistrova, 2022. "Labour Share Convergence in the European Union," Economies, MDPI, vol. 10(9), pages 1-21, August.
    433. Jie Zhou, 2024. "The Impact of the Digital Economy on Employment Scale in the Yangtze River Delta Region," Advances in Management and Applied Economics, SCIENPRESS Ltd, vol. 14(5), pages 1-5.
    434. George Loewenstein & Zachary Wojtowicz, 2023. "The Economics of Attention," CESifo Working Paper Series 10712, CESifo.
    435. Mi Guo, 2024. "Does Industrial Intelligence Promote Sustainable Employment?," Sustainability, MDPI, vol. 16(10), pages 1-21, May.
    436. Jakob Grazzini & Lorenza Rossi, 2020. "New Firms, Capital Intensity and the Labor Share: New Theoretical and Empirical Insights," CESifo Working Paper Series 8255, CESifo.
    437. Brzozowski, Michał & Siwińska-Gorzelak, Joanna, 2024. "Did robots make wages less responsive to unemployment?," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    438. Liu, Liang & Yang, Kun & Fujii, Hidemichi & Liu, Jun, 2021. "Artificial Intelligence and Energy Intensity in China’s Industrial Sector: Effect and Transmission Channel," MPRA Paper 106333, University Library of Munich, Germany.
    439. Wei, Xiahai & Jiang, Feng & Chen, Yu, 2023. "Who pays for environmental protection? The impact of green tax reform on labor share in China," Energy Economics, Elsevier, vol. 125(C).
    440. Andrea Borsato & Andre Lorentz, 2022. "The Kaldor-Verdoorn Law’s at the Age of Robots and AI," Working Papers of BETA 2022-25, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    441. Shuangzhi Zhang, 2023. "Impact of industrial robot applications on global value chain participation of China manufacturing industry: Mediation effect based on product upgrading," PLOS ONE, Public Library of Science, vol. 18(11), pages 1-22, November.
    442. Dai, Hangrui & Yang, Ronghai & Cao, Rongguang & Yin, Lei, 2024. "Does the application of industrial robots promote export green transformation? Evidence from Chinese manufacturing enterprises," International Review of Economics & Finance, Elsevier, vol. 96(PA).
    443. Wang, Lianghu & Shao, Jun, 2024. "The energy saving effects of digital infrastructure construction: Empirical evidence from Chinese industry," Energy, Elsevier, vol. 294(C).
    444. Caro-Burnett, Johann & Kaneko, Shinji, 2022. "Is Society Ready for AI Ethical Decision Making? Lessons from a Study on Autonomous Cars," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 98(C).
    445. Tao, Jiancong & Wang, Zhe & Xu, Yujie & Zhao, Boyu & Liu, Jiaqi, 2024. "Can the digital economy boost rural residents’ income? Evidence from China based on the spatial Durbin model," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 856-872.
    446. Germán Gutiérrez & Sophie Piton, 2020. "Revisiting the Global Decline of the (Non-housing) Labor Share," American Economic Review: Insights, American Economic Association, vol. 2(3), pages 321-338, September.
    447. Alonso, Cristian & Berg, Andrew & Kothari, Siddharth & Papageorgiou, Chris & Rehman, Sidra, 2022. "Will the AI revolution cause a great divergence?," Journal of Monetary Economics, Elsevier, vol. 127(C), pages 18-37.
    448. Helena Corrales-Herrero & Beatriz Rodríguez-Prado, 2024. "Mapping the Occupations of Recent Graduates. The Role of Academic Background in the Digital Era," Research in Higher Education, Springer;Association for Institutional Research, vol. 65(8), pages 1853-1882, December.
    449. Xueyuan Gao & Hua Feng, 2023. "AI-Driven Productivity Gains: Artificial Intelligence and Firm Productivity," Sustainability, MDPI, vol. 15(11), pages 1-21, June.
    450. Mahtab Uddin & Farhin Islam, 2024. "How would Automation Impact Employment in the Manufacturing Sector of Bangladesh? An Empirical Projection," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 67(4), pages 1045-1071, December.
    451. Gueyon Kim, 2022. "Trade-Induced Adoption of New Work," Working Papers 2022-007, Human Capital and Economic Opportunity Working Group.
    452. Xiaohui Chen & Kongbiao Lu, 2024. "How does digital technology administrative penalty affect big data technology innovation: evidence from China," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-13, December.
    453. David Marguerit, 2025. "Augmenting or Automating Labor? The Effect of AI Development on New Work, Employment, and Wages," Papers 2503.19159, arXiv.org.
    454. Albanese, Giuseppe & Barone, Guglielmo & de Blasio, Guido, 2022. "Populist voting and losers’ discontent: Does redistribution matter?," European Economic Review, Elsevier, vol. 141(C).
    455. Li, Jianqiang & Hu, Ailian & Chen, Wanyi & Fang, Shiyao, 2024. "Social security fee reduction, industrial robots, and labor income share," Journal of Asian Economics, Elsevier, vol. 94(C).
    456. Shuming Ren & Lianqing Li & Yueqi Han & Yu Hao & Haitao Wu, 2022. "The emerging driving force of inclusive green growth: Does digital economy agglomeration work?," Business Strategy and the Environment, Wiley Blackwell, vol. 31(4), pages 1656-1678, May.
    457. Daxing Chen & Helian Xu & Guangya Zhou, 2024. "Has Artificial Intelligence Promoted Manufacturing Servitization: Evidence from Chinese Enterprises," Sustainability, MDPI, vol. 16(6), pages 1-19, March.
    458. Elheddad, Mohamed & Benjasak, Chonlakan & Deljavan, Rana & Alharthi, Majed & Almabrok, Jaballa M., 2021. "The effect of the Fourth Industrial Revolution on the environment: The relationship between electronic finance and pollution in OECD countries," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    459. Jiawei Chen & Zhijin Xu, 2024. "The Impact of the Digital Divide on Labor Mobility and Sustainable Development in the Digital Economy," Sustainability, MDPI, vol. 16(22), pages 1-27, November.
    460. Maximiliano Dvorkin & Alexander Monge-Naranjo, 2019. "Occupation Mobility, Human Capital and the Aggregate Consequences of Task-Biased Innovations," Working Papers 2019-064, Human Capital and Economic Opportunity Working Group.
    461. Xinya Wang & Yizhao Chen, 2024. "More Rational, More Attractive: Industrial Structure Rationalization and Migrant Workers’ Employment Choices in China," Sustainability, MDPI, vol. 16(7), pages 1-18, March.
    462. Casas, Pablo & Torres, José L., 2022. "Government size and automation," MPRA Paper 115271, University Library of Munich, Germany.
    463. Li, Zeguang & Huang, Yuanbiao & Hou, Keqiang, 2024. "Impacts of population aging on bank loan portfolios: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 95(C).
    464. Xiumei Wang & Yongjian Huang & Yingying Zhao & Jingxuan Feng, 2023. "Digital Revolution and Employment Choice of Rural Labor Force: Evidence from the Perspective of Digital Skills," Agriculture, MDPI, vol. 13(6), pages 1-19, June.
    465. Li, Rui & Xu, Shoufu & Zhang, Yun, 2023. "Can digital transformation reduce within-firm pay inequality? Evidence from China," Economic Modelling, Elsevier, vol. 129(C).
    466. Liu, Jun & Liu, Liang & Qian, Yu & Song, Shunfeng, 2022. "The effect of artificial intelligence on carbon intensity: Evidence from China's industrial sector," Socio-Economic Planning Sciences, Elsevier, vol. 83(C).
    467. Yang, Jia & Pei, Yu & Qiang, Wei, 2024. "The impact of automation on human capital investment," Finance Research Letters, Elsevier, vol. 62(PB).
    468. Luca Grilli & Sergio Mariotti & Riccardo Marzano, 2024. "Artificial intelligence and shapeshifting capitalism," Journal of Evolutionary Economics, Springer, vol. 34(2), pages 303-318, April.
    469. Kym Anderson & Sundar Ponnusamy, 2022. "Structural transformation away from agriculture: What role for trade?," Departmental Working Papers 2022-04, The Australian National University, Arndt-Corden Department of Economics.
    470. Li Siyao & Wang Ya & Li Yingfeng, 2024. "How can industrial intelligence change the employment structure of the floating population?," PLOS ONE, Public Library of Science, vol. 19(5), pages 1-17, May.
    471. Seth Benzell, 2023. "Evaluation 1 of 'Artificial Intelligence and Economic Growth'," The Unjournal Evaluations 2023-02, The Unjournal.
    472. Junjun Tang & Xing Zhao, 2023. "Does the new digital infrastructure improve total factor productivity?," Bulletin of Economic Research, Wiley Blackwell, vol. 75(4), pages 895-916, October.
    473. Zhiyao Xia & Han Zeng & Xiaoyu Chen, 2025. "Digital Economy and High-Quality Development of Fishery Economy: Evidence from China," Sustainability, MDPI, vol. 17(10), pages 1-25, May.
    474. Amy Van Looy, 2022. "Employees’ attitudes towards intelligent robots: a dilemma analysis," Information Systems and e-Business Management, Springer, vol. 20(3), pages 371-408, September.
    475. Deng, Liuchun & Fujio, Minako & Lin, Xin & Ota, Rui, 2023. "Labor shortage and early robotization in Japan," Economics Letters, Elsevier, vol. 233(C).
    476. Tianru Qin & Lin Liang & Peng Liang & Wenqun Liang, 2025. "Can industrial robot utilization drive the total factor productivity of enterprises?," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 46(1), pages 129-148, January.
    477. Vardanyan, David, 2024. "Technologies and Labour : A Theoretical Model of Task-based Production in Labour Market with Search Frictions," Warwick-Monash Economics Student Papers 79, Warwick Monash Economics Student Papers.
    478. Aili Zhang & Xinyu Sun, 2022. "Analysis on the Next Generation of Artificial Intelligence Development Plan and Digital Financial Inclusion: Evidence from China," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 12(6), pages 1-1.
    479. Koster, Hans R.A. & Ozgen, Ceren, 2021. "Cities and Tasks," IZA Discussion Papers 14231, Institute of Labor Economics (IZA).
    480. Yu Liu & Mingde Jia, 2023. "The Impact of Population Aging on Green Innovation: An Empirical Analysis Based on Inter-Provincial Data in China," Sustainability, MDPI, vol. 15(4), pages 1-18, February.
    481. Liang Liu & Yuhan Zhang & Xiujuan Gong & Mengyue Li & Xue Li & Donglin Ren & Pan Jiang, 2022. "Impact of Digital Economy Development on Carbon Emission Efficiency: A Spatial Econometric Analysis Based on Chinese Provinces and Cities," IJERPH, MDPI, vol. 19(22), pages 1-21, November.
    482. Deborah Giustini, 2021. "The Impact Of Labour Market Trends On The Employment Of R&D Personnel: A Literature Review," HSE Working papers WP BRP 117/STI/2021, National Research University Higher School of Economics.
    483. Huzhou Zhu & Bin Sang & Chunyuan Zhang & Lin Guo, 2023. "Have Industrial Robots Improved Pollution Reduction? A Theoretical Approach and Empirical Analysis," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 31(4), pages 153-172, July.
    484. Guimarães, Luís & Mazeda Gil, Pedro, 2022. "Looking ahead at the effects of automation in an economy with matching frictions," Journal of Economic Dynamics and Control, Elsevier, vol. 144(C).
    485. Gries, Thomas & Naudé, Wim, 2020. "Artificial Intelligence, Income Distribution and Economic Growth," IZA Discussion Papers 13606, Institute of Labor Economics (IZA).
    486. Roman Chinoracky & Stanislava Turska & Lucia Madlenakova, 2019. "Does Industry 4.0 Have the Same Impact on Employment in the Sectors?," Management, University of Primorska, Faculty of Management Koper, vol. 14(1), pages 5-17.
    487. Bellocchi, Alessandro & Marin, Giovanni & Travaglini, Giuseppe, 2023. "The labor share puzzle: Empirical evidence for European countries," Economic Modelling, Elsevier, vol. 124(C).
    488. Hernnäs, Sofia, 2020. "Automation, Task Content and Occupations when Skills and Tasks are Bundled," Working Paper Series 2020:6, Uppsala University, Department of Economics.
    489. Ryosuke Shimizu & Shohei Momoda, 2021. "Does Automation Technology increase Wage?," Discussion papers ron343, Policy Research Institute, Ministry of Finance Japan.
    490. Chiara Cimini & David Romero & Roberto Pinto & Sergio Cavalieri, 2023. "Task Classification Framework and Job-Task Analysis Method for Understanding the Impact of Smart and Digital Technologies on the Operators 4.0 Job Profiles," Sustainability, MDPI, vol. 15(5), pages 1-28, February.
    491. Carlos Bianchi & Hugo Laguna, 2020. "Firm’s innovation strategies and employment: new evidence from Uruguay," Documentos de Trabajo (working papers) 20-06, Instituto de Economía - IECON.
    492. Cao, Sean & Jiang, Wei & Wang, Junbo & Yang, Baozhong, 2024. "From Man vs. Machine to Man + Machine: The art and AI of stock analyses," Journal of Financial Economics, Elsevier, vol. 160(C).
    493. Li, Juan & Ma, Shaoqi & Qu, Yi & Wang, Jiamin, 2023. "The impact of artificial intelligence on firms’ energy and resource efficiency: Empirical evidence from China," Resources Policy, Elsevier, vol. 82(C).
    494. Wu, Huiwan, 2024. "How does enforcement of social insurance law minimize income gaps within firms: From a perspective of worker bargaining power," Finance Research Letters, Elsevier, vol. 62(PB).
    495. Charles I. Jones, 2019. "Paul Romer: Ideas, Nonrivalry, and Endogenous Growth," Scandinavian Journal of Economics, Wiley Blackwell, vol. 121(3), pages 859-883, July.
    496. Wei, Xiahai & Xu, Jiawei & Cao, Hui, 2024. "Production automation upgrades and the mystery of workers' overwork: Evidence from a manufacturing employer-employee matching survey in China," Journal of Asian Economics, Elsevier, vol. 91(C).
    497. Alekseeva, Liudmila & Azar, José & Giné, Mireia & Samila, Sampsa & Taska, Bledi, 2021. "The demand for AI skills in the labor market," Labour Economics, Elsevier, vol. 71(C).
    498. Arthur Jacobs & Freddy Heylen, 2021. "Demographic change, secular stagnation and inequality: automation as a blessing?," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 21/1030, Ghent University, Faculty of Economics and Business Administration.
    499. Mookherjee, Dilip & Ray, Debraj, 2020. "Growth, Automation and the Long Run Share of Labor," CEPR Discussion Papers 14286, C.E.P.R. Discussion Papers.
    500. Brand, Claus & Obstbaum, Meri & Coenen, Günter & Sondermann, David & Lydon, Reamonn & Ajevskis, Viktors & Hammermann, Felix & Angino, Siria & Hernborg, Nils & Basso, Henrique & Hertweck, Matthias & Bi, 2021. "Employment and the conduct of monetary policy in the euro area," Occasional Paper Series 275, European Central Bank.
    501. Elise S. Brezis & Amir Rubin, 2024. "Will automation and robotics lead to more inequality?," Manchester School, University of Manchester, vol. 92(3), pages 209-230, June.
    502. Sharon Belenzon & Victor Manuel Bennett & Andrea Patacconi, 2019. "Flexible Production and Entry: Institutional, Technological, and Organizational Determinants," Strategy Science, INFORMS, vol. 4(3), pages 193-216, September.
    503. Wang, Huijuan & Ding, Lin & Guan, Rong & Xia, Yan, 2020. "Effects of advancing internet technology on Chinese employment: a spatial study of inter-industry spillovers," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    504. Javed, Mohsin, 2023. "Robots, Natives and Immigrants in US local labor markets," Labour Economics, Elsevier, vol. 85(C).
    505. Jiang, Weijie & Li, Jiaye, 2024. "Digital transformation and its effect on resource allocation efficiency and productivity in Chinese corporations," Technology in Society, Elsevier, vol. 78(C).
    506. Rege, Mari & Thijssen, Maximiliaan Willem Pierre & Zachrisson, Henrik Daae, 2025. "The Social Gradient in Social and Emotional Skills," OSF Preprints zux2a_v1, Center for Open Science.
    507. Amendola, Marco & Ciampa, Valerio & Germani, Lorenzo, 2024. "The distributional effects of labour market deregulation: Wage share and fixed-term contracts," Structural Change and Economic Dynamics, Elsevier, vol. 69(C), pages 328-338.
    508. Jonas Loebbing, 2023. "Redistributive Income Taxation with Directed Technical Change," Rationality and Competition Discussion Paper Series 420, CRC TRR 190 Rationality and Competition.
    509. Hind Bril El-Haouzi & Etienne Valette & Bettina-Johanna Krings & António Brandão Moniz, 2021. "Social Dimensions in CPS & IoT Based Automated Production Systems," Societies, MDPI, vol. 11(3), pages 1-15, August.
    510. Jean-Charles Bricongne & Samuel Delpeuch & Margarita Lopez Forero, 2021. "Regional Productivity Slowdown, Tax Havens and MNEs Intangibles: where is Measured Value Creation?," Working papers 835, Banque de France.
    511. Jan Behringer & Till van Treeck & Vincent Victor, 2025. "Family firms and their role in the fall of the labor share and the rise of corporate saving in Germany," FMM Working Paper 225-2025, IMK at the Hans Boeckler Foundation, Macroeconomic Policy Institute.
    512. Cui, Yadong & Liang, Jun & Wang, Wei, 2025. "Social insurance contributions and labor income share—Evidence from China's Social Insurance Law," Socio-Economic Planning Sciences, Elsevier, vol. 97(C).
    513. Lance Lochner & Youngmin Park & Youngki Shin, 2017. "The Evolution of Unobserved Skill Returns in the U.S.: A New Approach Using Panel Data," Staff Working Papers 17-61, Bank of Canada.
    514. Mustafa Dogan & Pinar Yildirim, 2022. "Managing automation in teams," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 31(1), pages 146-170, February.
    515. Giacomo Damioli & Vincent Van Roy & Daniel Vertesy & Marco Vivarelli, 2021. "Detecting the labour-friendly nature of AI product innovation," DISCE - Working Papers del Dipartimento di Politica Economica dipe0017, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    516. Sarbu, Miruna, 2022. "Does telecommuting kill service innovation?," Research in Transportation Economics, Elsevier, vol. 95(C).
    517. Huang, Yuhong & Gao, Yajia, 2024. "The impact of financial technology on employment: Protection or disruption?," International Review of Economics & Finance, Elsevier, vol. 96(PA).
    518. Jing Li & Zidong An & Yan Wang, 2023. "On the Substitution and Complementarity between Robots and Labor: Evidence from Advanced and Emerging Economies," Sustainability, MDPI, vol. 15(12), pages 1-18, June.
    519. Xinyi Duanmu & Jintong Yu & Xiaoyan Yuan & Xuecheng Zhang, 2025. "How Does Digital Infrastructure Mitigate Urban–Rural Disparities?," Sustainability, MDPI, vol. 17(4), pages 1-23, February.
    520. Juan E. Jacobo, 2022. "Back to the Surplus: An Unorthodox Neoclassical Model of Growth, Distribution and Unemployment with Technical Change," Papers 2211.14978, arXiv.org.
    521. Jongwanich, Juthathip & Kohpaiboon, Archanun & Obashi, Ayako, 2022. "Technological advancement, import penetration and labour markets: Evidence from Thailand," World Development, Elsevier, vol. 151(C).
    522. Daojun Li & Haiqin Wang & Juan Wang, 2024. "Artificial Intelligence and Technological Innovation: Evidence from China’s Strategic Emerging Industries," Sustainability, MDPI, vol. 16(16), pages 1-24, August.
    523. Lijuan Zuo & Hongchang Li & Hongyan Gao & Man Zhu, 2022. "The Sustainable Efficiency Improvement of Internet Companies under the Background of Digital Transformation," Sustainability, MDPI, vol. 14(9), pages 1-16, May.
    524. Maruyama, Yuuki, 2020. "Automation and Optimal Capital Income Taxation," SocArXiv fpdnu, Center for Open Science.
    525. Tianyu Fan, 2025. "The Labor Market Incidence of New Technologies," Papers 2504.04047, arXiv.org.
    526. Wang, Yanjun & Li, Yongfang, 2023. "Chinese economic growth and sustainable development: Role of artificial intelligence and natural resource management," Resources Policy, Elsevier, vol. 85(PB).
    527. Andreas F. Buehler & Patrick Lehnert & Uschi Backes-Gellner, 2024. "Gender Norms, Occupational Choices, and the Innovation Gender Gap," Economics of Education Working Paper Series 0230, University of Zurich, Department of Business Administration (IBW).
    528. Delera, Michele & Pietrobelli, Carlo & Calza, Elisa & Lavopa, Alejandro, 2022. "Does value chain participation facilitate the adoption of Industry 4.0 technologies in developing countries?," World Development, Elsevier, vol. 152(C).
    529. Cheng Ye & Xinyi Huang & Xiya Lin & Miraj Ahmed Bhuiyan, 2025. "Digital economy and financial development nexus: a global perspective," Economic Change and Restructuring, Springer, vol. 58(3), pages 1-38, June.
    530. Fei Wang & Linwei Ye, 2023. "Digital Transformation and Export Quality of Chinese Products: An Analysis Based on Innovation Efficiency and Total Factor Productivity," Sustainability, MDPI, vol. 15(6), pages 1-20, March.
    531. Philippe Choné & Francis Kramarz, 2021. "Matching Workers' Skills and Firms' Technologies: From Bundling to Unbundling," Working Papers 2021-10, Center for Research in Economics and Statistics.
    532. Huynh, Toan Luu Duc & Hille, Erik & Nasir, Muhammad Ali, 2020. "Diversification in the age of the 4th industrial revolution: The role of artificial intelligence, green bonds and cryptocurrencies," Technological Forecasting and Social Change, Elsevier, vol. 159(C).
    533. Wenhao Yang & Changbiao Zhong & Siyi Wang & Jiabin Fang, 2025. "Impact of Technological Advances on Workers’ Health: Taking Robotics as an Example," Sustainability, MDPI, vol. 17(4), pages 1-22, February.
    534. Christoph Keding, 2021. "Understanding the interplay of artificial intelligence and strategic management: four decades of research in review," Management Review Quarterly, Springer, vol. 71(1), pages 91-134, February.
    535. Chen, Yang & Yang, Shengping & Li, Quan, 2022. "How does the development of digital financial inclusion affect the total factor productivity of listed companies? Evidence from China," Finance Research Letters, Elsevier, vol. 47(PB).
    536. Yanwei Lyu & Yahui Ge & Jinning Zhang, 2023. "The impact of digital economy on capital misallocation: evidence from China," Economic Change and Restructuring, Springer, vol. 56(5), pages 3475-3499, October.
    537. Sezer, Ayse Hazal, 2023. "Convicts and Comrades : Coerced Labor’s Impact on Early Labor Unions," Other publications TiSEM 98f91e6a-8e47-4c1f-bc84-a, Tilburg University, School of Economics and Management.
    538. Dongyu Zhao & Man Wang, 2024. "Smart Manufacturing Promotes High-Quality Development of Enterprises in China," Sustainability, MDPI, vol. 16(23), pages 1-20, November.
    539. Bachmann, Ronald & Demir, Gökay & Frings, Hanna, 2020. "Labour market polarisation, job tasks and monopsony power," Ruhr Economic Papers 890, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    540. Pedota, Mattia & Cicala, Francesco & Basti, Alessio, 2024. "A Wild Mind with a Disciplined Eye: Unleashing Human-GenAI Creativity Through Simulated Entity Elicitation," OSF Preprints 3bn95, Center for Open Science.
    541. Klaus Prettner & Davud Rostam‐Afschar, 2020. "Can taxes raise output and reduce inequality? The case of lobbying," Scottish Journal of Political Economy, Scottish Economic Society, vol. 67(5), pages 455-461, November.
    542. Shaojian Chen & Dingyun Duan & Hua Wang, 2025. "Industrial Robots, Factor Market Distortion, and Productivity," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 46(2), pages 1093-1107, March.
    543. Charles Yédéhou Faton & Augustin Foster Chabossou, 2024. "Effect of information technologies on employment in ECOWAS countries," SN Business & Economics, Springer, vol. 4(10), pages 1-14, October.
    544. Oussama Chemlal & Wafaa Benomar, 2024. "The Technological Impact on Employment in Spain between 2023 and 2035," Forecasting, MDPI, vol. 6(2), pages 1-30, April.
    545. Jonas Loebbing, 2020. "Redistributive Income Taxation with Directed Technical Change," CESifo Working Paper Series 8743, CESifo.
    546. Xianhong Xiang & Guoge Yang & Hui Sun, 2022. "The Impact of the Digital Economy on Low-Carbon, Inclusive Growth: Promoting or Restraining," Sustainability, MDPI, vol. 14(12), pages 1-27, June.
    547. Hong Cheng & Lukasz A. Drozd & Rahul Giri & Mathieu Taschereau-Dumouchel & Junjie Xia, 2021. "The Future of Labor: Automation and the Labor Share in the Second Machine Age," Working Papers 20-11, Federal Reserve Bank of Philadelphia.
    548. Ke Zhao & Chao Wu & Jinquan Liu, 2024. "Can Artificial Intelligence Effectively Improve China’s Environmental Quality? A Study Based on the Perspective of Energy Conservation, Carbon Reduction, and Emission Reduction," Sustainability, MDPI, vol. 16(17), pages 1-18, September.
    549. Fabien Petit & Florencia Jaccoud & Tommaso Ciarli, 2023. "Heterogeneous Adjustments of Labor Markets to Automation Technologies," CESifo Working Paper Series 10237, CESifo.
    550. Karolis Liaudinskas, 2019. "Human vs. Machine: Disposition Effect Among Algorithmic and Human Day-traders," Working Papers 1133, Barcelona School of Economics.
    551. Zhang, Zhenhua & Zhang, Yunpeng & Wu, Huangbin & Song, Shunfeng & Pan, Yuxi & Feng, Yanchao, 2024. "Dual effects of automation on economy and environment: Evidence from A-share listed enterprises in China," China Economic Review, Elsevier, vol. 88(C).
    552. Lee, Chien-Chiang & Yan, Jingyang & Wang, Fuhao, 2024. "Impact of population aging on food security in the context of artificial intelligence: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
    553. Franziska Brall & Ramona Schmid, 2023. "Automation, robots and wage inequality in Germany: A decomposition analysis," LABOUR, CEIS, vol. 37(1), pages 33-95, March.
    554. Gries, Thomas & Naudé, Wim, 2021. "The Race of Man and Machine: Implications of Technology When Abilities and Demand Constraints Matter," IZA Discussion Papers 14341, Institute of Labor Economics (IZA).
    555. B. N. Kausik, 2023. "Cognitive Aging and Labor Share," Papers 2308.14982, arXiv.org, revised Jan 2024.
    556. Andreas Irmen, 2018. "Tasks, Technology, and Factor Prices in the Neoclassical Production Sector," DEM Discussion Paper Series 18-22, Department of Economics at the University of Luxembourg.
    557. Fang, Xubing & Liu, Maotao, 2024. "How does the digital transformation drive digital technology innovation of enterprises? Evidence from enterprise's digital patents," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
    558. Lu, Wenyi & Zhuang, Shilong & Fan, Siyuan, 2024. "Losing trust when pursuing development: How automation hindered political trust in China?," Journal of Economic Behavior & Organization, Elsevier, vol. 218(C), pages 406-422.
    559. Tiedtke, Julian, 2024. "Unveiling the Job-Creating and Destroying Effects of Automation through the Lense of Heterogeneity," VfS Annual Conference 2024 (Berlin): Upcoming Labor Market Challenges 302375, Verein für Socialpolitik / German Economic Association.
    560. Tan, Youchao & Liu, Xiumei & Sun, Hanwen & Zeng, Cheng(Colin), 2022. "Population ageing, labour market rigidity and corporate innovation: Evidence from China," Research Policy, Elsevier, vol. 51(2).
    561. Luo, Kang & Liu, Yaobin & Chen, Pei-Fen & Zeng, Mingli, 2022. "Assessing the impact of digital economy on green development efficiency in the Yangtze River Economic Belt," Energy Economics, Elsevier, vol. 112(C).
    562. Jasmine Mondolo, 2022. "The composite link between technological change and employment: A survey of the literature," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1027-1068, September.
    563. Pinar, Mehmet, 2024. "Convergence in renewable energy innovation and factors influencing convergence club formation," Renewable Energy, Elsevier, vol. 220(C).
    564. Hang, Leiming & Lu, Wei & Ge, Xiaowei & Ye, Bin & Zhao, Zhiqi & Cheng, Fangfang, 2024. "R&D innovation, industrial evolution and the labor skill structure in China manufacturing," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
    565. Patrinos,Harry Anthony, 2020. "The Learning Challenge in the 21st Century," Policy Research Working Paper Series 9214, The World Bank.
    566. Battisti, Michele & Gravina, Antonio Francesco, 2021. "Do robots complement or substitute for older workers?," Economics Letters, Elsevier, vol. 208(C).
    567. Gong, Qiguo & Chen, Guohui & Zhang, Wen & Wang, Hui, 2022. "The role of humans in flexible smart factories," International Journal of Production Economics, Elsevier, vol. 254(C).
    568. Li, Jianqiang & Shan, Yaowen & Tian, Gary & Hao, Xiangchao, 2020. "Labor cost, government intervention, and corporate innovation: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 64(C).
    569. Linus Mattauch & David Klenert & Joseph E. Stiglitz & Ottmar Edenhofer, 2018. "Overcoming Wealth Inequality by Capital Taxes that Finance Public Investment," NBER Working Papers 25126, National Bureau of Economic Research, Inc.
    570. Zhaozhong Zhang & Fangfang Deng, 2023. "How can artificial intelligence boost firms’ exports? evidence from China," PLOS ONE, Public Library of Science, vol. 18(8), pages 1-24, August.
    571. Robert Stehrer, 2024. "Neue Technologien und Löhne: Erste Analysen basierend auf österreichischen Mikrodaten," wiiw Research Reports in German language 27, The Vienna Institute for International Economic Studies, wiiw.
    572. Pan, Junyu & Cifuentes-Faura, Javier & Zhao, Xin & Liu, Xiaoqian, 2024. "Unlocking the impact of digital technology progress and entry dynamics on firm's total factor productivity in Chinese industries," Global Finance Journal, Elsevier, vol. 60(C).
    573. Ilzetzki, Ethan, 2025. "Guns and growth: The economic consequences of defense buildups," Kiel Report 2, Kiel Institute for the World Economy (IfW Kiel).
    574. Zhang, Linyan & Hu, Chunyu & Guo, Chuanyin & Wang, Jianguo, 2024. "Digital economy, technical change and total factor productivity: Empirical evidence from high-tech industry in China," Telecommunications Policy, Elsevier, vol. 48(9).
    575. Guiming Liao & Zheli Hu & Zhichen Yang & Qianlin Yin & Jiahui Chen, 2025. "The Perception of Policy Uncertainty and the Labor Income Share of Firms: Empirical Research Based on Double Machine Learning," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 46(2), pages 999-1011, March.
    576. Bence Márk Szeszák & István Gergely Kerékjártó & László Soltész & Péter Galambos, 2025. "Industrial Revolutions and Automation: Tracing Economic and Social Transformations of Manufacturing," Societies, MDPI, vol. 15(4), pages 1-31, March.
    577. Wenjing Bi & Yifei Li & Xiaotao Zhang & Tenglong Zhong, 2024. "Labor protection and enterprise digital transformation: A quasi‐natural experiment based on the enforcement of Social Insurance Law in China," Economics and Politics, Wiley Blackwell, vol. 36(2), pages 708-733, July.
    578. Ma, Shuzhong & Huang, Sishi & Wu, Peng, 2024. "Intelligent manufacturing and cross-border e-commerce export diversification," International Review of Economics & Finance, Elsevier, vol. 94(C).
    579. Qin Chen & Jinfeng Ge & Huaqing Xie & Xingcheng Xu & Yanqing Yang, 2023. "Large Language Models at Work in China's Labor Market," Papers 2308.08776, arXiv.org, revised May 2025.
    580. Shubhdeep Deb & Jan Eeckhout & Aseem Patel & Lawrence Warren, 2024. "Walras–Bowley Lecture: Market Power and Wage Inequality," Econometrica, Econometric Society, vol. 92(3), pages 603-636, May.
    581. Krzywdzinski, Martin, 2022. "Toward a Socioeconomic Company-Level Theory of Automation at Work," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 2(1), pages 1-1.
    582. Lihua Gu, 2021. "The Impact of Intelligent Manufacturing on Export Sophistication: Evidence from Industrial Robots," International Journal of Business and Management, Canadian Center of Science and Education, vol. 14(12), pages 183-183, July.
    583. Oscar Afonso & Rosa Forte, 2023. "How powerful are fiscal and monetary policies in a directed technical change model with humans and robots?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(3), pages 3008-3032, July.
    584. Antea Barišić & Mahdi Ghodsi & Michael Landesmann & Alireza Sabouniha & Robert Stehrer, 2024. "New Technologies, Migration and Labour Market Adjustment: An Intra-European Perspective," wiiw Policy Notes 77, The Vienna Institute for International Economic Studies, wiiw.
    585. Rob Davies & Dirk van Seventer, 2020. "Polarization in the South African labour market: Economy-wide scenarios," WIDER Working Paper Series wp-2020-121, World Institute for Development Economic Research (UNU-WIDER).
    586. Xue, Qihang & Wang, Huimin & Wei, Jian & Bai, Caiquan, 2024. "Does the digital economy improve female autonomy?," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 193-207.
    587. Burgi,Constantin & Shoghik Hovhannisyan & Camilo Mondragon Velez, 2024. "GDP-Employment Elasticities across Developing Economies," Policy Research Working Paper Series 10989, The World Bank.
    588. Pengfei Zhang, 2023. "Endogenous capital-augmenting R&D, intersectoral labor reallocation, and the movement of the labor share," Journal of Economics, Springer, vol. 140(1), pages 1-36, September.
    589. Cheng, Charles Fang Chin & Yuan, Qianqian & Hua, Cheng & Xu, Yunqing & Cantore, Nicola & Wang, Ke, 2023. "Global Inclusive and Sustainable Competitive Industrial Performance (ISCIP): An efficiency based spatio-temporal analysis for 139 countries," Applied Energy, Elsevier, vol. 333(C).
    590. Gangdong Peng & Minchun Han & Hankun Yuan, 2024. "Artificial Intelligence Drives the Coordinated Development of Green Finance and the Real Economy: Empirical Evidence from Chinese Provincial Level," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 10257-10295, September.
    591. Guo, Bingnan & Feng, Weizhe & Lin, Ji, 2024. "The impact of green finance on labor income share: Evidence from green finance reform and innovation pilot zone," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1347-1358.
    592. António Moniz & Marta Candeias & Nuno Boavida, 2022. "Changes in productivity and labour relations," Post-Print hal-04670873, HAL.
    593. Li, Chengyou & Zheng, Chunji & Liu, Mengxun & Wang, Zeru, 2024. "Digital economy spillover on energy saving and emission reduction: Evidence from China," Energy, Elsevier, vol. 308(C).
    594. Tyna Eloundou & Sam Manning & Pamela Mishkin & Daniel Rock, 2023. "GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models," Papers 2303.10130, arXiv.org, revised Aug 2023.
    595. Fange Meng & Xin Wen, 2024. "Quality of education, ageing and labor productivity," PLOS ONE, Public Library of Science, vol. 19(12), pages 1-16, December.
    596. Schneider, Florian, 2024. "Do robots boost productivity? A quantitative meta-study," MPRA Paper 123392, University Library of Munich, Germany.
    597. Guo, Lu & Xiao, Fang, 2024. "Digital economy, aging of the labor force, and employment transformation of migrant workers: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 787-807.
    598. Caselli, Francesco & Manning, Alan, 2019. "Robot arithmetic: new technology and wages," LSE Research Online Documents on Economics 87371, London School of Economics and Political Science, LSE Library.
    599. David Kunst, 2019. "Deskilling among Manufacturing Production Workers," Tinbergen Institute Discussion Papers 19-050/VI, Tinbergen Institute, revised 30 Dec 2020.
    600. Tan, Wenhao & Li, Xiang & Zhao, Jianfeng & Cao, Lin & Wang, Haolun, 2023. "Internal capital markets and employee wage: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 88(C).
    601. Gregor Singer, 2024. "Complementary Inputs and Industrial Development: Can Lower Electricity Prices Improve Energy Efficiency?," CESifo Working Paper Series 10944, CESifo.
    602. Tania Babina & Sabrina T. Howell, 2018. "Entrepreneurial Spillovers from Corporate R&D," NBER Working Papers 25360, National Bureau of Economic Research, Inc.
    603. Bustos, Emil, 2023. "The Effect of Centrally Bargained Wages on Firm Growth," Working Paper Series 1456, Research Institute of Industrial Economics.
    604. Satı, Zümrüt Ecevit, 2024. "Comparison of the criteria affecting the digital innovation performance of the European Union (EU) member and candidate countries with the entropy weight-TOPSIS method and investigation of its importa," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    605. Ohnsorge, Franziska Lieselotte & Rogerson,Richard & Xie, Zoe Leiyu, 2024. "Jobless Development," Policy Research Working Paper Series 10928, The World Bank.
    606. Abeliansky, Ana Lucia & Prettner, Klaus, 2023. "Automation and population growth: Theory and cross-country evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 208(C), pages 345-358.
    607. Xia, Lei & Han, Qingjiang & Yu, Shui, 2024. "Industrial intelligence and industrial structure change: Effect and mechanism," International Review of Economics & Finance, Elsevier, vol. 93(PA), pages 1494-1506.
    608. Ivanov, Boris, 2023. "Changes in Occupational Tasks and the Costs of Job Loss," VfS Annual Conference 2023 (Regensburg): Growth and the "sociale Frage" 277669, Verein für Socialpolitik / German Economic Association.
    609. Berrin Oktay Yilmaz & Adviye Damla Unlu, 2022. "Digital Transformation and The Future of Work and Women: The Case of The European Union," Journal of Social Policy Conferences, Istanbul University, Faculty of Economics, vol. 0(82), pages 337-356, June.
    610. Gasteiger, Emanuel & Prettner, Klaus, 2020. "Automation, stagnation, and the implications of a robot tax," ECON WPS - Working Papers in Economic Theory and Policy 02/2020, TU Wien, Institute of Statistics and Mathematical Methods in Economics, Economics Research Unit.
    611. Kim, Jae-Yoon & Lee, Dongwoo, 2024. "Pension systems revisited in the age of automation and an aging economy," Journal of Economic Behavior & Organization, Elsevier, vol. 228(C).
    612. Brall, Franziska & Schmid, Ramona, 2020. "Automation, robots and wage inequality in Germany: A decomposition analysis," Hohenheim Discussion Papers in Business, Economics and Social Sciences 14-2020, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    613. Niu, Meng & Wang, Zhenguo & Zhang, Yabin, 2022. "How information and communication technology drives (routine and non-routine) jobs: Structural path and decomposition analysis for China," Telecommunications Policy, Elsevier, vol. 46(1).
    614. Yue-Jun Zhang & Han Zhang & Rangan Gupta, 2023. "A new hybrid method with data-characteristic-driven analysis for artificial intelligence and robotics index return forecasting," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-23, December.
    615. Freeman, Richard B. & Yang, Buyuan & Zhang, Baitao, 2023. "Data deepening and nonbalanced economic growth," Journal of Macroeconomics, Elsevier, vol. 75(C).
    616. Dilip Mookherjee & Debraj Ray, 2021. "Online Appendix to "Growth, Automation and the Long-Run Share of Labor"," Online Appendices 21-148, Review of Economic Dynamics.
    617. Xu, Mo & Tao, Changqi & Zou, Xianya, 2024. "How do technology and institutional adaptability promote sustainable economic entrepreneurship and growth?," Journal of Business Research, Elsevier, vol. 172(C).
    618. Xin Du & Hengming Zhang & Yawen Han, 2022. "How Does New Infrastructure Investment Affect Economic Growth Quality? Empirical Evidence from China," Sustainability, MDPI, vol. 14(6), pages 1-30, March.
    619. Lee E. Ohanian & Musa Orak & Shihan Shen, 2021. "Revisiting Capital-Skill Complementarity, Inequality, and Labor Share," International Finance Discussion Papers 1319, Board of Governors of the Federal Reserve System (U.S.).
    620. Jin, Yi & Liu, Sinuo & Sun, Yongping & Fang, Jie, 2024. "Energy transition and housing market bubbles: Evidence from prefecture cities in China," Energy Economics, Elsevier, vol. 133(C).
    621. Nils Grashof & Alexander Kopka, 2023. "Widening or closing the gap? The relationship between artificial intelligence, firm-level productivity and regional clusters," Bremen Papers on Economics & Innovation 2304, University of Bremen, Faculty of Business Studies and Economics.
    622. Anderton, Robert & Jarvis, Valerie & Labhard, Vincent & Morgan, Julian & Petroulakis, Filippos & Vivian, Lara, 2020. "Virtually everywhere? Digitalisation and the euro area and EU economies," Occasional Paper Series 244, European Central Bank.
    623. Arthur Jacobs, 2024. "The Pasinetti theorem in a task‐based model of automation," Metroeconomica, Wiley Blackwell, vol. 75(3), pages 306-325, July.
    624. Parteka, Aleksandra & Kordalska, Aleksandra, 2023. "Artificial intelligence and productivity: global evidence from AI patent and bibliometric data," Technovation, Elsevier, vol. 125(C).
    625. Da Gao & Linfang Tan & Yue Chen, 2025. "Smarter is greener: can intelligent manufacturing improve enterprises’ ESG performance?," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-12, December.
    626. Yu, Fan & Zheng, Shilin & Zheng, Shuhong & Guo, Chenhao, 2024. "Does carbon ETS affect the distribution of labor's slice of the factor income pie? From the low carbon transition perspective," Energy Economics, Elsevier, vol. 134(C).
    627. Egana-delSol, Pablo & Cruz, Gabriel & Micco, Alejandro, 2022. "COVID-19 and automation in a developing economy: Evidence from Chile," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    628. Yugang He, 2024. "Artificial intelligence and religious freedom: divergent paths converging on economic expansion," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-12, December.
    629. Li Wang & Hongyu Yang, 2024. "Digital technology innovation and corporate ESG performance: evidence from China," Economic Change and Restructuring, Springer, vol. 57(6), pages 1-32, December.
    630. Ajay Agrawal & John McHale & Alexander Oettl, 2023. "Superhuman science: How artificial intelligence may impact innovation," Journal of Evolutionary Economics, Springer, vol. 33(5), pages 1473-1517, November.
    631. Lee, Chien-Chiang & Yan, Jingyang, 2024. "Will artificial intelligence make energy cleaner? Evidence of nonlinearity," Applied Energy, Elsevier, vol. 363(C).
    632. Pang, Ziyun, 2022. "A Note on Economic Growth and Labor Automation," MPRA Paper 112457, University Library of Munich, Germany.
    633. Ana L. ABELIANSKY & Eda ALGUR & David E. BLOOM & Klaus PRETTNER, 2020. "The future of work: Meeting the global challenges of demographic change and automation," International Labour Review, International Labour Organization, vol. 159(3), pages 285-306, September.
    634. Antonio Estache & Renaud Foucart, 2018. "On the Political Economy of Industrial, Labor and Social Reforms as Complements," Working Papers ECARES 2018-13, ULB -- Universite Libre de Bruxelles.
    635. Innocenti, Stefania & Golin, Marta, 2022. "Human capital investment and perceived automation risks: Evidence from 16 countries," Journal of Economic Behavior & Organization, Elsevier, vol. 195(C), pages 27-41.
    636. FU, Yunyun & SHEN, Yongchang & SONG, Malin & WANG, Weiyu, 2024. "Does artificial intelligence reduce corporate energy consumption? New evidence from China," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 548-561.
    637. Emmens, Joseph & Hutschenreiter, Dennis & Manfredonia, Stefano & Noth, Felix & Santini, Tommaso, 2024. "From shares to machines: How common ownership drives automation," IWH Discussion Papers 23/2024, Halle Institute for Economic Research (IWH).
    638. Dazhong Cheng & Zhiguo Xiao, 2021. "Producer Services and Productivity: A Global Value Chain Perspective," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 67(2), pages 418-444, June.
    639. Lerche, Adrian, 2022. "Investment Tax Credits and the Response of Firms," IZA Discussion Papers 15668, Institute of Labor Economics (IZA).
    640. Jingyi Qin & Qingyu Xu, 2024. "The Impact of the Digital Economy on Population Dividends in China: Based on the Dual Perspective of Quantity and Quality," Sustainability, MDPI, vol. 16(10), pages 1-23, May.
    641. Rajat Kathuria & Aakash Dev, 2024. "Technological Advancement and Employment Changes: Recent Trends in the Indian Economy," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 67(3), pages 637-660, September.
    642. Ke An & Yike Shan & Sheng Shi, 2022. "Impact of Industrial Intelligence on Total Factor Productivity," Sustainability, MDPI, vol. 14(21), pages 1-21, November.
    643. Wan, Qunchao & Tang, Shiyi & Jiang, Zhenwu, 2023. "Does the development of digital technology contribute to the innovation performance of China's high-tech industry？," Technovation, Elsevier, vol. 124(C).
    644. Ciaffi, Giovanna & Deleidi, Matteo & Di Bucchianico, Stefano, 2024. "Stagnation despite ongoing innovation: Is R&D expenditure composition a missing link? An empirical analysis for the US (1948–2019)," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
    645. Joachim Hubmer, 2023. "The Race Between Preferences and Technology," Econometrica, Econometric Society, vol. 91(1), pages 227-261, January.
    646. Luis R. Diaz Pavez & Inmaculada Martinez-Zarzoso, 2023. "The impact of local and foreign automation on labor market outcomes in emerging countries," Working Papers 2023.01, International Network for Economic Research - INFER.
    647. Kanupriya, 2021. "Digitalization and the Indian Textiles Sector: A Critical Analysis," FIIB Business Review, , vol. 10(3), pages 196-201, September.
    648. Cusolito,Ana Paula & Lederman,Daniel & Pena,Jorge O., 2020. "The Effects of Digital-Technology Adoption on Productivity and Factor Demand : Firm-level Evidence from Developing Countries," Policy Research Working Paper Series 9333, The World Bank.
    649. Jose-Ignacio Anton & David Klenert & Enrique Fernandez-Macias & Maria Cesira Urzi Brancati & Georgios Alaveras, 2020. "The labour market impact of robotisation in Europe," JRC Working Papers on Labour, Education and Technology 2020-06, Joint Research Centre.
    650. Lan, Yuan & Xian, Jinkun & Bai, Nannan, 2024. "Digital technology adoption and investment sensitivity to stock price," Economics Letters, Elsevier, vol. 243(C).
    651. Mao Wu & Ying Ma & Yu Gao & Zhanhui Ji, 2024. "The impact of digital economy on income inequality from the perspective of technological progress-biased transformation: evidence from China," Empirical Economics, Springer, vol. 67(2), pages 567-607, August.
    652. Taehwan Kim, 2022. "Changing Market Structure and Evolving Ways to Compete: Evidence from Retail Gasoline," The Energy Journal, , vol. 43(6), pages 147-168, November.
    653. Hildegunn Kyvik Nordås, 2020. "Make or Buy: Offshoring of Services Functions in Manufacturing," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 57(2), pages 351-378, September.
    654. Daron Acemoglu & Pascual Restrepo, 2022. "Tasks, Automation, and the Rise in U.S. Wage Inequality," Econometrica, Econometric Society, vol. 90(5), pages 1973-2016, September.
    655. Davide Fantino & Sara Formai & Alessandro Mistretta, 2021. "Firm characteristics and potential output: a growth accounting approach," Questioni di Economia e Finanza (Occasional Papers) 616, Bank of Italy, Economic Research and International Relations Area.
    656. Liu, Xukang & Ma, Chaoqun & Ren, Yi-Shuai, 2024. "How AI powers ESG performance in China's digital frontier?," Finance Research Letters, Elsevier, vol. 70(C).
    657. Wanying Rao & Pingfeng Liu, 2024. "Can Digital Innovation Improve Green Total Factor Productivity: Evidence from Digital Patents of China," Sustainability, MDPI, vol. 16(10), pages 1-21, May.
    658. Wenxiao Wang & Christopher Findlay & Shandre Thangavelu, 2021. "Trade, technology, and the labour market: impacts on wage inequality within countries," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 35(1), pages 19-35, May.
    659. Youngsoon Kwon & Myungkyu Shim & Hee-Seung Yang, 2024. "Pandemic Work Mode and Automation: Evidence from South Korea," Working papers 2024rwp-236, Yonsei University, Yonsei Economics Research Institute.
    660. Chen, Yang & Cheng, Liang & Lee, Chien-Chiang, 2022. "How does the use of industrial robots affect the ecological footprint? International evidence," Ecological Economics, Elsevier, vol. 198(C).
    661. Li, Hebo & Liu, Yulin & Lu, Zhuocheng, 2024. "Can digital factor participation create opportunities for “rags to riches”? Based on the perspective of intergenerational income mobility," International Review of Economics & Finance, Elsevier, vol. 96(PC).
    662. Guoge Yang & Feng Deng & Yifei Wang & Xianhong Xiang, 2022. "Digital Paradox: Platform Economy and High-Quality Economic Development—New Evidence from Provincial Panel Data in China," Sustainability, MDPI, vol. 14(4), pages 1-26, February.
    663. Lu, Jing & Xiao, Qinglan & Wang, Taoxuan, 2023. "Does the digital economy generate a gender dividend for female employment? Evidence from China," Telecommunications Policy, Elsevier, vol. 47(6).
    664. Zhou, Qin & Cheng, Changgao & Fang, Zhou & Zhang, Hengquan & Xu, Yining, 2024. "How does the development of the digital economy affect innovation output? Exploring mechanisms from the perspective of regional innovation systems," Structural Change and Economic Dynamics, Elsevier, vol. 70(C), pages 1-17.
    665. Huaping Guan & Binhua Guo & Jianwu Zhang, 2022. "Study on the Impact of the Digital Economy on the Upgrading of Industrial Structures—Empirical Analysis Based on Cities in China," Sustainability, MDPI, vol. 14(18), pages 1-18, September.
    666. Maria Vagliasindi & Nisan Gorgulu, 2025. "Disentangling the Key Economic Channels through Which Infrastructure Affects Jobs," Policy Research Working Paper Series 11096, The World Bank.
    667. Azar, José & Alekseeva, Liudmila & Gine, Mireia & Samila, Sampsa & Taska, Bledi, 2020. "The Demand for AI Skills in the Labor Market," CEPR Discussion Papers 14320, C.E.P.R. Discussion Papers.
    668. Senhua Huang & Feng Han & Lingming Chen, 2023. "Can the Digital Economy Promote the Upgrading of Urban Environmental Quality?," IJERPH, MDPI, vol. 20(3), pages 1-21, January.
    669. Stefana Matović & Dunja Demirović Bajrami & Tamara Gajić & Milica Lakić & Darko Martinov & Srđan Šuput & Adriana Radosavac & Ružica Đervida, 2024. "Beyond Numbers: Challenges in Measuring SDG4 Targets—Serbia’s Perspective," Sustainability, MDPI, vol. 16(22), pages 1-24, November.
    670. Du, Longzheng & Lin, Weifen, 2022. "Does the application of industrial robots overcome the Solow paradox? Evidence from China," Technology in Society, Elsevier, vol. 68(C).
    671. Liu, Xiaoqian & Cifuentes-Faura, Javier & Yang, Xiaodong & Pan, Junyu, 2025. "The green innovation effect of industrial robot applications: Evidence from Chinese manufacturing companies," Technological Forecasting and Social Change, Elsevier, vol. 210(C).
    672. Hamid Etemad, 2024. "Challenges of smaller entrepreneurial enterprises aiming to generate higher values by adopting artificial intelligence (AI) and competing in the rapidly evolving AI industry," Journal of International Entrepreneurship, Springer, vol. 22(3), pages 269-287, September.
    673. Laura A Harvey & James Rockey, 2020. "The declining fortunes of (most) American workers," University of East Anglia School of Economics Working Paper Series 2020-04, School of Economics, University of East Anglia, Norwich, UK..
    674. Goos, Maarten & Rademakers, Emilie & Röttger, Ronja, 2021. "Routine-Biased technical change: Individual-Level evidence from a plant closure," Research Policy, Elsevier, vol. 50(7).
    675. Antonio Cutanda, 2022. "The elasticity of substitution and labor-saving innovations in the Spanish regions," Estudios de Economia, University of Chile, Department of Economics, vol. 49(2 Year 20), pages 123-144, December.
    676. Sachin Sharma & Vijay Kumar & Babloo Jakhar, 2024. "The End of History? Envisioning the Economy at Technological Singularity," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 2, pages 53-63.
    677. Consolo, Agostino & Cette, Gilbert & Bergeaud, Antonin & Labhard, Vincent & Osbat, Chiara & Kosekova, Stanimira & Anyfantaki, Sofia & Basso, Gaetano & Basso, Henrique & Bobeica, Elena & Ciapanna, Eman, 2021. "Digitalisation: channels, impacts and implications for monetary policy in the euro area," Occasional Paper Series 266, European Central Bank.
    678. Arvai, Kai & Mann, Katja, 2022. "Consumption Inequality in the Digital Age," VfS Annual Conference 2022 (Basel): Big Data in Economics 264001, Verein für Socialpolitik / German Economic Association.
    679. Huanan Liu & Yan Wang & Zhoufu Yan, 2024. "Artificial Intelligence and Food Processing Firms Productivity: Evidence from China," Sustainability, MDPI, vol. 16(14), pages 1-18, July.
    680. Anderton, Robert & Botelho, Vasco & Reimers, Paul, 2023. "Digitalisation and productivity: gamechanger or sideshow?," Working Paper Series 2794, European Central Bank.
    681. Hong Wu & Xuewei Wen, 2025. "Research on the Efficiency and Synergistic Effect of Industrial Green Innovation Development in the Beijing–Tianjin–Hebei Urban Agglomeration," Sustainability, MDPI, vol. 17(3), pages 1-28, February.
    682. Jaumandreu, Jordi & Doraszelski, Ulrich, 2019. "Using Cost Minimization to Estimate Markups," CEPR Discussion Papers 14114, C.E.P.R. Discussion Papers.
    683. Rodrigo Adão & Martin Beraja & Nitya Pandalai-Nayar, 2020. "Technological Transitions with Skill Heterogeneity Across Generations," NBER Working Papers 26625, National Bureau of Economic Research, Inc.
    684. Ruizhi Liu & Mengwei Hou & Ruifeng Jing & Alexandra Bauer & Mark Wu, 2024. "The Impact of National Big Data Pilot Zones on the Persistence of Green Innovation: A Moderating Perspective Based on Green Finance," Sustainability, MDPI, vol. 16(21), pages 1-28, November.
    685. Michele Fornino & Andrea Manera, 2022. "Automation and the Future of Work: Assessing the Role of Labor Flexibility," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 45, pages 282-321, July.
    686. Jian Song, 2024. "Environmental pollution, manufacturing cost disease and structural change," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(8), pages 21169-21195, August.
    687. Wacks, Johannes, 2021. "Labor Market Polarization with Hand-to-Mouth Households," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242391, Verein für Socialpolitik / German Economic Association.
    688. Sharon Belenzon & Victor Manuel Bennett & Andrea Patacconi, 2019. "Flexible Production and Entry: Institutional, Technological, and Organizational Determinants," NBER Working Papers 25659, National Bureau of Economic Research, Inc.
    689. Jacob A. Kerspien & Jakob B. Madsen, 2024. "Markups, Tobin's q, and the Increasing Capital Share," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 56(2-3), pages 569-587, March.
    690. Enzo Valentini & Fabiano Compagnucci & Mauro Gallegati & Andrea Gentili, 2023. "Robotization, employment, and income: regional asymmetries and long-run policies in the Euro area," Journal of Evolutionary Economics, Springer, vol. 33(3), pages 737-771, July.
    691. Yvonne Giesing, 2023. "The Impact of Technological Change on Immigration and Immigrants," CESifo Working Paper Series 10876, CESifo.
    692. Wei Tu & Wei-Chiao Huang & Nianzhai Ma & Juan He, 2025. "Mixed ownership reform and digitalisation," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-13, December.
    693. Lipowski, Cäcilia, 2024. "No teens, no tech: How shortages of young workers hinder firm technology investments," ZEW Discussion Papers 24-062, ZEW - Leibniz Centre for European Economic Research.
    694. Juan Jacobo, 2023. "There is power in general equilibrium," Papers 2309.00909, arXiv.org.
    695. Siliang Guo & Yanhua Diao & Junliang Du, 2022. "Coupling Coordination Measurement and Evaluation of Urban Digitalization and Green Development in China," IJERPH, MDPI, vol. 19(22), pages 1-32, November.
    696. Ozgun, Burcu & Broekel, Tom, 2021. "The geography of innovation and technology news - An empirical study of the German news media," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    697. Jiaqi Liu & Yiyang Cheng & Yamei Fu & Fei Xue, 2024. "The Impact of Digital Economy on TFP of Industries: Empirical Analysis Based on the Extension of Schumpeterian Model to Complex Economic Systems," Mathematics, MDPI, vol. 12(17), pages 1-24, August.
    698. Ming Chen & Xin Tan & Jianhua Zhu & Rebecca Kechen Dong, 2025. "Can supply chain digital innovation policy improve the sustainable development performance of manufacturing companies?," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-15, December.
    699. Zhong Ren & Jie Zhang, 2023. "Digital Economy, Clean Energy Consumption, and High-Quality Economic Development: The Case of China," Sustainability, MDPI, vol. 15(18), pages 1-24, September.
    700. Li, Huanjie & Zhang, Yuan & Li, Yan, 2024. "The impact of the digital economy on the total factor productivity of manufacturing firms: Empirical evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 207(C).
    701. Kyvik Nordås, Hildegunn & Klügl, Franziska, 2020. "Drivers of automation and consequences for jobs in engineering services: an agent-based modelling approach," Working Papers 2020:16, Örebro University, School of Business.
    702. Jean-Philippe Deranty & Thomas Corbin, 2022. "Artificial Intelligence and work: a critical review of recent research from the social sciences," Papers 2204.00419, arXiv.org.
    703. Kónya, István & Krekó, Judit & Oblath, Gábor, 2020. "Labor shares in the old and new EU member states - Sectoral effects and the role of relative prices," Economic Modelling, Elsevier, vol. 90(C), pages 254-272.
    704. Gregory Casey & Gregory P. Casey, 2024. "Unemployment and the Direction of Technical Change," CESifo Working Paper Series 11214, CESifo.
    705. Kinga Hat & Gernot Stoeglehner, 2020. "Spatial Dimension of the Employment Market Exposition to Digitalisation—The Case of Austria," Sustainability, MDPI, vol. 12(5), pages 1-29, March.
    706. Ranaldi, Marco, 2024. "Compositional Inequality: Measurement, Stylized Facts, and Normative Aspects," SocArXiv 75ghp, Center for Open Science.
    707. Ida Merete Enholm & Emmanouil Papagiannidis & Patrick Mikalef & John Krogstie, 2022. "Artificial Intelligence and Business Value: a Literature Review," Information Systems Frontiers, Springer, vol. 24(5), pages 1709-1734, October.
    708. Changyong Yang & Jianyuan Huang & Man Jiao & Qi Yang, 2024. "The Effects of Urbanization on Urban Land Green Use Efficiency of Yangtze River Delta Urban Agglomeration: Mechanism from the Technological Innovation," Sustainability, MDPI, vol. 16(7), pages 1-19, March.
    709. Julius Tan Gonzales, 2023. "Implications of AI innovation on economic growth: a panel data study," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 12(1), pages 1-37, December.
    710. Mao, Qilin & Guo, Chongyang, 2025. "Industrial robots, supply chain spillover effect and firm employment: Evidence from China," Journal of Economic Behavior & Organization, Elsevier, vol. 229(C).
    711. Afonso, Oscar & Pinho, Mafalda, 2022. "How to reverse a negative asymmetric labor productivity shock in the European Union? A directed technical change analysis with fiscal and monetary policies," Mathematical Social Sciences, Elsevier, vol. 116(C), pages 47-67.
    712. Alvarelhão, Ana & Resende, Joana & Carneiro, Anabela, 2024. "Employment and wage dynamics in the electricity sector: Evidence from Portugal 2002–2020," Energy Economics, Elsevier, vol. 130(C).
    713. Nai-Chun Wang & Deng-Kui Si & Chun-Feng Dong, 2022. "Social Insurance Burden and Corporate Environmental Performance: Evidence from China," Sustainability, MDPI, vol. 14(19), pages 1-22, September.
    714. Klarl, Torben, 2022. "Fragile robots, economic growth and convergence," Economic Modelling, Elsevier, vol. 112(C).
    715. Andreas Baur & Lisandra Flach & Isabella Gourevich & Florian Unger, 2023. "North-South Trade: The Impact of Robotization," CESifo Working Paper Series 10865, CESifo.
    716. Sugata Marjit & Reza Oladi, 2021. "Vertical Specialization, International Task Fragmentation, and Convergence," CESifo Working Paper Series 9406, CESifo.
    717. Jacob, Tinu Iype & Paul, Sunil, 2024. "Labour income share, market power and automation: Evidence from an emerging economy," Structural Change and Economic Dynamics, Elsevier, vol. 69(C), pages 37-45.
    718. Rude, Britta & Giesing, Yvonne, 2022. "Technological Change and Immigration - A Race for Talent or of Displaced Workers," VfS Annual Conference 2022 (Basel): Big Data in Economics 264093, Verein für Socialpolitik / German Economic Association.
    719. Laurențiu-Stelian Mihai & Laura Vasilescu & Cătălina Sitnikov & Anca Băndoi & Leonardo-Geo Mănescu & Lucian Mandache, 2024. "A Study Regarding the Relationship between Carbon Emissions, Energy Consumption, and Economic Development in the Context of the Energy Growth Nexus," Energies, MDPI, vol. 17(17), pages 1-38, September.
    720. Jeff Borland & Michael Coelli, 2023. "The Australian labour market and IT-enabled technological change," Melbourne Institute Working Paper Series wp2023n01, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    721. Daniele Angelini & Stefan Niemann & Florian Roeser, 2024. "Fiscal policy and human capital in the race against the machine," Working Paper Series of the Department of Economics, University of Konstanz 2024-01, Department of Economics, University of Konstanz.
    722. Benjamin K. Couillard & Christopher L. Foote, 2019. "Recent Employment Growth in Cities, Suburbs, and Rural Communities," Working Papers 19-20, Federal Reserve Bank of Boston.
    723. Giovanni Dosi & Marcelo C. Pereira & Andrea Roventini & Maria Enrica Virgillito, 2022. "A complexity view on the future of work. Meta-modelling exploration of the multi-sector K+S agent based model," LEM Papers Series 2022/22, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    724. Lilac Nachum & Peter J. Buckley, 2023. "Spatial and temporal distances in a virtual global world: Lessons from the COVID-19 pandemic," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 54(6), pages 1121-1133, August.
    725. Heyman, Fredrik & Norbäck, Pehr-Johan & Persson, Lars, 2021. "Automation, Work and Productivity: The Role of Firm Heterogeneity," Working Paper Series 1382, Research Institute of Industrial Economics, revised 09 Mar 2023.
    726. Ylenia Curci & Nathalie Greenan & Silvia Napolitano, 2024. "Innovating for the good or for the bad. An EU-wide analysis of the impact of technological transformation on job polarisation and unemployment," TEPP Working Paper 2024-02, TEPP.
    727. Jing Wang & Zhanggong Tian & Yi Sun, 2024. "Digital Economy, Employment Structure and Labor Share," Sustainability, MDPI, vol. 16(21), pages 1-16, November.
    728. Canepa, Alessandra, "undated". "Two Decades On: Assessing the Impact of the Copenhagen Criteria on Environmental Performance in the 2004 EU Accession Countries," Department of Economics and Statistics Cognetti de Martiis. Working Papers 202501, University of Turin.
    729. Zhang, Dongyang, 2024. "The pathway to curb greenwashing in sustainable growth: The role of artificial intelligence," Energy Economics, Elsevier, vol. 133(C).
    730. Qiao Wen, 2022. "Trends in College–High School Wage Differentials in China: The Role of Cohort-Specific Labor Supply Shift," Sustainability, MDPI, vol. 14(24), pages 1-23, December.
    731. Guillaume Bazot & David Guerreiro, 2025. "A decomposition of the labor share decline in the US business sector," AMSE Working Papers 2503, Aix-Marseille School of Economics, France.
    732. Nakamura, Hideki, 2023. "Difficulties in finding middle-skilled jobs under increased automation," Macroeconomic Dynamics, Cambridge University Press, vol. 27(5), pages 1179-1201, July.
    733. Chen, Kaiming & Chen, Xiaoqian & Wang, Zhan-ao & Zvarych, Roman, 2024. "Does artificial intelligence promote common prosperity within enterprises? —Evidence from Chinese-listed companies in the service industry," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    734. Qingyang Wu, 2023. "Sustainable growth through industrial robot diffusion: Quasi‐experimental evidence from a Bartik shift‐share design," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 31(4), pages 1107-1133, October.
    735. Bochao Zhang & Wanhao Dong & Jin Yao & Xiaolong Cheng, 2023. "Digital Economy, Factor Allocation Efficiency of Dual-Economy and Urban-Rural Income Gap," Sustainability, MDPI, vol. 15(18), pages 1-30, September.
    736. Chang, Qing & Wu, Mengtao & Zhang, Longtian, 2024. "Endogenous growth and human capital accumulation in a data economy," Structural Change and Economic Dynamics, Elsevier, vol. 69(C), pages 298-312.
    737. Campos, Nauro F. & De Grauwe, Paul & Ji, Yuemei, 2025. "Structural reforms and economic performance: the experience of advanced economies," LSE Research Online Documents on Economics 120870, London School of Economics and Political Science, LSE Library.
    738. Hui Tian & Jiaqi Qin & Chaoyin Cheng & Sohail Ahmad Javeed & Tiansi Chu, 2024. "Towards low‐carbon sustainable development under Industry 4.0: The influence of industrial intelligence on China's carbon mitigation," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(1), pages 455-480, February.
    739. Samwer, Julia & Chen, Chinchih, 2020. "How labor market institutions affect technological choices," ILE Working Paper Series 42, University of Hamburg, Institute of Law and Economics.
    740. Mehdi Senouci & Hugo Mauron, 2020. "A new model of technical change and an application to the Solow model," Working Papers hal-02919860, HAL.
    741. Giacomo Damioli & Vincent Van Roy & Daniel Vertesy, 2021. "The impact of artificial intelligence on labor productivity," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 11(1), pages 1-25, March.
    742. Li, Minghuan & Jiang, Anxuan & Ma, Jianteng, 2023. "Digital transformation and income inequality within enterprises – Evidence from listed companies in China," Pacific-Basin Finance Journal, Elsevier, vol. 81(C).
    743. Zhang, Yinjunjie & Xu, Zhicheng & Palma, Marco, 2018. "Conveniently Dependent or Naively Overconfident? An Experimental Study on the Reaction to External Help," MPRA Paper 93899, University Library of Munich, Germany.
    744. Łukasz Arendt & Eugeniusz Kwiatkowski, 2023. "Kontrowersje wokół wpływu nowoczesnych technologii na zatrudnienie i bezrobocie," Ekonomista, Polskie Towarzystwo Ekonomiczne, issue 2, pages 195-216.
    745. Fernández, Cristina & Suecún, Cecilia, 2023. "Automation of the labor force and informality with focus on the Colombian case," Informes de Investigación 21023, Fedesarrollo.
    746. Sutherland, Andrew G., 2020. "Technology is changing lending: Implications for research," Journal of Accounting and Economics, Elsevier, vol. 70(2).
    747. Sáenz, Luis Felipe, 2022. "Time-varying capital intensities and the hump-shaped evolution of economic activity in manufacturing," Journal of Macroeconomics, Elsevier, vol. 73(C).
    748. Giovanni Gallipoli & Christos A. Makridis, 2017. "Structural Transformation and the Rise of Information Technology," Working Paper series 17-30, Rimini Centre for Economic Analysis.
    749. Steven Brakman & Harry Garretsen & Arjen Witteloostuijn, 2021. "Robots do not get the coronavirus: The COVID-19 pandemic and the international division of labor," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 52(6), pages 1215-1224, August.
    750. Ugur, Mehmet, 2024. "Effects of innovation and markups on employment and labour share in OECD industries," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 221-234.
    751. Patrick Mellacher & Timon Scheuer, 2021. "Wage Inequality, Labor Market Polarization and Skill-Biased Technological Change: An Evolutionary (Agent-Based) Approach," Computational Economics, Springer;Society for Computational Economics, vol. 58(2), pages 233-278, August.
    752. Chaonan Feng & Qinfan Gan & Hao Li, 2024. "New Infrastructure Construction and Coordinated Development of the Regional Economy: The Empirical Evidence from the Yangtze River Delta Region in China," Sustainability, MDPI, vol. 16(24), pages 1-27, December.
    753. Bussink, Henri & ter Weel, Bas, 2022. "Costs and Benefits of an Individual Learning Account (ILA): A Simulation Analysis for the Netherlands," IZA Discussion Papers 15649, Institute of Labor Economics (IZA).
    754. Hanno Lorenz & Fabian Stephany & Jan Kluge, 2023. "The future of employment revisited: how model selection affects digitization risks," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 50(2), pages 323-350, May.
    755. Long, Guoren & Duan, Dingyun & Wang, Hua & Chen, Shaojian, 2024. "The impact of industrial robots on low-carbon green performance: Evidence from the belt and road initiative countries," Technology in Society, Elsevier, vol. 79(C).
    756. Evangelos Katsamakas & J. Manuel Sanchez-Cartas, 2024. "Generative Artificial Intelligence, Content Creation, and Platforms," Journal of Industry, Competition and Trade, Springer, vol. 24(1), pages 1-20, December.
    757. Kohei Okada, 2020. "Dynamic Analysis of Education, Automation, and Economic Growth," Discussion Papers in Economics and Business 20-09, Osaka University, Graduate School of Economics.
    758. Smaldino, Paul E. & Russell, Adam & Zefferman, Matthew & Donath, Judith & Foster, Jacob & Guilbeault, Douglas & Hilbert, Martin & Hobson, Elizabeth A. & Lerman, Kristina & Miton, Helena, 2024. "Information Architectures: A Framework for Understanding Socio-Technical Systems," SocArXiv c7vrw, Center for Open Science.
    759. Azio Barani, 2021. "Innovazione tecnologica e lavoro: automazione, occupazione e impatti socio-economici," QUADERNI DI ECONOMIA DEL LAVORO, FrancoAngeli Editore, vol. 0(114), pages 51-79.
    760. Yali Liu & Zhi Li & Haonan Chen & Xiaoning Cui, 2024. "Impact of Big Data on Carbon Emissions: Empirical Evidence from China’s National Big Data Comprehensive Pilot Zone," Sustainability, MDPI, vol. 16(19), pages 1-23, September.
    761. A.V. Popov & T.S. Soloveva, 2021. "The Present and Future of the Employment Paradigm in the Context of Global Changes," Journal of Applied Economic Research, Graduate School of Economics and Management, Ural Federal University, vol. 20(2), pages 327-355.
    762. Kehrig, Matthias, 2018. "Comment on “Computerizing industries and routinizing jobs: Explaining trends in aggregate productivity” by Sangmin Aum, Sang Yoon (Tim) Lee and Yongseok Shin," Journal of Monetary Economics, Elsevier, vol. 97(C), pages 22-28.
    763. Turja, Tuuli & Särkikoski, Tuomo & Koistinen, Pertti & Melin, Harri, 2022. "Basic human needs and robotization: How to make deployment of robots worthwhile for everyone?," Technology in Society, Elsevier, vol. 68(C).
    764. Del Bono, Emilia & Etheridge, Ben & Garcia, Paul, 2024. "The economic value of childhood socio-emotional skills," ISER Working Paper Series 2024-01, Institute for Social and Economic Research.
    765. Wenyi Lu & Siyuan Fan, 2024. "Drinking in despair: Unintended consequences of automation in China," Health Economics, John Wiley & Sons, Ltd., vol. 33(9), pages 2088-2104, September.
    766. Sebastian Goldmann & Michael Knörzer, 2023. "Technology advancement propels work productivity: Empirical efficiency potential determination in marketing and sales," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(4), pages 1962-1977, June.
    767. Pakasa Bary & Pandu Kuntoaji & Dwi Febby Multiretno & IGP Wira Kusuma, 2025. "Potential Implications Of The Pandemic On Medium Term Productivity," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 28(1), pages 57-84, April.
    768. Avi Goldfarb, 2024. "Pause artificial intelligence research? Understanding AI policy challenges," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 57(2), pages 363-377, May.
    769. Samartzidis, Lasare & Mundt, Philipp & Schulz-Gebhard, Jan, 2024. "Input specificity and labor's bargaining power: A production tree approach to functional income distribution," BERG Working Paper Series 198, Bamberg University, Bamberg Economic Research Group.
    770. Tian, Meng & Chen, Yang & Tian, Guanghao & Huang, Wei & Hu, Chuan, 2023. "The role of digital transformation practices in the operations improvement in manufacturing firms: A practice-based view," International Journal of Production Economics, Elsevier, vol. 262(C).
    771. Shohei Momoda & Takayuki Ogawa & Ryosuke Shimizu, 2024. "Automation and Growth Patterns in an Open Economy," KIER Working Papers 1109, Kyoto University, Institute of Economic Research.
    772. Yining Zhang & Zhong Wu, 2021. "Intelligence and Green Total Factor Productivity Based on China’s Province-Level Manufacturing Data," Sustainability, MDPI, vol. 13(9), pages 1-16, April.
    773. Jacques Bughin & Nicolas van Zeebroeck, 2024. "Strategic Renewal and Corporate Return of Digital Transformation," Working Papers TIMES² 2024-071, ULB -- Universite Libre de Bruxelles.
    774. Li, Bing & Liu, Chang & Sun, Stephen Teng, 2021. "Do corporate income tax cuts decrease labor share? Regression discontinuity evidence from China," Journal of Development Economics, Elsevier, vol. 150(C).
    775. Fang, Zhen & Razzaq, Asif & Mohsin, Muhammad & Irfan, Muhammad, 2022. "Spatial spillovers and threshold effects of internet development and entrepreneurship on green innovation efficiency in China," Technology in Society, Elsevier, vol. 68(C).
    776. Aikaterini Manthiou & Phil Klaus & Volker G. Kuppelwieser & William Reeves, 2021. "Man vs machine: examining the three themes of service robotics in tourism and hospitality," Electronic Markets, Springer;IIM University of St. Gallen, vol. 31(3), pages 511-527, September.
    777. Lin, Changqing & Xiao, Shengpeng & Yin, Zihui, 2022. "How do industrial robots applications affect the quality upgrade of Chinese export trade?," Telecommunications Policy, Elsevier, vol. 46(10).
    778. Nicolas van Zeebroeck, 2019. "Actes du 23ème Congrès des Economistes: Commission Digitalisation, Robots et Emploi," ULB Institutional Repository 2013/305429, ULB -- Universite Libre de Bruxelles.
    779. Schwarzbauer, Wolfgang & Strohner, Ludwig & Thomas, Tobias, 2018. "Roboter: Auswirkungen auf den Arbeitsmarkt sowie wirtschafts- und sozialpolitische Implikationen," Policy Notes 24, EcoAustria – Institute for Economic Research.
    780. Peng Liang & Xinhui Sun & Luzhuang Qi, 2024. "Does artificial intelligence technology enhance green transformation of enterprises: based on green innovation perspective," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(8), pages 21651-21687, August.
    781. Kren, Janez & O'Toole, Conor, 2024. "What drives SME investment in digitalisation? Micro-data evidence for Ireland," Papers WP777, Economic and Social Research Institute (ESRI).
    782. Evangelos Katsamakas & Oleg V. Pavlov & Ryan Saklad, 2024. "Artificial Intelligence and the Transformation of Higher Education Institutions: A Systems Approach," Sustainability, MDPI, vol. 16(14), pages 1-21, July.
    783. Zhixin Zhang & Hongxin Xu & Zhen Qiao, 2024. "Has the Digital Economy Enhanced the Income Distribution Effect Among Industries? Evidence from China," Sustainability, MDPI, vol. 16(20), pages 1-20, October.
    784. Kym Anderson & Sundar Ponnusamy, 2023. "Structural transformation away from agriculture in growing open economies," Agricultural Economics, International Association of Agricultural Economists, vol. 54(1), pages 62-76, January.
    785. Lyu, Yanwei & Xiao, Xuan & Zhang, Jinning, 2024. "Does the digital economy enhance green total factor productivity in China? The evidence from a national big data comprehensive pilot zone," Structural Change and Economic Dynamics, Elsevier, vol. 69(C), pages 183-196.
    786. Cheng, Shihui & Ma, Wenjing & Luo, Lai & Li, Yunlong, 2023. "Can the development of digital economy improve the quality of regional investment? — Empirical evidence from Chinese cities," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 214-221.
    787. Wiljan van den Berge, 2019. "Automatic Reaction – What Happens to Workers at Firms that Automate?," CPB Discussion Paper 390, CPB Netherlands Bureau for Economic Policy Analysis.
    788. Davit Gondauri, 2025. "The Impact of Artificial Intelligence on Gross Domestic Product: A Global Analysis," Papers 2505.11989, arXiv.org.
    789. Lee, Chien-Chiang & He, Zhi-Wen & Yuan, Zihao, 2023. "A pathway to sustainable development: Digitization and green productivity," Energy Economics, Elsevier, vol. 124(C).
    790. Chris Haun, 2023. "Closing the First Nations Education Gap in Canada: Assessing Progress and Estimating Economic Benefits - An Update," CSLS Research Reports 2023-01, Centre for the Study of Living Standards.
    791. Liu Huizheng & Xv Qiyang & Yin Hang & Yuan Lilin & Kou Zixuan, 2024. "Research on the Impact of Employee Stock Ownership Plans on Corporate Digital Technology Innovation," Advances in Management and Applied Economics, SCIENPRESS Ltd, vol. 14(6), pages 1-14.
    792. Camiña, Ester & Díaz-Chao, Ángel & Torrent-Sellens, Joan, 2020. "Automation technologies: Long-term effects for Spanish industrial firms," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    793. Egana-delSol, Pablo & Bravo-Ortega, Claudio, 2025. "Artificial Intelligence and Labor Market Transformations in Latin America," IZA Discussion Papers 17746, Institute of Labor Economics (IZA).
    794. Zhang, Yulai & Hainan, Liu & Feng, Fangfang & Wu, Xuezhou, 2025. "Digital economy, education, human capital and urban–rural income disparity," Finance Research Letters, Elsevier, vol. 71(C).
    795. Kym Anderson, 2022. "Structural transformation in growing open economies: Australia’s experience," Departmental Working Papers 2022-13, The Australian National University, Arndt-Corden Department of Economics.
    796. Guarascio, Dario & Gualtieri, Valentina & Quaranta, Roberto, 2018. "Does routinization affect occupation dynamics? Evidence from the ‘Italian O*Net’ data," MPRA Paper 89585, University Library of Munich, Germany.
    797. Siyu Ren & Wenchao Bu, 2024. "Smarter and Sustainable Development: Evaluating the Impact of Artificial Intelligence on Energy Conservation and Emission Reduction," Journal of Information Economics, Anser Press, vol. 2(3), pages 49-69, September.
    798. Jurkat, Anne & Klump, Rainer & Schneider, Florian, 2023. "Robots and Wages: A Meta-Analysis," EconStor Preprints 274156, ZBW - Leibniz Information Centre for Economics.
    799. Charis Michael Vlados, 2024. "The Current Evolution of International Political Economy: Exploring the New Theoretical Divide between New Globalization and Anti-Globalization," Societies, MDPI, vol. 14(8), pages 1-20, July.
    800. Hanqing Xu & Zhengxu Cao & Dongqing Han, 2025. "Towards Sustainable Development: Can Industrial Intelligence Promote Carbon Emission Reduction," Sustainability, MDPI, vol. 17(1), pages 1-19, January.
    801. Yituan Liu & Yabin Bian & Wenhao Zhang, 2022. "How Does Enterprises’ Digital Transformation Impact the Educational Structure of Employees? Evidence from China," Sustainability, MDPI, vol. 14(15), pages 1-25, August.
    802. Yang, Guang-Zhao & Si, Deng-Kui & Ning, Guang-Jie, 2023. "Does digital transformation reduce the labor income share in enterprises?," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1526-1538.
    803. Adnan Velic, 2023. "Wages and the Role of Intangibles in Finance," Trinity Economics Papers tep0323, Trinity College Dublin, Department of Economics.
    804. Wang, Heting & Wang, Huijuan & Guan, Rong, 2024. "Digitalization of industries and labor mobility in China," China Economic Review, Elsevier, vol. 87(C).
    805. Guangya Zhou & Helian Xu & Chuanzeng Jiang & Shiqi Deng & Liming Chen & Zhi Zhang, 2024. "Has the Digital Economy Improved the Urban Land Green Use Efficiency? Evidence from the National Big Data Comprehensive Pilot Zone Policy," Land, MDPI, vol. 13(7), pages 1-25, June.
    806. Rongyun Zhou & Qian Zhang, 2024. "The Impact of Industrial Robots on the Sustainable Development of Zombie Firms in China," Sustainability, MDPI, vol. 16(5), pages 1-16, March.
    807. Albanesi, Stefania & Da Silva, António Dias & Jimeno, Juan Francisco & Lamo, Ana & Wabitsch, Alena, 2023. "Reports of AI ending human labour may be greatly exaggerated," Research Bulletin, European Central Bank, vol. 113.
    808. Jean-Charles Bricongne & Samuel Delpeuch & Margarita Lopez Forero, 2021. "Productivity Slowdown, Tax Havens and MNEs’ Intangibles: where is measured value creation?," Documents de recherche 21-01, Centre d'Études des Politiques Économiques (EPEE), Université d'Evry Val d'Essonne.
    809. Salvatore, Dominick, 2019. "Overview of technology, productivity, trade, growth, and jobs in the United States and the world," Journal of Policy Modeling, Elsevier, vol. 41(3), pages 435-443.
    810. Chen, Chinchih & Frey, Carl Benedikt & Presidente, Giorgio, 2022. "Automation or globalization? The impacts of robots and Chinese imports on jobs in the United Kingdom," Journal of Economic Behavior & Organization, Elsevier, vol. 204(C), pages 528-542.
    811. Emerson, Patrick & Knabb, Shawn, 2020. "A demographic headwind: Will an aging society reduce the real interest rate and potential growth?," The Journal of the Economics of Ageing, Elsevier, vol. 17(C).
    812. Yuxuan Xu & Jie Lyu & Ying Xue & Hongbin Liu, 2022. "Does the Agricultural Productive Service Embedded Affect Farmers’ Family Economic Welfare Enhancement? An Empirical Analysis in Black Soil Region in China," Agriculture, MDPI, vol. 12(11), pages 1-22, November.
    813. Liu, Jianjun & Liu, Mengting & Liang, Dapeng, 2025. "Research on the impact of digital technology application in industry on industrial carbon dioxide emissions: Evidence from China," Energy Economics, Elsevier, vol. 141(C).
    814. Furgasė Jevgenija & Miceikienė Astrida, 2024. "Reforming Labour Taxation: Addressing the Employment Effects of Technological Progress," Management Theory and Studies for Rural Business and Infrastructure Development, Sciendo, vol. 46(4), pages 592-608.
    815. Emerson Patrick M. & Knabb Shawn D., 2020. "Education Spending, Fertility Shocks and Generational Consumption Risk," The B.E. Journal of Theoretical Economics, De Gruyter, vol. 20(2), pages 1-26, June.
    816. Xu, Yuanbin & Wei, Yuan & Zeng, Xin & Yu, Haiqing & Chen, Hongjie, 2024. "Big data development and labor income share: Evidence from China's national big data comprehensive pilot zones," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1415-1437.
    817. Sarbu, Miruna, 2022. "The impact of industry 4.0 on innovation performance: Insights from German manufacturing and service firms," Technovation, Elsevier, vol. 113(C).
    818. Barkai, Simcha, 2021. "The Decline of the Labor Share is not Explained by the Capitalization of Intellectual Property Products," Working Papers 310, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.

  16. Daron Acemoglu & Pascual Restrepo, 2018. "Modeling Automation," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 48-53, May.
    See citations under working paper version above.
  17. Daron Acemoglu & Pascual Restrepo, 2018. "Low-Skill and High-Skill Automation," Journal of Human Capital, University of Chicago Press, vol. 12(2), pages 204-232.
    See citations under working paper version above.
  18. Daniel Mejía & Pascual Restrepo & Sandra V. Rozo, 2017. "On the Effects of Enforcement on Illegal Markets: Evidence from a Quasi-Experiment in Colombia," The World Bank Economic Review, World Bank, vol. 31(2), pages 570-594.
    See citations under working paper version above.
  19. Daron Acemoglu & Pascual Restrepo, 2017. "Secular Stagnation? The Effect of Aging on Economic Growth in the Age of Automation," American Economic Review, American Economic Association, vol. 107(5), pages 174-179, May.
    See citations under working paper version above.
  20. Chong, Alberto & Restrepo, Pascual, 2017. "Regulatory protective measures and risky behavior: Evidence from ice hockey," Journal of Public Economics, Elsevier, vol. 151(C), pages 1-11.
    See citations under working paper version above.
  21. Mejia, Daniel & Restrepo, Pascual, 2016. "The economics of the war on illegal drug production and trafficking," Journal of Economic Behavior & Organization, Elsevier, vol. 126(PA), pages 255-275.
    See citations under working paper version above.
  22. Mejía, Daniel & Restrepo, Pascual, 2016. "Crime and conspicuous consumption," Journal of Public Economics, Elsevier, vol. 135(C), pages 1-14.
    See citations under working paper version above.

Chapters

  1. Daron Acemoglu & Gary W. Anderson & David N. Beede & Catherine Buffington & Eric E. Childress & Emin Dinlersoz & Lucia S. Foster & Nathan Goldschlag & John C. Haltiwanger & Zachary Kroff & Pascual Res, 2024. "Automation and the Workforce: A Firm-Level View from the 2019 Annual Business Survey," NBER Chapters, in: Technology, Productivity, and Economic Growth, National Bureau of Economic Research, Inc.
    See citations under working paper version above.
  2. Daron Acemoglu & Pascual Restrepo, 2018. "Artificial Intelligence, Automation, and Work," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 197-236, National Bureau of Economic Research, Inc.
    See citations under working paper version above.Sorry, no citations of chapters recorded.
IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.