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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. 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
  5. 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
  6. 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
  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).

  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. Manuel Hoffmann & Sam Boysel & Frank Nagle & Sida Peng & Kevin Xu, 2024. "Generative AI and the Nature of Work," CESifo Working Paper Series 11479, CESifo.
    31. Kirtac, Kemal & Germano, Guido, 2024. "Sentiment trading with large language models," Finance Research Letters, Elsevier, vol. 62(PB).
    32. 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.
    33. 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).
    34. 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.
    35. 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.
    36. Fossen, Frank M. & McLemore, Trevor & Sorgner, Alina, 2024. "Artificial Intelligence and Entrepreneurship," IZA Discussion Papers 17055, Institute of Labor Economics (IZA).
    37. 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.
    38. 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.
    39. 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.
    40. 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).
    41. Yang, Xiuyun & Li, Min & Liang, Shanshan, 2024. "How consumers’ digital engagement affects regional innovation capacity in China?," Economic Modelling, Elsevier, vol. 139(C).
    42. 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).
    43. 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).
    44. 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.
    45. 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.
    46. Da Xie & WeiGuo Yang, 2023. "The Skill-Task Matching Model: Mechanism, Model Structure, and Algorithm," Papers 2306.12176, arXiv.org, revised Oct 2023.
    47. 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.
    48. 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).
    49. Samuel Muehlemann, 2024. "AI Adoption and Workplace Training," Economics of Education Working Paper Series 0232, University of Zurich, Department of Business Administration (IBW).
    50. 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.
    51. 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).
    52. 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.
    53. Koch, Michael & Lodefalk, Magnus, 2024. "Artificial Intelligence and Worker Stress: Evidence from Germany," Ratio Working Papers 377, The Ratio Institute.
    54. 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.
    55. 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).
    56. Andrea Borsato & André Lorentz, 2023. "Data production and the coevolving AI trajectories: an attempted evolutionary model," Post-Print hal-04401798, HAL.
    57. 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).
    58. 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.
    59. 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.
    60. 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.
    61. 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).
    62. 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).
    63. 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.
    64. Giuseppe Grasso & Konstantinos Tatsiramos, 2023. "The Impact of Restricting Fixed-Term Contracts on Labor and Skill Demand," CESifo Working Paper Series 10693, CESifo.
    65. Thijs van Rens & Roland Rathelot, 2017. "Rethinking the skills gap," IZA World of Labor, Institute of Labor Economics (IZA), pages 391-391, October.
    66. 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.
    67. 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.
    68. 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.
    69. 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.
    70. Ekaterina Prytkova & Fabien Petit & Deyu Li & Sugat Chaturvedi & Tommaso Ciarli, 2024. "The Employment Impact of Emerging Digital Technologies," CESifo Working Paper Series 10955, CESifo.
    71. 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.
    72. 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.
    73. 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.
    74. Babina, Tania & Fedyk, Anastassia & He, Alex & Hodson, James, 2024. "Artificial intelligence, firm growth, and product innovation," Journal of Financial Economics, Elsevier, vol. 151(C).
    75. Nicholas H. Tenev, 2025. "Coordinated Shirking in Technology Adoption," Papers 2503.17613, arXiv.org.
    76. Aarushi Kalra, 2025. "Hate in the Time of Algorithms: Evidence on Online Behavior from a Large-Scale Experiment," Papers 2503.06244, arXiv.org.
    77. 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).
    78. Nikolaos Charalampidis, 2024. "Frictions and the diffusion of automation," Manchester School, University of Manchester, vol. 92(2), pages 148-170, March.
    79. Woessmann, Ludger, 2024. "Skills and Earnings: A Multidimensional Perspective on Human Capital," IZA Discussion Papers 17395, Institute of Labor Economics (IZA).
    80. Huang, Ruting & Yao, Xin, 2023. "The role of power transmission infrastructure in income inequality: Fresh evidence from China," Energy Policy, Elsevier, vol. 177(C).
    81. 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.
    82. 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).
    83. David Marguerit, 2025. "Augmenting or Automating Labor? The Effect of AI Development on New Work, Employment, and Wages," Papers 2503.19159, arXiv.org.
    84. Kapelyuk, Sergey & Karelin, Iliya, 2023. "Digital Skills: Classification, Empirical Estimates of the Demand," MPRA Paper 119644, University Library of Munich, Germany.
    85. 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.
    86. 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.
    87. 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).
    88. Maddalena Honorati & Indhira Santos & Indhira Santos, 2024. "Investing in Skills to Accelerate Job Transitions," World Bank Publications - Reports 42103, The World Bank Group.
    89. 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).
    90. Pascal Stiefenhofer, 2025. "The Future of Work and Capital: Analyzing AGI in a CES Production Model," Papers 2502.07044, arXiv.org.
    91. 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).
    92. 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).
    93. Dylan Nelson & Nathan Wilmers & Letian Zhang, 2025. "Work Organization and Cumulative Advantage," Working Papers 25-18, Center for Economic Studies, U.S. Census Bureau.
    94. 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.
    95. 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.
    96. 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).
    97. Julia Bock-Schappelwein & Andrea Egger, 2023. "Arbeitsmarkt 2030. Rückschlüsse für Österreich," WIFO Studies, WIFO, number 71172, August.
    98. Christian Peukert & Florian Abeillon & Jérémie Haese & Franziska Kaiser & Alexander Staub, 2024. "Strategic Behavior and AI Training Data," CESifo Working Paper Series 11099, CESifo.
    99. Christian Peukert & Florian Abeillon & J'er'emie Haese & Franziska Kaiser & Alexander Staub, 2024. "Strategic Behavior and AI Training Data," Papers 2404.18445, arXiv.org.
    100. 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).
    101. 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).
    102. 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.
    103. 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.
    104. Shen, Kailing & Zhu, Yanran, 2023. "Labor Force Transition Dynamics: Unemployment Rate or Job Posting Counts?," IZA Discussion Papers 16373, Institute of Labor Economics (IZA).
    105. 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).
    106. Mühlemann, Samuel, 2024. "AI Adoption and Workplace Training," IZA Discussion Papers 17367, Institute of Labor Economics (IZA).
    107. Fabian Kosse & Tim Leffler & Arna Woemmel, 2024. "Digital Skills: Social Disparities and the Impact of Early Mentoring," CESifo Working Paper Series 11570, CESifo.
    108. Gabriel Demombynes & Jorg Gero Langbein & Michael Weber, 2025. "The Exposure of Workers to Artificial Intelligence in Low- and Middle-Income Countries," Policy Research Working Paper Series 11057, The World Bank.
    109. 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.
    110. 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.
    111. 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.
    112. Choi, Taelim & Leigh, Nancey Green, 2024. "Artificial intelligence's creation and displacement of labor demand," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    113. 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.
    114. 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).
    115. 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.
    116. 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.
    117. Wang, Heting & Wang, Huijuan & Guan, Rong, 2024. "Digitalization of industries and labor mobility in China," China Economic Review, Elsevier, vol. 87(C).
    118. 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).
    119. 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.
    120. 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.
    121. 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. 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).
    18. Kali Aloisi, 2024. "Regional Spotlight: Technology vs. the Middle Class," Economic Insights, Federal Reserve Bank of Philadelphia, vol. 9(4), pages 19-25, December.
    19. 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).
    20. 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).
    21. 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.
    22. 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.
    23. 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).
    24. Adugna, Hailu, 2024. "Fintech dividend: How would digital financial services impact income inequality across countries?," Technology in Society, Elsevier, vol. 77(C).
    25. 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).
    26. 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).
    27. 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.
    28. Markus Nagler & Johannes Rincke & Erwin Winkler, 2022. "High-Pressure, High-Paying Jobs?," CESifo Working Paper Series 10102, CESifo.
    29. 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).
    30. Henry Redondo, 2023. "From bricklayers to waiters: Reallocation in a deep recession," French Stata Users' Group Meetings 2023 27, Stata Users Group.
    31. 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).
    32. 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.
    33. 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.
    34. Donatella Gatti & Julien Vauday, 2024. "AI Diffusion, Disasters, Environmental and Social Change," Working Papers hal-04604374, HAL.
    35. Davide Alonzo & Giovanni Gallipoli, 2023. "The Changing Value of Employment and Its Implications," Working Papers 2023-009, Human Capital and Economic Opportunity Working Group.
    36. Baek, Seungjin & Jeong, Deokjae, 2023. "Factors Influencing Labor Share: Automation, Task Innovation, and Elasticity of Substitution," MPRA Paper 118730, University Library of Munich, Germany.
    37. 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.
    38. 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.
    39. 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.
    40. Jia, Nan & Yan, Xueling & Yu, Shule, 2024. "Does increasing robot density exacerbate wealth inequality?," Journal of Asian Economics, Elsevier, vol. 95(C).
    41. Da Xie & WeiGuo Yang, 2023. "The Skill-Task Matching Model: Mechanism, Model Structure, and Algorithm," Papers 2306.12176, arXiv.org, revised Oct 2023.
    42. 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).
    43. 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).
    44. 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).
    45. 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.
    46. Kostøl, Fredrik B. & Svarstad, Elin, 2023. "Trade Unions and the Process of Technological Change," Labour Economics, Elsevier, vol. 84(C).
    47. 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).
    48. 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).
    49. 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).
    50. 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.
    51. 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).
    52. Bhalotra, Sonia R & Fernández, Manuel & Wang, Fan, 2022. "The distribution of the gender wage gap : An equilibrium model," CAGE Online Working Paper Series 614, Competitive Advantage in the Global Economy (CAGE).
    53. 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.
    54. Aziz, Imran & Cortes, Matias, 2021. "Between-Group Inequality May Decline despite a Rising Skill Premium," IZA Discussion Papers 14701, Institute of Labor Economics (IZA).
    55. 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.
    56. 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).
    57. 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.
    58. Bocquet, L., 2024. "The Network Origin of Slow Labour Reallocation," Janeway Institute Working Papers 2427, Faculty of Economics, University of Cambridge.
    59. 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).
    60. 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).
    61. 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.
    62. Bocquet, L., 2024. "The Network Origin of Slow Labour Reallocation," Cambridge Working Papers in Economics 2465, Faculty of Economics, University of Cambridge.
    63. Simon Walo, 2023. "The link between routine tasks and job polarization: A task measurement problem?," LABOUR, CEIS, vol. 37(3), pages 437-467, September.
    64. Tianyu Fan, 2025. "The Labor Market Incidence of New Technologies," Papers 2504.04047, arXiv.org.
    65. 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.
    66. 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.
    67. Garibaldi, Pietro & Turri, Enrico D., 2024. "Monopsony in Growth Theory," IZA Discussion Papers 17392, Institute of Labor Economics (IZA).
    68. 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.
    69. 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.
    70. Schetter, Ulrich & Schneider, Maik T. & Jäggi, Adrian, 2024. "Inequality, openness, and growth through creative destruction," Journal of Economic Theory, Elsevier, vol. 222(C).
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    73. 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).
    74. 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.
    75. 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.
    76. 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.
    77. 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.
    78. Ana Kujundzic, 2025. "Educational Assortative Mating and Household Income Inequality: Evidence from Brazil, Indonesia, Mexico, and South Africa," Papers 2503.02713, arXiv.org.
    79. 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).
    80. 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.
    81. Nwaobi, Godwin, 2024. "Productive Sectors and Digital Diffusion(Adoption) in Nigeria: Empirical Evidence," MPRA Paper 122392, University Library of Munich, Germany.
    82. Adrien Bilal & James H. Stock, 2025. "Macroeconomics and Climate Change," NBER Working Papers 33567, National Bureau of Economic Research, Inc.
    83. 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.
    84. 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).
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    86. 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.
    87. Zhang, Yun & Samaniego, Roberto & Rodrigo, Rodimiro, 2025. "Robots and Inequality Between and Within Occupations," SocArXiv gtbm4_v1, Center for Open Science.
    88. 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.
    89. 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.
    90. Piotr Lewandowski & Wojciech Szymczak, 2024. "Automation, Trade Unions and Involuntary Atypical Employment," IBS Working Papers 02/2024, Instytut Badan Strukturalnych.
    91. 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.
    92. Hervé, Justine, 2023. "Specialists or generalists? Cross-industry mobility and wages," Labour Economics, Elsevier, vol. 84(C).
    93. 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.
    94. Valentina Gonzalez‐Rostani, 2024. "Engaged robots, disengaged workers: Automation and political alienation," Economics and Politics, Wiley Blackwell, vol. 36(3), pages 1703-1730, November.
    95. 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.
    96. Wenchao Jin, 2022. "Occupational polarisation and endogenous task-biased technical change," Working Paper Series 0622, Department of Economics, University of Sussex Business School.
    97. 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).
    98. Schneider, Benjamin & Vipond, Hillary, 2023. "The past and future of work: how history can inform the age of automation," Economic History Working Papers 119282, London School of Economics and Political Science, Department of Economic History.

  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. 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.
    15. 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.
    16. Nikolova, Milena & Cnossen, Femke & Nikolaev, Boris, 2023. "Robots, Meaning, and Self-Determination," IZA Discussion Papers 16656, Institute of Labor Economics (IZA).
    17. 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.
    18. Fabrizio Leone, 2022. "Foreign ownership and robot adoption," CEP Discussion Papers dp1854, Centre for Economic Performance, LSE.
    19. 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.
    20. 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.
    21. 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).
    22. 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.
    23. 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.
    24. Cali,Massimiliano & Presidente,Giorgio, 2021. "Automation and Manufacturing Performance in a Developing Country," Policy Research Working Paper Series 9653, The World Bank.
    25. 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.
    26. 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.
    27. , & Stiebale, Joel & Woessner, Nicole, 2020. "Robots and the rise of European superstar firms," CEPR Discussion Papers 15080, C.E.P.R. Discussion Papers.
    28. 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.
    29. 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).
    30. 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.
    31. 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.
    32. 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).
    33. 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.
    34. 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.
    35. Antonioli, Davide & Marzucchi, Alberto & Rentocchini, Francesco & Vannuccini, Simone, 2024. "Robot adoption and product innovation," Research Policy, Elsevier, vol. 53(6).
    36. 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.
    37. 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.
    38. 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).
    39. 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.
    40. 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).
    41. 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.
    42. 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.
    43. 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.
    44. 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).
    45. 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.
    46. 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).
    47. 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.
    48. 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).
    49. Aksoy, Cevat Giray & Ozcan, Berkay & Philipp, Julia, 2020. "Robots and the Gender Pay Gap in Europe," SocArXiv rxkg2, Center for Open Science.
    50. Cilekoglu, Akin A. & Moreno, Rosina & Ramos, Raul, 2024. "The impact of robot adoption on global sourcing," Research Policy, Elsevier, vol. 53(3).
    51. 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).
    52. 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.
    53. 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.
    54. 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).
    55. 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.
    56. 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.
    57. 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.
    58. 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).
    59. 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.
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    61. Baek, Seungjin & Jeong, Deokjae, 2023. "Factors Influencing Labor Share: Automation, Task Innovation, and Elasticity of Substitution," MPRA Paper 118730, University Library of Munich, Germany.
    62. 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.
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    66. 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.
    67. 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.
    68. Sezer, Ayse Hazal & Uras, Burak, 2024. "Firms and Unions," Other publications TiSEM 81a58c37-dd82-442d-aab1-b, Tilburg University, School of Economics and Management.
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    71. Fabrizio Leone, 2024. "Multinationals, Robots, and the Labor Share," Working Papers ECARES 2022-17, ULB -- Universite Libre de Bruxelles.
    72. 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).
    73. Jiyoon Oh, 2025. "The Micro-Level Anatomy of Korea’s Rising Labor Share," Korean Economic Review, Korean Economic Association, vol. 41, pages 175-210.
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    94. Gilbert Cette & Aurélien Devillard & Vincenzo Spiezia, 2022. "Growth Factors in Developed Countries: A 1960–2019 Growth Accounting Decomposition," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 64(2), pages 159-185, June.
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    103. 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).
    104. 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.
    105. 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).
    106. 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).
    107. 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.
    108. 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.
    109. 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.
    110. 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.
    111. Benjamin Lerch, 2021. "From Blue to Steel-Collar Jobs: The Decline in Employment Gaps?," IdEP Economic Papers 2102, USI Università della Svizzera italiana.
    112. 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.
    113. 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).
    114. 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.
    115. Huang, Keqi & Liu, Qiren & Tang, Chengjian, 2023. "Which firms benefit from robot adoption? Evidence from China," Journal of Asian Economics, Elsevier, vol. 86(C).
    116. Stemmler, Henry, 2023. "Automated Deindustrialization: How Global Robotization Affects Emerging Economies—Evidence from Brazil," World Development, Elsevier, vol. 171(C).
    117. 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.
    118. 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).
    119. 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.
    120. Huang, Keqi & Liu, Qiren, 2024. "Artificial intelligence and outward foreign direct investment: Evidence from China," Journal of Asian Economics, Elsevier, vol. 92(C).
    121. 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).
    122. Parteka, Aleksandra & Kordalska, Aleksandra, 2023. "Artificial intelligence and productivity: global evidence from AI patent and bibliometric data," Technovation, Elsevier, vol. 125(C).
    123. 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).
    124. 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.
    125. 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).
    126. 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.
    127. 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.
    128. 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).
    129. 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.
    130. 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).
    131. Hua Yin & Wen Su, 2024. "Industrial Synergy Agglomeration, Urban Innovation Capacity, and Advanced Manufacturing Development," Economies, MDPI, vol. 12(5), pages 1-28, May.
    132. 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.
    133. Wang, Lei & Zhou, Yahong & Chiao, Benjamin, 2023. "Robots and firm innovation: Evidence from Chinese manufacturing," Journal of Business Research, Elsevier, vol. 162(C).
    134. 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.
    135. 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).
    136. 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).
    137. 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).
    138. Andreas Baur & Lisandra Flach & Isabella Gourevich & Florian Unger, 2023. "North-South Trade: The Impact of Robotization," CESifo Working Paper Series 10865, CESifo.
    139. Joern Kleinert, 2021. "Organizational capital, technological choice, and firm productivity," Graz Economics Papers 2021-03, University of Graz, Department of Economics.
    140. Stiebale, Joel & Suedekum, Jens & Woessner, Nicole, 2024. "Robots and the rise of European superstar firms," International Journal of Industrial Organization, Elsevier, vol. 97(C).
    141. Kosuke ARAI & Ippei FUJIWARA & Toyoichiro SHIROTA, 2021. "Robot Penetration and Task Changes," Discussion papers 21093, Research Institute of Economy, Trade and Industry (RIETI).
    142. 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.
    143. 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.
    144. DeStefano, Timothy & Timmis, Jonathan, 2024. "Robots and export quality," Journal of Development Economics, Elsevier, vol. 168(C).
    145. 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.
    146. 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).
    147. 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).
    148. 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.
    149. 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.
    150. Mann, Katja & Pozzoli, Dario, 2024. "Robots and immigration," Journal of Economic Behavior & Organization, Elsevier, vol. 227(C).
    151. 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).
    152. Ioramashvili, Carolin, 2024. "Technological invention and local labour markets: Evidence from France, Germany and the UK," Research Policy, Elsevier, vol. 53(7).
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    154. 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.
    155. 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.
    156. 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.
    157. 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.
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  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 & 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.

  12. 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.

  13. 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.

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    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.
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    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.
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    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).
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    24. Mihai Mutascu, 2021. "Artificial intelligence and unemployment: New insights," Post-Print hal-03528263, HAL.
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    33. 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.
    34. 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.
    35. 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.
    36. 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.
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    39. 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).
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    43. 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.
    44. 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.
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    48. 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.
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    76. 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.
    77. 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).
    78. 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.
    79. Ke An & Yike Shan & Sheng Shi, 2022. "Impact of Industrial Intelligence on Total Factor Productivity," Sustainability, MDPI, vol. 14(21), pages 1-21, November.
    80. 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).
    81. 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).
    82. 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.
    83. 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).
    84. 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.
    85. Pascal Stiefenhofer, 2025. "Techno-Feudalism and the Rise of AGI: A Future Without Economic Rights?," Papers 2503.14283, arXiv.org.
    86. 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.
    87. 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.
    88. 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).
    89. 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.
    90. 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.
    91. 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.
    92. 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.
    93. 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.
    94. 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).
    95. 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.
    96. 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.
    97. 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).
    98. 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).
    99. 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.
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    102. 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.
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  14. 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.

  15. 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.

  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).
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    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.
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    17. Andreas Schaefer & Maik T. Schneider, 2024. "Public Policy Responses to AI," Graz Economics Papers 2024-06, University of Graz, Department of Economics.
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    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.
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    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. 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.
    45. 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.
    46. 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.
    47. 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.
    48. 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.
    49. Philipp Lergetporer & Katharina Wedel & Katharina Werner, 2023. "Automatability of Occupations, Workers’ Labor-Market Expectations, and Willingness to Train," CESifo Working Paper Series 10862, CESifo.
    50. 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.
    51. 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.
    52. 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.
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    59. 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.
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    128. 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.
    129. 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).
    130. Huang, Geng & He, Ling-Yun & Lin, Xi, 2022. "Robot adoption and energy performance: Evidence from Chinese industrial firms," Energy Economics, Elsevier, vol. 107(C).
    131. 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.
    132. 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.
    133. Christine Lewis & Patrice Ollivaud, 2020. "Policies for Switzerland’s ageing society," OECD Economics Department Working Papers 1600, OECD Publishing.
    134. Mann, Katja & Pozzoli, Dario, 2024. "Robots and immigration," Journal of Economic Behavior & Organization, Elsevier, vol. 227(C).
    135. 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.
    136. Ambrocio, Gene, 2023. "Demographic aging and the New Keynesian Phillips Curve," Bank of Finland Research Discussion Papers 16/2023, Bank of Finland.
    137. 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.
    138. 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).
    139. Jurkat, Anne & Klump, Rainer & Schneider, Florian, 2023. "Robots and Wages: A Meta-Analysis," EconStor Preprints 274156, ZBW - Leibniz Information Centre for Economics.
    140. 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.
    141. 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.
    142. 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).
    143. 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).
    144. 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.

  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. 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.

  22. 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. 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).
    13. Maarek, Paul & Moiteaux, Elliot, 2021. "Polarization, employment and the minimum wage: Evidence from European local labor markets," Labour Economics, Elsevier, vol. 73(C).
    14. 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).
    15. 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.
    16. 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.
    17. 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.
    18. Belloc, Filippo & Burdin, Gabriel & Landini, Fabio, 2020. "Robots and Worker Voice: An Empirical Exploration," IZA Discussion Papers 13799, Institute of Labor Economics (IZA).
    19. 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.
    20. 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).
    21. Jia, Nan & Yan, Xueling & Yu, Shule, 2024. "Does increasing robot density exacerbate wealth inequality?," Journal of Asian Economics, Elsevier, vol. 95(C).
    22. Corgnet, Brice & Hernán-González, Roberto & Mateo, Ricardo, 2023. "Peer effects in an automated world," Labour Economics, Elsevier, vol. 85(C).
    23. 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).
    24. Jiang, Hong & Wang, Xue & Liu, Chongguang, 2024. "Automated machines and the labor wage gap," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
    25. 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.
    26. Stähler, Nikolai, 2021. "The Impact of Aging and Automation on the Macroeconomy and Inequality," Journal of Macroeconomics, Elsevier, vol. 67(C).
    27. 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.
    28. 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).
    29. 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.
    30. 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).
    31. Lu, Chia-Hui, 2021. "The impact of artificial intelligence on economic growth and welfare," Journal of Macroeconomics, Elsevier, vol. 69(C).
    32. 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).
    33. Artuc, Erhan & Bastos, Paulo & Rijkers, Bob, 2023. "Robots, tasks, and trade," Journal of International Economics, Elsevier, vol. 145(C).
    34. Qiu, Jiaping & Wan, Chi & Wang, Yan, 2024. "Labor-saving innovations and capital structure," Journal of Corporate Finance, Elsevier, vol. 84(C).
    35. Rude, Johanna, 2024. "Demographic Change, Automation and the Role of Education," MPRA Paper 120876, University Library of Munich, Germany.
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    37. Andresen, Martin Eckhoff & Løkken, Sturla Andreas, 2020. "The Final straw: High school dropout for marginal students," MPRA Paper 106265, University Library of Munich, Germany.
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    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.
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    33. 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.
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    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.
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    560. 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.
    561. Jung, Alexander & Romelli, Davide & Farvaque, Etienne, 2025. "Do central bank reforms lead to more monetary discipline?," Working Paper Series 3049, European Central Bank.
    562. David K Levine & Cesar Martinelli & Nicole Stoelinga, 2024. "Vote or Fight?," Levine's Working Paper Archive 11694000000000199, David K. Levine.
    563. Rubio-Ramos, Melissa, 2024. "Trust, violence, and coca," Journal of Development Economics, Elsevier, vol. 167(C).
    564. 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.
    565. Marina-Selini Katsaiti & Maroula Khraiche, 2023. "Does access to credit alter migration intentions?," Empirical Economics, Springer, vol. 65(4), pages 1823-1854, October.
    566. Jalles, João Tovar, 2021. "Dynamics of government spending cyclicality," Economic Modelling, Elsevier, vol. 97(C), pages 411-427.
    567. Wong, Mathew Y.H., 2021. "Democracy, hybrid regimes, and inequality: The divergent effects of contestation and inclusiveness," World Development, Elsevier, vol. 146(C).
    568. Betz, Timm & Pond, Amy, 2023. "Democratic institutions and regulatory privileges for government debt," European Journal of Political Economy, Elsevier, vol. 79(C).
    569. Richard Carson, 2020. "Inclusiveness, Growth, and Political Support," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 46(4), pages 557-575, October.
    570. 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.
    571. 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).
    572. 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.
    573. 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).
    574. 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.
    575. Krieger, Tommy, 2022. "Measuring democracy," ZEW Discussion Papers 22-063, ZEW - Leibniz Centre for European Economic Research.
    576. Daron Acemoglu & Suresh Naidu & Pascual Restrepo & James A. Robinson, 2013. "Democracy, Redistribution and Inequality," NBER Working Papers 19746, National Bureau of Economic Research, Inc.
    577. Dirks, Maximilian W. & Schmidt, Torsten, 2024. "Political instability and economic growth: Causation and transmission," European Journal of Political Economy, Elsevier, vol. 85(C).
    578. 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.

  26. 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, August.
    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, August.
    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.

  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 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. Juan Pablo Cote, 2019. "The Effect of Interdiction on Coca Cultivation in Colombia," Documentos CEDE 17316, Universidad de los Andes, Facultad de Economía, CEDE.
    12. 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).
    13. 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.
    14. 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.
    15. Freylejer, Leandro & Orr, Scott, 2023. "Import substitution in illicit methamphetamine markets," Journal of International Economics, Elsevier, vol. 140(C).
    16. 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..
    17. 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.
    18. 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.
    19. 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.
    20. 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.

  30. 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).

  31. 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.

  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. 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.
    3. 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.
    4. 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.
    5. 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).
    6. 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. 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.
  5. 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.
  6. 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.
  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. "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.
  9. 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.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  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. Josten, Cecily & Lordan, Grace, 2019. "Robots at Work: Automatable and Non Automatable Jobs," IZA Discussion Papers 12520, Institute of Labor Economics (IZA).
    36. 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.
    37. 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.
    38. 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.
    39. 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.
    40. 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.
    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. 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.
    43. 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).
    44. 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.
    45. Jean-Charles Bricongne & Samuel Delpeuch & Margarita Lopez-Forero, 2023. "Productivity slowdown and tax havens: Where is measured value creation?," Post-Print hal-04171843, HAL.
    46. Ludovic Panon, 2020. "Labor Share, Foreign Demand and Superstar Exporters," SciencePo Working papers Main hal-03386549, HAL.
    47. Claudia Foroni & Francesco Furlanetto, 2022. "Explaining Deviations from Okun’s Law," Working Paper 2022/4, Norges Bank.
    48. Jiancai Pi & Xinyi Liu, 2024. "State capacity, tax evasion, and wage inequality," Australian Economic Papers, Wiley Blackwell, vol. 63(4), pages 594-626, December.
    49. Zhu, Jun & Zhang, Jingting & Feng, Yiqing, 2022. "Hard budget constraints and artificial intelligence technology," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    50. Ngai, Liwa Rachel & Sevinc, Orhun, 2020. "A Multisector Perspective on Wage Stagnation," CEPR Discussion Papers 14855, C.E.P.R. Discussion Papers.
    51. 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).
    52. 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.
    53. Caunedo, Julieta & Keller, Elisa & Jaume, David, 2021. "Occupational Exposure to Capital-Embodied Technical Change," CEPR Discussion Papers 15759, C.E.P.R. Discussion Papers.
    54. 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.
    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. 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).
    57. 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.
    58. Zhang, Pengqing, 2019. "Automation, wage inequality and implications of a robot tax," International Review of Economics & Finance, Elsevier, vol. 59(C), pages 500-509.
    59. 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.
    60. 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).
    61. 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.
    62. 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).
    63. Guillaume Bazot, 2023. "Deregulation and Financial Intermediation Cost: An International Comparison," Post-Print hal-04278928, HAL.
    64. 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.
    65. Ezra Oberfield & Devesh Raval, 2014. "Micro Data and Macro Technology," NBER Working Papers 20452, National Bureau of Economic Research, Inc.
    66. 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.
    67. 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).
    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. 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).
    70. 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).
    71. 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.
    72. Pu, Guifang & Xie, Yanxiang & Wu, Lidong & Wang, Kai, 2024. "Industrial robots and corporate risk-taking value," Finance Research Letters, Elsevier, vol. 70(C).
    73. 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.
    74. 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.
    75. Milanez Ana, 2020. "Workforce Ageing and Labour Productivity Dynamics," Naše gospodarstvo/Our economy, Sciendo, vol. 66(3), pages 1-13, September.
    76. 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.
    77. 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.
    78. 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).
    79. 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.
    80. Akira Yakita, 2022. "Automation, fertility, and labor share in an aging, overlapping generations economy," Economics Bulletin, AccessEcon, vol. 42(2), pages 889-894.
    81. 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.
    82. 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.
    83. 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).
    84. 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).
    85. 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).
    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. 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.
    88. Cao, Yuanyuan & Chen, Shaojian & Tang, Heyan, 2025. "Robot adoption and firm export: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 210(C).
    89. 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.
    90. 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).
    91. 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.
    92. 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.
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  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. 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.
  22. 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.

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.
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