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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, IZA Network @ LISER.

    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. Pascual Restrepo, 2025. "We Won't be Missed: Work and Growth in the AGI World," NBER Working Papers 34423, National Bureau of Economic Research, Inc.

    Cited by:

    1. Marc Bara, 2025. "Moravec's Paradox and Restrepo's Model: Limits of AGI Automation in Growth," Papers 2509.24466, arXiv.org.

  2. Daron Acemoglu & Fredric Kong & Pascual Restrepo, 2025. "Tasks At Work: Comparative Advantage, Technology and Labor Demand," RFBerlin Discussion Paper Series 2535, ROCKWOOL Foundation Berlin (RFBerlin).

    Cited by:

    1. Gathmann, Christina & Grimm, Felix & Winkler, Erwin, 2024. "AI, Task Changes in Jobs, and Worker Reallocation," IZA Discussion Papers 17554, IZA Network @ LISER.
    2. Christian Gschwendt & Claudio Schilter, 2026. "Automation in the Wake of GenAI: Implications for Firm Training," Economics of Education Working Paper Series 0252, University of Zurich, Department of Business Administration (IBW).
    3. Quitz'e Valenzuela-Stookey, 2025. "Automation and Task Allocation Under Asymmetric Information," Papers 2511.02675, arXiv.org.
    4. Xie, Da & Zhang, Min & Bing, Pijing, 2025. "Manual task intensity and male-female wage gap: Evidence from China," Finance Research Letters, Elsevier, vol. 76(C).
    5. Benner, Niklas & Heuer, Felix & Kamb, Rebecca & Storm, Eduard, 2025. "Do economic crises reshape the skill content of Jobs? Evidence from organizational changes in the post-pandemic era," Ruhr Economic Papers 1195, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    6. R. Maria del Rio-Chanona & Ekkehard Ernst & Rossana Merola & Daniel Samaan & Ole Teutloff, 2025. "AI and jobs. A review of theory, estimates, and evidence," Papers 2509.15265, arXiv.org.
    7. Radeef Chundakkadan & Subash Sasidharan & Kausik Chaudhuri, 2025. "Automation, firm performance, and employment: Evidence from developing countries," Journal of Evolutionary Economics, Springer, vol. 35(5), pages 873-900, November.
    8. Hanson, Gordon H. & Moretti, Enrico, 2025. "Where Have All the Good Jobs Gone? Changes in the Geography of Work in the U.S., 1980-2021," SocArXiv z6qkn_v1, Center for Open Science.

  3. 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. Etienne Farvaque & Jean-Baptiste Gossé & Camille Jehle, 2026. "Income Smoothing Across EU Regions: a Panel Decomposition of Adjustment Channels," Working papers 1037, Banque de France.
    2. 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.
    3. Arthur Jacobs & Luca Zamparelli, 2025. "Towards a Political Economy of Automation," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 25/1120, Ghent University, Faculty of Economics and Business Administration.
    4. Dubey, Rohan & Chakraborty, Lekha, 2026. "AI and Human Development: Evidence from G20 Countries," Working Papers 26/445, National Institute of Public Finance and Policy.
    5. Huang, Zelin & Jiang, Pengcheng & Liu, Siyuan, 2025. "Industrial robots and cross-regional investment," Pacific-Basin Finance Journal, Elsevier, vol. 92(C).
    6. Hao, Xiaoli & Chen, Linshen & Wang, Shuran & Li, Yuyi & Wu, Haitao & Li, Peilun, 2025. "Carbon lock-in and resource lock-in effects of machine substitution: Evidence from 54 countries," Energy Economics, Elsevier, vol. 151(C).
    7. Zhang, Yun & Samaniego, Roberto & Rodrigo, Rodimiro, 2025. "Robots and Inequality Between and Within Occupations," SocArXiv gtbm4_v1, Center for Open Science.

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

    Cited by:

    1. Daron Acemoglu & Fredric Kong & Pascual Restrepo, 2025. "Tasks At Work: Comparative Advantage, Technology and Labor Demand," RFBerlin Discussion Paper Series 2535, ROCKWOOL Foundation Berlin (RFBerlin).
    2. Hylke Dijkstra & Konstantin M. Wacker, 2025. "Robots, shoring patterns, and employment: What are the linkages?," wiiw Working Papers 267, The Vienna Institute for International Economic Studies, wiiw.
    3. Cardinali, Rebecca & Lusher, Lester & Taylor, Rebecca L.C. & Villas-Boas, Sofia B., 2025. "Does automation reduce stigma? The effect of self-checkout register adoption on purchasing decisions," Journal of Economic Behavior & Organization, Elsevier, vol. 237(C).
    4. 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.
    5. 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.
    6. David H. Autor & Caroline Chin & Anna Salomons & Bryan Seegmiller, 2026. "What Makes New Work Different from More Work?," CESifo Working Paper Series 12577, CESifo.
    7. 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.
    8. 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.
    9. 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.
    10. Salomons, Anna & vom Baur, Cäcilia & Zierahn-Weilage, Ulrich, 2025. "Expertise at Work: New Technologies, New Skills, and Worker Impacts," IZA Discussion Papers 18248, IZA Network @ LISER.
    11. Tianyu Fan, 2025. "The Labor Market Incidence of New Technologies," Papers 2504.04047, arXiv.org, revised Nov 2025.
    12. Aleksandra Parteka, 2025. "Trade Specialisation in Products Embedding Automation Technologies: Cross-Country Evidence and the Case of Poland," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 3, pages 47-67.
    13. Tomáš Oleš, 2026. "In-demand skills: a shield against automation—evidence from online job vacancies," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 60(1), pages 1-56, December.
    14. Schneider, Florian, 2024. "Do robots boost productivity? A quantitative meta-study," MPRA Paper 123392, University Library of Munich, Germany.
    15. 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.
    16. Ariel Herbert Fambeu & Patricia Tchawa Yomi & Mireille Etogo Messomo, 2025. "Boosting export competitiveness through firm automation," Economics Bulletin, AccessEcon, vol. 45(4), pages 1794-1808.
    17. Mukoyama, Toshihiko & Takayama, Naoki & Tanaka, Satoshi, 2025. "Occupational reallocation within and across firms: Implications for labor market polarization," Journal of Monetary Economics, Elsevier, vol. 150(C).
    18. 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.
    19. Muris, Chris & Wacker, Konstantin M., 2025. "Estimating interaction effects with panel data," GLO Discussion Paper Series 1583, Global Labor Organization (GLO).
    20. Bekkers, Eddy & Humphreys, Lee & Kalachyhin, Hryhorii & Wilczynska, Karolina & Zhao, Danchen, 2025. "Through the looking glass: Artificial intelligence, international trade, and economic growth in the long run," WTO Staff Working Papers ERSD-2025-09, World Trade Organization (WTO), Economic Research and Statistics Division.
    21. Zhong, Huiyong & Wang, Xiaobin, 2025. "Spatial mobility of China’s population in the digital economy," Journal of Asian Economics, Elsevier, vol. 99(C).
    22. Sanchaita Hazra & Bodhisattwa Prasad Majumder & Tuhin Chakrabarty, 2025. "AI Safety Should Prioritize the Future of Work," Papers 2504.13959, arXiv.org, revised Jul 2025.
    23. Adrian VINTILA & Constanta Nicoleta BODEA, 2025. "A Framework for Automated Digital Media Asset Acquisition using Cloud," Informatica Economica, Academy of Economic Studies - Bucharest, Romania, vol. 29(1), pages 29-43.

  5. 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. Xiao, Bai & Wenyao, Zhao, 2025. "Artificial intelligence and stock price crash risk: Evidence from China: A pre-registered report," Pacific-Basin Finance Journal, Elsevier, vol. 93(C).
    2. 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).
    3. Standaert, Thomas & Andries, Petra, 2026. "Overcoming difficulties in knowledge transfer: Harnessing the power of AI to drive process innovation," Technovation, Elsevier, vol. 149(C).
    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. Wenli Li & Xiaoqing Zhou, 2026. "Investing in the Shadows: FinTech Growth and Mortgage Market Dynamics," Working Papers 2604, Federal Reserve Bank of Dallas.
    6. 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).
    7. Spencer Bastani & Daniel Waldenström, 2024. "AI, Automation and Taxation," CESifo Working Paper Series 11084, CESifo.
    8. 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).
    9. 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.
    10. 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.
    11. 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.
    12. Frederik Rech & Hussam Musa & Martin v{S}ebev{n}a & Siele Jean Tuo, 2025. "Forecasting financial distress in dynamic environments AI adoption signals and temporally pruned training windows," Papers 2512.02510, arXiv.org, revised Apr 2026.
    13. 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.
    14. Nathalie Greenan & Dario Guarascio & Jelena Reljic, 2025. "AI and the labour market: opening the black box," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 15(4), pages 925-951, December.
    15. 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.
    16. 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).
    17. Drydakis, Nick, 2024. "Artificial Intelligence Capital and Employment Prospects," GLO Discussion Paper Series 1408, Global Labor Organization (GLO).
    18. Vivarelli, Marco & Arenas Díaz, Guillermo, 2025. "New Technologies and Employment: The State of the Art," IZA Discussion Papers 17686, IZA Network @ LISER.
    19. 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.
    20. 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.
    21. Wang, Mingyue & Sun, Tianshi & Liu, Xiuyan, 2025. "Peace or menace? Robots and social conflict," China Economic Review, Elsevier, vol. 92(C).
    22. 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.
    23. 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.
    24. Pablo Casas & Jos㉠L. Torres, 2026. "Automation, Taxation, and Social Security Sustainability," Hacienda Pública Española / Review of Public Economics, IEF, vol. 256(1), pages 69-104, March.
    25. 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.
    26. Andrei Ternikov, 2023. "Skill preferences in job postings," Economics Bulletin, AccessEcon, vol. 43(4), pages 1928-1943.
    27. A. A. Ternikov, 2023. "Artificial intelligence and the demand for skills in Russia," Voprosy Ekonomiki, NP Voprosy Ekonomiki, issue 11.
    28. Jin Liu & Kaizhe Chen & Wenjing Lyu, 2024. "Embracing artificial intelligence in the labour market: the case of statistics," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
    29. Lan Chen & Yufei Ji & Xichen Yao & Hengshu Zhu, 2024. "Occupation Life Cycle," Papers 2406.15373, arXiv.org.
    30. Bachmann, Ronald & Heinze, Inga & Klauser, Roman, 2025. "New jobs, new joys? Monetary and non-monetary returns to occupational mobility," Ruhr Economic Papers 1182, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    31. 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).
    32. Goller, Daniel & Gschwendt, Christian & Wolter, Stefan C., 2023. "'This Time It's Different' - Generative Artificial Intelligence and Occupational Choice," IZA Discussion Papers 16638, IZA Network @ LISER.
    33. Gao, Jie & Li, Zhizhuo & Nguyen, Thithuha & Zhang, Wentao, 2025. "Digital transformation and enterprise employment," International Review of Economics & Finance, Elsevier, vol. 99(C).
    34. Christian Gschwendt & Claudio Schilter, 2026. "Automation in the Wake of GenAI: Implications for Firm Training," Economics of Education Working Paper Series 0252, University of Zurich, Department of Business Administration (IBW).
    35. 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.
    36. Federico Fabio Frattini & Francesco Vona & Filippo Bontadini & Italo Colantone, 2025. "The Local Job Multipliers of Green Industrialization," CESifo Working Paper Series 11939, CESifo.
    37. 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.
    38. 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.
    39. 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.
    40. Shuzhong Ma & Jiaqi CHEN & Jiwen GUO, 2025. "AI Development and Air Pollution : Evidence from China," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 41-61, July.
    41. Fabian Kosse & Tim Leffler & Arna Woemmel, 2025. "Digital Skills: Social Disparities and the Impact of Early Mentoring," SOEPpapers on Multidisciplinary Panel Data Research 1222, DIW Berlin, The German Socio-Economic Panel (SOEP).
    42. Chen, Shiyi & Li, Yunpeng & Sun, Qinzhu, 2025. "Population aging and innovation slowdown: Dual mechanisms of firm cost structure and consumption preference," Economic Modelling, Elsevier, vol. 150(C).
    43. Matias Ciaschi & Guillermo Falcone & Santiago Garganta & Leonardo Gasparini & Octavio Bertín & Lucía Ramirez-Leira, 2025. "The Potential Distributive Impact of AI-driven Labor Changes in Latin America," CEDLAS, Working Papers 0361, CEDLAS, Universidad Nacional de La Plata.
    44. Manuel Hoffmann & Sam Boysel & Frank Nagle & Sida Peng & Kevin Xu, 2024. "Generative AI and the Nature of Work," CESifo Working Paper Series 11479, CESifo.
    45. Kirtac, Kemal & Germano, Guido, 2024. "Sentiment trading with large language models," Finance Research Letters, Elsevier, vol. 62(PB).
    46. 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.
    47. Hakan Yilmazkuday, 2025. "Artificial intelligence and labor markets: evidence from google trends," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 49(4), pages 1078-1093, December.
    48. 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).
    49. Alexander Bick & Adam Blandin & David Deming, 2024. "The Rapid Adoption of Generative AI," Working Papers 2024-027, Federal Reserve Bank of St. Louis, revised 27 Oct 2025.
    50. Aghion, Philippe & Bunel, Simon & Jaravel, Xavier & Mikaelsen, Thomas & Roulet, Alexandra & Søgaard, Jakob, 2025. "How different uses of AI shape labor demand: evidence from France," LSE Research Online Documents on Economics 128375, London School of Economics and Political Science, LSE Library.
    51. Fossen, Frank M. & McLemore, Trevor & Sorgner, Alina, 2024. "Artificial Intelligence and Entrepreneurship," IZA Discussion Papers 17055, IZA Network @ LISER.
    52. Jing Lu & Jie Xu, 2025. "Intelligent Manufacturing and Corporate Offshoring Production: Estimation Based on Heterogeneity-Robust Nonlinear Difference-in-Differences Method," Sustainability, MDPI, vol. 17(13), pages 1-21, June.
    53. Borovičková, Katarína & Macaluso, Claudia, 2025. "Heterogeneous job ladders," Journal of Monetary Economics, Elsevier, vol. 150(C).
    54. Junhui Jeff Cai & Xian Gu & Liugang Sheng & Mengjia Xia & Linda Zhao & Wu Zhu, 2025. "AI as "Co-founder": GenAI for Entrepreneurship," Papers 2512.06506, arXiv.org.
    55. Wen Zhang & Kee-Hung Lai & Qiguo Gong, 2024. "The future of the labor force: higher cognition and more skills," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-9, December.
    56. 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.
    57. 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, IZA Network @ LISER.
    58. Yang, Xiuyun & Li, Min & Liang, Shanshan, 2024. "How consumers’ digital engagement affects regional innovation capacity in China?," Economic Modelling, Elsevier, vol. 139(C).
    59. Chun, Hyunbae & Shin, Donghan, 2025. "Beyond automation: The multifaceted impact of advanced digital technologies on employment dynamics," Research Policy, Elsevier, vol. 54(10).
    60. 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).
    61. Angelica Bertucci & Emilio Colombo & Patrizio Tirelli, 2025. "Broadband Internet and Labour Market Dynamism," DISEIS - Quaderni del Dipartimento di Economia internazionale, delle istituzioni e dello sviluppo dis2506, Università Cattolica del Sacro Cuore, Dipartimento di Economia internazionale, delle istituzioni e dello sviluppo (DISEIS).
    62. 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).
    63. Cao, Qingfeng & Chi, Chuenyu & Shan, Junhui, 2025. "Can artificial intelligence technology reduce carbon emissions? A global perspective," Energy Economics, Elsevier, vol. 143(C).
    64. Fontanelli, Luca & Calvino, Flavio & Criscuolo, Chiara & Nesta, Lionel & Verdolini, Elena, 2025. "Human after all: Occupations at the core of AI adoption," Labour Economics, Elsevier, vol. 95(C).
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    194. Qiao, Xiaole & He, Yang & Du, Qiang, 2025. "How does the urban digital economy drive labor allocation in China?—A perspective of factor mobility between digital and non-digital enterprises," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 1159-1175.
    195. Zhou, Huilin & Wang, Linhui & Cao, Yutong & Li, Jincheng, 2025. "The impact of artificial intelligence on labor market: A study based on bibliometric analysis," Journal of Asian Economics, Elsevier, vol. 98(C).
    196. 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.
    197. Tiziano Ropele & Alex Tagliabracci, 2026. "The economic impact of artificial intelligence: evidence from Italian firms," Questioni di Economia e Finanza (Occasional Papers) 1005, Bank of Italy, Economic Research and International Relations Area.
    198. Tatsuru Kikuchi, 2025. "Stochastic Boundaries in Spatial General Equilibrium: A Diffusion-Based Approach to Causal Inference with Spillover Effects," Papers 2508.06594, arXiv.org.
    199. Hu, Jinjin & Huo, Dong & Wu, Delin & Yang, Chunhong, 2025. "The effect of corporate agglomeration networks on breakthrough innovation—Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 212(C).
    200. Xu, Rui & Zhang, Hao & Han, Minghui & Yang, Leo Yang, 2025. "Robot adoption and corporate pollution emissions: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 90(C).
    201. Bergougui, Brahim, 2025. "Institutional adaptability, skill-bias technological shifts, and energy efficiency in global decarbonization pathways: Exploring the role of artificial intelligence patents," Technology in Society, Elsevier, vol. 83(C).
    202. 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).
    203. 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.
    204. Jiaju Yu & Ye Xu & Qian Li & Changqi Tao, 2026. "Digital transformation and entrepreneurial activity: driving employee wages in China," International Entrepreneurship and Management Journal, Springer, vol. 22(1), pages 1-29, March.
    205. Anastasios Evgenidis & Apostolos Fasianos, 2025. "AI news shocks and the macroeconomy: evidence from UK patent data," IFS Working Papers W25/48, Institute for Fiscal Studies.
    206. Zou, Yanchi & Li, Kun & He, Lilong & Guo, Jiapei, 2025. "The employment effects of ICT investment: Evidence from the U.S. Commuting Zones," Economic Modelling, Elsevier, vol. 151(C).
    207. Jiang, Wei & Tang, Yuehua & Xiao, Rachel J. & Yao, Vincent, 2025. "Surviving the fintech disruption," Journal of Financial Economics, Elsevier, vol. 171(C).
    208. Dinesh Deckker & Subhashini Sumanasekara, 2025. "Artificial Intelligence and the Future of Job Security: A Narrative Review of Risks, Resilience, and Policy Responses," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 9(6), pages 4384-4407, June.
    209. 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.
    210. Mantej Pardesi, 2025. "Technology spikes and skill formation adjustment: Role of capital investment spikes in firm's training and hiring decision," Economics of Education Working Paper Series 0249, University of Zurich, Department of Business Administration (IBW).
    211. Fang, Yuzhu & Lee, Chi-Chuan & Li, Xinghao, 2025. "Assessing the impact of artificial intelligence on the transition to renewable energy? Analysis of U.S. states under policy uncertainty," Renewable Energy, Elsevier, vol. 246(C).
    212. Wang, Heting & Wang, Huijuan & Guan, Rong, 2024. "Digitalization of industries and labor mobility in China," China Economic Review, Elsevier, vol. 87(C).
    213. 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).
    214. Albanesi, Stefania & Dias Da Silva, António & 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.
    215. Nikoleta Anesti & Edward Hill & Andreas Joseph, 2025. "Inflation Attitudes of Large Language Models," Papers 2512.14306, arXiv.org.
    216. 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.
    217. 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).
    218. Kuosmanen, Natalia & Pajarinen, Mika & Heshmati, Almas, 2026. "Digital technology adoption and firm performance: Evidence from Finland ’s service sector using linked microdata," Telecommunications Policy, Elsevier, vol. 50(1).

  6. 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. & Cirera, Xavier & Cruz, Marcio, 2025. "Technology Sophistication across Establishments," Policy Research Working Paper Series 11051, The World Bank.
    2. Vu, Lien Phuong Thi & Mai, Anh Ngoc & Nguyen, Thai Hoang & Nguyen, Tuan Hoang & Nguyen, Thuy Thanh & Bui, Quyen To, 2025. "Do narrative-related disclosures in annual reports influence corporate risk-taking? Insights from an emerging economy," International Review of Economics & Finance, Elsevier, vol. 103(C).
    3. Deepika Baskar Prabhakar & Hamid Firooz & Sylvain Leduc & Zheng Liu, 2025. "Will Trade Uncertainty Boost Automation?," FRBSF Economic Letter, Federal Reserve Bank of San Francisco, vol. 2025(20), pages 1-6, September.
    4. Erik Brynjolfsson & Catherine Buffington & Nathan Goldschlag & J. Frank Li & Javier Miranda & Robert Seamans, 2023. "The Characteristics and Geographic Distribution of Robot Hubs in U.S. Manufacturing Establishments," Working Papers 23-14, Center for Economic Studies, U.S. Census Bureau.
    5. 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).
    6. Andrés César, 2025. "The Future of Work(ers) in the Age of Technological Revolution," CEDLAS, Working Papers 0344, CEDLAS, Universidad Nacional de La Plata.
    7. Fontanelli, Luca & Calvino, Flavio & Criscuolo, Chiara & Nesta, Lionel & Verdolini, Elena, 2025. "Human after all: Occupations at the core of AI adoption," Labour Economics, Elsevier, vol. 95(C).
    8. 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.
    9. Mann, Katja & Pozzoli, Dario, 2022. "Automation and Low-Skill Labor," IZA Discussion Papers 15791, IZA Network @ LISER.
    10. Fontanelli, Luca & Guerini, Mattia & Miniaci, Raffaele & Secchi, Angelo, 2025. "Predictive AI and productivity growth dynamics: Evidence from French firms," Journal of Economic Behavior & Organization, Elsevier, vol. 240(C).
    11. Firooz, Hamid & Leduc, Sylvain & Liu, Zheng, 2025. "Reshoring, automation, and labor markets under trade uncertainty," Journal of International Economics, Elsevier, vol. 156(C).
    12. Firooz, Hamid & Liu, Zheng & Wang, Yajie, 2025. "Automation and the rise of superstar firms," Journal of Monetary Economics, Elsevier, vol. 151(C).
    13. Domenico Delli Gatti & Roberta Terranova & Enrico Maria Turco, 2024. "Industrial Policy in Times of Market Power," CESifo Working Paper Series 11544, CESifo.
    14. 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).
    15. Bisio, Laura & Cuzzola, Angelo & Grazzi, Marco & Moschella, Daniele, 2025. "The dynamics of automation adoption: Firm-level heterogeneity and aggregate employment effects," European Economic Review, Elsevier, vol. 173(C).
    16. Ince, Barıs & Iskenderoglu, Cansu, 2025. "Automation cost flexibility and firm value," Journal of Corporate Finance, Elsevier, vol. 94(C).
    17. 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).
    18. 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).
    19. Zhou, Yuwen & Shi, Xin, 2025. "How does digital technology adoption affect corporate employment? Evidence from China," Economic Modelling, Elsevier, vol. 147(C).
    20. Agustí Segarra-Blasco & Josep Tomàs-Porres & Mercedes Teruel, 2025. "AI, robots and innovation in European SMEs," Small Business Economics, Springer, vol. 65(1), pages 719-745, June.
    21. Mann, Katja & Pozzoli, Dario, 2024. "Robots and immigration," Journal of Economic Behavior & Organization, Elsevier, vol. 227(C).
    22. Jabłońska, Julia & Mućk, Jakub, 2025. "Appetite for Destruction. A firm-level portrait of automation in Poland," Structural Change and Economic Dynamics, Elsevier, vol. 75(C), pages 391-402.
    23. 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.

  7. 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. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. Jacobs, Arthur, 2023. "Capital-augmenting technical change in the context of untapped automation opportunities," Mathematical Social Sciences, Elsevier, vol. 123(C), pages 155-166.
    7. Shinnosuke KIKUCHI, 2024. "Automation and Offshoring on Wage Inequality in Japan," Discussion papers 24046, Research Institute of Economy, Trade and Industry (RIETI).
    8. Velic, Adnan, 2025. "Relative finance wages and inequality: A role for intangibles?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 103(C).
    9. Narvaez, Cristian Camilo Moreno, 2022. "Automation and the Labor Market: Evidence from Technological Change in Colombia, 2009-2017," SocArXiv v382q_v1, Center for Open Science.
    10. Kang, Chenyu & Xie, Xiaoyu, 2025. "Research on the impact of extended life expectancy on household risk asset allocation: Examining the moderating effects of human capital accumulation," International Review of Financial Analysis, Elsevier, vol. 107(C).
    11. J. Carter Braxton & Bledi Taska, 2025. "Technological Change and Insuring Job Loss," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 58, October.
    12. Arni, Patrick & Egger, Peter & Erhardt, Katharina & Gubler, Matthias & Sauré, Philip, 2024. "Heterogeneous Impacts of Trade Shocks on Workers," IZA Discussion Papers 16895, IZA Network @ LISER.
    13. 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.
    14. Yang, Guang-Zhao & Si, Deng-Kui, 2025. "The impact of VAT input tax refund policy on firms’ labor income share: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 86(C), pages 2233-2246.
    15. Shigeru Fujita & Madison Perry, 2024. "Nonworking Parents or Hungry Children," Economic Insights, Federal Reserve Bank of Philadelphia, vol. 9(4), pages 2-9, December.
    16. 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).
    17. 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).
    18. 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.
    19. Zhang, Su & Xia, Yan & Wang, Huijuan & Pan, Jiaofeng, 2025. "The good, the bad: How digital technology shapes welfare for formal and flexible workers?," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 2007-2029.
    20. Jakubik, Adam & Rotunno, Lorenzo & Saini, Alisha, 2025. "Foresee the unseen: Evaluating the impact of artificial intelligence on international trade," Journal of Policy Modeling, Elsevier, vol. 47(4), pages 842-861.
    21. Tian Liu & Lan Liao, 2024. "Can farmers’ digital literacy improve income? Empirical evidence from China," PLOS ONE, Public Library of Science, vol. 19(12), pages 1-14, December.
    22. Cristian Espinal Maya, 2026. "From Automation to Augmentation: A Framework for Designing Human-Centric Work Environments in Society 5.0," Papers 2604.01364, arXiv.org.
    23. 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).
    24. Arthur, Joseph & Bilson Darku, Francis & Owusu, Abena Fosua, 2025. "Does corporate ESG news impact firm productivity?," Finance Research Letters, Elsevier, vol. 75(C).
    25. Kali Aloisi, 2024. "Regional Spotlight: Technology vs. the Middle Class," Economic Insights, Federal Reserve Bank of Philadelphia, vol. 9(4), pages 19-25, December.
    26. 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).
    27. Lee, Chien-Chiang & Wang, En-Ze, 2025. "Energy regulation and industrial robot adoption: The role of human capital," Energy Economics, Elsevier, vol. 146(C).
    28. Albinowski, Maciej & Lewandowski, Piotr, 2022. "The Impact of ICT and Robots on Labour Market Outcomes of Demographic Groups in Europe," IZA Discussion Papers 15752, IZA Network @ LISER.
    29. Petur O. Jonsson, 2025. "On Intersectionality, Groups, Discrimination, and Labor Markets," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 31(4), pages 281-299, November.
    30. Roy, Jaideep & Saha, Bibhas, 2025. "Democratic regulation of AI in the workplace," Games and Economic Behavior, Elsevier, vol. 152(C), pages 113-132.
    31. Peralta, Catarina & Gil, Pedro Mazeda, 2025. "Automation, education, and population: Dynamic effects in an OLG growth and fertility model," Journal of Economic Behavior & Organization, Elsevier, vol. 234(C).
    32. 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.
    33. Almeida, Rita K. & Corseuil, Carlos H.L. & Poole, Jennifer P., 2025. "The impact of digital technology on worker tasks: Do labor policies matter?," Journal of Development Economics, Elsevier, vol. 175(C).
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    35. 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).
    36. Matias Ciaschi & Guillermo Falcone & Santiago Garganta & Leonardo Gasparini & Octavio Bertín & Lucía Ramirez-Leira, 2025. "The Potential Distributive Impact of AI-driven Labor Changes in Latin America," CEDLAS, Working Papers 0361, CEDLAS, Universidad Nacional de La Plata.
    37. Adugna, Hailu, 2024. "Fintech dividend: How would digital financial services impact income inequality across countries?," Technology in Society, Elsevier, vol. 77(C).
    38. 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).
    39. Kudoh, Noritaka & Miyamoto, Hiroaki, 2025. "Robots, AI, and unemployment," Journal of Economic Dynamics and Control, Elsevier, vol. 174(C).
    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. Markus Nagler & Johannes Rincke & Erwin Winkler, 2022. "High-Pressure, High-Paying Jobs?," CESifo Working Paper Series 10102, CESifo.
    42. 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).
    43. Deng, Yue & Feng, Aiya & Hu, Dezhuang, 2025. "Gender earnings gap in Chinese firms: Can it be narrowed by industrial robots?," China Economic Review, Elsevier, vol. 89(C).
    44. Henry Redondo, 2023. "From bricklayers to waiters: Reallocation in a deep recession," French Stata Users' Group Meetings 2023 27, Stata Users Group.
    45. Tom Kemeny & Sergio Petralia & Michael Storper, 2022. "Disruptive innovation and spatial inequality," Papers in Evolutionary Economic Geography (PEEG) 2211, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jul 2022.
    46. Chen, Xiaoxiao & Yang, Jiayi & Wu, Bo, 2025. "How is artificial intelligence shaping the labor demand of firms? ——evidence from text-mining analysis of listed companies," Telecommunications Policy, Elsevier, vol. 49(10).
    47. 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.
    48. 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.
    49. D’Alessandro, Simone & Distefano, Tiziano & Spinato Morlin, Guilherme & Villani, Davide, 2025. "Exploring policy responses to labour-saving technologies: An assessment of basic income, job guarantee, and working time reduction," Journal of Policy Modeling, Elsevier, vol. 47(1), pages 49-63.
    50. Davide Alonzo & Giovanni Gallipoli, 2023. "The Changing Value of Employment and Its Implications," Working Papers 2023-009, Human Capital and Economic Opportunity Working Group.
    51. Baek, Seungjin & Jeong, Deokjae, 2023. "Factors Influencing Labor Share: Automation, Task Innovation, and Elasticity of Substitution," MPRA Paper 118730, University Library of Munich, Germany.
    52. Do, Hang & Duong, Kiet Tuan & Huynh, Luu Duc Toan & Vu, Nam T., 2025. "The Real effects of Brexit on labor demand: Evidence from firm-level data," Journal of International Economics, Elsevier, vol. 157(C).
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    54. Gmyrek, Pawel & Winkler, Hernan & 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.
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    56. Da Xie & WeiGuo Yang, 2023. "The Skill-Task Matching Model: Mechanism, Model Structure, and Algorithm," Papers 2306.12176, arXiv.org, revised Oct 2023.
    57. Jurkat, Anne & Klump, Rainer & Schneider, Florian, 2025. "Robots and wages: A meta-analysis," Structural Change and Economic Dynamics, Elsevier, vol. 75(C), pages 541-567.
    58. Dabed, Diego & Genz, Sabrina & Rademakers, Emilie, 2025. "Equalising the effects of automation? The role of task overlap for job finding," Labour Economics, Elsevier, vol. 96(C).
    59. 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).
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    61. 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).
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    119. 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.
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    121. Ayoki, Milton, 2025. "Artificially created scarcity: How AI turns abundance into shortage," MPRA Paper 126550, University Library of Munich, Germany.
    122. 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.
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    124. Donatella Gatti & Julien Vauday, 2025. "AI Diffusion, Disasters, Environmental and Social Change," Working Papers 2025.5, International Network for Economic Research - INFER.
    125. Ana Kujundzic, 2025. "Educational Assortative Mating and Household Income Inequality: Evidence from Brazil, Indonesia, Mexico, and South Africa," Papers 2503.02713, arXiv.org.
    126. 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).
    127. Wang, Wen & Han, Wang-Zhe, 2025. "Do industrial robots bring happiness? The moderating role of public trust," Economic Analysis and Policy, Elsevier, vol. 86(C), pages 380-398.
    128. Mioara Chirita & Riana Iren Radu, 2025. "AI-Enabled Automation, Labor Market Vulnerabilities, and Structural Transformation within an Applied Informatics Framework for Economic Analysis," Economics and Applied Informatics, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, issue 3, pages 117-125.
    129. 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.
    130. Nwaobi, Godwin, 2024. "Productive Sectors and Digital Diffusion(Adoption) in Nigeria: Empirical Evidence," MPRA Paper 122392, University Library of Munich, Germany.
    131. Adrien Bilal & James H. Stock, 2025. "A Guide to Macroeconomics and Climate Change," NBER Working Papers 33567, National Bureau of Economic Research, Inc.
    132. Jetha, Arif & Liao, Qing & Shahidi, Faraz Vahid & Vu, Viet & Biswas, Aviroop & Smith, Brendan & Smith, Peter, 2025. "Machine learning and the labor market: A portrait of occupational and worker inequities in Canada," Social Science & Medicine, Elsevier, vol. 381(C).
    133. Song Wang & Zhiyuan Lin, 2024. "Pay structure and firm technological innovation: comparative research based on three pay gaps," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-21, December.
    134. Roman Stöllinger & Dario Guarascio, 2025. "Assessing Digital Leadership: Is the EU Losing Out to the US?," Open Economies Review, Springer, vol. 36(2), pages 329-371, April.
    135. 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).
    136. 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.
    137. Isaac Baley & Ana Figueiredo & Cristiano Mantovani & Alireza Sepahsalari, 2025. "Self-insurance in turbulent labor markets," Economics Working Papers 1931, Department of Economics and Business, Universitat Pompeu Fabra.
    138. Chen, Qin & Ge, Jinfeng & Xie, Huaqing & Xu, Xingcheng & Yang, Yanqing, 2025. "Large language models at work in China’s labor market," China Economic Review, Elsevier, vol. 92(C).
    139. Ma, Xinxin, 2025. "Foreign direct investment and the gender wage gap: Evidence from China," International Economics, Elsevier, vol. 184(C).
    140. 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.
    141. Ma, Defang & Wang, Jindong & Zeng, Bo & Liu, Ying & Xie, Yuze, 2025. "Does digital transformation enhance financial flexibility?," International Review of Financial Analysis, Elsevier, vol. 106(C).
    142. Zhang, Yun & Samaniego, Roberto & Rodrigo, Rodimiro, 2025. "Robots and Inequality Between and Within Occupations," SocArXiv gtbm4_v1, Center for Open Science.
    143. 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.
    144. 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.
    145. Piotr Lewandowski & Wojciech Szymczak, 2024. "Automation, Trade Unions and Involuntary Atypical Employment," IBS Working Papers 02/2024, Instytut Badan Strukturalnych.
    146. Zhou, Huilin & Wang, Linhui & Cao, Yutong & Li, Jincheng, 2025. "The impact of artificial intelligence on labor market: A study based on bibliometric analysis," Journal of Asian Economics, Elsevier, vol. 98(C).
    147. 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.
    148. Hervé, Justine, 2023. "Specialists or generalists? Cross-industry mobility and wages," Labour Economics, Elsevier, vol. 84(C).
    149. 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.
    150. Anastasios Evgenidis & Apostolos Fasianos, 2025. "AI news shocks and the macroeconomy: evidence from UK patent data," IFS Working Papers W25/48, Institute for Fiscal Studies.
    151. Forslund, Eva & Meriläinen, Jaako & Zipfel, Celine, 2025. "Engines of Empowerment: Cattle Tending, the Milking Machine, and Women in Politics," HoSS Working Paper Series 2025-2, Stockholm School of Economics, House of Sustainable Society (HoSS).
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  8. 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. 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).
    2. 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).
    3. Shimizu, Ryosuke & Momoda, Shohei, 2023. "Does automation technology increase wage?," Journal of Macroeconomics, Elsevier, vol. 77(C).
    4. Leone, Fabrizio, 2024. "Global robots," LSE Research Online Documents on Economics 126784, London School of Economics and Political Science, LSE Library.
    5. 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.
    6. Daron Acemoglu & Gary W. Anderson & David N. Beede & Catherine Buffington & Eric E. Childress & Emin Dinlersoz & Lucia S. Foster & Nathan Goldschlag & John Haltiwanger & Zachary Kroff & Pascual Restre, 2024. "Automation and the Workforce: A Firm-Level View from the 2019 Annual Business Survey," NBER Chapters, in: Technology, Productivity, and Economic Growth, pages 13-55, National Bureau of Economic Research, Inc.
    7. Joel M. David & Romain Ranciere & David Zeke, 2023. "International Diversification, Reallocation, and the Labor Share," Working Paper Series WP 2023-16, Federal Reserve Bank of Chicago.
    8. Bonfiglioli, Alessandra & Crinò, Rosario & Gancia, Gino, 2021. "Concentration in international markets: Evidence from US imports," Journal of Monetary Economics, Elsevier, vol. 121(C), pages 19-39.
    9. Guimarães, Luís & Mazeda Gil, Pedro, 2022. "Explaining the Labor Share: Automation Vs Labor Market Institutions," Labour Economics, Elsevier, vol. 75(C).

  9. Benjamin Moll & Lukasz Rachel & Pascual Restrepo, 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. Daron Acemoglu & Fredric Kong & Pascual Restrepo, 2025. "Tasks At Work: Comparative Advantage, Technology and Labor Demand," RFBerlin Discussion Paper Series 2535, ROCKWOOL Foundation Berlin (RFBerlin).
    4. Auray, Stéphane & Eyquem, Aurélien, 2025. "On automation, labor reallocation and welfare," Journal of Economic Dynamics and Control, Elsevier, vol. 177(C).
    5. 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).
    6. J. Carter Braxton & Bledi Taska, 2025. "Technological Change and Insuring Job Loss," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 58, October.
    7. 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.
    8. Yang, Guang-Zhao & Si, Deng-Kui, 2025. "The impact of VAT input tax refund policy on firms’ labor income share: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 86(C), pages 2233-2246.
    9. Ana Mar Bueno-Cardona, 2026. "El proceso de integracion europeo: ¿una historia de desigualdad?," Documentos de Trabajo EH-Valencia (DT-EHV) 2601, Economic History group at the Universitat de Valencia.
    10. 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.
    11. Andrew Bailey & Ambrogio Cesa-Bianchi & Marco Garofalo & Richard Harrison & Nick McLaren & Rana Sajedi & Sophie Piton, 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. Adrien Auclert & Hannes Malmberg & Frederic Martenet & Matthew Rognlie, 2021. "Demographics, Wealth, and Global Imbalances in the Twenty-First Century," NBER Working Papers 29161, National Bureau of Economic Research, Inc.
    15. 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.
    16. 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.
    17. 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.
    18. Ngai, L. Rachel & Sevinc, Orhun, 2025. "A multisector perspective on wage stagnation," LSE Research Online Documents on Economics 126579, London School of Economics and Political Science, LSE Library.
    19. 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.
    20. Luis Bauluz & Filip Novokmet & Moritz Schularick, 2022. "The Anatomy of the Global Saving Glut," World Inequality Lab Working Papers halshs-03693216, HAL.
    21. Gaillard, Alexandre & Hellwig, Christian & Wangner, Philipp & Werquin, Nicolas, 2023. "Consumption, Wealth, and Income Inequality: A Tale of Tails," TSE Working Papers 23-1493, Toulouse School of Economics (TSE).
    22. Galle, Simon & Lorentzen, Linnea, 2024. "The unequal effects of trade and automation across local labor markets," Journal of International Economics, Elsevier, vol. 150(C).
    23. Lopez-Velasco, Armando R., 2025. "An OLG model with endogenous but distinct power-laws in earnings and wealth," Economics Letters, Elsevier, vol. 257(C).
    24. 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.
    25. Jiang, Hong & Wang, Xue & Liu, Chongguang, 2024. "Automated machines and the labor wage gap," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
    26. Luca Fornaro & Martin Wolf, 2021. "Monetary policy in the age of automation," Economics Working Papers 1794, Department of Economics and Business, Universitat Pompeu Fabra, revised Sep 2022.
    27. 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.
    28. Arthur Jacobs & Luca Zamparelli, 2025. "Towards a Political Economy of Automation," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 25/1120, Ghent University, Faculty of Economics and Business Administration.
    29. 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.
    30. 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).
    31. 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).
    32. Camilla Lenzi & Elisa Panzera, 2025. "Income and wage inequalities from automation. A European perspective," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 45(3), pages 395-420, September.
    33. 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.
    34. Vicente, María Rosalía & Álvarez-Rodríguez, Carla & Suárez-Álvarez, Ana, 2025. "An old familiar song? Assessing the artificial intelligence divide among the regions of the European Union and its connections with digital divides," Telecommunications Policy, Elsevier, vol. 49(8).
    35. Nauro F. Campos & Paul De Grauwe & Yuemei Ji, 2025. "Structural Reforms and Economic Performance: The Experience of Advanced Economies," Journal of Economic Literature, American Economic Association, vol. 63(1), pages 111-163, March.
    36. 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 2025.
    37. 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.
    38. 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.
    39. Luetticke, Ralph & Meyer, Timothy Andreas & Müller, Gernot J. & Schularick, Moritz, 2025. "The great leveler according to HANK," Kiel Working Papers 2308, Kiel Institute for the World Economy.
    40. 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).
    41. Yongheng Hu, 2025. "How Big Data Dilutes Cognitive Resources, Interferes with Rational Decision-making and Affects Wealth Distribution ?," Papers 2508.20435, arXiv.org, revised Aug 2025.
    42. Alex Chernoff & Gabriela Galassi, 2023. "Digitalization: Labour Markets," Discussion Papers 2023-16, Bank of Canada.
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    115. Claudio Costanzo, 2025. "Robots, jobs, and optimal fertility timing," Journal of Population Economics, Springer;European Society for Population Economics, vol. 38(2), pages 1-33, June.
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    122. 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).
    123. 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.
    124. Deng, Liuchun & Müller, Steffen & Plümpe, Verena & Stegmaier, Jens, 2024. "Robots, occupations, and worker age: A production-unit analysis of employment," European Economic Review, Elsevier, vol. 170(C).
    125. Ren, Baoping & Qiu, Zhaoxuan & Liu, Bei, 2025. "Supply chain decarbonisation effects of artificial Intelligence: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 101(C).
    126. 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).
    127. 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).
    128. 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.
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    147. Cortes, Matias & Lerche, Adrian & Schönberg, Uta & Tschopp, Jeanne, 2023. "Technological Change, Firm Heterogeneity and Wage Inequality," IZA Discussion Papers 16070, IZA Network @ LISER.
    148. Bachmann, Ronald & Gonschor, Myrielle & Lewandowski, Piotr & Mandoń, Karol, 2022. "The impact of robots on labour market transitions in Europe," DICE Discussion Papers 388, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    149. Parteka, Aleksandra & Kordalska, Aleksandra, 2023. "Artificial intelligence and productivity: global evidence from AI patent and bibliometric data," Technovation, Elsevier, vol. 125(C).
    150. 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).
    151. Wu, You & Xu, Wanyu, 2025. "Digital innovation and firm internationalization: Insights from publicly listed firms in China," Economic Modelling, Elsevier, vol. 151(C).
    152. 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.
    153. Ince, Barıs & Iskenderoglu, Cansu, 2025. "Automation cost flexibility and firm value," Journal of Corporate Finance, Elsevier, vol. 94(C).
    154. Oesch, David & Walser, Tanja, 2025. "The impact of automation on firms' reporting quality," Journal of Corporate Finance, Elsevier, vol. 92(C).
    155. 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).
    156. 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.
    157. 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.
    158. 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).
    159. Ali, Kishwar & Zhang, Qingyu & Appio, Francesco Paolo, 2025. "Sustainable futures: What's driving France's eco-revolution?," Technological Forecasting and Social Change, Elsevier, vol. 219(C).
    160. 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.
    161. 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).
    162. Hua Yin & Wen Su, 2024. "Industrial Synergy Agglomeration, Urban Innovation Capacity, and Advanced Manufacturing Development," Economies, MDPI, vol. 12(5), pages 1-28, May.
    163. Li, Weiqing, 2025. "The impact of robot adoption on quality of export products: Evidence from Chinese industrial enterprises," Journal of Asian Economics, Elsevier, vol. 97(C).
    164. 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.
    165. Wang, Lei & Zhou, Yahong & Chiao, Benjamin, 2023. "Robots and firm innovation: Evidence from Chinese manufacturing," Journal of Business Research, Elsevier, vol. 162(C).
    166. 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.
    167. 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).
    168. Alessandra Bonfiglioli & Rosario Crinò & Harald Fadinger & Gino Gancia, 2020. "Robot Imports and Firm-Level Outcomes," CESifo Working Paper Series 8741, CESifo.
    169. 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).
    170. 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).
    171. Andreas Baur & Lisandra Flach & Isabella Gourevich & Florian Unger, 2023. "North-South Trade: The Impact of Robotization," CESifo Working Paper Series 10865, CESifo.
    172. Xiaoling Yuan & Baojing Han & Shubei Wang & Jiangyang Zhang, 2025. "Deconstructing the Digital Economy: A New Measurement Framework for Sustainability Research," Sustainability, MDPI, vol. 17(17), pages 1-30, August.
    173. Joern Kleinert, 2021. "Organizational capital, technological choice, and firm productivity," Graz Economics Papers 2021-03, University of Graz, Department of Economics.
    174. Yingjie Xu & Bingchao Zheng & Baojie Guo, 2025. "How Do Industrial Robots Affect the Total Factor Productivity in Manufacturing Enterprises?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(4), pages 14057-14093, October.
    175. Kosuke ARAI & Ippei FUJIWARA & Toyoichiro SHIROTA, 2021. "Robot Penetration and Task Changes," Discussion papers 21093, Research Institute of Economy, Trade and Industry (RIETI).
    176. 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.
    177. Daron Acemoglu & Alex Xi 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," Working Papers 22-58, Center for Economic Studies, U.S. Census Bureau.
    178. Radeef Chundakkadan & Subash Sasidharan & Kausik Chaudhuri, 2025. "Automation, firm performance, and employment: Evidence from developing countries," Journal of Evolutionary Economics, Springer, vol. 35(5), pages 873-900, November.
    179. Zhou, Yuwen & Shi, Xin, 2025. "How does digital technology adoption affect corporate employment? Evidence from China," Economic Modelling, Elsevier, vol. 147(C).
    180. Kostarakos Ilias & Marques Santos Anabela & Molica Francesco, 2025. "Regional resilience in the era of climate change and digitalization," JRC Working Papers on Territorial Modelling and Analysis 2025-08, Joint Research Centre.
    181. DeStefano, Timothy & Timmis, Jonathan, 2024. "Robots and export quality," Journal of Development Economics, Elsevier, vol. 168(C).
    182. 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.
    183. 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).
    184. 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).
    185. 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.
    186. 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.
    187. Xu, Rui & Zhang, Hao & Han, Minghui & Yang, Leo Yang, 2025. "Robot adoption and corporate pollution emissions: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 90(C).
    188. Akerman, Anders & Forslid, Rikard & Prane, Ossian, 2024. "Imports and the CO2 emissions of firms," Journal of International Economics, Elsevier, vol. 152(C).
    189. Mann, Katja & Pozzoli, Dario, 2024. "Robots and immigration," Journal of Economic Behavior & Organization, Elsevier, vol. 227(C).
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    199. 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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  11. 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. Pablo Casas & Jos㉠L. Torres, 2026. "Automation, Taxation, and Social Security Sustainability," Hacienda Pública Española / Review of Public Economics, IEF, vol. 256(1), pages 69-104, March.
    5. 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.
    6. Katya Klinova & Anton Korinek, 2021. "AI and Shared Prosperity," Papers 2105.08475, arXiv.org.
    7. Maeda, Daiki & Morimoto, Takaaki & Motoyama, Takumi & Saito, Yuki, 2025. "Effects of a capital-use tax and automation subsidy in a model of innovation and automation," Journal of Economic Behavior & Organization, Elsevier, vol. 238(C).
    8. 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.
    9. 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.
    10. Luyu Wang & Gangdong Peng & Yongwen Yang & Xiaoxiang Li, 2024. "RETRACTED ARTICLE: 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.
    11. Gallen, Trevor & Kim, Soojin, 2025. "Automation and heterogeneous earnings dynamics," Economics Letters, Elsevier, vol. 255(C).
    12. Kerstin Hotte & Angelos Theodorakopoulos & Pantelis Koutroumpis, 2021. "Automation and Taxation," Papers 2103.04111, arXiv.org, revised Apr 2022.
    13. Arthur Jacobs & Luca Zamparelli, 2025. "Towards a Political Economy of Automation," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 25/1120, Ghent University, Faculty of Economics and Business Administration.
    14. Firooz, Hamid & Liu, Zheng & Wang, Yajie, 2025. "Automation and the rise of superstar firms," Journal of Monetary Economics, Elsevier, vol. 151(C).
    15. Spreen, Thomas Luke & Wang, Ziyuan & Yang, Lang (Kate), 2025. "Industrial automation and local public goods," Journal of Public Economics, Elsevier, vol. 247(C).
    16. Anita Boros, 2025. "Enabling Factors Of The Green Economy Transition," Economy & Business Journal, International Scientific Publications, Bulgaria, vol. 19(1), pages 94-112.
    17. 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.
    18. Jonas Loebbing, 2020. "Redistributive Income Taxation with Directed Technical Change," CESifo Working Paper Series 8743, CESifo.
    19. Zhang, Xiaomeng & Palivos, Theodore & Liu, Xiangbo, 2021. "Aging and Automation in Economies with Search Frictions," MPRA Paper 107950, University Library of Munich, Germany.
    20. Chen, Lei & Jiang, Nana & Wang, Shuai, 2025. "An impossible driver for energy justice? Exploring the impact of artificial intelligence on China's energy transition," Energy Policy, Elsevier, vol. 207(C).
    21. 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).
    22. Del Río, Fernando & Rebelo, Francisco, 2025. "OECD labour share trends: Factor efficiency vs. market distortions in a neoclassical framework," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 2554-2591.
    23. Orhan Erem Atesagaoglu & Hakki Yazici, 2021. "Optimal Taxation of Capital in the Presence of Declining Labor Share," CESifo Working Paper Series 9101, CESifo.
    24. 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).
    25. Nakatani, Ryota, 2024. "Optimal Taxation in the Automated Era," MPRA Paper 121347, University Library of Munich, Germany.
    26. 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.
    27. Andrew Berg & Edward Buffie & Mariarosaria Comunale & Chris Papageorgiou & Luis-Felipe Zanna, 2025. "Searching for Wage Growth: Policy Responses to the Robot Revolution," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 57, July.
    28. 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.
    29. 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.
    30. Maor Milgrom, 2025. "The Costs of Job Displacement and the Demand for Industry-Specific Human Capital," CESifo Working Paper Series 11950, CESifo.
    31. Nakatani, Ryota, 2022. "Optimal fiscal policy in the automated economy," MPRA Paper 115003, University Library of Munich, Germany.
    32. Röser, Florian & Niemann, Stefan & Angelini, Daniele, 2023. "Fiscal Policy and Human Capital in the Race Against the Machine," VfS Annual Conference 2023 (Regensburg): Growth and the "sociale Frage" 277672, Verein für Socialpolitik / German Economic Association.

  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. 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.
    9. 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.
    10. 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.
    11. 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.
    12. Jo, Hyeon & Park, Do-Hyung, 2025. "The fear of being replaced by generative AI: An examination of influential factors among office workers," Technological Forecasting and Social Change, Elsevier, vol. 220(C).
    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. 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.
    17. 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).
    18. Aurélien Saussay & Misato Sato & Francesco Vona & Layla O’Kane, 2022. "Who’s fit for the low-carbon transition? Emerging skills and wage gaps in job and data," Working Papers 2022.31, Fondazione Eni Enrico Mattei.
    19. 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.
    20. 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).
    21. 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.
    22. 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).
    23. Benjamin Lerch, 2021. "From Blue to Steel-Collar Jobs: The Decline in Employment Gaps?," IdEP Economic Papers 2102, USI Università della Svizzera italiana.
    24. Chuan, Amanda & Zhang, Weilong, 2023. "Non-college Occupations, Workplace Routinization, and the Gender Gap in College Enrollment," IZA Discussion Papers 16089, IZA Network @ LISER.
    25. Janine Berg & Francis Green & Laura Nurski & David A Spencer, 2023. "Risks to job quality from digital technologies: Are industrial relations in Europe ready for the challenge?," European Journal of Industrial Relations, , vol. 29(4), pages 347-365, December.
    26. Kerstin Hotte & Taheya Tarannum & Vilhelm Verendel & Lauren Bennett, 2022. "Measuring artificial intelligence: a systematic assessment and implications for governance," Papers 2204.10304, arXiv.org, revised Jul 2025.
    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. Di Tong & Lingfei Wu & James A. Evans, 2026. "Lower-skilled occupations face greater upskilling pressure in U.S. job ads," Nature Communications, Nature, vol. 17(1), pages 1-11, December.
    30. 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).
    31. Yvonne Giesing, 2023. "The Impact of Technological Change on Immigration and Immigrants," CESifo Working Paper Series 10876, CESifo.
    32. 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.
    33. Andrea Borsato & Andre Lorentz, 2022. "Data Production and the coevolving AI trajectories: An attempted evolutionary model," Working Papers of BETA 2022-09, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    34. 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).
    35. 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.
    36. Yubo Cheng, 2025. "Digital Transformation and the Restructuring of Employment: Evidence from Chinese Listed Firms," Papers 2506.23230, arXiv.org.
    37. 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.
    38. 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.
    39. Calì, Massimiliano & Presidente, Giorgio, 2025. "Robots for economic development," Labour Economics, Elsevier, vol. 96(C).
    40. Choi, Taelim & Leigh, Nancey Green, 2024. "Artificial intelligence's creation and displacement of labor demand," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    41. 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. 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. 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.
    2. 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.
    3. 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.
    4. 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).
    5. Ryosuke Shimizu & Shohei Momoda, 2020. "Does Automation Technology increase Wage?," KIER Working Papers 1039, Kyoto University, Institute of Economic Research.
    6. Jurkat, Anne & Klump, Rainer & Schneider, Florian, 2025. "Robots and wages: A meta-analysis," Structural Change and Economic Dynamics, Elsevier, vol. 75(C), pages 541-567.
    7. Wang, Ting & Zhang, Yi & Liu, Chun, 2024. "Robot adoption and employment adjustment: Firm-level evidence from China," China Economic Review, Elsevier, vol. 84(C).
    8. Henrik Schwabe & Fulvio Castellacci, 2020. "Automation, workers’ skills and job satisfaction," Working Papers on Innovation Studies 20200526, Centre for Technology, Innovation and Culture, University of Oslo.
    9. Shimizu, Ryosuke & Momoda, Shohei, 2023. "Does automation technology increase wage?," Journal of Macroeconomics, Elsevier, vol. 77(C).
    10. Attila Lindner & Balazs Murakozy & Balazs Reizer & Ragnhild Schreiner, 2022. "Firm-level technological change and skill demand," CEP Discussion Papers dp1857, Centre for Economic Performance, LSE.
    11. 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.
    12. Rude, Johanna, 2024. "Demographic Change, Automation and the Role of Education," MPRA Paper 120876, University Library of Munich, Germany.
    13. 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.
    14. Fierro, Luca Eduardo & Caiani, Alessandro & Russo, Alberto, 2022. "Automation, Job Polarisation, and Structural Change," Journal of Economic Behavior & Organization, Elsevier, vol. 200(C), pages 499-535.
    15. 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.
    16. 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.
    17. 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).
    18. Gunadi, Christian & Ryu, Hanbyul, 2020. "Does the Rise of Robotic Technology Make People Healthier?," GLO Discussion Paper Series 600, Global Labor Organization (GLO).
    19. Claudia Fontanari & Antonella Palumbo, 2023. "Permanent scars: The effects of wages on productivity," Metroeconomica, Wiley Blackwell, vol. 74(2), pages 351-389, May.
    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. Deng, Liuchun & Müller, Steffen & Plümpe, Verena & Stegmaier, Jens, 2024. "Robots, occupations, and worker age: A production-unit analysis of employment," European Economic Review, Elsevier, vol. 170(C).
    22. Ryosuke Shimizu & Shohei Momoda, 2021. "Does Automation Technology increase Wage?," Discussion papers ron343, Policy Research Institute, Ministry of Finance Japan.
    23. Maddalena Honorati & Indhira Santos & Indhira Santos, 2024. "Investing in Skills to Accelerate Job Transitions," World Bank Publications - Reports 42103, The World Bank Group.
    24. 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.
    25. Nenci, Silvia & Fusacchia, Ilaria & Giunta, Anna & Montalbano, Pierluigi & Pietrobelli, Carlo, . "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).
    26. Lu, Chia-Hui, 2025. "Automation and job polarization," Journal of Macroeconomics, Elsevier, vol. 84(C).
    27. Martin Lábaj & Tomáš Oleš & Gabriel Procházka, 2025. "Impact of robots and artificial intelligence on labor and skill demand: evidence from the UK," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 15(4), pages 953-1001, December.
    28. Freeman, Richard B. & Yang, Buyuan & Zhang, Baitao, 2023. "Data deepening and nonbalanced economic growth," Journal of Macroeconomics, Elsevier, vol. 75(C).
    29. 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.
    30. 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.
    31. Zhou, Yuwen & Shi, Xin, 2025. "How does digital technology adoption affect corporate employment? Evidence from China," Economic Modelling, Elsevier, vol. 147(C).
    32. 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.
    33. Vuković, Danijela Lazović & Damijan, Jože P., 2025. "Drivers of income inequality in OECD countries: Testing the Milanovic's TOP hypothesis," Structural Change and Economic Dynamics, Elsevier, vol. 74(C), pages 416-440.
    34. 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.

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

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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. Orlando Gomes, 2025. "The Human Capital — Artificial Intelligence Symbiosis and Economic Growth," De Economist, Springer, vol. 173(2), pages 331-365, July.
    4. Eiji Yamamura & Ryohei Hayashi, 2022. "AI, Ageing and Brain-Work Productivity: Technological Change in Professional Japanese Chess," Papers 2204.07888, arXiv.org.
    5. 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).
    6. Grafström, Jonas, 2025. "The workload paradox: Will AI reduce academic labor?," Ratio Working Papers 385, The Ratio Institute.
    7. 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).
    8. Wang, Linhui & Zhao, He & Cao, Zhanglu & Dong, Zhiqing, 2024. "Artificial intelligence and intergenerational occupational mobility," Journal of Asian Economics, Elsevier, vol. 90(C).
    9. 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.
    10. 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.
    11. Yang, Kunyu & Kuang, Jinsong, 2025. "How artificial intelligence applications enhance enterprise green total factor productivity? A perspective on human-machine matching and labor skill structure," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 926-947.
    12. Pascal Stiefenhofer, 2025. "Artificial General Intelligence and the Social Contract: A Dynamic Political Economy Model," Journal of Economic Analysis, Anser Press, vol. 4(3), pages 142-183, September.
    13. A. A. Ternikov, 2023. "Artificial intelligence and the demand for skills in Russia," Voprosy Ekonomiki, NP Voprosy Ekonomiki, issue 11.
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    15. Egana-delSol, Pablo & Vargas-Faulbaum, Luis, 2025. "Artificial Intelligence and the Future of Work: Evidence and Policy Guidelines for Developing Economies," IZA Policy Papers 216, Institute of Labor Economics (IZA).
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    17. Tatsuru Kikuchi, 2025. "AI-Driven Spatial Distribution Dynamics: A Comprehensive Theoretical and Empirical Framework for Analyzing Productivity Agglomeration Effects in Japan's Aging Society," Papers 2507.19911, arXiv.org, revised Jul 2025.
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    23. 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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    34. D’Alessandro, Simone & Distefano, Tiziano & Spinato Morlin, Guilherme & Villani, Davide, 2025. "Exploring policy responses to labour-saving technologies: An assessment of basic income, job guarantee, and working time reduction," Journal of Policy Modeling, Elsevier, vol. 47(1), pages 49-63.
    35. Rathi, Sawan & Majumdar, Adrija & Chatterjee, Chirantan, 2024. "Did the COVID-19 pandemic propel usage of AI in pharmaceutical innovation? New evidence from patenting data," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
    36. Zhou, Zhongsheng & Li, Zhuo & Du, Shanzhong & Cao, June, 2024. "Robot adoption and enterprise R&D manipulation: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    37. Chu, Yihe & Li, Yujia & Che, Ming, 2024. "Population aging and the dynamics of the skill income gap: An analysis of a multiple mediation effect," Finance Research Letters, Elsevier, vol. 62(PB).
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    39. Garofalo, Antonio & Bruno, Emma & D'Avino, Maria & Ferraro, Aniello & Punzo, Gennaro, 2025. "Employee compensation in European regions: A spatial analysis of short- and long-term effects," Structural Change and Economic Dynamics, Elsevier, vol. 74(C), pages 303-314.
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    46. 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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    92. David A. Green, 2023. "Basic income and the labour market: Labour supply, precarious work and technological change," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 56(4), pages 1195-1220, November.
    93. Ding, Yijiu & Li, Bo & Ma, Shenglin & Yu, Chunrong & Zhao, Xiaoyi, 2025. "Digital transformation and wage distortion in R&D and innovation activities - Causal inference based on double machine learning," International Review of Financial Analysis, Elsevier, vol. 106(C).
    94. Kai Jia & Nan Zhang, 2022. "Categorization and eccentricity of AI risks: a comparative study of the global AI guidelines," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(1), pages 59-71, March.
    95. 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.
    96. RAHAL, Imen & Khalifa, Zayed, 2025. "Artificial Intelligence and Economic Growth: Opportunities, Challenges, and Future Directions," MPRA Paper 127061, University Library of Munich, Germany, revised 12 Nov 2025.
    97. 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).
    98. 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.
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    105. 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.
    106. 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.
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    109. 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).
    110. 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.
    111. 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.
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    113. 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.
    114. Giovanna Ciaffi & Matteo Deleidi & Stefano Di Bucchianico, 2022. "Stagnation despite ongoing innovation: Is R&D expenditure composition a missing link? An empirical analysis for the US (1948-2019)," Department of Economics University of Siena 877, Department of Economics, University of Siena.
    115. Jonas Tallberg & Eva Erman & Markus Furendal & Johannes Geith & Mark Klamberg & Magnus Lundgren, 2023. "The Global Governance of Artificial Intelligence: Next Steps for Empirical and Normative Research," Papers 2305.11528, arXiv.org.
    116. Bai, Caiquan & Yao, Di & Xue, Qihang, 2025. "Does artificial intelligence suppress firms' greenwashing behavior? Evidence from robot adoption in China," Energy Economics, Elsevier, vol. 142(C).
    117. 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.
    118. 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.
    119. 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).
    120. 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.
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  15. Tarek Benjamin Moll & Lukasz Rachel & Pascual Restrepo, 2019. "Uneven Growth: Automation’s Impact on Income and Wealth Inequality," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-333, Boston University - Department of Economics.

    Cited by:

    1. Aghion, Philippe & Antonin, Celine & Bunel, Simon & Jaravel, Xavier Laurent, 2023. "Modern manufacturing capital, labor demand and product market dynamics: evidence from France," LSE Research Online Documents on Economics 121340, London School of Economics and Political Science, LSE Library.
    2. Ngai, Liwa Rachel & Sevinc, Orhun, 2020. "A Multisector Perspective on Wage Stagnation," CEPR Discussion Papers 14855, C.E.P.R. Discussion Papers.
    3. Jaravel, Xavier & Aghion, Philippe & Antonin, Céline & Bunel, Simon, 2020. "What Are the Labor and Product Market Effects of Automation? New Evidence from France," CEPR Discussion Papers 14443, C.E.P.R. Discussion Papers.
    4. Rajssa Mechelli & Andrea Colciago, 2020. "Competition and Inequality," Economics Series Working Papers 914, University of Oxford, Department of Economics.
    5. Kerstin Hotte & Angelos Theodorakopoulos & Pantelis Koutroumpis, 2021. "Automation and Taxation," Papers 2103.04111, arXiv.org, revised Apr 2022.
    6. Santini, Tommaso, 2022. "Automation with heterogeneous agents: The effect on consumption inequality," IWH Discussion Papers 28/2022, Halle Institute for Economic Research (IWH).
    7. 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.
    8. Drago, Bergholt & Furlanetto, Francesco & Faccioli, Nicolò Maffei, 2019. "The decline of the labor share: new empirical evidence," Working Paper 2019/18, Norges Bank.
    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.
    11. Brinca, Pedro & Duarte, João B. & Holter, Hans & Oliveira, João G., 2023. "Technological Change and Earnings Inequality in the U.S.: Implications for Optimal Taxation," Memorandum 1/2023, Oslo University, Department of Economics.

  16. 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.

  17. 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. Aniruddh Mohan & Parth Vaishnav, 2022. "Impact of automation on long haul trucking operator-hours in the United States," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 9(1), pages 1-10, December.
    5. 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).
    6. Zsofia Barany & Christian Siegel, 2020. "Biased Technological Change and Employment Reallocation," Post-Print hal-03493308, HAL.
    7. Mauro Lanati & Giorgia Giovannetti & Lisa Grazzini & Annalisa Luporini & Michel Rizzo, 2025. "The Effect of EU Funds on Labor Demand: the case of Italian Provinces," Working Papers - Economics wp2025_17.rdf, Universita' degli Studi di Firenze, Dipartimento di Scienze per l'Economia e l'Impresa.
    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. Juan S. Mora-Sanguinetti & Cristina Peñasco & Rok Spruk, 2025. "The Impact of "Green Regulation" on Firms’ Innovation," Working papers 1016, Banque de France.
    12. 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.
    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. 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.
    15. Savin, Ivan & Ott, Ingrid & Konop, Chris, 2022. "Tracing the evolution of service robotics: Insights from a topic modeling approach," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    16. Benjamin Meindl & Morgan R. Frank & Joana Mendonc{c}a, 2021. "Exposure of occupations to technologies of the fourth industrial revolution," Papers 2110.13317, arXiv.org.
    17. Andreas Schaefer & Maik T. Schneider, 2024. "Public Policy Responses to AI," Graz Economics Papers 2024-06, University of Graz, Department of Economics.
    18. Engberg, Erik & Koch, Michael & Lodefalk, Magnus & Schroeder, Sarah, 2023. "Artificial Intelligence, Tasks, Skills and Wages: Worker-Level Evidence from Germany," Ratio Working Papers 371, The Ratio Institute.
    19. Minnis, Michael & Sutherland, Andrew G. & Vetter, Felix W., 2024. "Financial statements not required," Journal of Accounting and Economics, Elsevier, vol. 78(2).
    20. Autor, David & Dorn, David & Katz, Lawrence F. & Patterson, Christina & Van Reenen, John, 2020. "The fall of the labor share and the rise of superstar firms," LSE Research Online Documents on Economics 104480, London School of Economics and Political Science, LSE Library.
    21. Kevin Genna & Christian Ghiglino & Kazuo Nishimura & Alain Venditti, 2021. "Knowledge-Based Structural Change," AMSE Working Papers 2119, Aix-Marseille School of Economics, France.
    22. Spencer Bastani & Daniel Waldenström, 2024. "AI, Automation and Taxation," CESifo Working Paper Series 11084, CESifo.
    23. Richard Bernknopf & Yusuke Kuwayama & Benjamin Zaitchik & Matthew Rodell & Augusto Getirana & Andrea Thorstensen & Samiha Shahreen, 2025. "An economic impact assessment of the use of earth observation information in flood hazard communication," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 121(15), pages 17913-17933, August.
    24. 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).
    25. Orlando Gomes, 2025. "The Human Capital — Artificial Intelligence Symbiosis and Economic Growth," De Economist, Springer, vol. 173(2), pages 331-365, July.
    26. Zhang, Yun & Qu, Yuxuan, 2024. "Has the digital economy improved the consumption of poor and subsistence households?," China Economic Review, Elsevier, vol. 83(C).
    27. López Noria Gabriela, 2021. "Effects of Trade and Technology on the Mexican Labor Market," Working Papers 2021-22, Banco de México.
    28. Barış Kaymak & Immo Schott, 2024. "Do Higher Markups Lower Labor’s Share of Income?," Economic Commentary, Federal Reserve Bank of Cleveland, vol. 2024(02), pages 1-6, February.
    29. Arellano-Bover, Jaime & Bussotti, Carolina & Paradisi, Matteo & Wu, Liangjie, 2026. "The Labor Demand Implications of Brand Capital: Evidence from Trademark Transactions," IZA Discussion Papers 18461, IZA Network @ LISER.
    30. Muehlemann, Samuel, 2025. "Artificial intelligence adoption and workplace training," Journal of Economic Behavior & Organization, Elsevier, vol. 238(C).
    31. 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).
    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, IZA Network @ LISER.
    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.
    38. Narvaez, Cristian Camilo Moreno, 2022. "Automation and the Labor Market: Evidence from Technological Change in Colombia, 2009-2017," SocArXiv v382q_v1, Center for Open Science.
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  19. Daron Acemoglu & Pascual Restrepo, 2018. "Modeling Automation," NBER Working Papers 24321, National Bureau of Economic Research, Inc.

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    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. Yang, Kunyu & Kuang, Jinsong, 2025. "How artificial intelligence applications enhance enterprise green total factor productivity? A perspective on human-machine matching and labor skill structure," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 926-947.
    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. Roy, Jaideep & Saha, Bibhas, 2025. "Democratic regulation of AI in the workplace," Games and Economic Behavior, Elsevier, vol. 152(C), pages 113-132.
    8. Kudoh, Noritaka & Miyamoto, Hiroaki, 2025. "Robots, AI, and unemployment," Journal of Economic Dynamics and Control, Elsevier, vol. 174(C).
    9. 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.
    10. 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.
    11. 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.
    12. Yücesan, Enver, 2025. "Does deglobalization imply the end of global supply chains?," International Business Review, Elsevier, vol. 34(6).
    13. 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.
    14. 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).
    15. Schwark, Florentine & Tryphonides, Andreas, 2025. "The effects of digitalization on production," European Economic Review, Elsevier, vol. 171(C).
    16. Chu, Zhaopeng & Chen, Xin & Yang, Jun, 2025. "Impact of data factor and data integration on economic development: Empirical insights from China," Telecommunications Policy, Elsevier, vol. 49(8).
    17. Stähler, Nikolai, 2021. "The Impact of Aging and Automation on the Macroeconomy and Inequality," Journal of Macroeconomics, Elsevier, vol. 67(C).
    18. Li, Weibing & Li, Mingyang & Chen, Siyuan, 2025. "Automation and household conflict: How industrial robots reduce domestic violence risk," China Economic Review, Elsevier, vol. 94(PB).
    19. Liu, Xinle & Luo, Pengfei & Zhang, Yong, 2025. "Impact of market power on capital investment and labor-augmenting innovations," Finance Research Letters, Elsevier, vol. 81(C).
    20. 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).
    21. Gong, Qiguo & Zhang, Yanyu & Chen, Guohui & Wang, Hui, 2025. "The intelligent production line configuration strategy," International Journal of Production Economics, Elsevier, vol. 285(C).
    22. 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).
    23. Ebeke, Christian H. & Eklou, Kodjovi M., 2023. "Automation and the employment elasticity of fiscal policy," Journal of Macroeconomics, Elsevier, vol. 75(C).
    24. Freire, Clovis, 2025. "Is this time different? Impact of AI in output, employment and inequality across low, middle and high-income countries," Structural Change and Economic Dynamics, Elsevier, vol. 73(C), pages 136-157.
    25. Charalampidis, Nikolaos & Guillochon, Justine, 2025. "Searching for robots," Economic Modelling, Elsevier, vol. 152(C).
    26. 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.
    27. Hennessy, David A., 2025. "Information as a catalyst for industrialization," Journal of Economic Behavior & Organization, Elsevier, vol. 230(C).
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    29. Pang, Ziyun, 2022. "A Note on Economic Growth and Labor Automation," MPRA Paper 112457, University Library of Munich, Germany.
    30. 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.
    31. Hao, Xiaoli & Chen, Linshen & Wang, Shuran & Li, Yuyi & Wu, Haitao & Li, Peilun, 2025. "Carbon lock-in and resource lock-in effects of machine substitution: Evidence from 54 countries," Energy Economics, Elsevier, vol. 151(C).
    32. Gersbach, Hans & Komarov, Evgenij & von Maydell, Richard, 2025. "Artificial intelligence as self-learning capital," Economic Modelling, Elsevier, vol. 153(C).
    33. 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.
    34. 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.
    35. 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.
    36. Leblebicioglu, Asli & Weinberger, Ariel, 2018. "Openness and Factor Shares: Is Globalization Always Bad for Labor?," MPRA Paper 90270, University Library of Munich, Germany.
    37. 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).
    38. 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.
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  20. Daron Acemoglu & Pascual Restrepo, 2018. "Demographics and Automation," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-299, Boston University - Department of Economics.

    Cited by:

    1. Yang, Siying & Liu, Fengshuo & Lu, Jingjing & He, Xiaogang, 2022. "Does occupational injury promote industrial robot applications?," Technology in Society, Elsevier, vol. 70(C).
    2. Satiris Blanas & Gino Gancia & Sang Yoon (Tim) Lee, 2019. "Who Is afraid of machines?," Economics Working Papers 1661, Department of Economics and Business, Universitat Pompeu Fabra.
    3. Tao Chen & Shuwen Pi & Qing Sophie Wang, 2025. "Artificial Intelligence and Corporate Investment Efficiency: Evidence from Chinese Listed Companies," Working Papers in Economics 25/05, University of Canterbury, Department of Economics and Finance.
    4. Ilona Pavlenkova & Luca Alfieri & Jaan Masso, 2021. "Effects Of Automation On The Gender Pay Gap: The Case Of Estonia," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 131, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    5. Benjamin Meindl & Morgan R. Frank & Joana Mendonc{c}a, 2021. "Exposure of occupations to technologies of the fourth industrial revolution," Papers 2110.13317, arXiv.org.
    6. Auray, Stéphane & Eyquem, Aurélien, 2025. "On automation, labor reallocation and welfare," Journal of Economic Dynamics and Control, Elsevier, vol. 177(C).
    7. Osathanunkul, Rossarin & Dumrong, Pasinee & Yamaka, Woraphon & Maneejuk, Paravee, 2023. "The nonlinear impacts of aging labor and government health expenditures on productivity in ASEAN+3 economies," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 450-470.
    8. Bokrantz, Jon & Skoogh, Anders & Berlin, Cecilia & Wuest, Thorsten & Stahre, Johan, 2020. "Smart Maintenance: an empirically grounded conceptualization," International Journal of Production Economics, Elsevier, vol. 223(C).
    9. Orlando Gomes, 2025. "The Human Capital — Artificial Intelligence Symbiosis and Economic Growth," De Economist, Springer, vol. 173(2), pages 331-365, July.
    10. Zhang, Yun & Qu, Yuxuan, 2024. "Has the digital economy improved the consumption of poor and subsistence households?," China Economic Review, Elsevier, vol. 83(C).
    11. Cäcilia Lipowski & Cäcilia vom Baur & Cäcilia vom Baur, 2024. "No Teens, No Tech: How Shortages of Young Workers Hinder Firm Technology Investments," CESifo Working Paper Series 11471, CESifo.
    12. Pu, Yanping & Cai, Yonghui, 2025. "FinTech and corporate digital technology innovation," Finance Research Letters, Elsevier, vol. 85(PB).
    13. Robert L. Clark & Beth M. Ritter, 2020. "How Are Employers Responding to an Aging Workforce?," NBER Working Papers 26633, National Bureau of Economic Research, Inc.
    14. Jung, Yeonha & Yoon, Chungeun, 2025. "The shadow of slavery on industrial innovation: Evidence from the US South," Journal of Comparative Economics, Elsevier, vol. 53(2), pages 511-533.
    15. Basso, Henrique S. & Jimeno, Juan F., 2021. "From secular stagnation to robocalypse? Implications of demographic and technological changes," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 833-847.
    16. Nii-Aponsah, Hubert, 2022. "Automation exposure and implications in advanced and developing countries across gender, age, and skills," MERIT Working Papers 2022-021, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    17. Benmelech, Efraim & Zator, Michał, 2025. "Robots and firm investment," Journal of Financial Economics, Elsevier, vol. 174(C).
    18. 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.
    19. Chen, Yaorui & Wang, Hua, 2025. "Firm perceptions of population aging and cross-regional investment decisions: Evidence from China," Finance Research Letters, Elsevier, vol. 85(PA).
    20. Pietro Checcucci, 2019. "The Silver Innovation. Older workers characteristics and digitalisation of the economy," Working Papers 0040, ASTRIL - Associazione Studi e Ricerche Interdisciplinari sul Lavoro.
    21. Hagiwara, Takefumi, 2025. "Aging and its macroeconomic consequences: An inverted U-shaped endogenous economic growth," MPRA Paper 124598, University Library of Munich, Germany.
    22. Vincent Vandenberghe, 2020. "Differentiating Retirement Age to Compensate for Health Differences," LIDAM Discussion Papers IRES 2020015, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    23. 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).
    24. Arntz, Melanie & Böhm, Michael & Graetz, Georg & Gregory, Terry & Lehmer, Florian & Lipowski, Cäcilia, 2024. "Firm-level technology adoption in times of crisis," ZEW Discussion Papers 24-057, ZEW - Leibniz Centre for European Economic Research.
    25. Eder, Andreas & Koller, Wolfgang & Mahlberg, Bernhard, 2025. "Industrial robots and employment change in manufacturing: A decomposition analysis," Structural Change and Economic Dynamics, Elsevier, vol. 74(C), pages 591-602.
    26. Qiao, Gang & Tan, Ruipeng, 2025. "Demographic change, firm costs, and digital transformation," The Journal of the Economics of Ageing, Elsevier, vol. 32(C).
    27. 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).
    28. Pu, Guifang & Xie, Yanxiang & Wu, Lidong & Wang, Kai, 2024. "Industrial robots and corporate risk-taking value," Finance Research Letters, Elsevier, vol. 70(C).
    29. Ying Yang & Bing Zeng, 2025. "Towards Common Prosperity: Accelerated Depreciation Policy of Fixed Assets and Labor Income Share," IJFS, MDPI, vol. 13(1), pages 1-24, March.
    30. Zhang, Ping & Yang, Huilin & Chen, Chen & Wang, Tao & Jia, Ximeng, 2025. "The impact of population aging on corporate digital transformation: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 214(C).
    31. 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).
    32. Li, Mengjie & Yuan, Nini & Du, Weijian, 2025. "Artificial intelligence and firm green innovation: empirical evidence from the application of robots in China," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 2239-2253.
    33. Davide Castellani & Fabio Lamperti & Katiuscia Lavoratori, 2022. "Measuring adoption of industry 4.0 technologies via international trade data: insights from European countries," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 49(1), pages 51-93, March.
    34. Wang, Shuo & Wang, Yuzhang & Li, Chengyou, 2024. "AI-driven capital-skill complementarity: Implications for skill premiums and labor mobility," Finance Research Letters, Elsevier, vol. 68(C).
    35. Ana L. Abeliansky & Klaus Prettner & Roman Stoellinger, 2023. "Infection Risk at Work, Automatability, and Employment," Department of Economics Working Papers wuwp352, Vienna University of Economics and Business, Department of Economics.
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    173. Gunes Arkadas Asik & Mohamed Ali Marouani & Michelle Marshalian & Ulas Karakoc, 2018. "Productivity, Structural Change and Skills Dynamics in Tunisia and Turkey," Working Papers 1269, Economic Research Forum, revised 10 Dec 2018.
    174. 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," LEM Papers Series 2021/25, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    175. Calì, Massimiliano & Presidente, Giorgio, 2025. "Robots for economic development," Labour Economics, Elsevier, vol. 96(C).
    176. Daniele Franco & Pietro Tommasino, 2020. "Lessons From Italy: A Good Pension System Needs an Effective Broader Social Policy Framework," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 55(2), pages 73-81, March.
    177. Radeef Chundakkadan & Subash Sasidharan & Kausik Chaudhuri, 2025. "Automation, firm performance, and employment: Evidence from developing countries," Journal of Evolutionary Economics, Springer, vol. 35(5), pages 873-900, November.
    178. Wang, Hua & Chen, Yaorui, 2024. "The impact of population aging on capital structure decisions and capital market efficiency: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 95(PB).
    179. Nicola Acocella, 2021. "Stagnation," Economia Internazionale / International Economics, Camera di Commercio Industria Artigianato Agricoltura di Genova, vol. 74(2), pages 121-140.
    180. 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.
    181. 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).
    182. Huang, Geng & He, Ling-Yun & Lin, Xi, 2022. "Robot adoption and energy performance: Evidence from Chinese industrial firms," Energy Economics, Elsevier, vol. 107(C).
    183. Ryoji Ohdoi, 2025. "International asymmetries in population aging and their consequences for the technology gap and global growth," Discussion Paper Series 302, School of Economics, Kwansei Gakuin University.
    184. Cheng, Han & Min, Changyi, 2025. "The mitigation effect of industrial robots on air pollution," International Review of Economics & Finance, Elsevier, vol. 99(C).
    185. Bonilla-Mejía, Leonardo & Bracco, Jessica & Ham Gonzalez, Andres & Peñaloza-Pacheco, Leonardo, 2025. "Is Drug-Related Violence Fueling Emigration from Central America?," IZA Discussion Papers 18028, IZA Network @ LISER.
    186. 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.
    187. 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.
    188. Christine Lewis & Patrice Ollivaud, 2020. "Policies for Switzerland’s ageing society," OECD Economics Department Working Papers 1600, OECD Publishing.
    189. Xu, Rui & Zhang, Hao & Han, Minghui & Yang, Leo Yang, 2025. "Robot adoption and corporate pollution emissions: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 90(C).
    190. Mann, Katja & Pozzoli, Dario, 2024. "Robots and immigration," Journal of Economic Behavior & Organization, Elsevier, vol. 227(C).
    191. 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.
    192. Jakir Hussain Mazumder & Bharat Diwakar, 2025. "The Effect of Demography on Inflation in Developing Countries of Asia: Empirical Evidence," Journal of Economic Development, The Economic Research Institute, Chung-Ang University, vol. 50(1), pages 1-21.
    193. Nico Kling & Sebastian Haugk & Heiko Gebauer, 2025. "Towards a Data-Driven Organisation: Making Data a Strategic Knowledge Asset in SMEs," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(6), pages 18424-18442, December.
    194. Ambrocio, Gene, 2023. "Demographic aging and the New Keynesian Phillips Curve," Bank of Finland Research Discussion Papers 16/2023, Bank of Finland.
    195. 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.
    196. 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).
    197. Andersson, David & Karadja, Mounir & Prawitz, Erik, 2020. "Mass Migration and Technological Change," SocArXiv 74ub8, Center for Open Science.
    198. 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.
    199. 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.
    200. Huynh, Cong Minh & Tran, Nam Hoai, 2025. "Foreign direct investment, economic growth, governance quality and the informal economy: Empirical insights from an emerging economy," International Economics, Elsevier, vol. 183(C).
    201. 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).
    202. 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).
    203. 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.
    204. Dian, Jie & Li, Shanmin & Song, Tian, 2025. "Achieving the synergy of pollution and carbon emission reductions: Can artificial intelligence applications work?," China Economic Review, Elsevier, vol. 91(C).
    205. Lechevalier, Sébastien & Monfort, Brieuc, 2025. "Japan at the forefront of the economics of aging? A bibliometric analysis," The Journal of the Economics of Ageing, Elsevier, vol. 32(C).
    206. Bloom, David E. & Kuhn, Michael & Prettner, Klaus, 2023. "Fertility in High-Income Countries: Trends, Patterns, Determinants, and Consequences," IZA Discussion Papers 16500, IZA Network @ LISER.

  21. 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, IZA Network @ LISER.
    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. Bruno de Assis & Giovanni di Pietra & Bruno Pantaleão & Rafael Parfitt, 2025. "The Cross-Border Spillover Effects of Cannabis Regulation in South America," Journal of Quantitative Criminology, Springer, vol. 41(3), pages 345-385, September.
    7. 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.
    8. Roxana Gutiérrez-Romero, 2025. "From drug trafficking to state capture: The dynamics of criminal governance, political violence, and crime diversification," WIDER Working Paper Series wp-2025-19, World Institute for Development Economic Research (UNU-WIDER).
    9. 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.
    10. 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.
    11. Biagi, Victoria & Cardazzi, Alexander & Porreca, Zachary, 2025. "Murder in the Marketplace," GLO Discussion Paper Series 1569, Global Labor Organization (GLO).
    12. Cruz, Iván López & Torrens, Gustavo, 2026. "A two-wave death story: fentanyl overdoses in the US, bullets in Mexico," Journal of Development Economics, Elsevier, vol. 178(C).
    13. 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.
    14. Eduardo Hidalgo & Erik Hornung & Pablo Selaya, 2022. "NAFTA and Drug-Related Violence in Mexico," CESifo Working Paper Series 9981, CESifo.
    15. 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.
    16. 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.
    17. Gianmarco Daniele & Adam Soliman & Juan Vargas, 2026. "Cocaine goes bananas: global spillovers from an illicit supply shock," CEP Discussion Papers dp2167, Centre for Economic Performance, LSE.
    18. Lucas Mar√≠n 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.
    19. McCully, Brett A., 2024. "Immigrants, legal status, and illegal trade," Journal of International Economics, Elsevier, vol. 152(C).
    20. Pinedo, Wilman J. Iglesias, 2022. "The Effect of Plan Colombia on the Value of Legal Agricultural Production," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322605, Agricultural and Applied Economics Association.
    21. 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.
    22. 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).
    23. 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.
    24. Ferraz, Eduardo & Soares, Rodrigo R. & Vargas, Juan, 2021. "Unbundling the Relationship between Economic Shocks and Crime," IZA Discussion Papers 14954, IZA Network @ LISER.
    25. 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).
    26. Rozo, Sandra V. & Anders, Therese & Raphael, Steven, 2020. "Deportation, Crime, and Victimization," GLO Discussion Paper Series 545, Global Labor Organization (GLO).
    27. Soares, Rodrigo R. & Souza, Danilo, 2025. "Too much of a good thing: Accelerated growth and crime," Journal of Development Economics, Elsevier, vol. 175(C).
    28. 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).
    29. Victoria Biagi & Alexander Cardazzi & Zachary Porreca, 2025. "Murder in the Marketplace," BAFFI CAREFIN Working Papers 25239, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    30. 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.
    31. Freylejer, Leandro & Orr, Scott, 2023. "Import substitution in illicit methamphetamine markets," Journal of International Economics, Elsevier, vol. 140(C).
    32. Ham Gonzalez, Andres & Ruiz, Juanita, 2024. "The Labor Market Effects of Drug-Related Violence in a Transit Country," IZA Discussion Papers 17126, IZA Network @ LISER.
    33. 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.
    34. Arteaga, Julian & Shenoy, Ashish, 2022. "Mexican migration flows and agricultural labor markets in the U.S," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322311, Agricultural and Applied Economics Association.
    35. 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.
    36. Gutiérrez-Romero, Roxana, 2024. "Drug trafficking fuels violence leading to mass emigration: The case of Guatemala," Economic Modelling, Elsevier, vol. 131(C).
    37. 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.
    38. Ceren Baysan & Marshall Burke & Felipe González & Solomon Hsiang & Edward Miguel, 2019. "Economic and Non-Economic Factors in Violence: Evidence from Organized Crime, Suicides and Climate in Mexico," HiCN Working Papers 292, Households in Conflict Network.
    39. 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," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-13, December.
    40. 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).
    41. Laura Mayoral & Hannes Mueller, 2025. "Rents, Rules or Revolution: A Survey of Institutional Pathways to Peace," Working Papers 1511, Barcelona School of Economics.
    42. Harris,Colin & Cai,Meina & Murtazashvili,Ilia & Murtazashvili,Jennifer Brick, 2020. "The Origins and Consequences of Property Rights," Cambridge Books, Cambridge University Press, number 9781108969055, Enero-Abr.
    43. 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).
    44. 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.
    45. Blattman, Christopher & Lessing, Benjamin & Tobon, Santiago & Duncan, Gustavo, 2021. "Gang rule: Understanding and Countering Criminal Governance," SocArXiv 5nyqs, Center for Open Science.

  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. Jiang, Kai & Xin, Baogui & Santibanez Gonzalez, Ernesto D.R., 2025. "Can industrial intelligence promote net-zero development? An analysis of resource dependence," The North American Journal of Economics and Finance, Elsevier, vol. 78(C).
    2. 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).
    3. 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.
    4. Narvaez, Cristian Camilo Moreno, 2022. "Automation and the Labor Market: Evidence from Technological Change in Colombia, 2009-2017," SocArXiv v382q_v1, Center for Open Science.
    5. 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.
    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. Yang, Jie & Wang, Fayan & Zhou, Jingchi & Zhao, Libin, 2025. "Double-edged sword effect of customer concentration on the adoption of industrial robots," International Review of Economics & Finance, Elsevier, vol. 102(C).
    10. Cao, Yuanyuan & Chen, Shaojian & Tang, Heyan, 2025. "Robot adoption and firm export: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 210(C).
    11. David E. Bloom & Klaus Prettner & Jamel Saadaoui & Mario Veruete, 2023. "Artificial intelligence and the skill premium," Papers 2311.09255, arXiv.org.
    12. 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.
    13. Peralta, Catarina & Gil, Pedro Mazeda, 2025. "Automation, education, and population: Dynamic effects in an OLG growth and fertility model," Journal of Economic Behavior & Organization, Elsevier, vol. 234(C).
    14. 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).
    15. Maarek, Paul & Moiteaux, Elliot, 2021. "Polarization, employment and the minimum wage: Evidence from European local labor markets," Labour Economics, Elsevier, vol. 73(C).
    16. 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).
    17. Yang Shen & Xiuwu Zhang, 2024. "The impact of artificial intelligence on employment: the role of virtual agglomeration," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
    18. 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.
    19. Belloc, Filippo & Burdin, Gabriel & Landini, Fabio, 2020. "Robots and Worker Voice: An Empirical Exploration," IZA Discussion Papers 13799, IZA Network @ LISER.
    20. Zhang, Jingting & Shi, Zhiru, 2025. "Suppress or let go? The time-varying roles of automation towards labor market," Structural Change and Economic Dynamics, Elsevier, vol. 74(C), pages 158-174.
    21. Haonan Wang & Fangjuan Qiu, 2025. "AI adoption and labor cost stickiness: based on natural language and machine learning," Information Technology and Management, Springer, vol. 26(2), pages 163-184, June.
    22. 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.
    23. 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).
    24. Jia, Nan & Yan, Xueling & Yu, Shule, 2024. "Does increasing robot density exacerbate wealth inequality?," Journal of Asian Economics, Elsevier, vol. 95(C).
    25. Corgnet, Brice & Hernán-González, Roberto & Mateo, Ricardo, 2023. "Peer effects in an automated world," Labour Economics, Elsevier, vol. 85(C).
    26. Arntz, Melanie & Gregory, Terry & Zierahn-Weilage, Ulrich, 2019. "Digitalization and the Future of Work: Macroeconomic Consequences," IZA Discussion Papers 12428, IZA Network @ LISER.
    27. Jiang, Hong & Wang, Xue & Liu, Chongguang, 2024. "Automated machines and the labor wage gap," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
    28. 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.
    29. Stähler, Nikolai, 2021. "The Impact of Aging and Automation on the Macroeconomy and Inequality," Journal of Macroeconomics, Elsevier, vol. 67(C).
    30. 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.
    31. Huseynov, Samir, 2025. "ChatGPT and the labor market: Unraveling the effect of AI discussions on students’ earning expectations," Journal of Economic Psychology, Elsevier, vol. 108(C).
    32. 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.
    33. Tang, Yuwei & Sun, Yanlin & He, Zhenyu, 2025. "Air pollution and firms' robot adoption: Evidence from China," Economic Modelling, Elsevier, vol. 143(C).
    34. 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).
    35. Lu, Chia-Hui, 2021. "The impact of artificial intelligence on economic growth and welfare," Journal of Macroeconomics, Elsevier, vol. 69(C).
    36. 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).
    37. Artuc, Erhan & Bastos, Paulo & Rijkers, Bob, 2023. "Robots, tasks, and trade," Journal of International Economics, Elsevier, vol. 145(C).
    38. Qiu, Jiaping & Wan, Chi & Wang, Yan, 2024. "Labor-saving innovations and capital structure," Journal of Corporate Finance, Elsevier, vol. 84(C).
    39. Rude, Johanna, 2024. "Demographic Change, Automation and the Role of Education," MPRA Paper 120876, University Library of Munich, Germany.
    40. Lin, Boqiang & Xu, Chongchong, 2024. "Enhancing energy-environmental performance through industrial intelligence: Insights from Chinese prefectural-level cities," Applied Energy, Elsevier, vol. 365(C).
    41. Andresen, Martin Eckhoff & Løkken, Sturla Andreas, 2020. "The Final straw: High school dropout for marginal students," MPRA Paper 106265, University Library of Munich, Germany.
    42. Yang Shen, 2024. "Future jobs: analyzing the impact of artificial intelligence on employment and its mechanisms," Economic Change and Restructuring, Springer, vol. 57(2), pages 1-33, April.
    43. Zhang, Xinchun & Sun, Murong & Liu, Jianxu & Xu, Aijia, 2024. "The nexus between industrial robot and employment in China: The effects of technology substitution and technology creation," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
    44. George Loewenstein & Zachary Wojtowicz, 2023. "The Economics of Attention," CESifo Working Paper Series 10712, CESifo.
    45. Dai, Hangrui & Yang, Ronghai & Cao, Rongguang & Yin, Lei, 2024. "Does the application of industrial robots promote export green transformation? Evidence from Chinese manufacturing enterprises," International Review of Economics & Finance, Elsevier, vol. 96(PA).
    46. 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.
    47. Minniti, Antonio & Prettner, Klaus & Venturini, Francesco, 2025. "AI innovation and the labor share in European regions," European Economic Review, Elsevier, vol. 177(C).
    48. David Marguerit, 2025. "Augmenting or Automating Labor? The Effect of AI Development on New Work, Employment, and Wages," Papers 2503.19159, arXiv.org.
    49. Antonio Francesco Gravina & Neil Foster-McGregor, 2024. "Unraveling wage inequality: tangible and intangible assets, globalization and labor market regulations," Empirical Economics, Springer, vol. 67(4), pages 1375-1420, October.
    50. Xiaozhen Qin & Jianfu Shen & Eddie Hui & Xun Li, 2026. "Skill-related thickness and employment growth in China’s urban labour market," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 75(1), pages 1-31, March.
    51. Wang, En-Ze & Lee, Chien-Chiang & Li, Yaya, 2022. "Assessing the impact of industrial robots on manufacturing energy intensity in 38 countries," Energy Economics, Elsevier, vol. 105(C).
    52. Wen, Huwei & Shang, Junjie & Nghiem, Xuan-Hoa, 2025. "Does artificial intelligence matter for the population aging-inclusive growth nexus? International evidence," Telecommunications Policy, Elsevier, vol. 49(4).
    53. Wang, Linhui & Zhou, Huilin & Wan, Guanghua, 2025. "The impact of robots on unemployment duration: Evidence from the Chinese General Social Survey," China Economic Review, Elsevier, vol. 89(C).
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    117. Williams, Gemma A. & Cylus, Jonathan & Al Tayara, Lynn & Roubal, Tomáš & Tsilaajav, Tsolmongerel & Barber, Sarah L., 2022. "Can healthy ageing moderate the effects of population ageing on economic growth and health spending trends in Mongolia? A modelling study," LSE Research Online Documents on Economics 117580, London School of Economics and Political Science, LSE Library.
    118. Park, Cyn-Young & Shin, Kwanho & Kikkawa, Aiko, 2022. "Demographic change, technological advance, and growth: A cross-country analysis," Economic Modelling, Elsevier, vol. 108(C).
    119. Øystein Kravdal, 2025. "Should we be concerned about low fertility? A discussion of six possible arguments," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 53(14), pages 373-418.
    120. Hao, Jing & Lu, Yue & Zhang, Jing & Bai, Hengyu & Wu, Ji (George), 2024. "Does provincial gambling culture affect corporate innovation? Evidence from China," Journal of Economic Behavior & Organization, Elsevier, vol. 228(C).
    121. Emerson, Patrick & Knabb, Shawn & Sirbu, Anca-Ioana, 2024. "Does the old-age dependency ratio place a drag on secular growth?," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 1056-1070.
    122. Qin, Shuyuan & Liu, Ziqi & Wang, Jie & Wu, Yongqiu, 2024. "The impact of digital transformation on labour demand quantity and structure: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1452-1469.
    123. Didem Koca, 2022. "2000-2020 Yılları Arasında G7 Ülkeleri ve Türkiye’nin İşgücü Piyasası Yapısının ve Aktif İşgücü Piyasası Politikalarının Karşılaştırmalı Analizi," Journal of Social Policy Conferences, Istanbul University, Faculty of Economics, issue 83, pages 101-140, December.
    124. Md Jamil, Abd Rahim & Law, Siong Hook & Khair-Afham, M.S. & Trinugroho, Irwan, 2024. "Financial inclusion and income inequality in developing countries: The role of aging populations," Research in International Business and Finance, Elsevier, vol. 67(PA).
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    131. Lu, Wenyi & Zhuang, Shilong & Fan, Siyuan, 2024. "Losing trust when pursuing development: How automation hindered political trust in China?," Journal of Economic Behavior & Organization, Elsevier, vol. 218(C), pages 406-422.
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    185. Zhu, Qing & Che, Jianhua & Liu, Shan & Wu, Liangzheng & Zhang, Jigang & Li, Yuze, 2025. "How can artificial intelligence technology applications accelerate energy innovation in China? Evidence from provincial regional data," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 484-502.
    186. Zifeng Feng & Joseph Ooi & Zhonghua Wu, 2025. "Analyzing the Impacts of Property Age on REITs and the Reasons Why REITs Own Older Properties," The Journal of Real Estate Finance and Economics, Springer, vol. 70(2), pages 321-358, February.
    187. 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).
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    190. Naomi KODAMA & Huiyu LI, 2018. "Manager Characteristics and Firm Performance," Discussion papers 18060, Research Institute of Economy, Trade and Industry (RIETI).
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    192. Hui Li & Jiaqiang Xu, 2024. "Impact of Digital Government on Digital Transformation of Enterprises from the Perspective of Urban Economic Sustainable Development," Sustainability, MDPI, vol. 16(7), pages 1-24, March.
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    194. Prenzel, Paula & Iammarino, Simona, 2021. "Labor force aging and the composition of regional human capital," LSE Research Online Documents on Economics 108600, London School of Economics and Political Science, LSE Library.
    195. Wenyi Lu & Siyuan Fan, 2024. "Drinking in despair: Unintended consequences of automation in China," Health Economics, John Wiley & Sons, Ltd., vol. 33(9), pages 2088-2104, September.
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  25. 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.
    4. 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.
    5. Antonio David & Takuji Komatsuzaki & Samuel Pienknagura, 2022. "The Macroeconomic and Socioeconomic Effects of Structural Reforms in Latin America and the Caribbean," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Spring 20), pages 115-155.
    6. 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.
    7. Pablo Javier Garofalo & Jorge M. Streb, 2022. "Broken Promises: Regime Announcements and Exchange Rates around Elections," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Spring 20), pages 1-32.
    8. Arturo Antón & Alejandro Rasteletti, 2022. "Taxing Labor Income in an Economy with High Employment Informality," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Spring 20), pages 33-68.
    9. 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.
    10. Christopher O'Leary & Tulio Cravo & Ana Cristina Sierra & Leandro Justino, 2022. "Effects of Job Referrals on Labor Market Outcomes in Brazil," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Spring 20), pages 157-186.

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

    Cited by:

    1. Costa-Font, Joan & Knust, Niklas, 2023. "Does exposure to democracy decrease health inequality?," LSE Research Online Documents on Economics 119444, London School of Economics and Political Science, LSE Library.
    2. Ablam Estel Apeti & Bao We Wal Bambe & Jean-Louis Combes, 2025. "On the macroeconomic effects of fiscal reforms: fiscal rules and public expenditure efficiency," Public Choice, Springer, vol. 205(1), pages 19-47, October.
    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. Germán Bet & Cecilia Peluffo, 2023. "Democracy, commodity price booms, and infant mortality," Empirical Economics, Springer, vol. 64(1), pages 153-193, January.
    5. Aziz, Nusrate & Chowdhury, Murshed & Cooray, Arusha, 2022. "Why do people from wealthy countries migrate?," European Journal of Political Economy, Elsevier, vol. 73(C).
    6. 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.
    7. Deseau, Arnaud & Levai, Adam & Schmiegelow, Michèle, 2025. "Access to justice and economic development: Evidence from an international panel dataset," European Economic Review, Elsevier, vol. 172(C).
    8. Oscar Calvo-Gonz'alez & Axel Eizmendi & Germ'an Reyes, 2022. "The Shifting Attention of Political Leaders: Evidence from Two Centuries of Presidential Speeches," Papers 2209.00540, arXiv.org, revised Jun 2023.
    9. Jairaj Gupta & Narendra Nath Kushwaha & Xia Li & Tahera Ebrahimi, 2025. "Does firm-level political risk influence earnings management?," Review of Quantitative Finance and Accounting, Springer, vol. 64(3), pages 1165-1198, April.
    10. Michael D. Bordo & Pierre Siklos, 2019. "The Transformation and Performance of Emerging Market Economies Across the Great Divide of the Global Financial Crisis," NBER Working Papers 26342, National Bureau of Economic Research, Inc.
    11. Daniel Horn & Hubert Kiss Janos & Sára Khayouti, 2020. "Does trust associate with political regime?," KRTK-KTI WORKING PAPERS 2013, Institute of Economics, Centre for Economic and Regional Studies.
    12. Dimant, Eugen & Krieger, Tim & Meierrieks, Daniel, 2023. "Paying them to hate US: The effect of U.S. military aid on anti-American terrorism, 1968-2018," Discussion Paper Series 2023-02, University of Freiburg, Wilfried Guth Endowed Chair for Constitutional Political Economy and Competition Policy.
    13. Douglas Gollin & Casper Worm Hansen & Asger Wingender, 2016. "Two Blades of Grass: The Impact of the Green Revolution," CSAE Working Paper Series 2016-30, Centre for the Study of African Economies, University of Oxford.
    14. Elliott Ash & Massimo Morelli & Matia Vannoni, 2022. "More Laws, More Growth? Evidence from U.S. States," BAFFI CAREFIN Working Papers 22178, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    15. Marie-Ange Véganzonès-Varoudakis & Syed Muhammad All-E-Raza Rizvi, 2020. "Conflict, Growth and Human Development An Empirical Analysis of Pakistan," Post-Print hal-02991056, HAL.
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    621. Arora,Abhishek & George,Siddharth & Rao,Vijayendra & Sharan,MR, 2023. "The Added Value of Local Democracy: Evidence from a Natural Experiment in India," Policy Research Working Paper Series 10555, The World Bank.
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    624. Ajayi, Temitope Abraham, 2021. "Democratic Government, Corruption Control, and Economic Development: Evidence from Nigeria with Cointegration Approach," MPRA Paper 110090, University Library of Munich, Germany.
    625. Ang, James B. & Madsen, Jakob B. & Wang, Wen, 2021. "Rice farming, culture and democracy," European Economic Review, Elsevier, vol. 136(C).
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    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. 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.
    5. German Gutierrez, 2018. "Investigating Global Labor and Pro t Shares," 2018 Meeting Papers 165, Society for Economic Dynamics.
    6. 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.
    7. Ilkka Tuomi, 2018. "The Impact of Artificial Intelligence on Learning, Teaching, and Education," JRC Research Reports JRC113226, Joint Research Centre.
    8. 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.
    9. 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.
    10. 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..
    11. 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.
    12. 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.
    13. 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.
    14. 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).
    15. Kilic Celik,Sinem & Kose,Ayhan & Ohnsorge,Franziska Lieselotte, 2020. "Subdued Potential Growth : Sources and Remedies," Policy Research Working Paper Series 9177, The World Bank.
    16. Jonas Hjort & Jonas Poulsen, 2017. "The Arrival of Fast Internet and Employment in Africa," NBER Working Papers 23582, National Bureau of Economic Research, Inc.
    17. Gregory Casey, 2018. "Technology-Driven Unemployment," 2018 Meeting Papers 302, Society for Economic Dynamics.
    18. 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.
    19. 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.
    20. 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.
    21. Kilic Celic, Sinem & Kose, M. Ayhan & Ohnsorge, Franziska, 2023. "Potential Growth Prospects: Risks, Rewards, and Policies," MPRA Paper 116905, University Library of Munich, Germany.
    22. 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.
    23. 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, IZA Network @ LISER.
    24. Cords, Dario & Prettner, Klaus, 2019. "Technological Unemployment Revisited: Automation in a Search and Matching Framework," GLO Discussion Paper Series 308, Global Labor Organization (GLO).
    25. Abeliansky, Ana Lucia & Prettner, Klaus, 2017. "Automation and demographic change," VfS Annual Conference 2017 (Vienna): Alternative Structures for Money and Banking 168215, Verein für Socialpolitik / German Economic Association.
    26. Jose M. Quintero-Holguin, 2018. "Wage inequality, skills and mastering new technologies," Documentos CEDE 16353, Universidad de los Andes, Facultad de Economía, CEDE.
    27. Dongya Koh & Raul Santaeulalia-Llopis & Yu Zheng, 2018. "Labor Share Decline and Intellectual Property Products Capital," Working Papers 873, Queen Mary University of London, School of Economics and Finance.
    28. 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.
    29. Augusto Schianchi, 2016. "La crescita endogena: una rilettura critica," QUADERNI DI ECONOMIA DEL LAVORO, FrancoAngeli Editore, vol. 2016(106), pages 31-48.
    30. 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).
    31. 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.
    32. 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.
    33. 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.
    34. Michael Webb & John Van Reenen & Charles Jones & Nicholas Bloom, 2017. "Are Ideas Getting Harder to Find?," 2017 Meeting Papers 566, Society for Economic Dynamics.
    35. 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.
    36. Lankisch, Clemens & Prettner, Klaus & Prskawetz, Alexia, 2017. "Robots and the skill premium: An automation-based explanation of wage inequality," Hohenheim Discussion Papers in Business, Economics and Social Sciences 29-2017, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    37. 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.
    38. 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.
    39. 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.
    40. Michael Peneder & Julia Bock-Schappelwein & Matthias Firgo & Oliver Fritz & Gerhard Streicher, 2016. "Österreich im Wandel der Digitalisierung," WIFO Studies, WIFO, number 58979.
    41. Lankisch, Clemens & Prettner, Klaus & Prskawetz, Alexia, 2019. "How can robots affect wage inequality?," Economic Modelling, Elsevier, vol. 81(C), pages 161-169.
    42. Clemens Struck & Adnan Velic, 2017. "Automation, New Technology, and Non-Homothetic Preferences," Trinity Economics Papers tep1217, Trinity College Dublin, Department of Economics.
    43. Dilyana Dimova, 2019. "The Structural Determinants of the Labor Share in Europe," IMF Working Papers 2019/067, International Monetary Fund.
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    67. 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.
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    71. 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.
    72. André Cieplinski, 2017. "Employee Control, Work Content and Wages," Department of Economics University of Siena 775, Department of Economics, University of Siena.
    73. Thiédjé Gaudens-Omer Kouakou, 2025. "Artificial Intelligence (AI), financial market and economic growth: A simple theoretical model," Economics Bulletin, AccessEcon, vol. 45(3), pages 1297-1307.
    74. 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.
    75. Yang, Yunxiang & Hu, Xiaoyang & Li, Daode & Cai, Wenhao, 2025. "Including A-shares in the MSCI index and enterprises’ Total factor productivity—impact on China's micro-enterprises," Finance Research Letters, Elsevier, vol. 76(C).
    76. 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.
    77. Ferrreira, Ana Melissa, 2019. "Skill-Biased Technological Change and Inequality in the U.S," MPRA Paper 93914, University Library of Munich, Germany.
    78. 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).
    79. 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.
    80. Yuki, Kazuhiro, 2016. "Mechanization, Task Assignment, and Inequality," MPRA Paper 75752, University Library of Munich, Germany.
    81. Efraim Benmelech & Nittai K. Bergman & Hyunseob Kim, 2018. "Strong Employers and Weak Employees: How Does Employer Concentration Affect Wages?," Working Papers 18-15, Center for Economic Studies, U.S. Census Bureau.
    82. 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.
    83. 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.
    84. 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.
    85. Hernando Zuleta & AndrÔøΩs Zambrano, 2018. "Neutral or factor saving innovations?," Documentos CEDE 17134, Universidad de los Andes, Facultad de Economía, CEDE.
    86. 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.
    87. 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.
    88. Anna M. Stansbury & Lawrence H. Summers, 2017. "Productivity and Pay: Is the link broken?," NBER Working Papers 24165, National Bureau of Economic Research, Inc.
    89. Hao, Xiaoli & Chen, Linshen & Wang, Shuran & Li, Yuyi & Wu, Haitao & Li, Peilun, 2025. "Carbon lock-in and resource lock-in effects of machine substitution: Evidence from 54 countries," Energy Economics, Elsevier, vol. 151(C).
    90. 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.
    91. Sébastien Bock, 2018. "Job Polarization and Unskilled Employment Losses in France," PSE Working Papers halshs-01513037, HAL.
    92. 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.
    93. 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.
    94. 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.
    95. 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.
    96. Pouliakas, Konstantinos, 2018. "Determinants of Automation Risk in the EU Labour Market: A Skills-Needs Approach," IZA Discussion Papers 11829, IZA Network @ LISER.
    97. 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).
    98. Daron Acemoglu & Pascual Restrepo, 2017. "Low-Skill and High-Skill Automation," NBER Working Papers 24119, National Bureau of Economic Research, Inc.
    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. Philippe Aghion & Benjamin F. Jones & Charles I. Jones, 2018. "Artificial Intelligence and Economic Growth," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 237-282, National Bureau of Economic Research, Inc.
    101. Daron Acemoglu & Pascual Restrepo, 2018. "Modeling Automation," NBER Working Papers 24321, National Bureau of Economic Research, Inc.
    102. Joseba Martinez, 2018. "Automation, Growth and Factor Shares," 2018 Meeting Papers 736, Society for Economic Dynamics.
    103. Geoff Weir, 2018. "Wage Growth Puzzles and Technology," RBA Research Discussion Papers rdp2018-10, Reserve Bank of Australia.
    104. Emmanuel Okamba, 2018. "Transition digitale et reconfiguration des métiers dans les organisations : le rôle du Manager de Transition," Post-Print halshs-01799732, HAL.
    105. 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.
    106. 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.
    107. Francesco Caselli & Alan Manning, 2017. "Robot arithmetic: can new technology harm all workers or the average worker?," CEP Discussion Papers dp1497, Centre for Economic Performance, LSE.
    108. 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.

  28. 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. 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.
    2. 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.
    3. 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).
    4. Hernando Zuleta Gonz√°lez, 2017. "Coca, coca√≠na y narcotr√°fico," Documentos CEDE 15634, Universidad de los Andes, Facultad de Economía, CEDE.
    5. 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.
    6. 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.
    7. 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.
    8. 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..
    9. McCully, Brett A., 2024. "Immigrants, legal status, and illegal trade," Journal of International Economics, Elsevier, vol. 152(C).
    10. Pinedo, Wilman J. Iglesias, 2022. "The Effect of Plan Colombia on the Value of Legal Agricultural Production," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322605, Agricultural and Applied Economics Association.
    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. Samuel Lordemus & Noemi Kreif & Rodrigo Moreno‐Serra, 2024. "Public Healthcare Financing during Counterinsurgency Efforts: Evidence from Colombia," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 86(5), pages 1230-1259, October.
    13. Hern√°n Carvajal, 2023. "Efectos de la suspensi√≥n de las aspersiones a√©reas con glifosato sobre la deserci√≥n escolar en Colombia," Documentos CEDE 20307, Universidad de los Andes, Facultad de Economía, CEDE.
    14. Lucas Mar√≠n 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.
    15. Eleonora Dávalos & Leonardo Fabio Morales, 2022. "Diffusion of crime control benefits: Forced eradication and coca crops in Colombia," Documentos de trabajo sobre Economía Regional y Urbana 314, Banco de la Republica de Colombia.
    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).
    23. Leonardo Bonilla Mejía & Iván Higuera Mendieta, 2016. "¿Parques de papel? Áreas protegidas y deforestación en Colombia," Documentos de trabajo sobre Economía Regional y Urbana 248, Banco de la Republica de Colombia.

  29. 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. Mathieu Couttenier & Pauline Grosjean & Marc Sangnier, 2016. "The Wild West is Wild: The Homicide Resource Curse," Working Papers halshs-01267373, HAL.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. Mascarúa Lara Miguel A., 2022. "Imperfect Law Enforcement, Informality, and Organized Crime," Working Papers 2022-16, Banco de México.
    11. 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..
    12. Orraca Romano, Pedro Paulo, . "Essays on development and labour economics for Mexico," Economics PhD Theses, Department of Economics, University of Sussex Business School, number 0816, December.
    13. 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.
    14. 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..
    15. Enamorado, Ted & López-Calva, Luis F. & Rodríguez-Castelán, Carlos & Winkler, Hernán, 2016. "Income inequality and violent crime: Evidence from Mexico's drug war," Journal of Development Economics, Elsevier, vol. 120(C), pages 128-143.

  30. 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. Manuel Pulido-Velásquez & Alexander Alegría-Castellanos & Christopher John Cruz, 2025. "Armed conflict and unemployment in Colombia: the role of US drug interdiction policy," Empirical Economics, Springer, vol. 69(2), pages 829-860, August.
    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. 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.
    7. 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.
    8. Gianmarco Daniele & Adam Soliman & Juan Vargas, 2026. "Cocaine goes bananas: global spillovers from an illicit supply shock," CEP Discussion Papers dp2167, Centre for Economic Performance, LSE.
    9. 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.
    10. Francesco Campo & Federico Maggio, 2025. "THERE WILL BE BLOOD: The Impact of Drug trafficking on Violence and Economic Well-being," "Marco Fanno" Working Papers 0329, Dipartimento di Scienze Economiche "Marco Fanno".
    11. 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.
    12. 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.
    13. 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).
    14. 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..
    15. McCully, Brett A., 2024. "Immigrants, legal status, and illegal trade," Journal of International Economics, Elsevier, vol. 152(C).
    16. Pinedo, Wilman J. Iglesias, 2022. "The Effect of Plan Colombia on the Value of Legal Agricultural Production," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322605, Agricultural and Applied Economics Association.
    17. Juan Pablo Cote, 2019. "The Effect of Interdiction on Coca Cultivation in Colombia," Documentos CEDE 17316, Universidad de los Andes, Facultad de Economía, CEDE.
    18. Mehmet Bac, 2023. "Transnational crimes: how nations should cooperate and why they don't," Scandinavian Journal of Economics, Wiley Blackwell, vol. 125(4), pages 860-899, October.
    19. Hern√°n Carvajal, 2023. "Efectos de la suspensi√≥n de las aspersiones a√©reas con glifosato sobre la deserci√≥n escolar en Colombia," Documentos CEDE 20307, Universidad de los Andes, Facultad de Economía, CEDE.
    20. 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.
    21. Freylejer, Leandro & Orr, Scott, 2023. "Import substitution in illicit methamphetamine markets," Journal of International Economics, Elsevier, vol. 140(C).
    22. Ham Gonzalez, Andres & Ruiz, Juanita, 2024. "The Labor Market Effects of Drug-Related Violence in a Transit Country," IZA Discussion Papers 17126, IZA Network @ LISER.
    23. Anna Bussu & Domenica Giovanna Dettori & Maria Gabriela Ladu & Manuela Pulina, 2024. "Illegal drugs and socio-economic changes in a new pivotal region: a court judgements perspective," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
    24. 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..
    25. 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," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-13, December.
    26. Leonardo Raffo López & Javier Andr�s Castro & Alexander D�az Espa�a, 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.
    27. 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.
    28. Hale Utar, 2018. "Firms and Labor in Times of Violence: Evidence from the Mexican Drug War," CESifo Working Paper Series 7345, CESifo.
    29. 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.

  31. Daniel Mej√≠a & 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. Manuel Pulido-Velásquez & Alexander Alegría-Castellanos & Christopher John Cruz, 2025. "Armed conflict and unemployment in Colombia: the role of US drug interdiction policy," Empirical Economics, Springer, vol. 69(2), pages 829-860, August.
    5. 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.
    6. 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..
    7. Austin L. Wright, 2016. "Economic Shocks and Rebel," HiCN Working Papers 232, Households in Conflict Network.
    8. 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.
    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. Angel Santiago Pardo González, 2025. "Eppur si muove: el efecto de las aspersiones aéreas con glifosato en el desplazamiento forzado en Colombia [Eppur si muove: The Effect of Aerial Glyphosate Spraying on Forced Displacement in Colombia]," Documentos CEDE 2025-35, Universidad de los Andes, Facultad de Economía, CEDE.
    12. 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.
    13. 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..
    14. Guerra-Cújar, María Elvira & Prem, Mounu & Rodríguez-Lesmes, Paul & Vargas, Juan F., 2020. "The Peace Baby Boom: Evidence from Colombia's peace agreement with the FARC," Working papers 64, Red Investigadores de Economía.
    15. Lucas Mar√≠n Llanes & Manuel Fern√°ndez Sierra & Mar√≠a Alejandra V√©lez Lesmes & Eduard Mart√≠nez Gonz√°lez & Paulo Murillo Sandoval, 2024. "Coca-Based Local Growth and Its Socio-Economic Impact in Colombia," Documentos CEDE 21186, Universidad de los Andes, Facultad de Economía, CEDE.
    16. Hern√°n Carvajal, 2023. "Efectos de la suspensi√≥n de las aspersiones a√©reas con glifosato sobre la deserci√≥n escolar en Colombia," Documentos CEDE 20307, Universidad de los Andes, Facultad de Economía, CEDE.
    17. 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).
    18. 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.
    19. Gabriela Rubio, 2020. "¬øFin 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.
    20. Riccardo Ciacci, 2025. "A matter of size: Comparing IV and OLS estimates," PLOS ONE, Public Library of Science, vol. 20(10), pages 1-15, October.
    21. 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..
    22. 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.
    23. 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).

  32. 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. Kutuk, Yasin, 2022. "Inequality convergence: A world-systems theory approach," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 150-165.
    3. 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.
    4. Muhammed N. Islam, 2016. "Does democracy reduce income inequality?," Empirical Economics, Springer, vol. 51(4), pages 1299-1318, December.
    5. Waldenström, Daniel, 2015. "Wealth-Income Ratios in a Small, Late-Industrializing, Welfare-State Economy: Sweden, 1810–2014," IZA Discussion Papers 9408, IZA Network @ LISER.
    6. Francisco G. Ferreira & Nora Lustig & Daniel Teles, 2015. "Appraising cross-national income inequality databases: An introduction," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 13(4), pages 497-526, December.
    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), CY Cergy-Paris University, ESSEC and CNRS.
    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. 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.
    15. Joaquín Serrano & Ivana Benzaquén, 2016. "La Frontera de Posibilidades de Desigualdad en América Latina," CEDLAS, Working Papers 0195, CEDLAS, Universidad Nacional de La Plata.
    16. 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.
    17. 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.
    18. Bumann, Silke & Lensink, Robert, 2016. "Capital account liberalization and income inequality," Journal of International Money and Finance, Elsevier, vol. 61(C), pages 143-162.
    19. Nora Lustig & Daniel Teles, 2016. "Inequality Convergence: How Sensitive are Results to the Choice of Data?," Working Papers 1613, Tulane University, Department of Economics.
    20. 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.
    21. Daron Acemoglu & Suresh Naidu & Pascual Restrepo & James A. Robinson, 2014. "Democracy Does Cause Growth," NBER Working Papers 20004, National Bureau of Economic Research, Inc.
    22. 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.
    23. 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.
    24. 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.
    25. Izaskun Zuazu, 2022. "Electoral systems and income inequality: a tale of political equality," Empirical Economics, Springer, vol. 63(2), pages 793-819, August.
    26. P. Jenkins, Stephen, 2014. "World Income Inequality Databases: an assessment of WIID and SWIID," ISER Working Paper Series 2014-31, Institute for Social and Economic Research.
    27. Angelica Sbardella & Emanuele Pugliese & Luciano Pietronero, 2016. "Economic Development and Inequality: a complex system analysis," Papers 1605.03133, arXiv.org.
    28. 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.
    29. 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).
    30. 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.
    31. 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.
    32. Daniel L. Bennett & Boris Nikolaev, 2017. "On the ambiguous economic freedom–inequality relationship," Empirical Economics, Springer, vol. 53(2), pages 717-754, September.
    33. 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).
    34. 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.
    35. 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.
    36. 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.
    37. Mahyudin Ahmad, 2017. "Economic Freedom and Income Inequality: Does Political Regime Matter?," Economies, MDPI, vol. 5(2), pages 1-28, June.
    38. Gilles Le Garrec, 2014. "Fairness, socialization and the cultural deman for redistribution," Working Papers hal-03429910, HAL.
    39. 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.
    40. Laura Mayoral & Joan Esteban, 2019. "A politico-economic model of public expenditure and income taxation," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 10(3), pages 479-507, November.
    41. 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.
    42. 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.
    43. Corneo, Giacomo & Neher, Frank, 2015. "Democratic redistribution and rule of the majority," European Journal of Political Economy, Elsevier, vol. 40(PA), pages 96-109.
    44. 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.
    45. 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.
    46. 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.
    47. 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.
    48. Gilles Le Garrec, 2018. "Fairness, social norms and the cultural demand for redistribution," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 50(2), pages 191-212, February.
    49. 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.
    50. Gilles Le Garrec, 2014. "Fairness, socialization and the cultural deman for redistribution," Sciences Po Economics Publications (main) hal-03429910, HAL.
    51. Susumu Annaka & Masaaki Higashijima, 2017. "Democratization and Human Development," Working Papers 1712, Waseda University, Faculty of Political Science and Economics.
    52. Ouattara, B. & Standaert, S., 2020. "Property rights revisited," European Journal of Political Economy, Elsevier, vol. 64(C).
    53. 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.
    54. Bo Hyun Chang & Yongsung Chang & Sun-Bin Kim, 2016. "Pareto Weights in Practice: A Quantitative Analysis Across 32 OECD Countries," Working papers 2016rwp-92, Yonsei University, Yonsei Economics Research Institute.
    55. 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.
    56. Ryan Murphy, 2015. "The Impact of Economic Inequality on Economic Freedom," Cato Journal, Cato Journal, Cato Institute, vol. 35(1), pages 117-131, Winter.
    57. 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.
    58. Dorsch, Michael T. & Maarek, Paul, 2015. "Inefficient predation and political transitions," European Journal of Political Economy, Elsevier, vol. 37(C), pages 37-48.
    59. Najm, Sarah, 2019. "The green paradox and budgetary institutions," Energy Policy, Elsevier, vol. 133(C).
    60. Germana Bottone, 2018. "A tax on robots? Some food for thought," Working Papers wp2018-3, Ministry of Economy and Finance, Department of Finance.
    61. 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.
    62. 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.
    63. 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).
    64. 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).
    65. Shahbaz, Muhammad & Bhattacharya, Mita & Mahalik, Mantu Kumar, 2017. "Finance and Income Inequality in Kazakhstan: Evidence since Transition with Policy Suggestions," MPRA Paper 77438, University Library of Munich, Germany, revised 08 Mar 2017.
    66. 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.

  33. 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 Mej√≠a & 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.

  34. Daniel Mej√≠a & Pascual Restrepo, 2010. "Crime and Conspicuous Consumption," Documentos CEDE 7716, Universidad de los Andes, Facultad de Economía, CEDE.

    Cited by:

    1. 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.
    2. 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.
    3. 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.
    4. Carl Hase & Johannes Kasinger, 2024. "The Pass-through of Retail Crime," Papers 2407.07201, arXiv.org, revised Oct 2024.
    5. 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.
    6. 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.
    7. Baumann, Florian & Friehe, Tim, 2013. "Private protection against crime when property value is private information," International Review of Law and Economics, Elsevier, vol. 35(C), pages 73-79.
    8. 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.
    9. 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.
    10. Fe, Hao & Sanfelice, Viviane, 2022. "How bad is crime for business? Evidence from consumer behavior," Journal of Urban Economics, Elsevier, vol. 129(C).
    11. 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.
    12. 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.
    13. Mitra, Aruni & Mukherji, Ronit, 2024. "Class, Caste and Conspicuous Consumption in India," MPRA Paper 121824, University Library of Munich, Germany.
    14. Hale Utar, 2018. "Firms and Labor in Times of Violence: Evidence from the Mexican Drug War," CESifo Working Paper Series 7345, CESifo.
    15. Street, Brittany, 2025. "The impact of economic opportunity on criminal behavior: Evidence from the fracking boom," Journal of Public Economics, Elsevier, vol. 248(C).

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. Andres, Raphaela & Niebel, Thomas & Sack, Robin, 2025. "Big data and firm-level productivity – A cross-country comparison," Information Economics and Policy, Elsevier, vol. 71(C).
    3. Melanie Arntz & Michael J. Bohm & Georg Graetz & Terry Gregory & Florian Lehmer & Cacilia Lipowski, 2025. "Firm-level technology adoption in times of crisis," CEP Discussion Papers dp2093, Centre for Economic Performance, LSE.
    4. Gmyrek, Pawel & Winkler, Hernan & 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.
    5. Jacob Dominski & Yong Suk Lee, 2025. "Advancing AI Capabilities and Evolving Labor Outcomes," Papers 2507.08244, arXiv.org.
    6. Jurkat, Anne & Klump, Rainer & Schneider, Florian, 2025. "Robots and wages: A meta-analysis," Structural Change and Economic Dynamics, Elsevier, vol. 75(C), pages 541-567.
    7. 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.
    8. Steve Gray & Tom Kemeny & Max Nathan & Ceren Ozgen & Guido Pialli & Jon Reades & Anna Rosso & Mateo Sere & Sameera Siddiqui & Anna Valero, 2026. "GRAPH-EE: building employer - employee panels from a knowledge graph and company microdata," CEP Discussion Papers dp2156, Centre for Economic Performance, LSE.
    9. Bijnens, Gert & Konings, Jozef & Putseys, Aaron, 2025. "Unveiling the J-curve: How Intangibles Drive Productivity Mismeasurement," EconStor Preprints 335205, ZBW - Leibniz Information Centre for Economics.
    10. Nguyen, Thao Trang & Domini, Giacomo & Grazzi, Marco & Moschella, D. & Treibich, Tania, 2025. "Automation and the Margins of Export Performance: Evidence from French Firms," MERIT Working Papers 2025-028, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    11. Engberg, Erik & Koch, Michael & Lodefalk, Magnus & Schroeder, Sarah, 2025. "Artificial intelligence, tasks, skills, and wages: Worker-level evidence from Germany," Research Policy, Elsevier, vol. 54(8).
    12. Zhang, Yun & Samaniego, Roberto & Rodrigo, Rodimiro, 2025. "Robots and Inequality Between and Within Occupations," SocArXiv gtbm4_v1, Center for Open Science.
    13. Tiziano Ropele & Alex Tagliabracci, 2026. "The economic impact of artificial intelligence: evidence from Italian firms," Questioni di Economia e Finanza (Occasional Papers) 1005, Bank of Italy, Economic Research and International Relations Area.

  3. Daron Acemoglu & Pascual Restrepo, 2022. "Demographics and Automation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(1), pages 1-44.
    See citations under working paper version above.
  4. Benjamin Moll & Lukasz Rachel & Pascual Restrepo, 2022. "Uneven Growth: Automation's Impact on Income and Wealth Inequality," Econometrica, Econometric Society, vol. 90(6), pages 2645-2683, November.
    See citations under working paper version above.
  5. Daron Acemoglu & David Autor & Jonathon Hazell & Pascual Restrepo, 2022. "Artificial Intelligence and Jobs: Evidence from Online Vacancies," Journal of Labor Economics, University of Chicago Press, vol. 40(S1), pages 293-340.
    See citations under working paper version above.
  6. Daron Acemoglu & Pascual Restrepo, 2022. "Tasks, Automation, and the Rise in U.S. Wage Inequality," Econometrica, Econometric Society, vol. 90(5), pages 1973-2016, September.
    See citations under working paper version above.
  7. Daron Acemoglu & 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.
  8. 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.
  9. 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.
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  13. Daron Acemoglu & Suresh Naidu & Pascual Restrepo & James A. Robinson, 2019. "Democracy Does Cause Growth," Journal of Political Economy, University of Chicago Press, vol. 127(1), pages 47-100.
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    1045. 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.
    1046. Dian, Jie & Li, Shanmin & Song, Tian, 2025. "Achieving the synergy of pollution and carbon emission reductions: Can artificial intelligence applications work?," China Economic Review, Elsevier, vol. 91(C).
    1047. Emerson, Patrick & Knabb, Shawn, 2020. "A demographic headwind: Will an aging society reduce the real interest rate and potential growth?," The Journal of the Economics of Ageing, Elsevier, vol. 17(C).
    1048. Yuxuan Xu & Jie Lyu & Ying Xue & Hongbin Liu, 2022. "Does the Agricultural Productive Service Embedded Affect Farmers’ Family Economic Welfare Enhancement? An Empirical Analysis in Black Soil Region in China," Agriculture, MDPI, vol. 12(11), pages 1-22, November.
    1049. Christian Dustmann & Uta Schoenberg, 2025. "Linking Empirical Evidence to Theory: A Framework for Understanding Immigrations Labor Market Effects," RFBerlin Discussion Paper Series 2522, ROCKWOOL Foundation Berlin (RFBerlin).
    1050. Liu, Jianjun & Liu, Mengting & Liang, Dapeng, 2025. "Research on the impact of digital technology application in industry on industrial carbon dioxide emissions: Evidence from China," Energy Economics, Elsevier, vol. 141(C).
    1051. Lance Lochner & Youngmin Park & Youngki Shin, 2025. "The Evolution of Unobserved Skill Returns in the U.S.: A New Approach Using Panel Data," Papers 2501.09917, arXiv.org.
    1052. Furgasė Jevgenija & Miceikienė Astrida, 2024. "Reforming Labour Taxation: Addressing the Employment Effects of Technological Progress," Management Theory and Studies for Rural Business and Infrastructure Development, Sciendo, vol. 46(4), pages 592-608.
    1053. Singer, Gregor, 2024. "Complementary inputs and industrial development: can lower electricity prices improve energy efficiency?," LSE Research Online Documents on Economics 122365, London School of Economics and Political Science, LSE Library.
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    1060. Barkai, Simcha, 2021. "The Decline of the Labor Share is not Explained by the Capitalization of Intellectual Property Products," Working Papers 310, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.

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

Chapters

  1. Pascual Restrepo, 2025. "We Won't Be Missed: Work and Growth in the AGI World," NBER Chapters, in: The Economics of Transformative AI, National Bureau of Economic Research, Inc.
    See citations under working paper version above.
  2. Daron Acemoglu & Gary W. Anderson & David N. Beede & Catherine Buffington & Eric E. Childress & Emin Dinlersoz & Lucia S. Foster & Nathan Goldschlag & John Haltiwanger & Zachary Kroff & Pascual Restre, 2024. "Automation and the Workforce: A Firm-Level View from the 2019 Annual Business Survey," NBER Chapters, in: Technology, Productivity, and Economic Growth, pages 13-55, National Bureau of Economic Research, Inc.
    See citations under working paper version above.
  3. 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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