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On the welfare implications of automation

Citations

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Cited by:

  1. Taniguchi, Hiroya & Yamada, Ken, 2022. "ICT capital–skill complementarity and wage inequality: Evidence from OECD countries," Labour Economics, Elsevier, vol. 76(C).
  2. Auray, Stéphane & Eyquem, Aurélien, 2025. "On automation, labor reallocation and welfare," Journal of Economic Dynamics and Control, Elsevier, vol. 177(C).
  3. Dennis C. Hutschenreiter & Tommaso Santini & Eugenia Vella, 2022. "Automation and sectoral reallocation," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 13(1), pages 335-362, May.
  4. Alberto Alesina & Michele Battisti & Joseph Zeira, 2018. "Technology and labor regulations: theory and evidence," Journal of Economic Growth, Springer, vol. 23(1), pages 41-78, March.
  5. Hiroaki Sasaki, 2025. "The future of growth and distribution in an economy with automation technology," Journal of Economics, Springer, vol. 145(1), pages 1-30, June.
  6. Milenko Popović, 2018. "Technological Progress, Globalization, and Secular Stagnation," Journal of Central Banking Theory and Practice, Central bank of Montenegro, vol. 7(1), pages 59-100.
  7. Das, Mitali & Hilgenstock, Benjamin, 2022. "The exposure to routinization: Labor market implications for developed and developing economies," Structural Change and Economic Dynamics, Elsevier, vol. 60(C), pages 99-113.
  8. Matteo G. Richiardi & Luis Valenzuela, 2024. "Firm heterogeneity and the aggregate labour share," LABOUR, CEIS, vol. 38(1), pages 66-101, March.
  9. Brinca, Pedro & Duarte, João B. & Holter, Hans A. & Oliveira, João G., 2019. "Investment-Specific Technological Change, Taxation and Inequality in the U.S," MPRA Paper 91960, University Library of Munich, Germany.
  10. Maya Eden & Paul Gaggl, 2020. "Do Poor Countries Really Need More IT?," The World Bank Economic Review, World Bank, vol. 34(1), pages 48-62.
  11. Finkelstein Shapiro, Alan & Mandelman, Federico S., 2021. "Digital adoption, automation, and labor markets in developing countries," Journal of Development Economics, Elsevier, vol. 151(C).
  12. Kudoh, Noritaka & Miyamoto, Hiroaki, 2025. "Robots, AI, and unemployment," Journal of Economic Dynamics and Control, Elsevier, vol. 174(C).
  13. 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.
  14. Kopytov, Alexandr & Roussanov, Nikolai & Taschereau-Dumouchel, Mathieu, 2018. "Short-run pain, long-run gain? Recessions and technological transformation," Journal of Monetary Economics, Elsevier, vol. 97(C), pages 29-44.
  15. Nissim, Gadi & Simon, Tomer, 2021. "The future of labor unions in the age of automation and at the dawn of AI," Technology in Society, Elsevier, vol. 67(C).
  16. Jaimovich, Nir & Saporta-Eksten, Itay & Siu, Henry & Yedid-Levi, Yaniv, 2021. "The macroeconomics of automation: Data, theory, and policy analysis," Journal of Monetary Economics, Elsevier, vol. 122(C), pages 1-16.
  17. 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.
  18. Pablo Casas & José L. Torres, 2023. "Automation, automatic capital returns, and the functional income distribution," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 32(1), pages 113-135, January.
  19. Jan Eeckhout & Christoph Hedtrich & Roberto Pinheiro, 2026. "IT and Urban Polarization," American Economic Journal: Macroeconomics, American Economic Association, vol. 18(1), pages 223-259, January.
  20. Benjamin Bridgman & Ryan Greenaway‐McGrevy, 2022. "Public enterprise and the rise and fall of labor share," Economic Inquiry, Western Economic Association International, vol. 60(1), pages 320-350, January.
  21. Berg, Andrew & Buffie, Edward F. & Zanna, Luis-Felipe, 2018. "Should we fear the robot revolution? (The correct answer is yes)," Journal of Monetary Economics, Elsevier, vol. 97(C), pages 117-148.
  22. Stähler, Nikolai, 2021. "The Impact of Aging and Automation on the Macroeconomy and Inequality," Journal of Macroeconomics, Elsevier, vol. 67(C).
  23. Daisuke ADACHI, 2024. "Robots and Wage Polarization: The effects of robot capital by occupation," Discussion papers 24066, Research Institute of Economy, Trade and Industry (RIETI).
  24. Thanh Le & Huong Quynh Nguyen & Mai Vu, 2024. "Robot revolution and human capital accumulation: implications for growth and labour income," Journal of Evolutionary Economics, Springer, vol. 34(1), pages 89-126, January.
  25. Kovalenko, Tim & Töpfer, Marina, 2021. "Cyclical dynamics and the gender pay gap: A structural VAR approach," Economic Modelling, Elsevier, vol. 99(C).
  26. Musa Orak, 2017. "Capital-Task Complementarity and the Decline of the U.S. Labor Share of Income," International Finance Discussion Papers 1200, Board of Governors of the Federal Reserve System (U.S.).
  27. Nikolaos Charalampidis, 2024. "Frictions and the diffusion of automation," Manchester School, University of Manchester, vol. 92(2), pages 148-170, March.
  28. vom Lehn, Christian, 2018. "Understanding the decline in the U.S. labor share: Evidence from occupational tasks," European Economic Review, Elsevier, vol. 108(C), pages 191-220.
  29. Castex, Gonzalo & (Stanley) Cho, Sang-Wook & Dechter, Evgenia, 2022. "The decline in capital-skill complementarity," Journal of Economic Dynamics and Control, Elsevier, vol. 138(C).
  30. Nicolas Vincent & Matthias Kehrig, 2017. "Growing Productivity without Growing Wages: The Micro-Level Anatomy of the Aggregate Labor Share Decline," 2017 Meeting Papers 739, Society for Economic Dynamics.
  31. Minniti, Antonio & Prettner, Klaus & Venturini, Francesco, 2025. "AI innovation and the labor share in European regions," European Economic Review, Elsevier, vol. 177(C).
  32. Pablo Casas & José L. Torres, 2024. "Government size and automation," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 31(3), pages 780-807, June.
  33. Zsofia Barany & Christian Siegel, 2021. "Engines of sectoral labor productivity growth," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 39, pages 304-343, January.
  34. Bellocchi, Alessandro & Marin, Giovanni & Travaglini, Giuseppe, 2023. "The labor share puzzle: Empirical evidence for European countries," Economic Modelling, Elsevier, vol. 124(C).
  35. Davide Furceri & Prakash Loungani & Jonathan D. Ostry, 2019. "The Aggregate and Distributional Effects of Financial Globalization: Evidence from Macro and Sectoral Data," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 51(S1), pages 163-198, December.
  36. Daniil Kashkarov, 2022. "RBTC and Human Capital: Accounting for Individual-Level Responses," CERGE-EI Working Papers wp721, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
  37. Burkhard Heer & Andreas Irmen & Bernd Süssmuth, 2023. "Explaining the decline in the US labor share: taxation and automation," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 30(6), pages 1481-1528, December.
  38. 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.
  39. Dongyu Zhao & Man Wang, 2024. "Smart Manufacturing Promotes High-Quality Development of Enterprises in China," Sustainability, MDPI, vol. 16(23), pages 1-20, November.
  40. Matthias Kehrig & Nicolas Vincent, 2021. "The Micro-Level Anatomy of the Labor Share Decline," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(2), pages 1031-1087.
  41. Lu, Chia-Hui, 2025. "Automation and job polarization," Journal of Macroeconomics, Elsevier, vol. 84(C).
  42. Lecca, Patrizio & Persyn, Damiaan & Sakkas, Stelios, 2023. "Capital-skill complementarity and regional inequality: A spatial general equilibrium analysis," Regional Science and Urban Economics, Elsevier, vol. 102(C).
  43. Tan, Joanne, 2024. "Multidimensional heterogeneity and matching in a frictional labor market — An application to polarization," Labour Economics, Elsevier, vol. 90(C).
  44. Joachim Hubmer, 2023. "The Race Between Preferences and Technology," Econometrica, Econometric Society, vol. 91(1), pages 227-261, January.
  45. Lee Ohanian & Musa Orak & Shihan Shen, 2023. "Revisiting Capital-Skill Complementarity, Inequality, and Labor Share," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 51, pages 479-505, December.
  46. 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).
  47. Jocelyn Maillard, 2021. "Automation, Offshoring and Employment Distribution in Western Europe," Working Papers halshs-03219118, HAL.
  48. Leblebicioğlu, Asli & Weinberger, Ariel, 2021. "Openness and factor shares: Is globalization always bad for labor?," Journal of International Economics, Elsevier, vol. 128(C).
  49. repec:rim:rimwps:17-30 is not listed on IDEAS
  50. Charles M. Beach, 2016. "Changing income inequality: A distributional paradigm for Canada," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 49(4), pages 1229-1292, November.
  51. Loukas Karabarbounis & Brent Neiman, 2019. "Accounting for Factorless Income," NBER Macroeconomics Annual, University of Chicago Press, vol. 33(1), pages 167-228.
  52. Yang, Guang-Zhao & Si, Deng-Kui & Ning, Guang-Jie, 2023. "Does digital transformation reduce the labor income share in enterprises?," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1526-1538.
  53. repec:bin:bpeajo:v:49:y:2019:i:2018-01:p:1-87 is not listed on IDEAS
  54. Nóbrega, Valter, 2020. "Optimal Taxation and Investment-Specific Technological Change," MPRA Paper 98917, University Library of Munich, Germany.
  55. Arvai Kai & Mann Katja, 2022. "Consumption Inequality in the Digital Age," Working papers 890, Banque de France.
  56. Carl-Christian Groh, 2024. "Big Data and Inequality," CRC TR 224 Discussion Paper Series crctr224_2024_555, University of Bonn and University of Mannheim, Germany.
  57. David Autor & Anna Salomons, 2018. "Is Automation Labor Share–Displacing? Productivity Growth, Employment, and the Labor Share," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 49(1 (Spring), pages 1-87.
  58. Jacobs, Arthur, 2023. "Capital-augmenting technical change in the context of untapped automation opportunities," Mathematical Social Sciences, Elsevier, vol. 123(C), pages 155-166.
  59. Julieta Caunedo & David Jaume & Elisa Keller, 2023. "Occupational Exposure to Capital-Embodied Technical Change," American Economic Review, American Economic Association, vol. 113(6), pages 1642-1685, June.
  60. 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.
  61. Vahagn Jerbashian, 2022. "On the Elasticity of Substitution between Labor and ICT and IP Capital and Traditional Capital," CESifo Working Paper Series 9989, CESifo.
  62. Danial Lashkari & Arthur Bauer & Jocelyn Boussard, 2024. "Information Technology and Returns to Scale," American Economic Review, American Economic Association, vol. 114(6), pages 1769-1815, June.
  63. Gabriele Ciminelli & Romain Duval & Davide Furceri, 2022. "Employment Protection Deregulation and Labor Shares in Advanced Economies," The Review of Economics and Statistics, MIT Press, vol. 104(6), pages 1174-1190, November.
  64. Dario Cords & Klaus Prettner, 2022. "Technological unemployment revisited: automation in a search and matching framework [The future of work: meeting the global challenges of demographic change and automation]," Oxford Economic Papers, Oxford University Press, vol. 74(1), pages 115-135.
  65. Kraft, Kornelius & Lammers, Alexander, 2021. "Bargaining Power and the Labor Share - a Structural Break Approach," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242342, Verein für Socialpolitik / German Economic Association.
  66. Perera-Tallo, Fernando, 2017. "Growing income inequality due to biased technological change," Journal of Macroeconomics, Elsevier, vol. 52(C), pages 23-38.
  67. Schwark, Florentine & Tryphonides, Andreas, 2025. "The effects of digitalization on production," European Economic Review, Elsevier, vol. 171(C).
  68. Maya Eden & Paul Gaggl, 2019. "Capital Composition and the Declining Labor Share," CESifo Working Paper Series 7996, CESifo.
  69. Çürük, Malik & Rozendaal, Rik, 2022. "Labor Share, Industry Concentration and Energy Prices : Evidence from Europe," Discussion Paper 2022-023, Tilburg University, Center for Economic Research.
  70. Ghodsi, Mahdi & Stehrer, Robert & Barišić, Antea, 2024. "Assessing the impact of new technologies on wages and labour income shares," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
  71. Aslı Leblebicioğlu & Ariel Weinberger, 2020. "Credit and the Labour Share: Evidence from US States," The Economic Journal, Royal Economic Society, vol. 130(630), pages 1782-1816.
  72. Hémous, David & Dechezleprêtre, Antoine & Olsen, Morten & Zanella, carlo, 2019. "Automating Labor: Evidence from Firm-level Patent Data," CEPR Discussion Papers 14249, C.E.P.R. Discussion Papers.
  73. Chingri, Subhrasil & Mondal, Debasis & Prettner, Klaus, 2025. "Can Human Capital Save Labor? Automation, Education, and the Global Decline in the Labor Share," Department of Economics Working Paper Series 392, WU Vienna University of Economics and Business.
  74. Hideki Nakamura & Joseph Zeira, 2024. "Automation and unemployment: help is on the way," Journal of Economic Growth, Springer, vol. 29(2), pages 215-250, June.
  75. Sasaki, Hiroaki, 2023. "Growth with automation capital and declining population," Economics Letters, Elsevier, vol. 222(C).
  76. De Dominicis, Piero, 2020. "Routinization and Covid-19: a comparison between United States and Portugal," MPRA Paper 101003, University Library of Munich, Germany.
  77. 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.
  78. Charalampidis, Nikolaos & Guillochon, Justine, 2025. "Searching for robots," Economic Modelling, Elsevier, vol. 152(C).
  79. Agustin Velasquez, 2023. "Production Technology, Market Power, and the Decline of the Labor Share," IMF Working Papers 2023/032, International Monetary Fund.
  80. Federico S. Mandelman & Alan Finkelstein Shapiro, 2019. "Digital Adoption, Automation, and Labor Markets in Developing and Emerging Economies," FRB Atlanta Working Paper 2019-22, Federal Reserve Bank of Atlanta.
  81. Alan Finkelstein Shapiro & Victoria Nuguer & Santiago Novoa Gomez, 2024. "Labor Market and Macroeconomic Dynamics in Latin America amid COVID: The Role of Digital-Adoption Policies," The World Bank Economic Review, World Bank, vol. 38(1), pages 161-184.
  82. Kozeniauskas, Nicholas, 2025. "What’s driving the decline in entrepreneurship?," Journal of Monetary Economics, Elsevier, vol. 154(C).
  83. Adachi, Daisuke, 2025. "Elasticity of substitution between robots and workers: Theory and evidence from Japanese robot price data," Journal of Monetary Economics, Elsevier, vol. 152(C).
  84. Cortes, Guido Matias & Jaimovich, Nir & Siu, Henry E., 2017. "Disappearing routine jobs: Who, how, and why?," Journal of Monetary Economics, Elsevier, vol. 91(C), pages 69-87.
  85. 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.
  86. Godwin Uzoamaka Ikenga & Peter van der Sijde, 2024. "Twenty-First Century Competencies; about Competencies for Industry 5.0 and the Opportunities for Emerging Economies," Sustainability, MDPI, vol. 16(16), pages 1-15, August.
  87. Hernandez Martinez, Victor, 2025. "Capital-skill complementarity in manufacturing: Lessons from the US shale boom," European Economic Review, Elsevier, vol. 178(C).
  88. Frish, Roni, 2025. "How a 50 percent decline in the cost of innovative capital reshapes labor share and prices," Economic Modelling, Elsevier, vol. 152(C).
  89. vom Lehn, Christian, 2020. "Labor market polarization, the decline of routine work, and technological change: A quantitative analysis," Journal of Monetary Economics, Elsevier, vol. 110(C), pages 62-80.
  90. Battisti, Michele & Gravina, Antonio Francesco, 2021. "Do robots complement or substitute for older workers?," Economics Letters, Elsevier, vol. 208(C).
  91. Robert Stehrer, 2024. "Neue Technologien und Löhne: Erste Analysen basierend auf österreichischen Mikrodaten," wiiw Research Reports in German language 27, The Vienna Institute for International Economic Studies, wiiw.
  92. Ana Ferreira, 2020. "Skill-Biased Technological Change and Inequality in the U.S," Notas Económicas, Faculty of Economics, University of Coimbra, issue 51, pages 91-107, December.
  93. Coelho, José, 2020. "Universal basic income and skill-biased technological change," MPRA Paper 99195, University Library of Munich, Germany, revised 20 Mar 2020.
  94. Gasteiger, Emanuel & Prettner, Klaus, 2022. "Automation, Stagnation, And The Implications Of A Robot Tax," Macroeconomic Dynamics, Cambridge University Press, vol. 26(1), pages 218-249, January.
  95. Arthur Jacobs, 2024. "The Pasinetti theorem in a task‐based model of automation," Metroeconomica, Wiley Blackwell, vol. 75(3), pages 306-325, July.
  96. Vedor, Bernardo, 2022. "Investment-Specific Technological Change and Universal Basic Income in the U.S," MPRA Paper 111675, University Library of Munich, Germany.
  97. Arthur Jacobs & Elsy Verhofstadt & Luc Van Ootegem, 2023. "Are more automatable jobs less satisfying?," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 23/1059, Ghent University, Faculty of Economics and Business Administration.
  98. Arvai, Kai & Mann, Katja, 2022. "Consumption Inequality in the Digital Age," VfS Annual Conference 2022 (Basel): Big Data in Economics 264001, Verein für Socialpolitik / German Economic Association.
  99. 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.
  100. 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.
  101. Gaggl, Paul & Gray, Rowena & Marinescu, Ioana & Morin, Miguel, 2021. "Does electricity drive structural transformation? Evidence from the United States," Labour Economics, Elsevier, vol. 68(C).
  102. Kehrig, Matthias, 2018. "Comment on “Computerizing industries and routinizing jobs: Explaining trends in aggregate productivity” by Sangmin Aum, Sang Yoon (Tim) Lee and Yongseok Shin," Journal of Monetary Economics, Elsevier, vol. 97(C), pages 22-28.
  103. 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.
  104. Wang, Tianxi & Wright, Greg C., 2020. "Increasing returns to scale within limits: A model of ICT and its effect on the income distribution and occupation choice," Journal of Economic Theory, Elsevier, vol. 189(C).
  105. Cavenaile, Laurent, 2021. "Offshoring, computerization, labor market polarization and top income inequality," Journal of Macroeconomics, Elsevier, vol. 69(C).
  106. 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.
  107. Kerstin Hotte & Melline Somers & Angelos Theodorakopoulos, 2022. "Technology and jobs: A systematic literature review," Papers 2204.01296, arXiv.org.
  108. Shohei Momoda & Takayuki Ogawa & Ryosuke Shimizu, 2025. "Automation and asymmetric international spillovers of technological shocks," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 58(2), pages 642-689, May.
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