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Where Have the Routine Workers Gone? A Study of Polarization Using Panel Data

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Cited by:

  1. Nir Jaimovich & Henry E. Siu, 2020. "Job Polarization and Jobless Recoveries," The Review of Economics and Statistics, MIT Press, vol. 102(1), pages 129-147, March.
  2. Per-Anders Edin & Tiernan Evans & Georg Graetz & Sofia Hernnäs & Guy Michaels, 2023. "Individual Consequences of Occupational Decline," The Economic Journal, Royal Economic Society, vol. 133(654), pages 2178-2209.
  3. Fedorets, Alexandra, 2014. "Closing the Gender Pay Gap and Individual Task Profiles: Women s Advantages from Technological Progress," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100362, Verein für Socialpolitik / German Economic Association.
  4. Mengus, Eric & Davis, Donald R. & Michalski, Tomasz K., 2020. "Labor Market Polarization and The Great Divergence: Theory and Evidence," CEPR Discussion Papers 14623, C.E.P.R. Discussion Papers.
  5. Jaewon Jung, 2019. "Technology, skill, and growth in a global economy," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 68(3), pages 609-641, October.
  6. Black, Sandra E. & Muller, Chandra & Spitz-Oener, Alexandra & He, Ziwei & Hung, Koit & Warren, John Robert, 2021. "The importance of STEM: High school knowledge, skills and occupations in an era of growing inequality," Research Policy, Elsevier, vol. 50(7).
  7. Guido Matías Cortés & Manuel Hidalgo-Pérez, 2015. "Changes in the Return to Skills and the Variance of Unobserved Ability," Working Papers 15.15, Universidad Pablo de Olavide, Department of Economics.
  8. Christopher L. Foote & Richard W. Ryan, 2015. "Labor-Market Polarization over the Business Cycle," NBER Macroeconomics Annual, University of Chicago Press, vol. 29(1), pages 371-413.
  9. Christian vom Lehn & Cache Ellsworth & Zachary Kroff, 2022. "Reconciling Occupational Mobility in the Current Population Survey," Journal of Labor Economics, University of Chicago Press, vol. 40(4), pages 1005-1051.
  10. Nir Jaimovich & Henry Siu & Guido Matias Cortes, 2017. "The End of Men and Rise of Women in the High-Skilled Labor Market," 2017 Meeting Papers 809, Society for Economic Dynamics.
  11. Michele Battisti & Christian Dustmann & Uta Schönberg, 2023. "Technological and Organizational Change and the Careers of Workers," Journal of the European Economic Association, European Economic Association, vol. 21(4), pages 1551-1594.
  12. Ashworth, Jared & Ransom, Tyler, 2019. "Has the college wage premium continued to rise? Evidence from multiple U.S. surveys," Economics of Education Review, Elsevier, vol. 69(C), pages 149-154.
  13. Philipp Lergetporer & Katharina Wedel & Katharina Werner, 2023. "Automatability of Occupations, Workers’ Labor-Market Expectations, and Willingness to Train," CESifo Working Paper Series 10862, CESifo.
  14. Terhi Maczulskij, 2024. "Occupational Mobility of Routine Workers," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 86(5), pages 1198-1229, October.
  15. Michael J. Böhm & Hans-Martin von Gaudecker & Felix Schran, 2024. "Occupation Growth, Skill Prices, and Wage Inequality," Journal of Labor Economics, University of Chicago Press, vol. 42(1), pages 201-243.
  16. Lewandowski, Piotr & Keister, Roma & Hardy, Wojciech & Górka, Szymon, 2020. "Ageing of routine jobs in Europe," Economic Systems, Elsevier, vol. 44(4).
  17. Daniil Kashkarov & Valentin Artemev, 2024. "Disappearing Stepping Stones: Technological Change and Career Paths," CERGE-EI Working Papers wp776, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
  18. Richard Blundell & David A. Green & Wenchao (Michelle) Jin, 2016. "The UK wage premium puzzle: how did a large increase in university graduates leave the education premium unchanged?," IFS Working Papers W16/01, Institute for Fiscal Studies.
  19. John Bailey Jones & Minhee Kim & Byoung G. Park, 2020. "The Wage Penalty for Married Women of Career Interruptions: Evidence from the 1970s and the 1990s," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(4), pages 783-807, August.
  20. Guido Matias Cortes & Giovanni Gallipoli, 2018. "The Costs of Occupational Mobility: An Aggregate Analysis," Journal of the European Economic Association, European Economic Association, vol. 16(2), pages 275-315.
  21. Cheng, Cheng & Wang, Xiaobing, 2021. "Transportation cost reducing technological change and wages inequalities," Structural Change and Economic Dynamics, Elsevier, vol. 59(C), pages 600-611.
  22. Arntz, Melanie & Ivanov, Boris & Pohlan, Laura, 2022. "Regional Structural Change and the Effects of Job Loss," IZA Discussion Papers 15313, Institute of Labor Economics (IZA).
  23. Ronald Bachmann & Merve Cim & Colin Green, 2019. "Long‐Run Patterns of Labour Market Polarization: Evidence from German Micro Data," British Journal of Industrial Relations, London School of Economics, vol. 57(2), pages 350-376, June.
  24. Nikolas Schöll & Thomas Kurer, 2021. "How Technological Change Affects Regional Electorates," Working Papers 1269, Barcelona School of Economics.
  25. Maté Fodor, 2016. "Essays on Education, Wages and Technology," ULB Institutional Repository 2013/239691, ULB -- Universite Libre de Bruxelles.
  26. Gallego, Aina & Kurer, Thomas & Schöll, Nikolas, 2020. "Neither Left-Behind nor Superstar: Ordinary Winners of Digitalization at the Ballot," SocArXiv mu3tw, Center for Open Science.
  27. Bachmann, Ronald & Demir, Gökay & Green, Colin P. & Uhlendorff, Arne, 2022. "The Role of Within-Occupation Task Changes in Wage Development," IZA Discussion Papers 15647, Institute of Labor Economics (IZA).
  28. 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.
  29. Falck, Oliver & Heimisch-Roecker, Alexandra & Wiederhold, Simon, 2021. "Returns to ICT skills," Research Policy, Elsevier, vol. 50(7).
  30. Schmidpeter, Bernhard & Winter-Ebmer, Rudolf, 2021. "Automation, unemployment, and the role of labor market training," European Economic Review, Elsevier, vol. 137(C).
  31. Graetz, Georg & Feng, Andy, 2014. "Rise of the Machines: The Effects of Labor-Saving Innovations on Jobs and Wages," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100401, Verein für Socialpolitik / German Economic Association.
  32. Schran, Felix, 2019. "Locational Choice and Spatial Wage Inequality," IZA Discussion Papers 12660, Institute of Labor Economics (IZA).
  33. Maarek, Paul & Moiteaux, Elliot, 2021. "Polarization, employment and the minimum wage: Evidence from European local labor markets," Labour Economics, Elsevier, vol. 73(C).
  34. Fonseca, Tiago & Lima, Francisco & Pereira, Sonia C., 2018. "Job polarization, technological change and routinization: Evidence for Portugal," Labour Economics, Elsevier, vol. 51(C), pages 317-339.
  35. Clément Bosquet & Paul Maarek & Elliot Moiteaux, 2021. "Routine-biased technological change and wages by education level: Occupational downgrading and displacement effects," Working Papers hal-03270715, HAL.
  36. Arntz, Melanie & Genz, Sabrina & Gregory, Terry & Lehmer, Florian & Zierahn-Weilage, Ulrich, 2024. "De-routinization in the fourth industrial revolution: Firm-level evidence," ZEW Discussion Papers 24-005, ZEW - Leibniz Centre for European Economic Research.
  37. Silvia Vannutelli & Sergio Scicchitano & Marco Biagetti, 2022. "Routine-biased technological change and wage inequality: do workers’ perceptions matter?," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 12(3), pages 409-450, September.
  38. Manuel Hidalgo-Pérez & Benedetto Molinari, 2015. "Learning New Technology: the Polarization of the Wage Distribution," Working Papers 15.01, Universidad Pablo de Olavide, Department of Economics.
  39. Ronald Bachmann & Peggy Bechara & Christina Vonnahme, 2020. "Occupational Mobility in Europe: Extent, Determinants and Consequences," De Economist, Springer, vol. 168(1), pages 79-108, March.
  40. Christina Langer & Simon Wiederhold, 2023. "The Value of Early-Career Skills," CESifo Working Paper Series 10288, CESifo.
  41. Wang, Xiupeng, 2020. "Labor market polarization in Britain and Germany: A cross-national comparison using longitudinal household data," Labour Economics, Elsevier, vol. 65(C).
  42. Aleksandra Skorupinska & Joan Torrent-Sellens, 2017. "ICT, Innovation and Productivity: Evidence Based on Eastern European Manufacturing Companies," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(2), pages 768-788, June.
  43. Christian vom Lehn, 2015. "Labor Market Polarization, the Decline of Routine Work, and Technological Change: A Quantitative Evaluation," 2015 Meeting Papers 151, Society for Economic Dynamics.
  44. Eva Moreno‐Galbis & Jeremy Tanguy & Ahmed Tritah & Catherine Laffineur, 2019. "Immigrants’ Wage Performance in a Routine Biased Technological Change Era: France 1994–2012," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 58(4), pages 623-673, October.
  45. Jaison R. Abel & Richard Florida & Todd M. Gabe, 2018. "Can low-wage workers find better jobs?," Staff Reports 846, Federal Reserve Bank of New York.
  46. Beatrice Magistro, 2022. "The influence of financial and economic literacy on policy preferences in Italy," Economics and Politics, Wiley Blackwell, vol. 34(2), pages 351-381, July.
  47. Michael J. Bohm & Hans-Martin von Gaudecker, 2021. "The Performance of Recent Methods for Estimating Skill Prices in Panel Data," Papers 2111.12459, arXiv.org.
  48. Marchand, Joseph, 2020. "Routine Tasks were Demanded from Workers during an Energy Boom," Working Papers 2020-8, University of Alberta, Department of Economics.
  49. Etheridge, Ben & Cavaglia, Chiara, 2017. "Job polarization, task prices and the distribution of task returns," ISER Working Paper Series 2017-09, Institute for Social and Economic Research.
  50. Chi Gong & Xianghui Yang & Hongru Tan & Xiaoye Lu, 2023. "Industrial Robots, Economic Growth, and Sustainable Development in an Aging Society," Sustainability, MDPI, vol. 15(5), pages 1-12, March.
  51. Keyon Vafa & Emil Palikot & Tianyu Du & Ayush Kanodia & Susan Athey & David M. Blei, 2022. "CAREER: A Foundation Model for Labor Sequence Data," Papers 2202.08370, arXiv.org, revised Feb 2024.
  52. Lisa Katharina Kortmann & Julia Simonson & Claudia Vogel & Oliver Huxhold, 2022. "Digitalisation and Employees’ Subjective Job Quality in the Second Half of Working Life in Germany," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 162(2), pages 577-597, July.
  53. repec:hum:wpaper:sfb649dp2016-014 is not listed on IDEAS
  54. Shim, Myungkyu & Yang, Hee-Seung, 2018. "Interindustry wage differentials, technology adoption, and job polarization," Journal of Economic Behavior & Organization, Elsevier, vol. 146(C), pages 141-160.
  55. Blien, Uwe & Dauth, Wolfgang & Roth, Duncan H.W., 2021. "Occupational routine intensity and the costs of job loss: evidence from mass layoffs," Labour Economics, Elsevier, vol. 68(C).
  56. Riccardo Zago, 2020. "Job Polarization, Skill Mismatch and the Great Recession," Working papers 755, Banque de France.
  57. Hernnäs, Sofia, 2020. "Automation, Task Content and Occupations when Skills and Tasks are Bundled," Working Paper Series 2020:6, Uppsala University, Department of Economics.
  58. Younjun Kim & Eric Thompson, 2021. "Routine-Biased Technological Change and Declining Employment Rate of Immigrants," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 47(3), pages 319-353, June.
  59. 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.
  60. Bachmann, Ronald & Stepanyan, Gayane, 2020. "It's a woman's world? Occupational structure and the rise of female employment in Germany," Ruhr Economic Papers 889, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
  61. Tobias Maier & Caroline Neuber-Pohl & Anke Mönnig & Gerd Zika & Michael Kalinowski, 2017. "Modelling reallocation processes in long-term labour market projections [Modellierung von Anpassungsprozessen in langfristigen Arbeitsmarktprojektionen]," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 50(1), pages 67-90, August.
  62. Ross, Matthew B., 2017. "Routine-biased technical change: Panel evidence of task orientation and wage effects," Labour Economics, Elsevier, vol. 48(C), pages 198-214.
  63. Ronald Bachmann & Gökay Demir & Hanna Frings, 2022. "Labor Market Polarization, Job Tasks, and Monopsony Power," Journal of Human Resources, University of Wisconsin Press, vol. 57(S), pages 11-49.
  64. Tamm, Marcus, 2018. "Training and changes in job Tasks," Economics of Education Review, Elsevier, vol. 67(C), pages 137-147.
  65. Fitzenberger, Bernd & Licklederer, Stefanie & Zwiener, Hanna, 2015. "Mobility across firms and occupations among graduates from apprenticeship," Labour Economics, Elsevier, vol. 34(C), pages 138-151.
  66. Aina Gallego & Thomas Kurer & Nikolas Schöll, 2018. "Not so disruptive after all: How workplace digitalization affects political preferences," Economics Working Papers 1623, Department of Economics and Business, Universitat Pompeu Fabra.
  67. Jaewon Jung, 2024. "The Labor Market and Growth Implications of Skill Distribution: A Dynamic General Equilibrium Model with Skill Heterogeneity," Mathematics, MDPI, vol. 12(21), pages 1-22, October.
  68. Hedieh Aghelmaleki & Ronald Bachmann & Joel Stiebale, 2022. "The China Shock, Employment Protection, and European Jobs," ILR Review, Cornell University, ILR School, vol. 75(5), pages 1269-1293, October.
  69. Hunt, Jennifer & Nunn, Ryan, 2019. "Is Employment Polarization Informative about Wage Inequality and Is Employment Really Polarizing?," IZA Discussion Papers 12472, Institute of Labor Economics (IZA).
  70. Michael J. Boehm, 2013. "Has Job Polarization Squeezed the Middle Class? Evidence from the Allocation of Talents," CEP Discussion Papers dp1215, Centre for Economic Performance, LSE.
  71. Aleksandra Parteka & Joanna Wolszczak-Derlacz, 2017. "Workers, Firms and Task Heterogeneity in International Trade Analysis: An Example of Wage Effects of Trade Within GVC," Entrepreneurial Business and Economics Review, Centre for Strategic and International Entrepreneurship at the Cracow University of Economics., vol. 5(2), pages 9-25.
  72. CELI, Giuseppe & VITI, Domenico, 2018. "Land Use, Internal Mobility And External Immigration In Italy," Annals of Spiru Haret University, Economic Series, Universitatea Spiru Haret, vol. 18(3), pages 23-43.
  73. Yu (Sonja) Chen & Matthew Doyle & Francisco M. Gonzalez, "undated". "Mismatch as choice," Working Papers 2017-04, Department of Economics, University of Calgary, revised 15 May 2017.
    • Francisco M. Gonzalez & Yu Chen & Matthew Doyle, 2017. "Mismatch As Choice," Working Papers 1702, University of Waterloo, Department of Economics, revised May 2017.
  74. Maarten Goos & Melanie Arntz & Ulrich Zierahn & Terry Gregory & Stephanie Carretero Gomez & Ignacio Gonzalez Vazquez & Koen Jonkers, 2019. "The Impact of Technological Innovation on the Future of Work," JRC Working Papers on Labour, Education and Technology 2019-03, Joint Research Centre.
  75. Kobayashi, Toru & Yamamoto, Isamu, 2020. "Job tasks and wages in the Japanese labor market: Evidence from wage functions," Journal of the Japanese and International Economies, Elsevier, vol. 58(C).
  76. Maier, Tobias & Neuber-Pohl, Caroline & Mönnig, Anke & Zika, Gerd & Kalinowski, Michael, 2017. "Modelling reallocation processes in long-term labour market projections," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 50(1), pages 67-90.
  77. Hee-Seung Yang & Myungkyu Shim, 2013. "Job Polarization : Market Responses to Interindustry Wage Differentials," 2013 Meeting Papers 1200, Society for Economic Dynamics.
  78. van der Velde, Lucas, 2022. "Phasing out: Routine tasks and retirement," Journal of Comparative Economics, Elsevier, vol. 50(3), pages 784-803.
  79. Albinowski, Maciej & Lewandowski, Piotr, 2024. "The impact of ICT and robots on labour market outcomes of demographic groups in Europe," Labour Economics, Elsevier, vol. 87(C).
  80. 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.
  81. Georg Graetz, 2019. "Labor Demand in the Past, Present, and Future," European Economy - Discussion Papers 114, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
  82. J. Ignacio, Giménez-Nadal & Jose Alberto, Molina & Jorge, Velilla, 2017. "Leisure and effort at work: incorporating self-employment into urban markets," MPRA Paper 77972, University Library of Munich, Germany.
  83. Klauser, Roman & Tamm, Marcus, 2023. "Technological Change and Returns to Training," IZA Discussion Papers 16659, Institute of Labor Economics (IZA).
  84. Andreas Bergh & Anders Kärnä, 2022. "Explaining the rise of populism in European democracies 1980–2018: The role of labor market institutions and inequality," Social Science Quarterly, Southwestern Social Science Association, vol. 103(7), pages 1719-1731, December.
  85. Lucas van der Velde, 2020. "Within Occupation Wage Dispersion and the Task Content of Jobs," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(5), pages 1161-1197, October.
  86. Gustavsson, Magnus, 2017. "Is Job Polarization a Recent Phenomenon? Evidence from Sweden, 1950–2013, and a Comparison to the United States," Working Paper Series 2017:14, Uppsala University, Department of Economics.
  87. Cortes, Guido Matias & Jaimovich, Nir & Nekarda, Christopher J. & Siu, Henry E., 2020. "The dynamics of disappearing routine jobs: A flows approach," Labour Economics, Elsevier, vol. 65(C).
  88. 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.
  89. Cirillo, Valeria & Divella, Marialuisa & Ferrulli, Eustachio & Greco, Lidia, 2024. "Active labor market policies in the framework of Just Transition Programs: the case of Italy, Spain, and Germany," Working Papers 79, Austrian Foundation for Development Research (ÖFSE).
  90. Albertini, Julien & Hairault, Jean-Olivier & Langot, François & Sopraseuth, Thepthida, 2017. "A Tale of Two Countries: A Story of the French and US Polarization," IZA Discussion Papers 11013, Institute of Labor Economics (IZA).
  91. Naticchioni, Paolo & Ragusa, Giuseppe & Massari, Riccardo, 2014. "Unconditional and Conditional Wage Polarization in Europe," IZA Discussion Papers 8465, Institute of Labor Economics (IZA).
  92. KIKUCHI Shinnosuke & KITAO Sagiri, 2020. "Welfare Effects of Polarization: Occupational Mobility over the Life-cycle," Discussion papers 20043, Research Institute of Economy, Trade and Industry (RIETI).
  93. Benoit Dostie, 2018. "Polarisation du marché du travail, structure industrielle et croissance économique," CIRANO Project Reports 2018rp-02, CIRANO.
  94. Uwe Thuemmel, 2023. "Optimal Taxation of Robots," Journal of the European Economic Association, European Economic Association, vol. 21(3), pages 1154-1190.
  95. Jacob Wong, 2012. "Aggregate Reallocation Shocks and the Dynamics of Occupational Mobility and Wage Inequality," School of Economics and Public Policy Working Papers 2012-04, University of Adelaide, School of Economics and Public Policy.
  96. Michael Böhm & Daniel Metzger & Per Strömberg, 2022. "“Since You’re So Rich, You Must Be Really Smart”: Talent, Rent Sharing, and the Finance Wage Premium," ECONtribute Discussion Papers Series 147, University of Bonn and University of Cologne, Germany.
  97. Boehm, Michael J., 2013. "Has job polarization squeezed the middle class? Evidence from the allocation of talents," LSE Research Online Documents on Economics 51554, London School of Economics and Political Science, LSE Library.
  98. Antti Kauhanen & Krista Riukula, 2024. "The costs of job loss and task usage: Do social tasks soften the drop?," Empirical Economics, Springer, vol. 67(4), pages 1355-1374, October.
  99. Beatrice Magistro, 2020. "Financial literacy and support for free trade in the UK," The World Economy, Wiley Blackwell, vol. 43(8), pages 2050-2069, August.
  100. Maier, Tobias & Neuber-Pohl, Caroline & Mönnig, Anke & Zika, Gerd & Kalinowski, Michael, 2017. "Modelling reallocation processes in long-term labour market projections," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 50(1), pages 67-90.
  101. Wenbo Zhu, 2022. "Hollowing Out and Slowing Growth: the Role of Process Innovations," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 45, pages 217-236, July.
  102. Albertini, Julien & Hairault, Jean Olivier, 2016. "Aggregate employment, job polarization and inequalities: A transatlantic perspective," SFB 649 Discussion Papers 2016-014, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
  103. Schran, Felix, 2019. "Changing Returns to Occupational Skill and Women's Wages," IZA Discussion Papers 12661, Institute of Labor Economics (IZA).
  104. Janssen, Simon & Mohrenweiser, Jens, 2018. "The Shelf Life of Incumbent Workers during Accelerating Technological Change: Evidence from a Training Regulation Reform," IZA Discussion Papers 11312, Institute of Labor Economics (IZA).
  105. Michael J. Böhm, 2020. "The price of polarization: Estimating task prices under routine‐biased technical change," Quantitative Economics, Econometric Society, vol. 11(2), pages 761-799, May.
  106. Cavaglia, Chiara & Etheridge, Ben, 2020. "Job polarization and the declining quality of knowledge workers: Evidence from the UK and Germany," Labour Economics, Elsevier, vol. 66(C).
  107. Grafström, Jonas, 2017. "Technological Change and Wage Polarization – The Illiberal Populist Response," Ratio Working Papers 294, The Ratio Institute.
  108. Hensvik, Lena & Skans, Oskar Nordström, 2023. "The skill-specific impact of past and projected occupational decline," Labour Economics, Elsevier, vol. 81(C).
  109. Kauhanen, Antti & Riukula, Krista, 2019. "The Costs of Job Loss and Task Usage," ETLA Working Papers 73, The Research Institute of the Finnish Economy.
  110. Graetz, Georg, 2020. "Technological change and the Swedish labor market," Working Paper Series 2020:19, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  111. Diego Dabed Sitnisky & Sabrina Genz & Emilie Rademakers, 2023. "Resilience to Automation: The Role of Task Overlap for Job Finding," Working Papers 2312, Utrecht School of Economics.
  112. Jaimovich, Nir & Cortes, Matias & Siu, Henry, 2018. "The “End of Men†and Rise of Women in the High-Skilled Labor Market," CEPR Discussion Papers 13323, C.E.P.R. Discussion Papers.
  113. Nikolaos Terzidis & Raquel Ortega‐Argilés, 2021. "Employment polarization in regional labor markets: Evidence from the Netherlands," Journal of Regional Science, Wiley Blackwell, vol. 61(5), pages 971-1001, November.
  114. Arntz, Melanie & Gregory, Terry & Zierahn, Ulrich, 2019. "Digitalization and the future of work: Macroeconomic consequences," ZEW Discussion Papers 19-024, ZEW - Leibniz Centre for European Economic Research.
  115. Donald R. Davis & Eric Mengus & Tomasz K. Michalski, 2020. "Labor Market Polarization and The Great Urban Divergence," NBER Working Papers 26955, National Bureau of Economic Research, Inc.
  116. Downey, Mitch, 2021. "Partial automation and the technology-enabled deskilling of routine jobs," Labour Economics, Elsevier, vol. 69(C).
  117. Vallizadeh, Ehsan & Muysken, Joan & Ziesemer, Thomas, 2016. "Offshoring Medium-Skill Tasks, Low-Skill Unemployment and the Skill-Wage Structure," MPRA Paper 75581, University Library of Munich, Germany.
  118. Böhm, Michael, 2014. "The Wage Effects of Job Polarization: Evidence from the Allocation of Talents," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100547, Verein für Socialpolitik / German Economic Association.
  119. 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).
  120. Santiago Garcia-Couto, 2020. "Beyond Labor Market Polarization," 2020 Papers pga567, Job Market Papers.
  121. Uwe Thuemmel, 2018. "Optimal Taxation of Robots," CESifo Working Paper Series 7317, CESifo.
  122. Simon Wiederhold & Christina Langer, 2023. "The Value of Early-Career Skills," Growth Lab Working Papers 204, Harvard's Growth Lab.
  123. Konstantin Koerner & Mathilde Le Moigne, 2023. "FDI and onshore task composition: evidence from German firms with affiliates in the Czech Republic," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 57(1), pages 1-42, December.
  124. Merja Kauhanen & Terhi Maczulskij, 2017. "Where do workers from declining routine jobs go and does migration matter?," Working Papers 314, Työn ja talouden tutkimus LABORE, The Labour Institute for Economic Research LABORE.
  125. Hunt, Jennifer & Nunn, Ryan, 2022. "Has U.S. employment really polarized? A critical reappraisal," Labour Economics, Elsevier, vol. 75(C).
  126. Matthias Haslberger, 2021. "Routine-Biased Technological Change Does Not Always Lead to Polarisation: Evidence from 10 OECD Countries, 1995-2013," LIS Working papers 814, LIS Cross-National Data Center in Luxembourg.
  127. Manuel A. Hidalgo-Pérez & Benedetto Molinari, 2022. "The effect of early automation on the wage distribution with endogenous occupational choices," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 39(3), pages 1055-1082, October.
  128. Guido Matias Cortes & Giovanni Gallipoli, 2014. "The Costs of Occupational Mobility: An Aggregate Analysis," Working Papers 2014-015, Human Capital and Economic Opportunity Working Group.
  129. Youngsoon Kwon & Myungkyu Shim & Hee-Seung Yang, 2024. "Effects of Initial Labor Market Conditions on Job Polarization: Evidence from South Korea," Korean Economic Review, Korean Economic Association, vol. 40, pages 219-253.
  130. Hernnäs, Sofia, 2023. "Automation when skills are bundled," Working Paper Series 2023:2, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  131. 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.
  132. Cortes, Guido Matias & Salvatori, Andrea, 2019. "Delving into the demand side: Changes in workplace specialization and job polarization," Labour Economics, Elsevier, vol. 57(C), pages 164-176.
  133. Nicolas A. Roys & Christopher R. Taber, 2019. "Skill Prices, Occupations, and Changes in the Wage Structure for Low Skilled Men," NBER Working Papers 26453, National Bureau of Economic Research, Inc.
  134. Jacob Wong, 2017. "Aggregate Reallocation Shocks, Occupational Employment and Distance," School of Economics and Public Policy Working Papers 2017-09, University of Adelaide, School of Economics and Public Policy.
  135. Wang, Jun & Hu, Yong & Zhang, Zhiming, 2021. "Skill-biased technological change and labor market polarization in China," Economic Modelling, Elsevier, vol. 100(C).
  136. Qiguo Gong, 2023. "Machine endowment cost model: task assignment between humans and machines," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-8, December.
  137. Lewandowski, Piotr & Keister, Roma & Hardy, Wojciech & Górka, Szymon, 2017. "Routine and Ageing? The Intergenerational Divide in the Deroutinisation of Jobs in Europe," IZA Discussion Papers 10732, Institute of Labor Economics (IZA).
  138. 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.
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  148. Shim, Myungkyu & Yang, Hee-Seung, 2016. "New stylized facts on occupational employment and their implications: Evidence from consistent employment data," Economic Modelling, Elsevier, vol. 59(C), pages 402-415.
  149. Böhm, Michael Johannes, 2017. "The Price of Polarization: Estimating Task Prices under Routine-Biased Technical Change," IZA Discussion Papers 11220, Institute of Labor Economics (IZA).
  150. 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.
  151. Todd Gabe & Jaison R. Abel & Richard Florida, 2019. "Can Workers in Low-End Occupations Climb the Job Ladder?," Economic Development Quarterly, , vol. 33(2), pages 92-106, May.
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  158. David Pichler & Robert Stehrer, 2021. "Breaking Through the Digital Ceiling: ICT Skills and Labour Market Opportunities," wiiw Working Papers 193, The Vienna Institute for International Economic Studies, wiiw.
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  161. 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).
  162. Cavenaile, Laurent, 2021. "Offshoring, computerization, labor market polarization and top income inequality," Journal of Macroeconomics, Elsevier, vol. 69(C).
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