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From Blue to Steel-Collar Jobs: The Decline in Employment Gaps?

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  • Benjamin Lerch

    (Department of Economics, Università della Svizzera italiana, Switzerland)

Abstract

The adoption of labor-replacing technologies has already displaced thousands of workers in the US. In this paper, I analyze how the adverse effects of the implementation of robots in firms' production processes are spreading among the population and how they are shaping the composition of labor markets. Exploiting exogenous variation in robot exposure across local labor markets and over time, I find that the introduction of industrial robots between the mid-1990s and 2014 contributes to the decline in the gender employment gap but increases the race and ethnicity employment gap. This finding follows from men and racial and ethnic minorities being more exposed to robots because of their over-representation in blue-collar jobs. Despite their predominance in the manufacturing sector, the labor market impacts of robots are not confined to these industries, but spill over also to the service sector.

Suggested Citation

  • Benjamin Lerch, 2021. "From Blue to Steel-Collar Jobs: The Decline in Employment Gaps?," IdEP Economic Papers 2102, USI Università della Svizzera italiana.
  • Handle: RePEc:lug:wpidep:2102
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    1. Bertrand, Marianne, 2011. "New Perspectives on Gender," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 17, pages 1543-1590, Elsevier.
    2. Giovanni Peri & Chad Sparber, 2016. "Task Specialization, Immigration, and Wages," World Scientific Book Chapters,in: The Economics of International Migration, chapter 3, pages 81-115 World Scientific Publishing Co. Pte. Ltd..
    3. Marigee P. Bacolod & Bernardo S. Blum, 2010. "Two Sides of the Same Coin: U.S. "Residual" Inequality and the Gender Gap," Journal of Human Resources, University of Wisconsin Press, vol. 45(1).
    4. Francine D. Blau & Lawrence M. Kahn, 2017. "The Gender Wage Gap: Extent, Trends, and Explanations," Journal of Economic Literature, American Economic Association, vol. 55(3), pages 789-865, September.
    5. Tolbert, Charles M. & Sizer, Molly, 1996. "U.S. Commuting Zones and Labor Market Areas: A 1990 Update," Staff Reports 278812, United States Department of Agriculture, Economic Research Service.
    6. 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.
    7. Mariya Brussevich & Ms. Era Dabla-Norris & Salma Khalid, 2019. "Is Technology Widening the Gender Gap? Automation and the Future of Female Employment," IMF Working Papers 2019/091, International Monetary Fund.
    8. L. Rachel Ngai & Barbara Petrongolo, 2017. "Gender Gaps and the Rise of the Service Economy," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(4), pages 1-44, October.
    9. Daron Acemoglu & David Autor & David Dorn & Gordon H. Hanson & Brendan Price, 2016. "Import Competition and the Great US Employment Sag of the 2000s," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 141-198.
    10. Brian C. Cadena & Brian K. Kovak, 2016. "Immigrants Equilibrate Local Labor Markets: Evidence from the Great Recession," American Economic Journal: Applied Economics, American Economic Association, vol. 8(1), pages 257-290, January.
    11. Heather Antecol & Deborah A. Cobb-Clark & Stephen J. Trejo, 2003. "Immigration Policy and the Skills of Immigrants to Australia, Canada, and the United States," Journal of Human Resources, University of Wisconsin Press, vol. 38(1).
    12. Jonathan Guryan & Kerwin Kofi Charles, 2013. "Taste‐based or Statistical Discrimination: The Economics of Discrimination Returns to its Roots," Economic Journal, Royal Economic Society, vol. 123(11), pages 417-432, November.
    13. Altonji, Joseph G. & Blank, Rebecca M., 1999. "Race and gender in the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 48, pages 3143-3259, Elsevier.
    14. 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.
    15. Paul Goldsmith-Pinkham & Isaac Sorkin & Henry Swift, 2020. "Bartik Instruments: What, When, Why, and How," American Economic Review, American Economic Association, vol. 110(8), pages 2586-2624, August.
    16. Davide Dottori, 2021. "Robots and employment: evidence from Italy," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 38(2), pages 739-795, July.
    17. Autor, David H., 2013. "The "task approach" to labor markets : an overview," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 46(3), pages 185-199.
    18. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    19. Claudia Olivetti & Barbara Petrongolo, 2016. "The Evolution of Gender Gaps in Industrialized Countries," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 405-434, October.
    20. David H. Autor & David Dorn & Gordon H. Hanson, 2013. "The China Syndrome: Local Labor Market Effects of Import Competition in the United States," American Economic Review, American Economic Association, vol. 103(6), pages 2121-2168, October.
    21. Sylvain Chassang & Lucia Del Carpio & Samuel Kapon, 2020. "Making the Most of Limited Government Capacity: Theory and Experiment," Working Papers 278, Princeton University, Department of Economics, Center for Economic Policy Studies..
    22. Daron Acemoglu, 1999. "Changes in Unemployment and Wage Inequality: An Alternative Theory and Some Evidence," American Economic Review, American Economic Association, vol. 89(5), pages 1259-1278, December.
    23. Claudia Olivetti & Barbara Petrongolo, 2016. "The Evolution of Gender Gaps in Industrialized Countries," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 405-434, October.
    24. Kenneth Couch, 2002. "Black-White Wage Inequality in the 1990s: a Decade of Progress," Economic Inquiry, Western Economic Association International, vol. 40(1), pages 31-41, January.
    25. Frey, Carl Benedikt & Osborne, Michael A., 2017. "The future of employment: How susceptible are jobs to computerisation?," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 254-280.
    26. Mark M. Pitt & Mark R. Rosenzweig & Mohammad Nazmul Hassan, 2012. "Human Capital Investment and the Gender Division of Labor in a Brawn-Based Economy," American Economic Review, American Economic Association, vol. 102(7), pages 3531-3560, December.
    27. Giovanni Peri & Chad Sparber, 2016. "Task Specialization, Immigration, and Wages," World Scientific Book Chapters, in: The Economics of International Migration, chapter 3, pages 81-115, World Scientific Publishing Co. Pte. Ltd..
    28. Georg Graetz & Guy Michaels, 2018. "Robots at Work," The Review of Economics and Statistics, MIT Press, vol. 100(5), pages 753-768, December.
    29. Ines Helm, 2020. "National Industry Trade Shocks, Local Labour Markets, and Agglomeration Spillovers," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(3), pages 1399-1431.
    30. Aksoy, Cevat Giray & Özcan, Berkay & Philipp, Julia, 2021. "Robots and the gender pay gap in Europe," European Economic Review, Elsevier, vol. 134(C).
    31. Petrongolo, Barbara & Ronchi, Maddalena, 2020. "Gender gaps and the structure of local labor markets," Labour Economics, Elsevier, vol. 64(C).
    32. Michelle Rendall, 2010. "Brain versus Brawn: The Realization of Women's Comparative Advantage," 2010 Meeting Papers 926, Society for Economic Dynamics.
    33. Joan Llull, 2018. "Immigration, Wages, and Education: A Labour Market Equilibrium Structural Model," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(3), pages 1852-1896.
    34. Blau, David M, 1998. "Labor Force Dynamics of Older Married Couples," Journal of Labor Economics, University of Chicago Press, vol. 16(3), pages 595-629, July.
    35. Maarten Goos & Alan Manning & Anna Salomons, 2009. "Job Polarization in Europe," American Economic Review, American Economic Association, vol. 99(2), pages 58-63, May.
    36. Lex Borghans & Bas Ter Weel & Bruce A. Weinberg, 2014. "People Skills and the Labor-Market Outcomes of Underrepresented Groups," ILR Review, Cornell University, ILR School, vol. 67(2), pages 287-334, April.
    37. Paul Beaudry & Ethan Lewis, 2014. "Do Male-Female Wage Differentials Reflect Differences in the Return to Skill? Cross-City Evidence from 1980-2000," American Economic Journal: Applied Economics, American Economic Association, vol. 6(2), pages 178-194, April.
    38. Bruce A. Weinberg, 2000. "Computer Use and the Demand for Female Workers," ILR Review, Cornell University, ILR School, vol. 53(2), pages 290-308, January.
    39. Alessandra Bonfiglioli & Rosario Crinò & Harald Fadinger & Gino Gancia, 2020. "Robot Imports and Firm-Level Outcomes," CRC TR 224 Discussion Paper Series crctr224_2020_243, University of Bonn and University of Mannheim, Germany.
    40. Anelli, Massimo & Giuntella, Osea & Stella, Luca, 2019. "Robots, Labor Markets, and Family Behavior," IZA Discussion Papers 12820, Institute of Labor Economics (IZA).
    41. Shintaro Yamaguchi, 2018. "Changes in Returns to Task-Specific Skills and Gender Wage Gap," Journal of Human Resources, University of Wisconsin Press, vol. 53(1), pages 32-70.
    42. Ge, Suqin & Zhou, Yu, 2020. "Robots, computers, and the gender wage gap," Journal of Economic Behavior & Organization, Elsevier, vol. 178(C), pages 194-222.
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    More about this item

    Keywords

    industrial robots; employment; gender; race and ethnicity;
    All these keywords.

    JEL classification:

    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand

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