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Offshoring, Automation, Low-Skilled Immigration, and Labor Market Polarization

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  • Federico S. Mandelman
  • Andrei Zlate

Abstract

We show that the observed polarization of employment toward the high- and low-skill occupations disappears when only native workers are considered. Instead, low-skilled immigration explains employment growth at the low tail of the skill distribution. Moreover, while employment rose, wages remained subdued in low-skill occupations. A data-disciplined structural model accounts for this evidence: Offshoring and automation negatively affect middle-skill occupations but enhance employment and wages for the high-skilled. Low-skill employment is sheltered from offshoring and automation, as it consists of manual, non-tradable services. However, low-skilled immigration depresses low-skill wages and encourages native workers to move into skilled occupations through training.

Suggested Citation

  • Federico S. Mandelman & Andrei Zlate, 2022. "Offshoring, Automation, Low-Skilled Immigration, and Labor Market Polarization," American Economic Journal: Macroeconomics, American Economic Association, vol. 14(1), pages 355-389, January.
    • Handle: RePEc:aea:aejmac:v:14:y:2022:i:1:p:355-89
    DOI: 10.1257/mac.20180205
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    References listed on IDEAS

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    1. Rogerson, Richard, 1988. "Indivisible labor, lotteries and equilibrium," Journal of Monetary Economics, Elsevier, vol. 21(1), pages 3-16, January.
    2. Andreas Beerli & Giovanni Peri, 2015. "The Labor Market Effects of Opening the Border: Evidence from Switzerland," NBER Working Papers 21319, National Bureau of Economic Research, Inc.
    3. 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.
    4. Hansen, Gary D., 1985. "Indivisible labor and the business cycle," Journal of Monetary Economics, Elsevier, vol. 16(3), pages 309-327, November.
    5. ., 2020. "Foreign direct investment and transnational corporations," Chapters, in: Evolutionary Spatial Economics, chapter 22, pages 462-496, Edward Elgar Publishing.
    6. Julie L. Hotchkiss & Myriam Quispe-Agnoli & Fernando Rios-Avila, 2012. "The wage impact of undocumented workers," FRB Atlanta Working Paper 2012-04, Federal Reserve Bank of Atlanta.
    7. David H. Autor & David Dorn, 2013. "The Growth of Low-Skill Service Jobs and the Polarization of the US Labor Market," American Economic Review, American Economic Association, vol. 103(5), pages 1553-1597, August.
    8. Novy, Dennis, 2006. "Is the Iceberg Melting Less Quickly? International Trade Costs after World War II," The Warwick Economics Research Paper Series (TWERPS) 764, University of Warwick, Department of Economics.
    9. Cavenaile, Laurent, 2021. "Offshoring, computerization, labor market polarization and top income inequality," Journal of Macroeconomics, Elsevier, vol. 69(C).
    10. Robert Warren & John Robert Warren, 2013. "Unauthorized Immigration to the United States: Annual Estimates and Components of Change, by State, 1990 to 2010," International Migration Review, Wiley Blackwell, vol. 47(2), pages 296-329, June.
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    Citations

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    Cited by:

    1. Mann, Katja & Pozzoli, Dario, 2022. "Automation and Low-Skill Labor," IZA Discussion Papers 15791, Institute of Labor Economics (IZA).
    2. 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.
    3. Javed, Mohsin, 2023. "Robots, Natives and Immigrants in US local labor markets," Labour Economics, Elsevier, vol. 85(C).
    4. Brey, Björn, 2024. "The effect of recent technological change on US immigration policy," Journal of Economic Behavior & Organization, Elsevier, vol. 227(C).
    5. Jin, Xin & Ma, Baojie & Zhang, Haifeng, 2023. "Impact of fast internet access on employment: Evidence from a broadband expansion in China," China Economic Review, Elsevier, vol. 81(C).
    6. Jiang, Zhe (Jasmine), 2023. "‘Multinational Firms’ Sourcing Decisions and Wage Inequality: A Dynamic Analysis," Journal of Economic Dynamics and Control, Elsevier, vol. 146(C).
    7. Antea Barišić & Mahdi Ghodsi & Michael Landesmann, 2024. "Technological Push and Pull Factors of Bilateral Migration," wiiw Working Papers 242, The Vienna Institute for International Economic Studies, wiiw.
    8. Mann, Katja & Pozzoli, Dario, 2024. "Robots and immigration," Journal of Economic Behavior & Organization, Elsevier, vol. 227(C).
    9. 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).
    10. Michal Burzynski, 2024. "Spatial and Occupational Mobility of Workers Due to Automation," LISER Working Paper Series 2024-04, Luxembourg Institute of Socio-Economic Research (LISER).
    11. Patel, Pankaj C., 2023. "Automation vulnerability, voting, and self-employment," Journal of Business Venturing Insights, Elsevier, vol. 19(C).

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    More about this item

    JEL classification:

    • F16 - International Economics - - Trade - - - Trade and Labor Market Interactions
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • M53 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Personnel Economics - - - Training

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