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Gender, Selection into Employment, and the Wage Impact of Immigration

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  • George J. Borjas
  • Anthony Edo

Abstract

Immigrant supply shocks are typically expected to reduce the wage of comparable workers. Natives may respond to the lower wage by moving to markets that were not directly targeted by immigrants and where presumably the wage did not drop. This paper argues that the wage change observed in the targeted market depends not only on the size of the native response, but also on which natives choose to respond. A non-random response alters the composition of the sample of native workers, mechanically changing the average native wage in affected markets and biasing the estimated wage impact of immigration. We document the importance of this selection bias in the French labor market, where women accounted for a rapidly increasing share of the foreign-born workforce since 1976. The raw correlations suggest that the immigrant supply shock did not change the wage of French women, but led to a sizable decline in their employment rate. In contrast, immigration had little impact on the employment rate of men, but led to a sizable drop in the male wage. We show that the near-zero correlation between immigration and female wages arises partly because the native women who left the labor force had relatively low wages. Adjusting for the selection bias results in a similar wage elasticity for both French men and women (between -0.8 and -1.0).

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  • George J. Borjas & Anthony Edo, 2021. "Gender, Selection into Employment, and the Wage Impact of Immigration," Working Papers 2021-05, CEPII research center.
  • Handle: RePEc:cii:cepidt:2021-05
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    1. repec:mpr:mprres:6671 is not listed on IDEAS
    2. George J. Borjas, 2021. "The Wage Impact Of The Marielitos: A Reappraisal," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 12, pages 375-408, World Scientific Publishing Co. Pte. Ltd..
    3. Stuhler, Jan & Jaeger, David & Ruist, Joakim, 2018. "Shift-Share Instruments and the Impact of Immigration," CEPR Discussion Papers 12701, C.E.P.R. Discussion Papers.
    4. 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.
    5. Joan Llull, 2021. "Immigration and Gender Differences in the Labor Market," Journal of Human Capital, University of Chicago Press, vol. 15(1), pages 174-203.
    6. Patricia Cortés & José Tessada, 2011. "Low-Skilled Immigration and the Labor Supply of Highly Skilled Women," American Economic Journal: Applied Economics, American Economic Association, vol. 3(3), pages 88-123, July.
    7. Card, David, 2001. "Immigrant Inflows, Native Outflows, and the Local Labor Market Impacts of Higher Immigration," Journal of Labor Economics, University of Chicago Press, vol. 19(1), pages 22-64, January.
    8. Farré Lidia & González Libertad & Ortega Francesc, 2011. "Immigration, Family Responsibilities and the Labor Supply of Skilled Native Women," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 11(1), pages 1-48, June.
    9. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    10. Sanderson, Eleanor & Windmeijer, Frank, 2016. "A weak instrument F-test in linear IV models with multiple endogenous variables," Journal of Econometrics, Elsevier, vol. 190(2), pages 212-221.
    11. Mette Foged & Giovanni Peri, 2016. "Immigrants' Effect on Native Workers: New Analysis on Longitudinal Data," American Economic Journal: Applied Economics, American Economic Association, vol. 8(2), pages 1-34, April.
    12. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    13. Rachel M. Friedberg, 2001. "The Impact of Mass Migration on the Israeli Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1373-1408.
    14. Michael Amior, 2020. "Immigration, local crowd-out and undercoverage bias," CEP Discussion Papers dp1669, Centre for Economic Performance, LSE.
    15. Joan Monras, 2020. "Immigration and Wage Dynamics: Evidence from the Mexican Peso Crisis," Journal of Political Economy, University of Chicago Press, vol. 128(8), pages 3017-3089.
    16. Gurgand, Marc & Margolis, David N., 2008. "Does work pay in France? Monetary incentives, hours constraints, and the guaranteed minimum income," Journal of Public Economics, Elsevier, vol. 92(7), pages 1669-1697, July.
    17. Guy Laroque & Bernard Salanie, 2002. "Labour market institutions and employment in France," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 17(1), pages 25-48.
    18. Bernt Bratsberg & Oddbjørn Raaum & Marianne Røed & Pål Schøne, 2014. "Immigration Wage Effects by Origin," Scandinavian Journal of Economics, Wiley Blackwell, vol. 116(2), pages 356-393, April.
    19. Albrecht Glitz, 2012. "The Labor Market Impact of Immigration: A Quasi-Experiment Exploiting Immigrant Location Rules in Germany," Journal of Labor Economics, University of Chicago Press, vol. 30(1), pages 175-213.
    20. Edo, Anthony & Giesing, Yvonne & Öztunc, Jonathan & Poutvaara, Panu, 2019. "Immigration and electoral support for the far-left and the far-right," European Economic Review, Elsevier, vol. 115(C), pages 99-143.
    21. 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.
    22. Joan Monras, 2021. "Local Adjustment to Immigrant-Driven Labor Supply Shocks," Journal of Human Capital, University of Chicago Press, vol. 15(1), pages 204-235.
    23. Christian Dustmann & Uta Schönberg & Jan Stuhler, 2017. "Labor Supply Shocks, Native Wages, and the Adjustment of Local Employment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(1), pages 435-483.
    24. Claudia Olivetti & Barbara Petrongolo, 2008. "Unequal Pay or Unequal Employment? A Cross-Country Analysis of Gender Gaps," Journal of Labor Economics, University of Chicago Press, vol. 26(4), pages 621-654, October.
    25. Juan J Dolado & Cecilia García-Peñalosa & Linas Tarasonis, 2020. "The changing nature of gender selection into employment over the great recession," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 35(104), pages 635-677.
    26. George J. Borjas & Joan Monras, 2017. "The labour market consequences of refugee supply shocks," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 32(91), pages 361-413.
    27. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    28. George J. Borjas, 2021. "The Labor Demand Curve Is Downward Sloping: Reexamining The Impact Of Immigration On The Labor Market," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 9, pages 235-274, World Scientific Publishing Co. Pte. Ltd..
    29. Joseph G. Altonji & David Card, 1991. "The Effects of Immigration on the Labor Market Outcomes of Less-skilled Natives," NBER Chapters, in: Immigration, Trade, and the Labor Market, pages 201-234, National Bureau of Economic Research, Inc.
    30. Jennifer Hunt, 2017. "The Impact of Immigration on the Educational Attainment of Natives," Journal of Human Resources, University of Wisconsin Press, vol. 52(4), pages 1060-1118.
    31. Joshua D. Angrist & Adriana D. Kugler, 2003. "Protective or counter-productive? labour market institutions and the effect of immigration on eu natives," Economic Journal, Royal Economic Society, vol. 113(488), pages 302-331, June.
    32. Bernt Bratsberg & Oddbjørn Raaum, 2012. "Immigration and Wages: Evidence from Construction," Economic Journal, Royal Economic Society, vol. 122(565), pages 1177-1205, December.
    33. Christopher L. Smith, 2012. "The Impact of Low-Skilled Immigration on the Youth Labor Market," Journal of Labor Economics, University of Chicago Press, vol. 30(1), pages 55-89.
    34. Kelvin K. C. Seah, 2018. "The effect of immigration shocks on native fertility outcomes: evidence from a natural experiment," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 8(1), pages 1-34, December.
    35. Anthony Edo, 2019. "The Impact Of Immigration On The Labor Market," Journal of Economic Surveys, Wiley Blackwell, vol. 33(3), pages 922-948, July.
    36. Edo, Anthony & Toubal, Farid, 2017. "Immigration and the gender wage gap," European Economic Review, Elsevier, vol. 92(C), pages 196-214.
    37. Daron Acemoglu & David H. Autor & David Lyle, 2004. "Women, War, and Wages: The Effect of Female Labor Supply on the Wage Structure at Midcentury," Journal of Political Economy, University of Chicago Press, vol. 112(3), pages 497-551, June.
    38. Lundberg, Shelly & Rose, Elaina, 2000. "Parenthood and the earnings of married men and women," Labour Economics, Elsevier, vol. 7(6), pages 689-710, November.
    39. Garry F. Barrett & Daniel S. Hamermesh, 2019. "Labor Supply Elasticities: Overcoming Nonclassical Measurement Error Using More Accurate Hours Data," Journal of Human Resources, University of Wisconsin Press, vol. 54(1), pages 255-265.
    40. George J. Borjas, 2021. "Native Internal Migration and the Labor Market Impact of Immigration," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 10, pages 275-312, World Scientific Publishing Co. Pte. Ltd..
    41. Gronau, Reuben, 1974. "Wage Comparisons-A Selectivity Bias," Journal of Political Economy, University of Chicago Press, vol. 82(6), pages 1119-1143, Nov.-Dec..
    42. Abowd, John M. & Freeman, Richard B. (ed.), 1991. "Immigration, Trade, and the Labor Market," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226000954, September.
    43. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-529, October.
    44. Christian Dustmann & Tommaso Frattini & Ian P. Preston, 2013. "The Effect of Immigration along the Distribution of Wages," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(1), pages 145-173.
    45. Anthony Edo, 2020. "The Impact of Immigration on Wage Dynamics: Evidence from the Algerian Independence War," Journal of the European Economic Association, European Economic Association, vol. 18(6), pages 3210-3260.
    46. Delia Furtado & Heinrich Hock, 2010. "Low Skilled Immigration and Work-Fertility Tradeoffs among High Skilled US Natives," American Economic Review, American Economic Association, vol. 100(2), pages 224-228, May.
    47. Patricia Cortés & Jessica Pan, 2019. "When Time Binds: Substitutes for Household Production, Returns to Working Long Hours, and the Skilled Gender Wage Gap," Journal of Labor Economics, University of Chicago Press, vol. 37(2), pages 351-398.
    48. Abdurrahman Aydemir & George J. Borjas, 2011. "Attenuation Bias in Measuring the Wage Impact of Immigration," Journal of Labor Economics, University of Chicago Press, vol. 29(1), pages 69-113, January.
    49. Christian Dustmann & Uta Schönberg & Jan Stuhler, 2016. "The Impact of Immigration: Why Do Studies Reach Such Different Results?," Journal of Economic Perspectives, American Economic Association, vol. 30(4), pages 31-56, Fall.
    50. George J. Borjas, 1980. "The Relationship between Wages and Weekly Hours of Work: The Role of Division Bias," Journal of Human Resources, University of Wisconsin Press, vol. 15(3), pages 409-423.
    51. Moulton, Brent R, 1990. "An Illustration of a Pitfall in Estimating the Effects of Aggregate Variables on Micro Unit," The Review of Economics and Statistics, MIT Press, vol. 72(2), pages 334-338, May.
    52. Ortega, Javier & Verdugo, Gregory, 2016. "Moving Up or Down? Immigration and the Selection of Natives across Occupations and Locations," IZA Discussion Papers 10303, Institute of Labor Economics (IZA).
    53. Thomas Piketty, 1998. "L'impact des incitations financières au travail sur les comportements individuels : une estimation pour le cas français," Économie et Prévision, Programme National Persée, vol. 132(1), pages 1-35.
    54. Winter-Ebmer, Rudolf & Zweimuller, Josef, 1996. "Immigration and the Earnings of Young Native Workers," Oxford Economic Papers, Oxford University Press, vol. 48(3), pages 473-491, July.
    55. Michiel Evers & Ruud Mooij & Daniel Vuuren, 2008. "The Wage Elasticity of Labour Supply: A Synthesis of Empirical Estimates," De Economist, Springer, vol. 156(1), pages 25-43, March.
    56. David Card & Giovanni Peri, 2016. "Immigration Economics by George J. Borjas: A Review Essay," Journal of Economic Literature, American Economic Association, vol. 54(4), pages 1333-1349, December.
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    Cited by:

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    2. Lee, Jongkwan & Peri, Giovanni & Yasenov, Vasil, 2022. "The labor market effects of Mexican repatriations: Longitudinal evidence from the 1930s," Journal of Public Economics, Elsevier, vol. 205(C).
    3. Bond, Timothy N. & Giuntella, Osea & Lonsky, Jakub, 2023. "Immigration and work schedules: Theory and evidence," European Economic Review, Elsevier, vol. 152(C).
    4. Julian Costas-Fernandez & Simon Lodato, 2023. "Distributional effects of immigration and imperfect labour markets," RF Berlin - CReAM Discussion Paper Series 2301, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    5. Borjas, George J. & Edo, Anthony, 2023. "Monopsony, Efficiency, and the Regularization of Undocumented Immigrants," IZA Discussion Papers 16297, Institute of Labor Economics (IZA).
    6. Lebow, Jeremy, 2024. "Immigration and occupational downgrading in Colombia," Journal of Development Economics, Elsevier, vol. 166(C).

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    More about this item

    Keywords

    Immigration; Wages; Selection; Labor Supply; Female Employment;
    All these keywords.

    JEL classification:

    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand

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