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The heterogeneity of ethnic employment gaps

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  • Aeberhard, Romain

    (CREST)

  • Coudin, Elise

    (CREST)

  • Rathelot, Roland

    (University of Warwick)

Abstract

This paper investigates the heterogeneity of ethnic employment gaps using a new single-index based approach. Instead of stratifying our sample by age or education, we study ethnic employment gaps along a continuous measure of employability, the employment probability minority workers would have if their characteristics were priced as in the majority group. We apply this method to French males, comparing those whose parents are North African immigrants and those with native parents. We find that both the raw and the unexplained ethnic employment differentials are larger for low-employability workers than for high-employability ones. We show in a theoretical framework that this heterogeneity can be accounted for by homogeneous underlying mechanisms and is not evidence for, say, heterogeneous discrimination. Finally, we discuss our main empirical findings in the light of simple taste-based vs. statistical discrimination models.

Suggested Citation

  • Aeberhard, Romain & Coudin, Elise & Rathelot, Roland, 2016. "The heterogeneity of ethnic employment gaps," CAGE Online Working Paper Series 290, Competitive Advantage in the Global Economy (CAGE).
  • Handle: RePEc:cge:wacage:290
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    1. Pierre-Philippe Combes & Bruno Decreuse & Morgane Laouénan & Alain Trannoy, 2016. "Customer Discrimination and Employment Outcomes: Theory and Evidence from the French Labor Market," Journal of Labor Economics, University of Chicago Press, vol. 34(1), pages 107-160.
    2. Alessandra Fogli & Raquel Fernandez, 2009. "Culture: An Empirical Investigation of Beliefs, Work, and Fertility," American Economic Journal: Macroeconomics, American Economic Association, vol. 1(1), pages 146-177, January.
    3. Yann Algan & Christian Dustmann & Albrecht Glitz & Alan Manning, 2010. "The Economic Situation of First and Second-Generation Immigrants in France, Germany and the United Kingdom," Economic Journal, Royal Economic Society, vol. 120(542), pages 4-30, February.
    4. Joseph A Ritter & Lowell J Taylor, 2011. "Racial Disparity in Unemployment," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 30-42, February.
    5. Kevin Lang & Jee-Yeon K. Lehmann, 2012. "Racial Discrimination in the Labor Market: Theory and Empirics," Journal of Economic Literature, American Economic Association, vol. 50(4), pages 959-1006, December.
    6. Robert W. Fairlie & William A. Sundstrom, 1999. "The Emergence, Persistence, and Recent Widening of the Racial Unemployment Gap," ILR Review, Cornell University, ILR School, vol. 52(2), pages 252-270, January.
    7. John S. Heywood & Daniel Parent, 2012. "Performance Pay and the White-Black Wage Gap," Journal of Labor Economics, University of Chicago Press, vol. 30(2), pages 249-290.
    8. Anthony Edo & Nicolas Jacquemet & Constantine Yannelis, 2019. "Language skills and homophilous hiring discrimination: Evidence from gender and racially differentiated applications," Review of Economics of the Household, Springer, vol. 17(1), pages 349-376, March.
    9. Dehejia, Rajeev H., 2005. "Program evaluation as a decision problem," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 141-173.
    10. Claire Adida & David Laitin & Marie-Anne Valfort, 2014. "Muslims in France: identifying a discriminatory equilibrium," Journal of Population Economics, Springer;European Society for Population Economics, vol. 27(4), pages 1039-1086, October.
    11. Romain Aeberhardt & Denis Fougère & Julien Pouget & Roland Rathelot, 2010. "Wages and employment of French workers with African origin," Journal of Population Economics, Springer;European Society for Population Economics, vol. 23(3), pages 881-905, June.
    12. Rathelot, Roland, 2014. "Ethnic differentials on the labor market in the presence of asymmetric spatial sorting: Set identification and estimation," Regional Science and Urban Economics, Elsevier, vol. 48(C), pages 154-167.
    13. Kenneth Couch & Robert Fairlie, 2010. "Last hired, first fired? black-white unemployment and the business cycle," Demography, Springer;Population Association of America (PAA), vol. 47(1), pages 227-247, February.
    14. Flanagan, Robert J, 1976. "On the Stability of the Racial Unemployment Differential," American Economic Review, American Economic Association, vol. 66(2), pages 302-308, May.
    15. Kerwin Kofi Charles & Jonathan Guryan, 2011. "Studying Discrimination: Fundamental Challenges and Recent Progress," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 479-511, September.
    16. 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.
    17. John Bound & Richard B. Freeman, 1992. "What Went Wrong? The Erosion of Relative Earnings and Employment Among Young Black Men in the 1980s," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(1), pages 201-232.
    18. David Bjerk, 2007. "The Differing Nature of Black-White Wage Inequality Across Occupational Sectors," Journal of Human Resources, University of Wisconsin Press, vol. 42(2).
    19. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    20. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    21. Charles F. Manski, 2004. "Statistical Treatment Rules for Heterogeneous Populations," Econometrica, Econometric Society, vol. 72(4), pages 1221-1246, July.
    22. Black, Sandra E. & Devereux, Paul J. & Salvanes, Kjell G., 2009. "Like father, like son? A note on the intergenerational transmission of IQ scores," Economics Letters, Elsevier, vol. 105(1), pages 138-140, October.
    23. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    24. repec:hal:spmain:info:hdl:2441/536kq4edtr82jqovubq3ttobc5 is not listed on IDEAS
    25. Manski, Charles F., 2000. "Identification problems and decisions under ambiguity: Empirical analysis of treatment response and normative analysis of treatment choice," Journal of Econometrics, Elsevier, vol. 95(2), pages 415-442, April.
    26. Nachman, David C., 1975. "Risk aversion, impatience, and optimal timing decisions," Journal of Economic Theory, Elsevier, vol. 11(2), pages 196-246, October.
    27. Peter Arcidiacono & Patrick Bayer & Aurel Hizmo, 2010. "Beyond Signaling and Human Capital: Education and the Revelation of Ability," American Economic Journal: Applied Economics, American Economic Association, vol. 2(4), pages 76-104, October.
    28. repec:hal:spmain:info:hdl:2441/2tlvpn71ve888pnch88db9g683 is not listed on IDEAS
    29. Yannis M. Ioannides & Linda Datcher Loury, 2004. "Job Information Networks, Neighborhood Effects, and Inequality," Journal of Economic Literature, American Economic Association, vol. 42(4), pages 1056-1093, December.
    30. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    31. Kevin Lang & Michael Manove, 2011. "Education and Labor Market Discrimination," American Economic Review, American Economic Association, vol. 101(4), pages 1467-1496, June.
    32. Welch, Finis, 1990. "The Employment of Black Men," Journal of Labor Economics, University of Chicago Press, vol. 8(1), pages 26-74, January.
    33. Dan A. Black & Amelia M. Haviland & Seth G. Sanders & Lowell J. Taylor, 2008. "Gender Wage Disparities among the Highly Educated," Journal of Human Resources, University of Wisconsin Press, vol. 43(3), pages 630-659.
    34. Dan Black & Amelia Haviland & Seth Sanders & Lowell Taylor, 2006. "Why Do Minority Men Earn Less? A Study of Wage Differentials among the Highly Educated," The Review of Economics and Statistics, MIT Press, vol. 88(2), pages 300-313, May.
    35. Neal, Derek A & Johnson, William R, 1996. "The Role of Premarket Factors in Black-White Wage Differences," Journal of Political Economy, University of Chicago Press, vol. 104(5), pages 869-895, October.
    36. Dennis J. Aigner & Glen G. Cain, 1977. "Statistical Theories of Discrimination in Labor Markets," ILR Review, Cornell University, ILR School, vol. 30(2), pages 175-187, January.
    37. Pissarides, Christopher A, 1974. "Risk, Job Search, and Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 82(6), pages 1255-1267, Nov.-Dec..
    38. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    39. Leslie S. Stratton, 1993. "Racial Differences in Men's Unemployment," ILR Review, Cornell University, ILR School, vol. 46(3), pages 451-463, April.
    40. Abowd, John M & Killingsworth, Mark R, 1984. "Do Minority-White Unemployment Differences Really Exist?," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(1), pages 64-72, January.
    41. William A. Darity & Patrick L. Mason, 1998. "Evidence on Discrimination in Employment: Codes of Color, Codes of Gender," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 63-90, Spring.
    42. Cain, Glen G & Finnie, Ross E, 1990. "The Black-White Difference in Youth Employment: Evidence for Demand-Side Factors," Journal of Labor Economics, University of Chicago Press, vol. 8(1), pages 364-395, January.
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    Cited by:

    1. Van Borm, Hannah & Lippens, Louis & Baert, Stijn, 2022. "An Arab, an Asian, and a Black Guy Walk into a Job Interview: Ethnic Stigma in Hiring after Controlling for Social Class," IZA Discussion Papers 15707, Institute of Labor Economics (IZA).
    2. Lippens, Louis & Baert, Stijn & Ghekiere, Abel & Verhaeghe, Pieter-Paul & Derous, Eva, 2020. "Is labour market discrimination against ethnic minorities better explained by taste or statistics? A systematic review of the empirical evidence," GLO Discussion Paper Series 615, Global Labor Organization (GLO).
    3. Paul Bisschop & Bas Weel & Jelle Zwetsloot, 2020. "Ethnic Employment Gaps of Graduates in the Netherlands," De Economist, Springer, vol. 168(4), pages 577-598, December.
    4. Stefan C. Wolter & Maria Zumbuehl, 2017. "The native-migrant gap in the progression into and through upper-secondary education," Economics of Education Working Paper Series 0139, University of Zurich, Department of Business Administration (IBW).
    5. Paul Bisschop & Bas ter Weel & Jelle Zwetsloot, 2020. "Ethnic employment gaps of graduates in the Netherlands," Tinbergen Institute Discussion Papers 20-068/V, Tinbergen Institute.
    6. Bisschop, Paul & ter Weel, Bas & Zwetsloot, Jelle, 2020. "Ethnic Employment Gaps of Graduates in the Netherlands," IZA Discussion Papers 13750, Institute of Labor Economics (IZA).
    7. Simonetta Longhi, 2020. "Does geographical location matter for ethnic wage gaps?," Journal of Regional Science, Wiley Blackwell, vol. 60(3), pages 538-557, June.

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    More about this item

    Keywords

    discrimination; employment differentials; decomposition JEL Classification: C14; C25; J70; J71;
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
    • J70 - Labor and Demographic Economics - - Labor Discrimination - - - General
    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing

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