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Racial Discrimination in the U.S. Labor Market: Employment and Wage Differentials by Skill

Author

Listed:
  • Daniel Borowczyk-Martins

    (University of Bristol [Bristol])

  • Jake Bradley

    (University of Bristol [Bristol])

  • Linas Tarasonis

    (GREQAM - Groupement de Recherche en Économie Quantitative d'Aix-Marseille - EHESS - École des hautes études en sciences sociales - AMU - Aix Marseille Université - ECM - École Centrale de Marseille - CNRS - Centre National de la Recherche Scientifique)

Abstract
In the US labor market the average black worker is exposed to a lower employment rate and earns a lower wage compared to his white counterpart. Lang and Lehmann (2012) argue that these mean differences mask substantial heterogeneity along the distribution of workers' skill. In particular, they argue that black-white wage and employment gaps are smaller for high-skill workers. In this paper we show that a model of employer taste-based discrimination in a labor market characterized by search frictions and skill complementarities in production can replicate these regularities. We estimate the model with US data using methods of indirect inference. Our quantitative results portray the degree of employer prejudice in the US labor market as being strong and widespread, and provide evidence of an important skill gap between black and white workers. We use the model to undertake a structural decomposition and conclude that discrimination resulting from employer prejudice is quantitatively more important than skill differences to explain wage and employment gaps. In the final section of the paper we conduct a number of counterfactual experiments to assess the effectiveness of different policy approaches aimed at reducing racial differences in labor market outcomes.

Suggested Citation

  • Daniel Borowczyk-Martins & Jake Bradley & Linas Tarasonis, 2014. "Racial Discrimination in the U.S. Labor Market: Employment and Wage Differentials by Skill," Working Papers halshs-00989748, HAL.
  • Handle: RePEc:hal:wpaper:halshs-00989748
    Note: View the original document on HAL open archive server: https://shs.hal.science/halshs-00989748
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    References listed on IDEAS

    as
    1. Robert Shimer & Lones Smith, 2000. "Assortative Matching and Search," Econometrica, Econometric Society, vol. 68(2), pages 343-370, March.
    2. Audra J. Bowlus & Zvi Eckstein, 2002. "Discrimination and Skill Differences in an Equilibrium Search Model," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(4), pages 1309-1345, November.
    3. Luca Flabbi, 2010. "Gender Discrimination Estimation In A Search Model With Matching And Bargaining," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 51(3), pages 745-783, August.
    4. Birthe Larsen & Gisela Waisman, 2016. "Labor Market Performance Effects Of Discrimination And Loss Of Skill," Economic Inquiry, Western Economic Association International, vol. 54(3), pages 1574-1595, July.
    5. Judith K. Hellerstein & David Neumark, 2008. "Workplace Segregation in the United States: Race, Ethnicity, and Skill," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 459-477, August.
    6. Pierre Cahuc & Fabien Postel-Vinay & Jean-Marc Robin, 2006. "Wage Bargaining with On-the-Job Search: Theory and Evidence," Econometrica, Econometric Society, vol. 74(2), pages 323-364, March.
    7. Ederington, Josh & Sandford, Jeremy, 2016. "Employer discrimination and market structure: Does more concentration mean more discrimination?," International Journal of Industrial Organization, Elsevier, vol. 48(C), pages 1-33.
    8. Jeremy Lise & Costas Meghir & Jean-Marc Robin, 2013. "Mismatch, Sorting and Wage Dynamics," NBER Working Papers 18719, National Bureau of Economic Research, Inc.
    9. Jeremy Lise & Costas Meghir & Jean-Marc Robin, 2016. "Matching, Sorting and Wages," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 19, pages 63-87, January.
    10. Christopher A. Pissarides & Barbara Petrongolo, 2001. "Looking into the Black Box: A Survey of the Matching Function," Journal of Economic Literature, American Economic Association, vol. 39(2), pages 390-431, June.
    11. repec:hal:spmain:info:hdl:2441/4l136f59vb8mcalu5p6p5li007 is not listed on IDEAS
    12. Altonji, Joseph G & Segal, Lewis M, 1996. "Small-Sample Bias in GMM Estimation of Covariance Structures," Journal of Business & Economic Statistics, American Statistical Association, vol. 14(3), pages 353-366, July.
    13. 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.
    14. Rafael Lopes de Melo, 2018. "Firm Wage Differentials and Labor Market Sorting: Reconciling Theory and Evidence," Journal of Political Economy, University of Chicago Press, vol. 126(1), pages 313-346.
    15. repec:hal:spmain:info:hdl:2441/78hlmdbud88hhp5vbdddivv2hu is not listed on IDEAS
    16. Carneiro, Pedro & Heckman, James J & Masterov, Dimitriy V, 2005. "Labor Market Discrimination and Racial Differences in Premarket Factors," Journal of Law and Economics, University of Chicago Press, vol. 48(1), pages 1-39, April.
    17. Che‐Lin Su & Kenneth L. Judd, 2012. "Constrained Optimization Approaches to Estimation of Structural Models," Econometrica, Econometric Society, vol. 80(5), pages 2213-2230, September.
    18. Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 2, number 9780226041162, April.
    19. Neal, Derek, 2006. "Why Has Black-White Skill Convergence Stopped?," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 1, chapter 9, pages 511-576, Elsevier.
    20. Torres, Sónia & Portugal, Pedro & Addison, John T. & Guimaraes, Paulo, 2013. "The Sources of Wage Variation: A Three-Way High-Dimensional Fixed Effects Regression Model," IZA Discussion Papers 7276, Institute of Labor Economics (IZA).
    21. John M. Abowd & Francis Kramarz & David N. Margolis, 1999. "High Wage Workers and High Wage Firms," Econometrica, Econometric Society, vol. 67(2), pages 251-334, March.
    22. Marcus Hagedorn & Tzuo Hann Law & Iourii Manovskii, 2017. "Identifying Equilibrium Models of Labor Market Sorting," Econometrica, Econometric Society, vol. 85, pages 29-65, January.
    23. Jørgensen, Thomas H., 2013. "Structural estimation of continuous choice models: Evaluating the EGM and MPEC," Economics Letters, Elsevier, vol. 119(3), pages 287-290.
    24. Daniel Borowczyk-Martins & Gregory Jolivet & Fabien Postel-Vinay, 2013. "Accounting For Endogeneity in Matching Function Estimation," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(3), pages 440-451, July.
    25. Fryer Jr., Roland G., 2011. "Racial Inequality in the 21st Century: The Declining Significance of Discrimination," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 10, pages 855-971, Elsevier.
    26. Christopher J. Flinn, 2006. "Minimum Wage Effects on Labor Market Outcomes under Search, Matching, and Endogenous Contact Rates," Econometrica, Econometric Society, vol. 74(4), pages 1013-1062, July.
    27. Jan Eeckhout & Philipp Kircher, 2011. "Identifying Sorting--In Theory," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 78(3), pages 872-906.
    28. Kevin Lang & Michael Manove, 2011. "Education and Labor Market Discrimination," American Economic Review, American Economic Association, vol. 101(4), pages 1467-1496, June.
    29. Cristian Bartolucci, 2013. "Gender Wage Gaps Reconsidered: A Structural Approach Using Matched Employer-Employee Data," Journal of Human Resources, University of Wisconsin Press, vol. 48(4), pages 998-1034.
    30. Jesper Bagger & Rasmus Lentz, 2008. "An Equilibrium Model of Wage Dispersion with Sorting," 2008 Meeting Papers 271, Society for Economic Dynamics.
    31. Zvi Eckstein & Kenneth I. Wolpin, 1999. "Estimating The Effect Of Racial Discrimination On First Job Wage Offers," The Review of Economics and Statistics, MIT Press, vol. 81(3), pages 384-392, August.
    32. Steven J. Davis & R. Jason Faberman & John C. Haltiwanger, 2013. "The Establishment-Level Behavior of Vacancies and Hiring," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(2), pages 581-622.
    33. 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.
    34. repec:eee:labchp:v:1:y:1986:i:c:p:693-785 is not listed on IDEAS
    35. Robert Shimer, 2012. "Reassessing the Ins and Outs of Unemployment," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 15(2), pages 127-148, April.
    36. Black, Dan A, 1995. "Discrimination in an Equilibrium Search Model," Journal of Labor Economics, University of Chicago Press, vol. 13(2), pages 309-333, April.
    37. Bruno Decreuse & Linas Tarasonis, 2021. "Statistical Discrimination in a Search Equilibrium Model: Racial Wage and Employment Disparities in the US," Annals of Economics and Statistics, GENES, issue 143, pages 105-136.
    38. Roland G. Fryer, Jr. & Devah Pager & Jörg L. Spenkuch, 2013. "Racial Disparities in Job Finding and Offered Wages," Journal of Law and Economics, University of Chicago Press, vol. 56(3), pages 633-689.
    39. Marianne Bertrand & Sendhil Mullainathan, 2004. "Are Emily and Greg More Employable Than Lakisha and Jamal? A Field Experiment on Labor Market Discrimination," American Economic Review, American Economic Association, vol. 94(4), pages 991-1013, September.
    40. Becker, Gary S, 1973. "A Theory of Marriage: Part I," Journal of Political Economy, University of Chicago Press, vol. 81(4), pages 813-846, July-Aug..
    41. Asa Rosen, 2003. "Search, Bargaining, and Employer Discrimination," Journal of Labor Economics, University of Chicago Press, vol. 21(4), pages 807-830, October.
    42. repec:hal:spmain:info:hdl:2441/dc0ckec3fcb29ms9850c12h1p is not listed on IDEAS
    43. Conrad Miller, 2017. "The Persistent Effect of Temporary Affirmative Action," American Economic Journal: Applied Economics, American Economic Association, vol. 9(3), pages 152-190, July.
    44. Nicolas Jacquemet & Jean-Marc Robin, 2013. "Assortative matching and search with labor supply and home production," CeMMAP working papers 07/13, Institute for Fiscal Studies.
    45. 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.
    46. 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.
    47. Gourieroux, C & Monfort, A & Renault, E, 1993. "Indirect Inference," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 8(S), pages 85-118, Suppl. De.
    48. Bruno Decreuse & Linas Tarasonis, 2016. "Statistical Discrimination in a Search Equilibrium Model: Racial Wage and Employment Disparities in the US," Working Papers halshs-01327961, HAL.
    49. Kerwin Kofi Charles & Jonathan Guryan, 2008. "Prejudice and Wages: An Empirical Assessment of Becker's The Economics of Discrimination," Journal of Political Economy, University of Chicago Press, vol. 116(5), pages 773-809, October.
    50. David G. Blanchflower & Andrew J. Oswald & Peter Sanfey, 1996. "Wages, Profits, and Rent-Sharing," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(1), pages 227-251.
    51. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-661, September.
    52. Hopenhayn, Hugo A, 1992. "Entry, Exit, and Firm Dynamics in Long Run Equilibrium," Econometrica, Econometric Society, vol. 60(5), pages 1127-1150, September.
    53. Flinn, C. & Heckman, J., 1982. "New methods for analyzing structural models of labor force dynamics," Journal of Econometrics, Elsevier, vol. 18(1), pages 115-168, January.
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    1. Racial Discrimination in the U.S. Labor Market: Employment and Wage Differentials by Skill
      by Christian Zimmermann in NEP-DGE blog on 2014-05-28 18:29:47

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    2. Kuhelika De & Ryan A. Compton & Daniel C. Giedeman & Gary A. Hoover, 2019. "Macroeconomic Shocks and Racial Labour Market Differences in the U.S," CESifo Working Paper Series 8004, CESifo.
    3. Bustelo, Monserrat & Flabbi, Luca & Piras, Claudia & Tejada, Mauricio, 2019. "Female Labor Force Participation, Labor Market Dynamic and Growth in LAC," IDB Publications (Working Papers) 9420, Inter-American Development Bank.
    4. Matteo Bobba & Luca Flabbi & Santiago Levy, 2022. "Labor Market Search, Informality, And Schooling Investments," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 63(1), pages 211-259, February.
    5. Melitz, Jacques & Toubal, Farid, 2018. "Somatic distance, cultural affinities, trust and trade," CEPR Discussion Papers 12895, C.E.P.R. Discussion Papers.
    6. Jacques Melitz & Farid Toubal, 2019. "Somatic distance, trust and trade," Review of International Economics, Wiley Blackwell, vol. 27(3), pages 786-802, August.
    7. Bruno Decreuse & Linas Tarasonis, 2016. "Statistical Discrimination in a Search Equilibrium Model: Racial Wage and Employment Disparities in the US," Working Papers halshs-01327961, HAL.
    8. Scott David WILLIAMS, 2020. "A Textual Analysis Of Racial Considerations In Human Resource Analytics Vendors’ Marketing," Management Research and Practice, Research Centre in Public Administration and Public Services, Bucharest, Romania, vol. 12(4), pages 49-63, December.
    9. Almarina Gramozi & Theodore Palivos & Marios Zachariadis, 2020. "On the Degree and Consequences of Talent Misallocation for the United States," University of Cyprus Working Papers in Economics 09-2020, University of Cyprus Department of Economics.
    10. Kuhelika De & Ryan A. Compton & Daniel C. Giedeman & Gary A. Hoover, 2021. "Macroeconomic shocks and racial labor market differences," Southern Economic Journal, John Wiley & Sons, vol. 88(2), pages 680-704, October.
    11. Almarina Gramozi & Theodore Palivos & Marios Zachariadis, 2023. "Measuring the welfare costs of racial discrimination in the labor market," Economic Inquiry, Western Economic Association International, vol. 61(2), pages 232-252, April.
    12. Forsythe, Eliza & Wu, Jhih-Chian, 2021. "Explaining Demographic Heterogeneity in Cyclical Unemployment," Labour Economics, Elsevier, vol. 69(C).
    13. Christian E. Weller & Connor Maxwell & Danyelle Solomon, 2021. "Simulating How Large Policy Proposals Affect the Black-White Wealth Gap," Journal of Economics, Race, and Policy, Springer, vol. 4(3), pages 196-213, September.
    14. Bruno Decreuse & Linas Tarasonis, 2021. "Statistical Discrimination in a Search Equilibrium Model: Racial Wage and Employment Disparities in the US," Annals of Economics and Statistics, GENES, issue 143, pages 105-136.
    15. Thanh-Tam Nguyen-Huu, 2021. "Do “inferior” jobs always suffer from a wage penalty? Evidence from temporary workers in Cambodia and Pakistan," Post-Print hal-04248181, HAL.
    16. Moradi, Pegah, 2019. "Race, Ethnicity, and the Future of Work," SocArXiv e37cu, Center for Open Science.
    17. Claudia Williamson Kramer, 2023. "Individualism and racial tolerance," Public Choice, Springer, vol. 197(3), pages 347-370, December.

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    More about this item

    Keywords

    employment and wage differentials; discrimination; job search;
    All these keywords.

    JEL classification:

    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search
    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing

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