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Sexual Orientation and Labor Market Disparities

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  • Sarzosa, Miguel

Abstract

This paper assesses labor market disparities against sexual minorities. My empirical strategy allows schooling, employment, and income to be endogenously determined relying on the identification of unobserved heterogeneity (skills and sexual orientation). I find that disparities are more prevalent at the employment margin than at the earnings margin. Sexual minorities are 10–20 percentage points less likely to be employed than comparable heterosexual adults. The results suggest that selection into employment contributes to the elimination of the observed income gaps among the employed as the average sexual-minority worker is more skilled than their heterosexual counterpart.

Suggested Citation

  • Sarzosa, Miguel, 2023. "Sexual Orientation and Labor Market Disparities," Journal of Economic Behavior & Organization, Elsevier, vol. 212(C), pages 723-755.
  • Handle: RePEc:eee:jeborg:v:212:y:2023:i:c:p:723-755
    DOI: 10.1016/j.jebo.2023.06.007
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    1. Hansen, Karsten T. & Heckman, James J. & Mullen, K.J.Kathleen J., 2004. "The effect of schooling and ability on achievement test scores," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 39-98.
    2. Alan Manning & Joanna Swaffield, 2008. "The gender gap in early-career wage growth," Economic Journal, Royal Economic Society, vol. 118(530), pages 983-1024, July.
    3. Pedro Carneiro & Karsten T. Hansen & James J. Heckman, 2003. "Estimating Distributions of Treatment Effects with an Application to the Returns to Schooling and Measurement of the Effects of Uncertainty on College," NBER Working Papers 9546, National Bureau of Economic Research, Inc.
    4. Carpenter, Christopher S., 2007. "Revisiting the income penalty for behaviorally gay men: Evidence from NHANES III," Labour Economics, Elsevier, vol. 14(1), pages 25-34, January.
    5. Carneiro, Pedro & Hansen, Karsten T. & Heckman, James J., 2003. "Estimating Distributions of Treatment Effects with an Application to the Returns to Schooling and Measurement of the Effects of Uncertainty on College Choice," IZA Discussion Papers 767, Institute of Labor Economics (IZA).
    6. Antecol, Heather & Jong, Anneke & Steinberger, Michael D., 2007. "The Sexual Orientation Wage Gap: The Role of Occupational Sorting, Human Capital, and Discrimination," IZA Discussion Papers 2945, Institute of Labor Economics (IZA).
    7. Heckman, James J & Honore, Bo E, 1990. "The Empirical Content of the Roy Model," Econometrica, Econometric Society, vol. 58(5), pages 1121-1149, September.
    8. Pedro Carneiro & Karsten T. Hansen & James J. Heckman, 2003. "2001 Lawrence R. Klein Lecture Estimating Distributions of Treatment Effects with an Application to the Returns to Schooling and Measurement of the Effects of Uncertainty on College Choice," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 44(2), pages 361-422, May.
    9. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
    10. Cevat G. Aksoy & Christopher S. Carpenter & Jeff Frank, 2018. "Sexual Orientation and Earnings: New Evidence from the United Kingdom," ILR Review, Cornell University, ILR School, vol. 71(1), pages 242-272, January.
    11. Ian Burn & Michael E. Martell, 2020. "The role of work values and characteristics in the human capital investment of gays and lesbians," Education Economics, Taylor & Francis Journals, vol. 28(4), pages 351-369, July.
    12. James J. Heckman & Dimitriy V. Masterov, 2007. "The Productivity Argument for Investing in Young Children," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 29(3), pages 446-493.
    13. Charles Brown, 1984. "Black-White Earnings Ratios Since the Civil Rights Act of 1964: The Importance of Labor Market Dropouts," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 99(1), pages 31-44.
    14. Marianne Bertrand & Claudia Goldin & Lawrence F. Katz, 2010. "Dynamics of the Gender Gap for Young Professionals in the Financial and Corporate Sectors," American Economic Journal: Applied Economics, American Economic Association, vol. 2(3), pages 228-255, July.
    15. Dan A. Black & Hoda R. Makar & Seth G. Sanders & Lowell J. Taylor, 2003. "The Earnings Effects of Sexual Orientation," ILR Review, Cornell University, ILR School, vol. 56(3), pages 449-469, April.
    16. Edinaldo Tebaldi & Bruce Elmslie, 2006. "Sexual orientation and labour supply," Applied Economics, Taylor & Francis Journals, vol. 38(5), pages 549-562.
    17. Mroz, Thomas A, 1987. "The Sensitivity of an Empirical Model of Married Women's Hours of Work to Economic and Statistical Assumptions," Econometrica, Econometric Society, vol. 55(4), pages 765-799, July.
    18. Bond, Timothy N. & Lehmann, Jee-Yeon K., 2018. "Prejudice and racial matches in employment," Labour Economics, Elsevier, vol. 51(C), pages 271-293.
    19. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-1160, September.
    20. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    21. Erik Plug & Dinand Webbink & Nick Martin, 2014. "Sexual Orientation, Prejudice, and Segregation," Journal of Labor Economics, University of Chicago Press, vol. 32(1), pages 123-159.
    22. Murnane, Richard J & Willett, John B & Levy, Frank, 1995. "The Growing Importance of Cognitive Skills in Wage Determination," The Review of Economics and Statistics, MIT Press, vol. 77(2), pages 251-266, May.
    23. Joseph J. Sabia, 2015. "Fluidity in Sexual Identity, Unmeasured Heterogeneity, and the Earnings Effects of Sexual Orientation," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 54(1), pages 33-58, January.
    24. Stephen V. Cameron & James J. Heckman, 1998. "Life Cycle Schooling and Dynamic Selection Bias: Models and Evidence for Five Cohorts of American Males," Journal of Political Economy, University of Chicago Press, vol. 106(2), pages 262-333, April.
    25. Sansone, Dario, 2019. "LGBT students: New evidence on demographics and educational outcomes," Economics of Education Review, Elsevier, vol. 73(C).
    26. Ian Burn, 2020. "The Relationship between Prejudice and Wage Penalties for Gay Men in the United States," ILR Review, Cornell University, ILR School, vol. 73(3), pages 650-675, May.
    27. 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.
    28. Heckman, James J. & Humphries, John Eric & Veramendi, Gregory, 2016. "Dynamic treatment effects," Journal of Econometrics, Elsevier, vol. 191(2), pages 276-292.
    29. Stephen V. Cameron & James J. Heckman, 1998. "Life Cycle Schooling and Dynamic Selection Bias: Models and Evidence for Five Cohorts," NBER Working Papers 6385, National Bureau of Economic Research, Inc.
    30. Dan A. Black & Seth G. Sanders & Lowell J. Taylor, 2007. "The Economics of Lesbian and Gay Families," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 53-70, Spring.
    31. Catherine J. Weinberger & Peter J. Kuhn, 2010. "Changing Levels or Changing Slopes? The Narrowing of the Gender Earnings Gap 1959 – 1999," ILR Review, Cornell University, ILR School, vol. 63(3), pages 384-406, April.
    32. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66(4), pages 281-281.
    33. Nathan Berg & Donald Lien, 2002. "Measuring The Effect Of Sexual Orientation On Income: Evidence Of Discrimination?," Contemporary Economic Policy, Western Economic Association International, vol. 20(4), pages 394-414, October.
    34. Miguel Sarzosa & Sergio Urzúa, 2016. "Implementing factor models for unobserved heterogeneity in Stata," Stata Journal, StataCorp LP, vol. 16(1), pages 197-228, March.
    35. Carpenter, Christopher S., 2009. "Sexual orientation and outcomes in college," Economics of Education Review, Elsevier, vol. 28(6), pages 693-703, December.
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    More about this item

    Keywords

    Wage gap; Discrimination; Unobserved heterogeneity; Skills;
    All these keywords.

    JEL classification:

    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing

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