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The Gender Wage Gap: Skills, Sorting, and Returns

Author

Listed:
  • John Eric Humphries
  • Juanna Schrøter Joensen
  • Gregory F. Veramendi

Abstract

There is a large gender wage gap among college graduates. This gender gap could be partially driven by differences in college major and prior skills. We use Swedish register data to study how much of the gender gap can be explained by differences in majors, skills, and skill prices. College majors explain 60 percent of the gender wage gap, but large gaps remain within majors. We find that within-major wage gaps are driven by neither differences in multidimensional skills nor returns to these skills. In fact, women are positively selected in terms of college preparation and skills in almost every major.

Suggested Citation

  • John Eric Humphries & Juanna Schrøter Joensen & Gregory F. Veramendi, 2024. "The Gender Wage Gap: Skills, Sorting, and Returns," AEA Papers and Proceedings, American Economic Association, vol. 114, pages 259-264, May.
  • Handle: RePEc:aea:apandp:v:114:y:2024:p:259-64
    DOI: 10.1257/pandp.20241026
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    1. Altonji, J.G. & Arcidiacono, P. & Maurel, A., 2016. "The Analysis of Field Choice in College and Graduate School," Handbook of the Economics of Education,, Elsevier.
    2. James J. Heckman & John Eric Humphries & Gregory Veramendi, 2018. "Returns to Education: The Causal Effects of Education on Earnings, Health, and Smoking," Journal of Political Economy, University of Chicago Press, vol. 126(S1), pages 197-246.
    3. Flavio Cunha & James J. Heckman & Susanne M. Schennach, 2010. "Estimating the Technology of Cognitive and Noncognitive Skill Formation," Econometrica, Econometric Society, vol. 78(3), pages 883-931, May.
    4. 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.
    5. Henrik Kleven & Camille Landais & Jakob Egholt Søgaard, 2019. "Children and Gender Inequality: Evidence from Denmark," American Economic Journal: Applied Economics, American Economic Association, vol. 11(4), pages 181-209, October.
    6. Joseph G. Altonji & Lisa B. Kahn & Jamin D. Speer, 2014. "Trends in Earnings Differentials across College Majors and the Changing Task Composition of Jobs," American Economic Review, American Economic Association, vol. 104(5), pages 387-393, May.
    7. Nikolay Angelov & Per Johansson & Erica Lindahl, 2016. "Parenthood and the Gender Gap in Pay," Journal of Labor Economics, University of Chicago Press, vol. 34(3), pages 545-579.
    8. 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.
    9. Erik Grönqvist & Erik Lindqvist, 2016. "The Making of a Manager: Evidence from Military Officer Training," Journal of Labor Economics, University of Chicago Press, vol. 34(4), pages 869-898.
    10. Carolyn M. Sloane & Erik G. Hurst & Dan A. Black, 2021. "College Majors, Occupations, and the Gender Wage Gap," Journal of Economic Perspectives, American Economic Association, vol. 35(4), pages 223-248, Fall.
    11. Joseph G. Altonji & John Eric Humphries & Ling Zhong, 2023. "The Effects of Advanced Degrees on the Wage Rates, Hours, Earnings, and Job Satisfaction of Women and Men," Research in Labor Economics, in: 50th Celebratory Volume, volume 50, pages 25-81, Emerald Group Publishing Limited.
    12. Rodney J. Andrews & Scott A. Imberman & Michael F. Lovenheim & Kevin M. Stange, 2022. "The Returns to College Major Choice: Average and Distributional Effects, Career Trajectories, and Earnings Variability," NBER Working Papers 30331, National Bureau of Economic Research, Inc.
    13. Matthew Wiswall & Basit Zafar, 2021. "Human Capital Investments and Expectations about Career and Family," Journal of Political Economy, University of Chicago Press, vol. 129(5), pages 1361-1424.
    14. Henrik Kleven & Camille Landais & Johanna Posch & Andreas Steinhauer & Josef Zweimüller, 2019. "Child Penalties across Countries: Evidence and Explanations," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 122-126, May.
    15. Benjamin Williams, 2020. "Identification of the linear factor model," Econometric Reviews, Taylor & Francis Journals, vol. 39(1), pages 92-109, January.
    16. Melanie Wasserman, 2023. "Hours Constraints, Occupational Choice, and Gender: Evidence from Medical Residents," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(3), pages 1535-1568.
    17. Per-Anders Edin & Peter Fredriksson & Martin Nybom & Björn Öckert, 2022. "The Rising Return to Noncognitive Skill," American Economic Journal: Applied Economics, American Economic Association, vol. 14(2), pages 78-100, April.
    18. Magnus Carlsson & Gordon B. Dahl & Björn Öckert & Dan-Olof Rooth, 2015. "The Effect of Schooling on Cognitive Skills," The Review of Economics and Statistics, MIT Press, vol. 97(3), pages 533-547, July.
    19. Erik Lindqvist & Roine Vestman, 2011. "The Labor Market Returns to Cognitive and Noncognitive Ability: Evidence from the Swedish Enlistment," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 101-128, January.
    20. Ariel J. Binder & Amanda Eng & Kendall Houghton & Andrew Foote, 2023. "The Gender Pay Gap and Its Determinants Across the Human Capital Distribution," Working Papers 23-31, Center for Economic Studies, U.S. Census Bureau.
    21. Martin Eckhoff Andresen & Emily Nix, 2022. "What Causes the Child Penalty? Evidence from Adopting and Same-Sex Couples," Journal of Labor Economics, University of Chicago Press, vol. 40(4), pages 971-1004.
    22. Lenka Fiala & John Eric Humphries & Juanna Schrøter Joensen & Uditi Karna & John A. List & Gregory F. Veramendi, 2022. "How Early Adolescent Skills and Preferences Shape Economics Education Choices," AEA Papers and Proceedings, American Economic Association, vol. 112, pages 609-613, May.
    23. Heckman, James J. & Humphries, John Eric & Veramendi, Gregory, 2016. "Dynamic treatment effects," Journal of Econometrics, Elsevier, vol. 191(2), pages 276-292.
    24. Dora Gicheva, 2013. "Working Long Hours and Early Career Outcomes in the High-End Labor Market," Journal of Labor Economics, University of Chicago Press, vol. 31(4), pages 785-824.
    25. Matthew Wiswall & Basit Zafar, 2018. "Preference for the Workplace, Investment in Human Capital, and Gender," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(1), pages 457-507.
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    More about this item

    JEL classification:

    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • 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

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