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The gender gap among top business executives

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  • Keller, Wolfgang
  • Molina, Teresa
  • Olney, William W.

Abstract

This paper examines gender differences among top US business executives using a large executive-employer matched data set spanning the last quarter century. Female executives make up 6% of the sample and exhibit more labor market churning – both higher entry and higher exit rates. Unconditionally, women earn 26% less than men, which decreases to 8% once executive characteristics, firm characteristics, and in particular job title are accounted for. We find that female executives are disproportionately represented in firms with more temporal flexibility and female-friendly corporate cultures, but this does not explain the gender pay gap. Rather, corporate culture is correlated with gender pay gaps within firms; specifically the within-firm gender pay gap is significantly smaller at female-friendly firms.

Suggested Citation

  • Keller, Wolfgang & Molina, Teresa & Olney, William W., 2023. "The gender gap among top business executives," Journal of Economic Behavior & Organization, Elsevier, vol. 211(C), pages 270-286.
  • Handle: RePEc:eee:jeborg:v:211:y:2023:i:c:p:270-286
    DOI: 10.1016/j.jebo.2023.04.017
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    1. Barbara Biasi & Heather Sarsons, 2020. "Flexible Wages, Bargaining, and the Gender Gap," NBER Working Papers 27894, National Bureau of Economic Research, Inc.
    2. Keller, Wolfgang & Olney, William W., 2021. "Globalization and executive compensation," Journal of International Economics, Elsevier, vol. 129(C).
    3. David Autor & David Dorn & Gordon Hanson & Kaveh Majlesi, 2020. "Importing Political Polarization? The Electoral Consequences of Rising Trade Exposure," American Economic Review, American Economic Association, vol. 110(10), pages 3139-3183, October.
    4. 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.
    5. Xavier Gabaix & Augustin Landier, 2008. "Why has CEO Pay Increased So Much?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(1), pages 49-100.
    6. Jennifer Hunt, 2016. "Why do Women Leave Science and Engineering?," ILR Review, Cornell University, ILR School, vol. 69(1), pages 199-226, January.
    7. Grace Lordan & Jörn‐Steffen Pischke, 2022. "Does Rosie Like Riveting? Male and Female Occupational Choices," Economica, London School of Economics and Political Science, vol. 89(353), pages 110-130, January.
    8. Matthias Sutter & Daniela Glätzle-Rützler, 2015. "Gender Differences in the Willingness to Compete Emerge Early in Life and Persist," Management Science, INFORMS, vol. 61(10), pages 2339-23354, October.
    9. 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.
    10. 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.
    11. Alexandre Mas & Amanda Pallais, 2017. "Valuing Alternative Work Arrangements," American Economic Review, American Economic Association, vol. 107(12), pages 3722-3759, December.
    12. Barbara Biasi & Heather Sarsons, 2022. "Flexible Wages, Bargaining, and the Gender Gap," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 137(1), pages 215-266.
    13. David Card & Ana Rute Cardoso & Patrick Kline, 2016. "Bargaining, Sorting, and the Gender Wage Gap: Quantifying the Impact of Firms on the Relative Pay of Women," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 633-686.
    14. 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.
    15. Usui, Emiko, 2008. "Job satisfaction and the gender composition of jobs," Economics Letters, Elsevier, vol. 99(1), pages 23-26, April.
    16. Alan Manning & Farzad Saidi, 2010. "Understanding the Gender Pay Gap: What's Competition Got to Do with it?," ILR Review, Cornell University, ILR School, vol. 63(4), pages 681-698, July.
    17. Luca Flabbi & Mario Macis & Andrea Moro & Fabiano Schivardi, 2019. "Do Female Executives Make a Difference? The Impact of Female Leadership on Gender Gaps and Firm Performance," The Economic Journal, Royal Economic Society, vol. 129(622), pages 2390-2423.
    18. Muriel Niederle & Lise Vesterlund, 2007. "Do Women Shy Away From Competition? Do Men Compete Too Much?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1067-1101.
    19. David A. Matsa & Amalia R. Miller, 2011. "Chipping Away at the Glass Ceiling: Gender Spillovers in Corporate Leadership," American Economic Review, American Economic Association, vol. 101(3), pages 635-639, May.
    20. Lori Beaman & Raghabendra Chattopadhyay & Esther Duflo & Rohini Pande & Petia Topalova, 2009. "Powerful Women: Does Exposure Reduce Bias?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1497-1540.
    21. Grossman, Philip J. & Eckel, Catherine & Komai, Mana & Zhan, Wei, 2019. "It pays to be a man: Rewards for leaders in a coordination game," Journal of Economic Behavior & Organization, Elsevier, vol. 161(C), pages 197-215.
    22. Josh Bivens & Lawrence Mishel, 2013. "The Pay of Corporate Executives and Financial Professionals as Evidence of Rents in Top 1 Percent Incomes," Journal of Economic Perspectives, American Economic Association, vol. 27(3), pages 57-78, Summer.
    23. Wolfgang Keller & Hale Utar, 2022. "Globalization, Gender, and the Family [Trade Shocks and Labor Adjustment: A Structural Empirical Approach]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(6), pages 3381-3409.
    24. Claudia Goldin & Lawrence F. Katz, 2016. "A Most Egalitarian Profession: Pharmacy and the Evolution of a Family-Friendly Occupation," Journal of Labor Economics, University of Chicago Press, vol. 34(3), pages 705-746.
    25. Cronqvist, Henrik & Yu, Frank, 2017. "Shaped by their daughters: Executives, female socialization, and corporate social responsibility," Journal of Financial Economics, Elsevier, vol. 126(3), pages 543-562.
    26. David H. Autor & David Dorn & Gordon H. Hanson, 2013. "The China Syndrome: Local Labor Market Effects of Import Competition in the United States," American Economic Review, American Economic Association, vol. 103(6), pages 2121-2168, October.
    27. Hernandez-Arenaz, Iñigo & Iriberri, Nagore, 2018. "Women ask for less (only from men): Evidence from bargaining in the field," Journal of Economic Behavior & Organization, Elsevier, vol. 152(C), pages 192-214.
    28. Wiji Arulampalam & Alison L. Booth & Mark L. Bryan, 2007. "Is There a Glass Ceiling over Europe? Exploring the Gender Pay Gap across the Wage Distribution," ILR Review, Cornell University, ILR School, vol. 60(2), pages 163-186, January.
    29. Marianne Bertrand & Sendhil Mullainathan, 1999. "Is There a Discretion in Wage Setting? A Test Using Takeover Legislation," RAND Journal of Economics, The RAND Corporation, vol. 30(3), pages 535-554, Autumn.
    30. 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.
    31. Marianne Bertrand & Kevin F. Hallock, 2001. "The Gender Gap in Top Corporate Jobs," ILR Review, Cornell University, ILR School, vol. 55(1), pages 3-21, October.
    32. Thomas Buser & Muriel Niederle & Hessel Oosterbeek, 2014. "Gender, Competitiveness, and Career Choices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1409-1447.
    33. Marianne Bertrand & Sandra E Black & Sissel Jensen & Adriana Lleras-Muney, 2019. "Breaking the Glass Ceiling? The Effect of Board Quotas on Female Labour Market Outcomes in Norway," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(1), pages 191-239.
    34. Astrid Kunze & Amalia R. Miller, 2017. "Women Helping Women? Evidence from Private Sector Data on Workplace Hierarchies," The Review of Economics and Statistics, MIT Press, vol. 99(5), pages 769-775, December.
    35. James Albrecht & Anders Bjorklund & Susan Vroman, 2003. "Is There a Glass Ceiling in Sweden?," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 145-177, January.
    36. Stefania Albanesi & Claudia Olivetti & María José Prados, 2015. "Gender and Dynamic Agency: Theory and Evidence on the Compensation of Top Executives☆," Research in Labor Economics, in: Gender in the Labor Market, volume 42, pages 1-59, Emerald Group Publishing Limited.
    37. Jan De Loecker & Jan Eeckhout & Gabriel Unger, 2020. "The Rise of Market Power and the Macroeconomic Implications [“Econometric Tools for Analyzing Market Outcomes”]," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(2), pages 561-644.
    38. Sabrin Beg & Anne Fitzpatrick & Adrienne M. Lucas, 2021. "Gender Bias in Assessments of Teacher Performance," AEA Papers and Proceedings, American Economic Association, vol. 111, pages 190-195, May.
    39. Patricia Cortés & Jessica Pan, 2020. "Children and the Remaining Gender Gaps in the Labor Market," NBER Working Papers 27980, National Bureau of Economic Research, Inc.
    40. Stefania Albanesi & Claudia Olivetti & María José Prados, 2015. "Gender and dynamic agency: theory and evidence on the compensation of top executives," Staff Reports 718, Federal Reserve Bank of New York.
    41. George-Levi Gayle & Limor Golan & Robert A. Miller, 2012. "Gender Differences in Executive Compensation and Job Mobility," Journal of Labor Economics, University of Chicago Press, vol. 30(4), pages 829-872.
    42. Tate, Geoffrey & Yang, Liu, 2015. "Female leadership and gender equity: Evidence from plant closure," Journal of Financial Economics, Elsevier, vol. 117(1), pages 77-97.
    43. Marianne Bertrand & Sendhil Mullainathan, 2001. "Are CEOs Rewarded for Luck? The Ones Without Principals Are," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(3), pages 901-932.
    44. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    45. Carola Frydman & Raven E. Saks, 2010. "Executive Compensation: A New View from a Long-Term Perspective, 1936--2005," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 2099-2138.
    46. Casarico, A. & Lattanzio, S., 2019. "What Firms Do: Gender Inequality in Linked Employer-Employee Data," Cambridge Working Papers in Economics 1966, Faculty of Economics, University of Cambridge.
    47. Shelly Lundberg & Jenna Stearns, 2019. "Women in Economics: Stalled Progress," Journal of Economic Perspectives, American Economic Association, vol. 33(1), pages 3-22, Winter.
    48. Bizjak, John & Lemmon, Michael & Nguyen, Thanh, 2011. "Are all CEOs above average? An empirical analysis of compensation peer groups and pay design," Journal of Financial Economics, Elsevier, vol. 100(3), pages 538-555, June.
    49. Claudia Goldin, 2014. "A Grand Gender Convergence: Its Last Chapter," American Economic Review, American Economic Association, vol. 104(4), pages 1091-1119, April.
    50. 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.
    51. Christine L. Exley & Judd B. Kessler, 2019. "The Gender Gap in Self-Promotion," NBER Working Papers 26345, National Bureau of Economic Research, Inc.
    52. Bell, Linda A., 2005. "Women-Led Firms and the Gender Gap in Top Executive Jobs," IZA Discussion Papers 1689, Institute of Labor Economics (IZA).
    53. Christine L. Exley & Judd B. Kessler, 2019. "The Gender Gap in Self-Promotion," Working Papers 2019-058, Human Capital and Economic Opportunity Working Group.
    54. Gangadharan, Lata & Jain, Tarun & Maitra, Pushkar & Vecci, Joseph, 2016. "Social identity and governance: The behavioral response to female leaders," European Economic Review, Elsevier, vol. 90(C), pages 302-325.
    55. Facundo Alvaredo & Anthony B. Atkinson & Thomas Piketty & Emmanuel Saez, 2013. "The Top 1 Percent in International and Historical Perspective," Journal of Economic Perspectives, American Economic Association, vol. 27(3), pages 3-20, Summer.
    56. Ayalew, Shibiru & Manian, Shanthi & Sheth, Ketki, 2021. "Discrimination from below: Experimental evidence from Ethiopia," Journal of Development Economics, Elsevier, vol. 151(C).
    57. David A. Matsa & Amalia R. Miller, 2011. "Chipping Away at the Glass Ceiling: Gender Spillovers in Corporate Leadership," American Economic Review, American Economic Association, pages 635-639.
    58. Cortes, Patricia & Pan, Jessica, 2020. "Children and the Remaining Gender Gaps in the Labor Market," IZA Discussion Papers 13759, Institute of Labor Economics (IZA).
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    More about this item

    Keywords

    Executive compensation; Gender pay gap; Corporate culture;
    All these keywords.

    JEL classification:

    • 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
    • J33 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Compensation Packages; Payment Methods
    • J82 - Labor and Demographic Economics - - Labor Standards - - - Labor Force Composition
    • F16 - International Economics - - Trade - - - Trade and Labor Market Interactions

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