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Behind the Curtain of Workforce Diversity: Evidence from EEO-1 Reports

Author

Listed:
  • Thomas Bourveau

    (Saïd Business School, University of Oxford, Oxford OX1 1HP, United Kingdom)

  • Rachel W. Flam

    (London Business School, London NW1 4SA, United Kingdom)

  • Anthony Le

    (Booth School of Business, University of Chicago, Chicago, Illinois 60637)

Abstract

We leverage the 2023 court-ordered Freedom of Information Act release of standardized Equal Employment Opportunity (EEO-1) reports to examine the workforce diversity of federal contractors. Using the released data for a sample of more than 19,000 publicly traded and private firms, we provide descriptive evidence on the variation in gender and racial diversity of these companies’ workforce. We also document the existence of a racial gap between managers and lower-level employees. A substantial portion of that gap cannot be explained by industry or geographic factors, reflecting the influence of firm-level characteristics. Then, focusing on a sample of more than 800 publicly traded federal contractors, we find robust evidence that the racial managerial gap is associated with firms’ decision to withhold the voluntary disclosure of their EEO-1 forms. Although our findings are subject to several caveats, we provide important evidence on workforce diversity and highlight the importance of using granular, firm-level data to study diversity topics.

Suggested Citation

  • Thomas Bourveau & Rachel W. Flam & Anthony Le, 2026. "Behind the Curtain of Workforce Diversity: Evidence from EEO-1 Reports," Management Science, INFORMS, vol. 72(2), pages 1699-1726, February.
  • Handle: RePEc:inm:ormnsc:v:72:y:2026:i:2:p:1699-1726
    DOI: 10.1287/mnsc.2024.07432
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    References listed on IDEAS

    as
    1. Dye, Ra, 1985. "Disclosure Of Nonproprietary Information," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 23(1), pages 123-145.
    2. Zoë Cullen & Ricardo Perez-Truglia, 2023. "The Old Boys' Club: Schmoozing and the Gender Gap," American Economic Review, American Economic Association, vol. 113(7), pages 1703-1740, July.
    3. Kenneth R. Ahern & Amy K. Dittmar, 2012. "The Changing of the Boards: The Impact on Firm Valuation of Mandated Female Board Representation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(1), pages 137-197.
    4. Morten Bennedsen & Elena Simintzi & Margarita Tsoutsoura & Daniel Wolfenzon, 2022. "Do Firms Respond to Gender Pay Gap Transparency?," Journal of Finance, American Finance Association, vol. 77(4), pages 2051-2091, August.
    5. Jung Ho Choi & Joseph Pacelli & Kristina M. Rennekamp & Sorabh Tomar, 2023. "Do Jobseekers Value Diversity Information? Evidence from a Field Experiment and Human Capital Disclosures," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 61(3), pages 695-735, June.
    6. Gow, Ian D. & Larcker, David F. & Reiss, Peter C., 2016. "Causal Inference in Accounting Research," Research Papers 3393, Stanford University, Graduate School of Business.
    7. Bond, Philip & Zeng, Yao, 2022. "Silence is safest: Information disclosure when the audience’s preferences are uncertain," Journal of Financial Economics, Elsevier, vol. 145(1), pages 178-193.
    8. Cormier, Denis & Magnan, Michel, 2003. "Environmental reporting management: a continental European perspective," Journal of Accounting and Public Policy, Elsevier, vol. 22(1), pages 43-62.
    9. Gregory S. Miller, 2002. "Earnings Performance and Discretionary Disclosure," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 40(1), pages 173-204, March.
    10. Ian D. Gow & David F. Larcker & Peter C. Reiss, 2016. "Causal Inference in Accounting Research," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 54(2), pages 477-523, May.
    11. Bertomeu, Jeremy, 2024. "Disclosure paternalism," Journal of Accounting and Economics, Elsevier, vol. 77(2).
    12. Beyer, Anne & Cohen, Daniel A. & Lys, Thomas Z. & Walther, Beverly R., 2010. "The financial reporting environment: Review of the recent literature," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 296-343, December.
    13. García, Diego & Norli, Øyvind, 2012. "Geographic dispersion and stock returns," Journal of Financial Economics, Elsevier, vol. 106(3), pages 547-565.
    14. Breuer, Matthias & Cai, Wei & Le, Anthony & Vetter, Felix, 2024. "Minority representation at work," Working Papers 343, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    15. Gow, Ian D. & Larcker, David F. & Watts, Edward M., 2023. "Board diversity and shareholder voting," Journal of Corporate Finance, Elsevier, vol. 83(C).
    16. 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.
    17. Verrecchia, Robert E., 1983. "Discretionary disclosure," Journal of Accounting and Economics, Elsevier, vol. 5(1), pages 179-194, April.
    18. Greenwald, Daniel L. & Howell, Sabrina T. & Li, Cangyuan & Yimfor, Emmanuel, 2024. "Regulatory arbitrage or random errors? Implications of race prediction algorithms in fair lending analysis," Journal of Financial Economics, Elsevier, vol. 157(C).
    19. Hans B. Christensen & Luzi Hail & Christian Leuz, 2021. "Mandatory CSR and sustainability reporting: economic analysis and literature review," Review of Accounting Studies, Springer, vol. 26(3), pages 1176-1248, September.
    20. Karthik Balakrishnan & Rafael Copat & Daniela De La Parra & K. Ramesh, 2023. "Racial Diversity Exposure and Firm Responses Following the Murder of George Floyd," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 61(3), pages 737-804, June.
    21. Boone, Audra L. & White, Joshua T., 2015. "The effect of institutional ownership on firm transparency and information production," Journal of Financial Economics, Elsevier, vol. 117(3), pages 508-533.
    22. Christensen, Hans B. & Floyd, Eric & Liu, Lisa Yao & Maffett, Mark, 2017. "The real effects of mandated information on social responsibility in financial reports: Evidence from mine-safety records," Journal of Accounting and Economics, Elsevier, vol. 64(2), pages 284-304.
    23. Huang, June & Lu, Shirley, 2025. "Gender diversity performance and voluntary disclosure: Mind the (gender pay) gap," Accounting, Organizations and Society, Elsevier, vol. 114(C).
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