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Testing the Presence of Implicit Hiring Quotas with Application to German Universities

Author

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  • Lena Janys

    (University of Bonn (Department of Economics), Hausdorff Center of Mathematics and IZA)

Abstract

Women are underrepresented in academia in general and economics in particular. I introduce a test to detect an under-researched form of hiring bias: implicit quotas. I derive a test under the null hypothesis of gender-blind hiring that requires no additional information about individual hires and can be used to analyze hiring bias in a variety of other hiring settings. I derive its asymptotic distribution and propose a parametric bootstrap procedure that resamples from the exact distribution. I analyze the distribution of female professors at German universities and find an implicit quota of one or two women on the department level.

Suggested Citation

  • Lena Janys, 2022. "Testing the Presence of Implicit Hiring Quotas with Application to German Universities," ECONtribute Discussion Papers Series 165, University of Bonn and University of Cologne, Germany.
    • Handle: RePEc:ajk:ajkdps:165
    as

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    File URL: https://www.econtribute.de/RePEc/ajk/ajkdps/ECONtribute_165_2022.pdf
    File Function: First version, 2022
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    References listed on IDEAS

    as
    1. Maliheh Paryavi & Iris Bohnet & Alexandra van Geen, 2019. "Descriptive norms and gender diversity: Reactance from men," Journal of Behavioral Public Administration, Center for Experimental and Behavioral Public Administration, vol. 2(1).
    2. Bagues, Manuel & Campa, Pamela, 2021. "Can gender quotas in candidate lists empower women? Evidence from a regression discontinuity design," Journal of Public Economics, Elsevier, vol. 194(C).
    3. Catherine Porter & Danila Serra, 2020. "Gender Differences in the Choice of Major: The Importance of Female Role Models," American Economic Journal: Applied Economics, American Economic Association, vol. 12(3), pages 226-254, July.
    4. David Card & Stefano DellaVigna & Patricia Funk & Nagore Iriberri, 2020. "Are Referees and Editors in Economics Gender Neutral?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(1), pages 269-327.
    5. Agata Maida & Andrea Weber, 2022. "Female Leadership and Gender Gap within Firms: Evidence from an Italian Board Reform," ILR Review, Cornell University, ILR School, vol. 75(2), pages 488-515, March.
    6. 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.
    7. Arcidiacono, Peter & Kinsler, Josh & Ransom, Tyler, 2022. "Asian American Discrimination in Harvard Admissions," European Economic Review, Elsevier, vol. 144(C).
    8. Amanda Bayer & Cecilia Elena Rouse, 2016. "Diversity in the Economics Profession: A New Attack on an Old Problem," Journal of Economic Perspectives, American Economic Association, vol. 30(4), pages 221-242, Fall.
    9. Boring, Anne, 2017. "Gender biases in student evaluations of teaching," Journal of Public Economics, Elsevier, vol. 145(C), pages 27-41.
    10. Pascaline Dupas & Alicia Sasser Modestino & Muriel Niederle & Justin Wolfers & The Seminar Dynamics Collective, 2021. "Gender and the Dynamics of Economics Seminars," NBER Working Papers 28494, National Bureau of Economic Research, Inc.
    11. Laura Hospido & Carlos Sanz, 2021. "Gender Gaps in the Evaluation of Research: Evidence from Submissions to Economics Conferences," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 83(3), pages 590-618, June.
    12. Alice H. Wu, 2018. "Gendered Language on the Economics Job Market Rumors Forum," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 175-179, May.
    13. Shelly Lundberg & Jenna Stearns, 2019. "Women in Economics: Stalled Progress," Journal of Economic Perspectives, American Economic Association, vol. 33(1), pages 3-22, Winter.
    14. Heather Sarsons, 2017. "Recognition for Group Work: Gender Differences in Academia," American Economic Review, American Economic Association, vol. 107(5), pages 141-145, May.
    15. Paryavi, Maliheh & Bohnet, Iris & van Geen, Alexandra, 2019. "Descriptive Norms and Gender Diversity: Reactance from Men," Working Paper Series rwp19-007, Harvard University, John F. Kennedy School of Government.
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    More about this item

    Keywords

    Gender; Academia; Bernoulli Sequences; Hypothesis Testing;
    All these keywords.

    JEL classification:

    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing
    • C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Hypothesis Testing: General
    • C18 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Methodolical Issues: General

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