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Hiring and the Dynamics of the Gender Gap

Author

Listed:
  • Hannah Illing

    (University of Bonn, Institute for Employment Research (IAB) & Institute of Labor Economics (IZA))

  • Hanna Schwank

    (University of Bonn & Institute of Labor Economics (IZA))

  • Linh T. Tô

    (Boston University)

Abstract

We investigate how the same hiring opportunity leads to different labor market outcomes for male and female full-time workers. To study firms’ wage-setting behavior following exogenous vacancies, we analyze the wages of new hires after sudden worker deaths between 1981 and 2016. Using admin- istrative data from Germany, we apply a novel technique to identify external replacement workers, and we use machine learning to compare replacements hired for comparable positions by similar firms. We find that female replacement workers’ starting wages are, on average, 10 log points lower than those of replacing men of the same productivity. Differences in labor supply, within-firm ad- justments, or outside options do not explain this gap; instead, we attribute it to gender differences in bargaining. We conclude that a significant portion of the gender wage gap emerges within firms at the hiring stage.

Suggested Citation

  • Hannah Illing & Hanna Schwank & Linh T. Tô, 2024. "Hiring and the Dynamics of the Gender Gap," ECONtribute Discussion Papers Series 339, University of Bonn and University of Cologne, Germany.
  • Handle: RePEc:ajk:ajkdps:339
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    File URL: https://www.econtribute.de/RePEc/ajk/ajkdps/ECONtribute_339_2024.pdf
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    References listed on IDEAS

    as
    1. Jeffrey A. Flory & Andreas Leibbrandt & John A. List, 2015. "Do Competitive Workplaces Deter Female Workers? A Large-Scale Natural Field Experiment on Job Entry Decisions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(1), pages 122-155.
    2. Olle Folke & Johanna Rickne, 2022. "Sexual Harassment and Gender Inequality in the Labor Market [High Wage Workers and High Wage Firms]," The Quarterly Journal of Economics, Oxford University Press, vol. 137(4), pages 2163-2212.
    3. John M. Barron & Dan A. Black & Mark A. Loewenstein, 1993. "Gender Differences in Training, Capital, and Wages," Journal of Human Resources, University of Wisconsin Press, vol. 28(2), pages 343-364.
    4. Claudia Goldin & Lawrence F. Katz & Ilyana Kuziemko, 2006. "The Homecoming of American College Women: The Reversal of the College Gender Gap," Journal of Economic Perspectives, American Economic Association, vol. 20(4), pages 133-156, Fall.
    5. Kimberly Bayard & Judith Hellerstein & David Neumark & Kenneth Troske, 2003. "New Evidence on Sex Segregation and Sex Differences in Wages from Matched Employee-Employer Data," Journal of Labor Economics, University of Chicago Press, vol. 21(4), pages 887-922, October.
    6. Thomas Le Barbanchon & Roland Rathelot & Alexandra Roulet, 2021. "Gender Differences in Job Search: Trading off Commute against Wage," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(1), pages 381-426.
    7. Joseph G. Altonji & Charles R. Pierret, 2001. "Employer Learning and Statistical Discrimination," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 313-350.
    8. 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.
    9. Alexandre Mas & Amanda Pallais, 2017. "Valuing Alternative Work Arrangements," American Economic Review, American Economic Association, vol. 107(12), pages 3722-3759, December.
    10. Dan Bernhardt, 1995. "Strategic Promotion and Compensation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 62(2), pages 315-339.
    11. DiNardo, John & Fortin, Nicole M & Lemieux, Thomas, 1996. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Econometrica, Econometric Society, vol. 64(5), pages 1001-1044, September.
    12. repec:iab:iabfme:201713(en is not listed on IDEAS
    13. Andreas Gulyas & Sebastian Seitz & Sourav Sinha, 2023. "Does Pay Transparency Affect the Gender Wage Gap? Evidence from Austria," American Economic Journal: Economic Policy, American Economic Association, vol. 15(2), pages 236-255, May.
    14. Valentin Bolotnyy & Natalia Emanuel, 2022. "Why Do Women Earn Less than Men? Evidence from Bus and Train Operators," Journal of Labor Economics, University of Chicago Press, vol. 40(2), pages 283-323.
    15. Barth, Erling & Kerr, Sari Pekkala & Olivetti, Claudia, 2021. "The dynamics of gender earnings differentials: Evidence from establishment data," European Economic Review, Elsevier, vol. 134(C).
    16. 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.
    17. Henrik Kleven & Camille Landais & Johanna Posch & Andreas Steinhauer & Josef Zweimüller, 2024. "Do Family Policies Reduce Gender Inequality? Evidence from 60 Years of Policy Experimentation," American Economic Journal: Economic Policy, American Economic Association, vol. 16(2), pages 110-149, May.
    18. Henry S. Farber & Robert Gibbons, 1996. "Learning and Wage Dynamics," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(4), pages 1007-1047.
    19. Jeffrey A. Flory & Andreas Leibbrandt & John A. List, 2010. "Do Competitive Work Places Deter Female Workers? A Large-Scale Natural Field Experiment on Gender Differences in Job-Entry Decisions," NBER Working Papers 16546, National Bureau of Economic Research, Inc.
    20. Hannah Illing & Johannes Schmieder & Simon Trenkle, 2024. "The Gender Gap in Earnings Losses After Job Displacement," Journal of the European Economic Association, European Economic Association, vol. 22(5), pages 2108-2147.
    21. Azmat, Ghazala & Petrongolo, Barbara, 2014. "Gender and the labor market: What have we learned from field and lab experiments?," Labour Economics, Elsevier, vol. 30(C), pages 32-40.
    22. John M. Abowd & Francis Kramarz & David N. Margolis, 1999. "High Wage Workers and High Wage Firms," Econometrica, Econometric Society, vol. 67(2), pages 251-334, March.
    23. Morten Bennedsen & Francisco Pérez‐González & Daniel Wolfenzon, 2020. "Do CEOs Matter? Evidence from Hospitalization Events," Journal of Finance, American Finance Association, vol. 75(4), pages 1877-1911, August.
    24. Jaime Arellano-Bover & Nicola Bianchi & Salvatore Lattanzio & Matteo Paradisi, 2024. "One Cohort at a Time: A New Perspective on the Declining Gender Pay Gap," NBER Working Papers 32612, National Bureau of Economic Research, Inc.
    25. Lochner, Benjamin & Merkl, Christian, 2022. "Gender-specific application behavior, matching, and the residual gender earnings gap," FAU Discussion Papers in Economics 04/2022, Friedrich-Alexander University Erlangen-Nuremberg, Institute for Economics.
    26. Erica L. Groshen, 1991. "The Structure of the Female/Male Wage Differential: Is It Who You Are, What You Do, or Where You Work?," Journal of Human Resources, University of Wisconsin Press, vol. 26(3), pages 457-472.
    27. Del Bono, Emilia & Vuri, Daniela, 2011. "Job mobility and the gender wage gap in Italy," Labour Economics, Elsevier, vol. 18(1), pages 130-142, January.
    28. 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.
    29. Bernd Fitzenberger & Aderonke Osikominu & Robert Völter, 2006. "Imputation Rules to Improve the Education Variable in the IAB Employment Subsample," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 126(3), pages 405-436.
    30. Patricia Cortés & Jessica Pan & Laura Pilossoph & Ernesto Reuben & Basit Zafar, 2023. "Gender Differences in Job Search and the Earnings Gap: Evidence from the Field and Lab," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(4), pages 2069-2126.
    31. Cecilia Rouse & Claudia Goldin, 2000. "Orchestrating Impartiality: The Impact of "Blind" Auditions on Female Musicians," American Economic Review, American Economic Association, vol. 90(4), pages 715-741, September.
    32. Mario Bossler & Gregor Geis & Jens Stegmaier, 2018. "Comparing survey data with an official administrative population: assessing sample-selectivity in the IAB Establishment Panel," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(2), pages 899-920, March.
    33. Claudia Goldin, 2014. "A Grand Gender Convergence: Its Last Chapter," American Economic Review, American Economic Association, vol. 104(4), pages 1091-1119, April.
    34. Matthew Gudgeon & Simon Trenkle, 2024. "The Speed of Earnings Responses to Taxation and the Role of Firm Labor Demand," Journal of Labor Economics, University of Chicago Press, vol. 42(3), pages 793-835.
    35. Christian Dustmann & Attila Lindner & Uta Schönberg & Matthias Umkehrer & Philipp vom Berge, 2022. "Reallocation Effects of the Minimum Wage," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 137(1), pages 267-328.
    36. 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.
    37. Robert H. Topel & Michael P. Ward, 1992. "Job Mobility and the Careers of Young Men," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 439-479.
    38. Blau, Francine D & Kahn, Lawrence M, 1992. "The Gender Earnings Gap: Learning from International Comparisons," American Economic Review, American Economic Association, vol. 82(2), pages 533-538, May.
    39. Joan Robinson, 1933. "The Theory of Money and the Analysis of Output," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 1(1), pages 22-26.
    40. Bauernschuster, Stefan & Schlotter, Martin, 2015. "Public child care and mothers' labor supply—Evidence from two quasi-experiments," Journal of Public Economics, Elsevier, vol. 123(C), pages 1-16.
    41. Nina Roussille, 2024. "The Role of the Ask Gap in Gender Pay Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(3), pages 1557-1610.
    42. Azmat, Ghazala & Petrongolo, Barbara, 2014. "Gender and the labor market: What have we learned from field and lab experiments?," Labour Economics, Elsevier, vol. 30(C), pages 32-40.
    43. Benjamin F. Jones & Benjamin A. Olken, 2005. "Do Leaders Matter? National Leadership and Growth Since World War II," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(3), pages 835-864.
    44. 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.
    45. Loprest, Pamela J, 1992. "Gender Differences in Wage Growth and Job Mobility," American Economic Review, American Economic Association, vol. 82(2), pages 526-532, May.
    46. Müller, Dana & Strauch, Katharina, 2017. "Identifying mothers in administrative data," FDZ Methodenreport 201713_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    47. Katharina Brütt & Huaiping Yuan, 2022. "Pitfalls of pay transparency: Evidence from the lab and the field," Tinbergen Institute Discussion Papers 22-055/I, Tinbergen Institute.
    48. Benjamin Bruns, 2019. "Changes in Workplace Heterogeneity and How They Widen the Gender Wage Gap," American Economic Journal: Applied Economics, American Economic Association, vol. 11(2), pages 74-113, April.
    49. Zoë Cullen, 2024. "Is Pay Transparency Good?," Journal of Economic Perspectives, American Economic Association, vol. 38(1), pages 153-180, Winter.
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    More about this item

    Keywords

    Gender Wage Gap; Hiring; Labor Supply;
    All these keywords.

    JEL classification:

    • J2 - Labor and Demographic Economics - - Demand and Supply of Labor
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J63 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Turnover; Vacancies; Layoffs

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