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Occupational Characteristics and the Gender Pay Gap

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  • Aline Zucco

Abstract

Germany has a large persistent Gender Pay Gap of 21 %; although this gap is not constant across occupations. The question arises why some occupations have large Gender Pay Gaps while others have only small gaps. Using data from the Structural Earnings Study merged with occupational task information provided by the Federal Labor Office, this paper aims to uncover the relationship between occupational characteristics and the Gender Pay Gap. To do so, I apply a two-step approach, where the first step uses individual characteristics to estimate the adjusted occupation-specific Gender Pay Gaps. In the second step, these gaps are regressed on occupational characteristics. I find that wage differences between men and women are lower in occupations with linear earnings and in occupations with a large share of public firms. Moreover, we observe that an increasing share of persons with supervisory power is linked to larger wage differences between men and women, which indicates the presence of a glass ceiling. Finally, the Gender Pay Gap is higher in occupations with routine tasks. Moreover, the findings suggest that the more that employees can be substituted with other employees, the lower is the Gender Pay Gap. Hence, this study extends previous findings on occupation-specific Gender Pay Gaps by linking them to occupational characteristics on a more general level.

Suggested Citation

  • Aline Zucco, 2019. "Occupational Characteristics and the Gender Pay Gap," Discussion Papers of DIW Berlin 1794, DIW Berlin, German Institute for Economic Research.
    • Handle: RePEc:diw:diwwpp:dp1794
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    File URL: https://www.diw.de/documents/publikationen/73/diw_01.c.616008.de/dp1794.pdf
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    References listed on IDEAS

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    1. 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.
    2. Alexandra Spitz-Oener, 2006. "Technical Change, Job Tasks, and Rising Educational Demands: Looking outside the Wage Structure," Journal of Labor Economics, University of Chicago Press, vol. 24(2), pages 235-270, April.
    3. Anne Busch & Elke Holst, 2009. "Glass Ceiling Effect and Earnings: The Gender Pay Gap in Managerial Positions in Germany," Discussion Papers of DIW Berlin 905, DIW Berlin, German Institute for Economic Research.
    4. Hirsch, Boris, 2013. "The impact of female managers on the gender pay gap: Evidence from linked employer–employee data for Germany," Economics Letters, Elsevier, vol. 119(3), pages 348-350.
    5. Elise Coudin & Sophie Maillard & Maxime Tô, 2018. "Family, Firms and the Gender Wage Gap in France," Working Papers 2018-09, Center for Research in Economics and Statistics.
    6. Bhalotra, Sonia & Fernandez Sierra, Manuel, 2018. "The distribution of the gender wage gap," ISER Working Paper Series 2018-10, Institute for Social and Economic Research.
    7. 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.
    8. Emily Murphy & Daniel Oesch, 2015. "The Feminization of Occupations and Change in Wages: A Panel Analysis of Britain, Germany and Switzerland," SOEPpapers on Multidisciplinary Panel Data Research 731, DIW Berlin, The German Socio-Economic Panel (SOEP).
    9. Patricia Gallego Granados & Katharina Wrohlich, 2018. "Gender Pay Gap besonders groß bei niedrigen und hohen Löhnen," DIW Wochenbericht, DIW Berlin, German Institute for Economic Research, vol. 85(10), pages 173-179.
    10. 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.
    11. Patricia Gallego Granados, 2019. "The Part-Time Wage Gap across the Wage Distribution," Discussion Papers of DIW Berlin 1791, DIW Berlin, German Institute for Economic Research.
    12. Claudia Goldin & Sari Pekkala Kerr & Claudia Olivetti & Erling Barth, 2017. "The Expanding Gender Earnings Gap: Evidence from the LEHD-2000 Census," American Economic Review, American Economic Association, vol. 107(5), pages 110-114, May.
    13. Johannes Ludsteck, 2014. "The Impact of Segregation and Sorting on the Gender Wage Gap: Evidence from German Linked Longitudinal Employer-Employee Data," ILR Review, Cornell University, ILR School, vol. 67(2), pages 362-394, April.
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    Cited by:

    1. Fuchs, Michaela & Rossen, Anja & Weyh, Antje & Wydra-Somaggio, Gabriele, 2019. "Why do women earn more than men in some regions? : Explaining regional differences in the gender pay gap in Germany," IAB-Discussion Paper 201911, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].

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    More about this item

    Keywords

    Gender pay gap; segregation; discrimination; wage differentials; occupations;
    All these keywords.

    JEL classification:

    • J3 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination

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