Advanced Search
MyIDEAS: Login to save this paper or follow this series

Gender-Specific Occupational Segregation, Glass Ceiling Effects, and Earnings in Managerial Positions: Results of a Fixed Effects Model

Contents:

Author Info

  • Anne Busch
  • Elke Holst

Abstract

The study analyses the gender pay gap in private-sector management positions in Germany based on data from the German Socio-Economic Panel Study (SOEP) for the years 2001-2008. It focuses in particular on gender segregation in the labor market, that is, on the unequal distribution of women and men across different occupations and on the effects of this inequality on earnings levels and gender wage differentials in management positions. Our paper is, to our knowledge, the first in Germany to use time-constant unobserved heterogeneity and gender-specific promotion probabilities to estimate wages and wage differentials for persons in managerial positions. The results of the fixed effects model show that working in a more "female" job, as opposed to a more "male" job, affects only women's wages negatively. This result remains stable after controlling for human capital endowments and other effects. Mechanisms of the devaluation of jobs not primarily held by men also negatively affect pay in management positions (evaluative discrimination) and are even more severe for women (allocative discrimination). However, the effect is not linear; the wage penalties for women occur only in "integrated" (more equally male/female) jobs as opposed to typically male jobs, and not in typically female jobs. The devaluation of occupations that are not primarily held by men becomes even more evident when promotion probabilities are taken into account. An Oaxaca/Blinder decomposition of the wage differential between men and women in management positions shows that the full model explains 65 percent of the gender pay gap. In other words: Thirty-five percent remain unexplained; this portion reflects, for example, time-varying social and cultural conditions, such as discriminatory policies and practices in the labor market.

Download Info

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
File URL: http://www.diw.de/documents/publikationen/73/diw_01.c.367559.de/dp1101.pdf
Download Restriction: no

Bibliographic Info

Paper provided by DIW Berlin, German Institute for Economic Research in its series Discussion Papers of DIW Berlin with number 1101.

as in new window
Length: 24 p.
Date of creation: 2011
Date of revision:
Handle: RePEc:diw:diwwpp:dp1101

Contact details of provider:
Postal: Mohrenstraße 58, D-10117 Berlin
Phone: xx49-30-89789-0
Fax: xx49-30-89789-200
Email:
Web page: http://www.diw.de/en
More information through EDIRC

Related research

Keywords: Gender pay gap; managerial positions; gender segregation; glass-ceiling effects; Oaxaca/Blinder decomposition; fixed effects; selection bias;

Other versions of this item:

Find related papers by JEL classification:

This paper has been announced in the following NEP Reports:

References

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
as in new window
  1. Arulampalam, Wiji & Booth, Alison L. & Bryan, Mark L., 2004. "Is There a Glass Ceiling over Europe? Exploring the Gender Pay Gap across the Wages Distribution," IZA Discussion Papers 1373, Institute for the Study of Labor (IZA).
  2. Polachek, Solomon William, 1981. "Occupational Self-Selection: A Human Capital Approach to Sex Differences in Occupational Structure," The Review of Economics and Statistics, MIT Press, vol. 63(1), pages 60-69, February.
  3. Arnaud Chevalier, 2007. "Education, Occupation and Career Expectations: Determinants of the Gender Pay Gap for UK Graduates," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 819-842, December.
  4. Francine D. Blau & Lawrence M. Kahn, 2000. "Gender Differences in Pay," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 75-99, Fall.
  5. Oaxaca, Ronald L. & Ransom, Michael R., 1994. "On discrimination and the decomposition of wage differentials," Journal of Econometrics, Elsevier, vol. 61(1), pages 5-21, March.
  6. Lausten, Mette, 2001. "Gender Differences in Managerial Compensation - Evidences from Denmark," Working Papers 01-4, University of Aarhus, Aarhus School of Business, Department of Economics.
  7. Astrid Kunze, 2008. "Gender wage gap studies: consistency and decomposition," Empirical Economics, Springer, vol. 35(1), pages 63-76, August.
  8. Simon Fietze & Elke Holst & Verena Tobsch, 2009. "Personality and Career: She's Got What It Takes," Discussion Papers of DIW Berlin 955, DIW Berlin, German Institute for Economic Research.
  9. Ben Jann, 2008. "The Blinder–Oaxaca decomposition for linear regression models," Stata Journal, StataCorp LP, StataCorp LP, vol. 8(4), pages 453-479, December.
  10. Jane Waldfogel, 1998. "Understanding the "Family Gap" in Pay for Women with Children," Journal of Economic Perspectives, American Economic Association, vol. 12(1), pages 137-156, Winter.
  11. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
  12. repec:ilo:ilowps:344117 is not listed on IDEAS
  13. Elke Holst & Anita Wiemer, 2010. "Frauen sind in Spitzengremien der Wirtschaft unterrepräsentiert," Wirtschaftsdienst, Springer, vol. 90(10), pages 692-699, October.
  14. Fitzenberger, Bernd & Kunze, Astrid, 2005. "Vocational Training and Gender: Wages and Occupational Mobility among young Workers," ZEW Discussion Papers 05-66, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  15. 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.
  16. Elke Holst & Anne Busch, 2010. "Führungskräfte-Monitor 2010," DIW Berlin: Politikberatung kompakt, DIW Berlin, German Institute for Economic Research, volume 56, number pbk56, July.
  17. Beblo, Miriam & Wolf, Elke, 2002. "Wage Penalties for Career Interruptions: An Empirical Analysis for West Germany," ZEW Discussion Papers 02-45, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  18. Francine D. Blau & Lawrence M. Kahn, 2003. "Understanding International Differences in the Gender Pay Gap," Journal of Labor Economics, University of Chicago Press, University of Chicago Press, vol. 21(1), pages 106-144, January.
  19. Gert G. Wagner & Joachim R. Frick & Jürgen Schupp, 2007. "The German Socio-Economic Panel Study (SOEP): Scope, Evolution and Enhancements," SOEPpapers on Multidisciplinary Panel Data Research 1, DIW Berlin, The German Socio-Economic Panel (SOEP).
  20. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
  21. Paula England, 1982. "The Failure of Human Capital Theory to Explain Occupational Sex Segregation," Journal of Human Resources, University of Wisconsin Press, vol. 17(3), pages 358-370.
  22. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
  23. Elke Holst & Anita Wiemer, 2010. "Frauen in Spitzengremien großer Unternehmen weiterhin massiv unterrepräsentiert," DIW Wochenbericht, DIW Berlin, German Institute for Economic Research, vol. 77(4), pages 2-10.
  24. Achatz, Juliane & Gartner, Hermann & Glück, Timea, 2004. "Bonus oder Bias? Mechanismen geschlechtsspezifischer Entlohnung," IAB Discussion Paper 200402, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
  25. Anne Busch & Elke Holst, 2008. "Verdienstdifferenzen zwischen Frauen und Männern nur teilweise durch Strukturmerkmale zu erklären," DIW Wochenbericht, DIW Berlin, German Institute for Economic Research, vol. 75(15), pages 184-190.
Full references (including those not matched with items on IDEAS)

Citations

Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
as in new window

Cited by:
  1. Anne Busch & Elke Holst, 2012. "Occupational Sex Segregation and Management-Level Wages in Germany: What Role Does Firm Size Play?," SOEPpapers on Multidisciplinary Panel Data Research 444, DIW Berlin, The German Socio-Economic Panel (SOEP).
  2. Franz, Nele, 2011. "Geschlechtsspezifische Verdienstunterschiede und Diskriminierung am Arbeitsmarkt: Eine Untersuchung unter Berücksichtigung von Voll- und Teilzeitarbeit," CIW Discussion Papers 11/2011, University of Münster, Center for Interdisciplinary Economics (CIW).
  3. Mendolicchio, Concetta & Rhein, Thomas, 2011. "The gender gap of returns on education across West European countries," IAB Discussion Paper 201120, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].

Lists

This item is featured on the following reading lists or Wikipedia pages:
  1. SOEP based publications

Statistics

Access and download statistics

Corrections

When requesting a correction, please mention this item's handle: RePEc:diw:diwwpp:dp1101. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Bibliothek).

If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

If references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.

If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.