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Everything you always wanted to know about sex discrimination

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  • Ana Rute Cardoso
  • Paulo Guimarães
  • Pedro Portugal

Abstract

Earlier literature on the gender pay gap has taught us that occupations matter and so do firms. However, the role of the firm has received little scrutiny; occupations have most often been coded in a rather aggregate way, lumping together different jobs; and the use of samples of workers prevents any reliable determination of either the extent of segregation or the relative importance of access to firms versus occupations. Our contribution is twofold. We provide a clear measure of the impact of the allocation of workers to firms and to job titles shaping the gender pay gap. We also provide a methodological contribution that combines the estimation of sets of high-dimensional fixed effects and Gelbach's (2009) unambiguous decomposition of the conditional gap. We find that one fifth of the gender pay gap results from segregation of workers across firms and one fifth from job segregation. We also show that the widely documented glass ceiling effect operates mainly through worker allocation to firms rather than occupations.

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Bibliographic Info

Paper provided by Banco de Portugal, Economics and Research Department in its series Working Papers with number w201302.

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Date of creation: 2013
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Handle: RePEc:ptu:wpaper:w201302

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References

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  1. Addison, John T. & Centeno, Mario & Portugal, Pedro, 2004. "Reservation Wages, Search Duration, and Accepted Wages in Europe," IZA Discussion Papers 1252, Institute for the Study of Labor (IZA).
  2. Weichselbaumer, Doris & Winter-Ebmer, Rudolf, 2003. "A Meta-Analysis of the International Gender Wage Gap," Economics Series 143, Institute for Advanced Studies.
  3. Marianne Bertrand & Kevin F. Hallock, 2001. "The Gender gap in top corporate jobs," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 55(1), pages 3-21, October.
  4. Baldwin, Marjorie L & Butler, Richard J & Johnson, William G, 2001. "A Hierarchical Theory of Occupational Segregation and Wage Discrimination," Economic Inquiry, Western Economic Association International, vol. 39(1), pages 94-110, January.
  5. Altonji, Joseph G. & Blank, Rebecca M., 1999. "Race and gender in the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 48, pages 3143-3259 Elsevier.
  6. 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.
  7. Alan Manning & Joanna Swaffield, 2005. "The gender gap in early career wage growth," LSE Research Online Documents on Economics 19883, London School of Economics and Political Science, LSE Library.
  8. Stephen B. Jarrell & T. D. Stanley, 2004. "Declining Bias and Gender Wage Discrimination? A Meta-Regression Analysis," Journal of Human Resources, University of Wisconsin Press, vol. 39(3).
  9. Claudia Olivetti & Barbara Petrongolo, 2008. "Unequal Pay or Unequal Employment? A Cross-Country Analysis of Gender Gaps," Journal of Labor Economics, University of Chicago Press, vol. 26(4), pages 621-654, October.
  10. Woodcock, Simon, 2006. "Wage Differentials in the Presence of Unobserved Worker, Firm, and Match Heterogeneity," MPRA Paper 1341, University Library of Munich, Germany.
  11. William J. Carrington & Kenneth R. Troske, 1998. "Sex segregation in U.S. manufacturing," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 51(3), pages 445-464, April.
  12. Nicole M. Fortin & Michael Huberman, 2002. "Occupational Gender Segregation and Women's Wages in Canada: An Historical Perspective," CIRANO Working Papers 2002s-22, CIRANO.
  13. Torres, Sónia & Portugal, Pedro & Addison, John T. & Guimaraes, Paulo, 2013. "The Sources of Wage Variation: A Three-Way High-Dimensional Fixed Effects Regression Model," IZA Discussion Papers 7276, Institute for the Study of Labor (IZA).
  14. Kathy Cannings & Claude Montmarquette, 1991. "Managerial momentum: A simultaneous model of the career progress of male and female managers," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 44(2), pages 212-228, January.
  15. Paulo Guimarães & Pedro Portugal, 2010. "A simple feasible procedure to fit models with high-dimensional fixed effects," Stata Journal, StataCorp LP, vol. 10(4), pages 628-649, December.
  16. Kunze, Astrid, 2005. "The evolution of the gender wage gap," Labour Economics, Elsevier, vol. 12(1), pages 73-97, February.
  17. Xin Meng & Dominique Meurs, 2004. "The gender earnings gap: effects of institutions and firms--a comparative study of French and Australian private firms," Oxford Economic Papers, Oxford University Press, vol. 56(2), pages 189-208, April.
  18. T.D. Stanley & Stephen B. Jarrell, 1998. "Gender Wage Discrimination Bias? A Meta-Regression Analysis," Journal of Human Resources, University of Wisconsin Press, vol. 33(4), pages 947-973.
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Cited by:
  1. Card, David & Cardoso, Ana Rute & Kline, Patrick, 2013. "Bargaining and the Gender Wage Gap: A Direct Assessment," IZA Discussion Papers 7592, Institute for the Study of Labor (IZA).

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