IDEAS home Printed from https://ideas.repec.org/p/ptu/wpaper/w201302.html
   My bibliography  Save this paper

Everything you always wanted to know about sex discrimination

Author

Listed:
  • Paulo Guimarães
  • Pedro Portugal
  • Ana Rute Cardoso

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.

Suggested Citation

  • Paulo Guimarães & Pedro Portugal & Ana Rute Cardoso, 2013. "Everything you always wanted to know about sex discrimination," Working Papers w201302, Banco de Portugal, Economics and Research Department.
  • Handle: RePEc:ptu:wpaper:w201302
    as

    Download full text from publisher

    File URL: https://www.bportugal.pt/sites/default/files/anexos/papers/wp201302.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. William J. Carrington & Kenneth R. Troske, 1998. "Sex Segregation in U.S. Manufacturing," ILR Review, Cornell University, ILR School, vol. 51(3), pages 445-464, April.
    2. Bertrand, Marianne, 2011. "New Perspectives on Gender," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 17, pages 1543-1590, Elsevier.
    3. Kathleen Cannings & Claude Montmarquette, 1991. "Managerial Momentum: A Simultaneous Model of the Career Progress of Male and Female Managers," ILR Review, Cornell University, ILR School, vol. 44(2), pages 212-228, January.
    4. Alan Manning & Joanna Swaffield, 2008. "The gender gap in early-career wage growth," Economic Journal, Royal Economic Society, vol. 118(530), pages 983-1024, July.
    5. Addison, John T. & Centeno, Mario & Portugal, Pedro, 2004. "Reservation Wages, Search Duration, and Accepted Wages in Europe," IZA Discussion Papers 1252, Institute of Labor Economics (IZA).
    6. Doris Weichselbaumer & Rudolf Winter‐Ebmer, 2005. "A Meta‐Analysis of the International Gender Wage Gap," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 479-511, July.
    7. 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.
    8. 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.
    9. O. Ashenfelter & D. Card (ed.), 2011. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 4, number 4.
    10. 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).
    11. O. Ashenfelter & D. Card (ed.), 2011. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 4, number 5.
    12. Nicole M. Fortin & Michael Huberman, 2002. "Occupational Gender Segregation and Women's Wages in Canada: An Historical Perspective," Canadian Public Policy, University of Toronto Press, vol. 28(s1), pages 11-39, May.
    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 of Labor Economics (IZA).
    14. 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.
    15. David Blackaby & Alison L Booth & Jeff Frank, 2005. "Outside Offers And The Gender Pay Gap: Empirical Evidence From the UK Academic Labour Market," Economic Journal, Royal Economic Society, vol. 115(501), pages 81-107, February.
    16. David Blackaby & Alison L Booth & Jeff Frank, 2005. "Outside Offers And The Gender Pay Gap: Empirical Evidence From the UK Academic Labour Market," Economic Journal, Royal Economic Society, vol. 115(501), pages 81-107, February.
    17. Kunze, Astrid, 2005. "The evolution of the gender wage gap," Labour Economics, Elsevier, vol. 12(1), pages 73-97, February.
    18. Woodcock, Simon D., 2008. "Wage differentials in the presence of unobserved worker, firm, and match heterogeneity," Labour Economics, Elsevier, vol. 15(4), pages 771-793, August.
    19. 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.
    20. 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.
    21. Marianne Bertrand & Claudia Goldin & Lawrence F. Katz, 2010. "Dynamics of the Gender Gap for Young Professionals in the Financial and Corporate Sectors," American Economic Journal: Applied Economics, American Economic Association, vol. 2(3), pages 228-255, July.
    22. 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.
    23. Marianne Bertrand & Kevin F. Hallock, 2001. "The Gender Gap in Top Corporate Jobs," ILR Review, Cornell University, ILR School, vol. 55(1), pages 3-21, October.
    24. 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.
    25. 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.
    26. Amuedo-Dorantes Catalina & De la Rica Sara, 2006. "The Role of Segregation and Pay Structure on the Gender Wage Gap: Evidence from Matched Employer-Employee Data for Spain," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 5(1), pages 1-34, April.
    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


    Cited by:

    1. Elise Coudin & Sophie Maillard & Maxime To, 2018. "Family, firms and the gender wage gap in France," IFS Working Papers W18/01, Institute for Fiscal Studies.
    2. Marta Silva & Luis Filipe Martins & Helena Lopes, 2015. "Asymmetric labour market reforms and wage growth with fixed-term contracts: does learning about match quality matter?," Working Papers Series 2 15-04, ISCTE-IUL, Business Research Unit (BRU-IUL).
    3. Card, David & Cardoso, Ana Rute & Kline, Patrick, 2013. "Bargaining and the Gender Wage Gap: A Direct Assessment," IZA Discussion Papers 7592, Institute of Labor Economics (IZA).
    4. Savina Finardi, 2022. "Determinants of the Gender Pay Gap in the Czech Republic and Selected European Countries," European Financial and Accounting Journal, Prague University of Economics and Business, vol. 2022(2), pages 33-47.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Caliendo, Marco & Lee, Wang-Sheng & Mahlstedt, Robert, 2017. "The gender wage gap and the role of reservation wages: New evidence for unemployed workers," Journal of Economic Behavior & Organization, Elsevier, vol. 136(C), pages 161-173.
    2. Ulf Nielsson & Herdis Steingrimsdottir, 2018. "The signalling value of education across genders," Empirical Economics, Springer, vol. 54(4), pages 1827-1854, June.
    3. Iga Magda & Ewa Cukrowska-Torzewska, 2019. "Gender wage gap in the workplace: Does the age of the firm matter?," IBS Working Papers 01/2019, Instytut Badan Strukturalnych.
    4. Bosquet, Clément & Combes, Pierre-Philippe & Garcia-Penalosa, Cecilia, 2013. "Gender and competition: evidence from academic promotions in France," LSE Research Online Documents on Economics 58350, London School of Economics and Political Science, LSE Library.
    5. Ernesto Reuben & Matthew Wiswall & Basit Zafar, 2017. "Preferences and Biases in Educational Choices and Labour Market Expectations: Shrinking the Black Box of Gender," Economic Journal, Royal Economic Society, vol. 127(604), pages 2153-2186, September.
    6. Maria De Paola & Vincenzo Scoppa, 2015. "Gender Discrimination and Evaluators’ Gender: Evidence from Italian Academia," Economica, London School of Economics and Political Science, vol. 82(325), pages 162-188, January.
    7. Sarah Louise Jewell & Giovanni Razzu & Carl Singleton, 2020. "Who Works for Whom and the UK Gender Pay Gap," British Journal of Industrial Relations, London School of Economics, vol. 58(1), pages 50-81, March.
    8. repec:hal:spmain:info:hdl:2441/6ggbvnr6munghes9oc99l12b6 is not listed on IDEAS
    9. Paulo Guimarães & Pedro Portugal & Ana Rute Cardoso & Pedro S. Raposo, 2016. "The sources of the gender wage gap," Economic Bulletin and Financial Stability Report Articles and Banco de Portugal Economic Studies, Banco de Portugal, Economics and Research Department.
    10. repec:hal:wpspec:info:hdl:2441/6ggbvnr6munghes9oc99l12b6 is not listed on IDEAS
    11. Casarico, A. & Lattanzio, S., 2019. "What Firms Do: Gender Inequality in Linked Employer-Employee Data," Cambridge Working Papers in Economics 1966, Faculty of Economics, University of Cambridge.
    12. 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.
    13. Katie Meara & Francesco Pastore & Allan Webster, 2020. "The gender pay gap in the USA: a matching study," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(1), pages 271-305, January.
    14. Clément Bosquet & Pierre‐Philippe Combes & Cecilia García‐Peñalosa, 2019. "Gender and Promotions: Evidence from Academic Economists in France," Scandinavian Journal of Economics, Wiley Blackwell, vol. 121(3), pages 1020-1053, July.
    15. Astrid Kunze, 2008. "Gender wage gap studies: consistency and decomposition," Empirical Economics, Springer, vol. 35(1), pages 63-76, August.
    16. Ina Ganguli & Ricardo Hausmann & Martina Viarengo, 2021. "Gender Differences in Professional Career Dynamics: New Evidence from a Global Law Firm," Economica, London School of Economics and Political Science, vol. 88(349), pages 105-128, January.
    17. Inés P. Murillo & Hipólito Simón, 2014. "La Gran Recesión y el diferencial salarial por género en España," Hacienda Pública Española / Review of Public Economics, IEF, vol. 208(1), pages 39-76, March.
    18. Booth, Alison L., 2009. "Gender and competition," Labour Economics, Elsevier, vol. 16(6), pages 599-606, December.
    19. Anthony B. Atkinson & Alessandra Casarico & Sarah Voitchovsky, 2018. "Top incomes and the gender divide," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 16(2), pages 225-256, June.
    20. Bütikofer, Aline & Jensen, Sissel & Salvanes, Kjell G., 2018. "The role of parenthood on the gender gap among top earners," European Economic Review, Elsevier, vol. 109(C), pages 103-123.
    21. repec:hal:spmain:info:hdl:2441/1mv0mm6vqb8dibn34slm9vhu6d is not listed on IDEAS
    22. Silvia Saccardo & Aniela Pietrasz & Uri Gneezy, 2018. "On the Size of the Gender Difference in Competitiveness," Management Science, INFORMS, vol. 64(4), pages 1541-1554, April.
    23. Morley Gunderson, 2006. "Viewpoint: Male‐female wage differentials: how can that be?," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 39(1), pages 1-21, February.

    More about this item

    JEL classification:

    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ptu:wpaper:w201302. See general information about how to correct material in RePEc.

    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 CitEc recognized a bibliographic reference but did not link an item in RePEc 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 RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: DEE-NTD (email available below). General contact details of provider: https://edirc.repec.org/data/bdpgvpt.html .

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

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.