IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Login to save this article or follow this journal

Is There a Glass Ceiling in Morocco? Evidence from Matched Worker--Firm Data

  • Christophe J. Nordman
  • François-Charles Wolff

Several empirical studies have found larger gender pay gaps at the upper tail of the wage distribution in developed countries, the so-called glass ceiling effect. In this paper, we investigate the relevance of the glass ceiling hypothesis in Morocco using a matched worker--firm data set of more than 8,000 employees and 850 employers working in the manufacturing sector. We estimate linear and quantile earnings regressions with controls for unobserved firm heterogeneity and perform a quantile decomposition. We also focus on the within-firm gender earnings gap using information on the firms' characteristics. Our results show that the gender earnings gap is higher at the top of the distribution than at the bottom. Furthermore, the gender gap widens in the upper tail of the earnings distribution when controlling for firm fixed effects. Copyright 2009 The author 2009. Published by Oxford University Press on behalf of the Centre for the Study of African Economies. All rights reserved. For permissions, please email: journals.permissions@oxfordjournals.org, Oxford University Press.

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://hdl.handle.net/10.1093/jae/ejn029
Download Restriction: Access to full text is restricted to subscribers.

As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.

Article provided by Centre for the Study of African Economies (CSAE) in its journal Journal of African Economies.

Volume (Year): 18 (2009)
Issue (Month): 4 (August)
Pages: 592-633

as
in new window

Handle: RePEc:oup:jafrec:v:18:y:2009:i:4:p:592-633
Contact details of provider: Postal: Oxford University Press, Great Clarendon Street, Oxford OX2 6DP, UK
Phone: +44-(0)1865 271084
Fax: 01865 267 985
Web page: http://www.jae.oupjournals.org/
Email:


More information through EDIRC

Order Information: Web: http://www.oup.co.uk/journals

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. Fitzenberger, Bernd & Wunderlich, Gaby, 2000. "Gender wage differences in West Germany: a cohort analysis," ZEW Discussion Papers 00-48, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  2. Kuépié, Mathias & Nordman, Christophe Jalil & Roubaud, François, 2006. "Education and Labour Market Outcomes in Sub-Saharan West Africa," Economics Papers from University Paris Dauphine 123456789/4353, Paris Dauphine University.
  3. Dorothe Bonjour & Michael Gerfin, 1997. "The Unequal Distribution of Unequal Pay - An Empirical Analysis of the Gender Wage Gap in Switzerland," Diskussionsschriften dp9702, Universitaet Bern, Departement Volkswirtschaft.
  4. José A. F. Machado & José Mata, 2001. "Earning functions in Portugal 1982-1994: Evidence from quantile regressions," Empirical Economics, Springer, vol. 26(1), pages 115-134.
  5. Joseph G. Altonji & Rebecca M. Blank, . "Race and Gender in the Labor Market," IPR working papers 98-18, Institute for Policy Resarch at Northwestern University.
  6. Mohamed Jellal & Christophe Nordman & Francois-Charles Wolff, 2008. "Evidence on the glass ceiling effect in France using matched worker-firm data," Applied Economics, Taylor & Francis Journals, vol. 40(24), pages 3233-3250.
  7. Meng, Xin, 2004. "Gender earnings gap: the role of firm specific effects," Labour Economics, Elsevier, vol. 11(5), pages 555-573, October.
  8. Albrecht, James & Björklund, Anders & Vroman, Susan, 2001. "Is There a Glass Ceiling in Sweden?," IZA Discussion Papers 282, Institute for the Study of Labor (IZA).
  9. Mwabu, Germano & Schultz, T Paul, 1996. "Education Returns across Quantiles of the Wage Function: Alternative Explanations for Returns to Education by Race in South Africa," American Economic Review, American Economic Association, vol. 86(2), pages 335-39, May.
  10. Christophe Muller & Christophe Nordman, 2004. "Which Human Capital Matters for Rich and Poor’s Wages?Evidence from Matched Worker-Firm Data from Tunisia," Working Papers DT/2004/09, DIAL (Développement, Institutions et Mondialisation), revised Oct 2004.
  11. 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.
  12. Judith K. Hellerstein & David Neumark & Kenneth R. Troske, 1997. "Market Forces and Sex Discrimination," NBER Working Papers 6321, National Bureau of Economic Research, Inc.
  13. Sofronis K. Clerides & Saul Lach & James R. Tybout, 1998. "Is Learning By Exporting Important? Micro-Dynamic Evidence From Colombia, Mexico, And Morocco," The Quarterly Journal of Economics, MIT Press, vol. 113(3), pages 903-947, August.
  14. Simon Appleton, 1996. "The gender wage gap in three African countries," Economics Series Working Papers WPS/1996-07, University of Oxford, Department of Economics.
  15. de la Rica, Sara & Dolado, Juan J. & Llorens, Vanesa, 2005. "Ceiling and Floors: Gender Wage Gaps by Education in Spain," IZA Discussion Papers 1483, Institute for the Study of Labor (IZA).
  16. Christophe Nordman & François Roubaud, 2005. "Reassessing the Gender Wage Gap: Does Labour Force Attachment Really Matter? Evidence from Matched Labour Force and Biographical Surveys in Madagascar," Working Papers DT/2005/06, DIAL (Développement, Institutions et Mondialisation).
  17. Marcel Fafchamps & Måns Söderbom & Najy Benhassine, 2006. "Job Sorting in African Labor Markets," Economics Series Working Papers WPS/2006-02, University of Oxford, Department of Economics.
  18. 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.
  19. Javier Gardeazabal & Arantza Ugidos, 2005. "Gender wage discrimination at quantiles," Journal of Population Economics, Springer, vol. 18(1), pages 165-179, 07.
  20. Weichselbaumer, Doris & Winter-Ebmer, Rudolf, 2003. "A Meta-Analysis of the International Gender Wage Gap," IZA Discussion Papers 906, Institute for the Study of Labor (IZA).
  21. Coral Río & Carlos Gradín & Olga Cantó, 2011. "The measurement of gender wage discrimination: the distributional approach revisited," Journal of Economic Inequality, Springer, vol. 9(1), pages 57-86, March.
  22. M�ns Söderbom & Francis Teal & Anthony Wambugu & Godius Kahyarara, 2006. "The Dynamics of Returns to Education in Kenyan and Tanzanian Manufacturing," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 68(3), pages 261-288, 06.
  23. Alan Manning & Joanna Swaffield, 2005. "The Gender Gap in Early Career Wage Growth," CEP Discussion Papers dp0700, Centre for Economic Performance, LSE.
  24. Albrecht, James & van Vuuren, Aico & Vroman, Susan, 2009. "Counterfactual distributions with sample selection adjustments: Econometric theory and an application to the Netherlands," Labour Economics, Elsevier, vol. 16(4), pages 383-396, August.
  25. World Bank, 2001. "Kingdom of Morocco : Poverty Update, Volume 2. Annexes," World Bank Other Operational Studies 15520, The World Bank.
  26. Moshe Buchinsky, 1998. "Recent Advances in Quantile Regression Models: A Practical Guideline for Empirical Research," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 88-126.
  27. José Mata & José A. F. Machado, 2005. "Counterfactual decomposition of changes in wage distributions using quantile regression," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(4), pages 445-465.
  28. Abowd, John M. & Kramarz, Francis, 1999. "The analysis of labor markets using matched employer-employee data," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 40, pages 2629-2710 Elsevier.
  29. Lane, Julia & Hakim, Guillermo & Miranda, Javier, 1999. "Labor Market Analysis and Public Policy: The Case of Morocco," World Bank Economic Review, World Bank Group, vol. 13(3), pages 561-78, September.
  30. Datta Gupta, Nabanita & Oaxaca, Ronald L. & Smith, Nina, 2003. "Swimming Upstream, Floating Downstream: Comparing Women's Relative Wage Positions in the U.S. and Denmark," IZA Discussion Papers 756, Institute for the Study of Labor (IZA).
  31. Jacques Mairesse & Nathalie Greenan, 1999. "Using Employee Level Data in a Firm Level Econometric Study," NBER Working Papers 7028, National Bureau of Economic Research, Inc.
  32. 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.
  33. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
Full references (including those not matched with items on IDEAS)

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

When requesting a correction, please mention this item's handle: RePEc:oup:jafrec:v:18:y:2009:i:4:p:592-633. 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: (Oxford University Press)

or (Christopher F. Baum)

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.

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.