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

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  • Christophe J. Nordman

    ()

  • François-Charles Wolff

    ()
    (Faculté des Sciences Économiques, Université de Nantes,Paris, France.)

Abstract

According to the glass ceiling hypothesis evidenced in developed countries, there exist larger gender pay gaps at the upper tail of the wage distribution. In this paper, we investigate the relevance of a glass ceiling effect in Morocco using a matched worker-firm data set of more than 8000 employees and 850 employers. We estimate linear and quantile earnings regressions which account for 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 in Morocco. The gender gap widens in the upper tail of the earnings distribution when controlling for firm specific components. The glass ceiling effect is also reinforced over time in Morocco as high wage male workers benefit more from higher earnings growth than women.

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Bibliographic Info

Paper provided by Economic Research Forum in its series Working Papers with number 0720.

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Length: 31 pages
Date of creation: Dec 2007
Date of revision: Dec 2007
Publication status: Published by The Economic Research Forum (ERF)
Handle: RePEc:erg:wpaper:0720

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References

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  1. 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. Serie AD 2004-28, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
  2. 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.
  3. 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.
  4. Weichselbaumer, Doris & Winter-Ebmer, Rudolf, 2003. "A Meta-Analysis of the International Gender Wage Gap," Economics Series 143, Institute for Advanced Studies.
  5. 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.
  6. 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.
  7. 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.
  8. Meng, Xin, 2004. "Gender earnings gap: the role of firm specific effects," Labour Economics, Elsevier, vol. 11(5), pages 555-573, October.
  9. 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.
  10. Alan Manning & Joanna Swaffield, 2008. "The gender gap in early-career wage growth," Economic Journal, Royal Economic Society, vol. 118(530), pages 983-1024, 07.
  11. World Bank, 2001. "Kingdom of Morocco : Poverty Update, Volume 2. Annexes," World Bank Other Operational Studies 15520, The World Bank.
  12. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
  13. 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.
  14. Jim Albrecht & Aico van Vuuren & Susan Vroman, 2007. "Counterfactual Distributions with Sample Selection Adjustments: Econometric Theory and an Application to the Netherlands," Working Papers gueconwpa~07-07-06, Georgetown University, Department of Economics.
  15. James Albrecht & Anders Bjorklund & Susan Vroman, 2003. "Is There a Glass Ceiling in Sweden?," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 145-177, January.
  16. 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.
  17. 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).
  18. Marcel Fafchamps & Måns Söderbom & Najy Benhassine, 2006. "Job Sorting in African Labor Markets," CSAE Working Paper Series 2006-02, Centre for the Study of African Economies, University of Oxford.
  19. 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).
  20. Sofronis Clerides & Saul Lach & James Tybout, 1996. "Is "learning-by-exporting" important? Micro-dynamic evidence from Colombia, Mexico and Morocco," Finance and Economics Discussion Series 96-30, Board of Governors of the Federal Reserve System (U.S.).
  21. 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.
  22. 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.
  23. 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.
  24. 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.
  25. 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).
  26. 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).
  27. Simon Appleton & John Hoddinott & Pramila Krishnan, 1996. "The gender wage gap in three African countries," CSAE Working Paper Series 1996-07, Centre for the Study of African Economies, University of Oxford.
  28. Dorothe Bonjour & Michael Gerfin, 2001. "The unequal distribution of unequal pay - An empirical analysis of the gender wage gap in Switzerland," Empirical Economics, Springer, vol. 26(2), pages 407-427.
  29. 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.
  30. Judith K. Hellerstein & David Neumark & Kenneth R. Troske, 1997. "Market Forces and Sex Discrimination," NBER Working Papers 6321, National Bureau of Economic Research, Inc.
  31. 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.
  32. 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.
  33. Javier Gardeazabal & Arantza Ugidos, 2005. "Gender wage discrimination at quantiles," Journal of Population Economics, Springer, vol. 18(1), pages 165-179, 07.
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Citations

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Cited by:
  1. Nordman, Christophe Jalil & Wolff, François-Charles, 2007. "On-the-job learning and earnings in Benin, Morocco and Senegal," Economics Papers from University Paris Dauphine 123456789/4333, Paris Dauphine University.
  2. Christophe Nordman & Julia Vaillant, 2013. "Inputs, Gender Roles or Sharing Norms? Assessing the Gender Performance Gap Among Informal Entrepreneurs in Madagascar," Working Papers DT/2013/15, DIAL (Développement, Institutions et Mondialisation).
  3. Christophe Muller & Christophe Nordman, . "Task Organization, Human Capital and Wages in Moroccan Exporting Firms," Discussion Papers 08/12, University of Nottingham, CREDIT.
  4. Wolff, François-Charles & Nordman, Christophe Jalil, 2010. "Gender Differences in Pay in African Manufacturing Firms," Economics Papers from University Paris Dauphine 123456789/10806, Paris Dauphine University.
  5. Christophe J. NORDMAN & François-Charles WOLFF, 2012. "On-The-Job Learning And Earnings: Comparative Evidence From Morocco And Senegal," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 35, pages 151-176.
  6. KUEPIE Mathias & DZOSSA Anaclet Désiré & KELODJOUE Samuel, 2013. "Determinants of labor market gender inequalities in Cameroon, Senegal and Mali: the role of human capital and the fertility burden," CEPS/INSTEAD Working Paper Series 2013-08, CEPS/INSTEAD.
  7. Richard U. Agesa & Jacqueline Agesa & Andrew Dabalen, 2013. "Sources of the Persistent Gender Wage Gap along the Unconditional Earnings Distribution: Findings from Kenya," Oxford Development Studies, Taylor & Francis Journals, vol. 41(1), pages 76-103, March.

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