Ceilings or floors? Gender wage gaps by education in Spain
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This paper analyzes the gender gap throughout the wage distribution in Spain using data from the European Community Household Panel. Quantile regression and panel data techniques are used to estimate wage regressions. In contrast with the steep increasing pattern found in other countries, the flatter evolution of the Spanish gender gap hides an intriguing composition effect. For highly educated workers, in line with the conventional glass ceiling hypothesis, the gap increases as we move up the distribution. However, for less-educated workers the gap decreases. We label this novel fact as a floor pattern and argue that it can be explained by statistical discrimination exerted by employers in countries where less-educated women have low participation rates.
KeywordsGender gap Floor pattern Quantile regressions
JEL ClassificationJ16 J71
We would like to thank three anonymous referees, an Editor, M. Arellano, S. Bentolila, F. Felgueroso, J. Gardeazábal, M. Jansen, B. Petrongolo, seminar participants at Amsterdam, Marseille, País Vasco (Bilbao), Toulouse, CEMFI, CES, ECARES, ESEM 2004 (Madrid) and SAE 2004 (Pamplona). Special thanks go to C. García-Peñalosa for her insightful comments and suggestions. The first two authors gratefully acknowledge financial support from the Spanish Ministry of Education (SEC2003-04826; SEC2004-04101) and the EC (MRTN-CT-2003-50496).
- Abadie A (1997) Changes in the Spanish labor income structure during the 1980’s: a quantile regression approach. Investigaciones Económicas 21:253–272Google Scholar
- Albrecht J et al (2004) Decomposing the gender wage gap in the Netherlands with sample selection adjustments. Mimeo, IZA Discussion Papers No. 1400Google Scholar
- Arellano M, Bover O (1995) Female labour force participation in the 1980s: the case of Spain. Investigaciones Económicas 29:171–194Google Scholar
- Chamberlain G (1994) Quantile regression, censoring and the structure of wages. In: Sims CA (ed) Advances in econometrics, Sixth World Congress, vol. 1, Cambridge University Press, Cambridge, UKGoogle Scholar
- de la Rica S et al (2005) Ceilings and floors: gender wage gaps by education in Spain. IZA DP no. 1483Google Scholar
- Dolado JJ et al (2004) Where do women work?: analyzing patterns in occupational segregation by gender. Ann Econ Stat 71–72:293–315Google Scholar
- Fitzberger B et al (eds) (2001) Economic applications of quantile regression. Physica-VerlagGoogle Scholar
- Instituto de la Mujer (2005) Estudio sobre la Conciliación de la Vida Familiar y la Vida laboral en España: Situación Actual, Necesidades y Demanda, MTAS. http://www.mtas.es/mujer/mujeres/estud_inves/estud_anterior04.htm, March 2005
- OECD (2002) Women at work: who are they and how are they faring? Employment Outlook, pp 63–125Google Scholar
- Olivetti C, Petrongolo B (2005) Unequal pay or unequal employment?: a cross-country analysis of gender gaps (mimeo)Google Scholar