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Subject of degree and the gender wage gap: Evidence from Italy

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  • Noe', Chiara

Abstract

This paper investigates the extent to which differences in the subject of degree studied by men and women contribute to the gender pay gap in Italy. Using micro-data from the “Survey of Household Income and Wealth” collected by Bank of Italy (1995-2006), we studied the evolution of the gender pay gap before and after 2000. We show that also in Italy like in other countries women are over-represented in Humanities while men in Engineering. We show that the gender wage gap has widened after 2000, especially in the private sector. Using Oaxaca decomposition (1973), we show that controlling for the type of degree accounts for about 42% of the “unexplained” component, and that represents about tot of the total pay gap. This effect is greater in the private than in the public sector.

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  • Noe', Chiara, 2009. "Subject of degree and the gender wage gap: Evidence from Italy," MPRA Paper 47289, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:47289
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    1. 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.
    2. Mincer, Jacob & Polachek, Solomon, 1974. "Family Investment in Human Capital: Earnings of Women," Journal of Political Economy, University of Chicago Press, vol. 82(2), pages 76-108, Part II, .
    3. Appleton, Simon & Hoddinott, John & Krishnan, Pramila, 1999. "The Gender Wage Gap in Three African Countries," Economic Development and Cultural Change, University of Chicago Press, vol. 47(2), pages 289-312, January.
    4. Paolo Buonanno & Dario Pozzoli, 2009. "Early Labour Market Returns to College Subject," LABOUR, CEIS, vol. 23(4), pages 559-588, December.
    5. Matteo PICCHIO, 2006. "Wage Differentials between Temporary and Permanent Workers in Italy," Working Papers 257, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    6. Giorgio Di Pietro & Andrea Cutillo, 2006. "University Quality and Labour Market Outcomes in Italy," LABOUR, CEIS, vol. 20(1), pages 37-62, March.
    7. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    8. Antonio Ciccone & Federico Cingano & Piero Cipollone, 2004. "The Private and Social Return to Schooling in Italy," Giornale degli Economisti, GDE (Giornale degli Economisti e Annali di Economia), Bocconi University, vol. 63(3-4), pages 413-444, December.
    9. Claudio Lucifora & Dominique Meurs, 2006. "The Public Sector Pay Gap In France, Great Britain And Italy," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 52(1), pages 43-59, March.
    10. Dan A. Black & Amelia M. Haviland & Seth G. Sanders & Lowell J. Taylor, 2008. "Gender Wage Disparities among the Highly Educated," Journal of Human Resources, University of Wisconsin Press, vol. 43(3), pages 630-659.
    11. Concetta, MENDOLICCHIO, 2006. "A Disaggregate Analysis of Private Returns to Education in Italy," Discussion Papers (ECON - Département des Sciences Economiques) 2006054, Université catholique de Louvain, Département des Sciences Economiques.
    12. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    13. Javier Gardeazabal & Arantza Ugidos, 2004. "More on Identification in Detailed Wage Decompositions," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 1034-1036, November.
    14. 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.
    15. Massimiliano Bratti & Emilia Del Bono & Daniela Vuri, 2005. "New Mothers’ Labour Force Participation in Italy: The Role of Job Characteristics," LABOUR, CEIS, vol. 19(s1), pages 79-121, December.
    16. Tindara ADDABBO & Donata Favaro, 2007. "Education and wage differentials by gender in Italy," CHILD Working Papers wp04_07, CHILD - Centre for Household, Income, Labour and Demographic economics - ITALY.
    17. Favaro, Donata & Magrini, Stefano, 2008. "Group versus individual discrimination among young workers: A distributional approach," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 37(5), pages 1856-1879, October.
    18. Reimers, Cordelia W, 1983. "Labor Market Discrimination against Hispanic and Black Men," The Review of Economics and Statistics, MIT Press, vol. 65(4), pages 570-579, November.
    19. Polachek, Solomon William, 1981. "Occupational Self-Selection: A Human Capital Approach to Sex Differences in Occupational Structure," The Review of Economics and Statistics, MIT Press, vol. 63(1), pages 60-69, February.
    20. Paolo Naticchioni & Andrea Ricci & Emiliano Rustichelli, 2010. "Far away from a skill-biased change: falling educational wage premia in Italy," Applied Economics, Taylor & Francis Journals, vol. 42(26), pages 3383-3400.
    21. Juhn, Chinhui & Murphy, Kevin M & Pierce, Brooks, 1993. "Wage Inequality and the Rise in Returns to Skill," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 410-442, June.
    22. Thomas N. Daymonti & Paul J. Andrisani, 1984. "Job Preferences, College Major, and the Gender Gap in Earnings," Journal of Human Resources, University of Wisconsin Press, vol. 19(3), pages 408-428.
    23. Eric Eide, 1994. "College Major Choice And Changes In The Gender Wage Gap," Contemporary Economic Policy, Western Economic Association International, vol. 12(2), pages 55-64, April.
    24. David Neumark, 1988. "Employers' Discriminatory Behavior and the Estimation of Wage Discrimination," Journal of Human Resources, University of Wisconsin Press, vol. 23(3), pages 279-295.
    25. Coate, Stephen & Loury, Glenn C, 1993. "Will Affirmative-Action Policies Eliminate Negative Stereotypes?," American Economic Review, American Economic Association, vol. 83(5), pages 1220-1240, December.
    26. 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.
    27. Arnaud Chevalier, 2007. "Education, Occupation and Career Expectations: Determinants of the Gender Pay Gap for UK Graduates," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 819-842, December.
    28. Brown, Charles & Corcoran, Mary, 1997. "Sex-Based Differences in School Content and the Male-Female Wage Gap," Journal of Labor Economics, University of Chicago Press, vol. 15(3), pages 431-465, July.
    29. Machin, Stephen & Puhani, Patrick A., 2003. "Subject of degree and the gender wage differential: evidence from the UK and Germany," Economics Letters, Elsevier, vol. 79(3), pages 393-400, June.
    30. Francine D. Blau & Lawrence M. Kahn, 2003. "Understanding International Differences in the Gender Pay Gap," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 106-144, January.
    31. Blakemore, Arthur E & Low, Stuart A, 1984. "Sex Differences in Occupational Selection: The Case of College Majors," The Review of Economics and Statistics, MIT Press, vol. 66(1), pages 157-163, February.
    32. Cotton, Jeremiah, 1988. "On the Decomposition of Wage Differentials," The Review of Economics and Statistics, MIT Press, vol. 70(2), pages 236-243, May.
    33. Pouliakas, Konstantinos & Livanos, Ilias, 2008. "The Gender Wage Gap as a Function of Educational Degree Choices in Greece," MPRA Paper 14168, University Library of Munich, Germany, revised 19 Mar 2009.
    34. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-661, September.
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    More about this item

    Keywords

    Gender wage gap; degree subject; self selection; university; Italy;
    All these keywords.

    JEL classification:

    • 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
    • J3 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J7 - Labor and Demographic Economics - - Labor Discrimination

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