The Gender Wage Gap as a Function of Educational Degree Choices in an Occupationally Segregated EU Country
This study investigates the extent to which differences in the subject of degree studied by male and female university graduates contributes to the gender pay gap, and the reasons underlying their distinct educational choices. The case of Greece is examined due to the fact that it is an EU country with historically large gender discrepancies in earnings and occupational segregation. Using micro-data from the Greek Labour Force Survey (LFS), the returns to academic disciplines are firstly estimated by gender. It is found that the subjects in which women are relatively over-represented (e.g. Education, Humanities) are also those with the lowest wage returns. Oaxaca-Blinder decompositions subsequently imply that gender differences in the type of degree studied can explain an additional 8.4% of the male-female pay gap. Risk-augmented earnings functions of the Hartog-type also indicate that women seek for less risky educations that consequently command lower wage premiums in the job market.
|Date of creation:||Dec 2009|
|Publication status:||published as 'Educational segregation and the gender wage gap in Greece' in: Journal of Economic Studies, 2012, 39 (5), 554-575|
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- Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4 National Bureau of Economic Research, Inc.
- Evangelia Papapetrou, 2007. "Education, labour market and wage differentials in Greece," Economic Bulletin, Bank of Greece, issue 28, pages 51-73, February.
- Yoram Ben-Porath, 1967. "The Production of Human Capital and the Life Cycle of Earnings," Journal of Political Economy, University of Chicago Press, vol. 75, pages 352-352.
- Sloane, Peter J. & O'Leary, Nigel C., 4/06.
"The Return to a University Education in Great Britain,"
IZA Discussion Papers
1199, Institute for the Study of Labor (IZA).
- Nigel C. Oâ€™Leary & Peter J. Sloane, 2005. "The Return to a University Education in Great Britain," National Institute Economic Review, National Institute of Economic and Social Research, vol. 193(1), pages 75-89, July.
- Theodore P. Lianos & D. Asteriou & G.M. Agiomirgianakis, 2004. "Foreign university graduates in the Greek labour market: Employment, salaries and overeducation," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 9(2), pages 151-164.
- Blaug, Mark, 1976. "The Empirical Status of Human Capital Theory: A Slightly Jaundiced Survey," Journal of Economic Literature, American Economic Association, vol. 14(3), pages 827-55, September.
- James J. Heckman & Lance J. Lochner & Petra E. Todd, 2003.
"Fifty Years of Mincer Earnings Regressions,"
NBER Working Papers
9732, National Bureau of Economic Research, Inc.
- 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.
- Evangelia Papapetrou, 2004. "Gender Wage Differentials in Greece," Economic Bulletin, Bank of Greece, issue 23, pages 47-64, July.
- Konstantinos Pouliakas & Ioannis Theodossiou, 2005. "Socio-Economic Differences in the Perceived Quality of High and Low-Paid Jobs in Europe," Labor and Demography 0506002, EconWPA.
- Mark C. Berger, 1988. "Predicted Future Earnings and Choice of College Major," ILR Review, Cornell University, ILR School, vol. 41(3), pages 418-429, April.
- Machin, Stephen & Puhani, Patrick A., 2002.
"Subject of Degree and the Gender Wage Differential: Evidence from the UK and Germany,"
IZA Discussion Papers
553, Institute for the Study of Labor (IZA).
- 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.
- Stephen Machin & Patrick A. Puhani, 2002. "Subject of Degree and the Gender Wage Differential - Evidence from the UK and Germany," University of St. Gallen Department of Economics working paper series 2002 2002-28, Department of Economics, University of St. Gallen.
- Montmarquette, C. & Cannings, C. & Mahseredjian,S., 1997.
"How do Young People Choose College Majors?,"
Cahiers de recherche
9719, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
- MONTMARQUETTE, Claude & CANNINGS, Kathy & MAHSEREDJIAN, Sophie, 1997. "How do Young People Choose College Majors?," Cahiers de recherche 9719, Universite de Montreal, Departement de sciences economiques.
- Kathy Cannings & Sophie Mahseredjian & Claude Montmarquette, 1997. "How Do Young People Choose College Majors ?," CIRANO Working Papers 97s-38, CIRANO.
- Ilias Livanos & Konstantinos Pouliakas, 2011.
"Wage returns to university disciplines in Greece: are Greek higher education degrees Trojan Horses?,"
Taylor & Francis Journals, vol. 19(4), pages 411-445, December.
- Livanos, Ilias & Pouliakas, Konstantinos, 2009. "Wage Returns to University Disciplines in Greece: Are Greek Higher Education Degrees Trojan Horses?," IZA Discussion Papers 4442, Institute for the Study of Labor (IZA).
- 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.
- Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, 08.
- Thomas Mroz, .
"The Sensitivity of an Empirical Model of Married Women's Hours of Work to Economic and Statistical Assumptions,"
University of Chicago - Population Research Center
84-8, Chicago - Population Research Center.
- Mroz, Thomas A, 1987. "The Sensitivity of an Empirical Model of Married Women's Hours of Work to Economic and Statistical Assumptions," Econometrica, Econometric Society, vol. 55(4), pages 765-99, July.
- Ilias Livanos, 2010. "The Wage-Local Unemployment Relationship in a Highly Regulated Labour Market: Greece," Regional Studies, Taylor & Francis Journals, vol. 44(4), pages 389-400.
- Evangelia Papapetrou, 2006. "The unequal distribution of the public-private sector wage gap in Greece: evidence from quantile regression," Applied Economics Letters, Taylor & Francis Journals, vol. 13(4), pages 205-210.
- Charles Brown & Mary Corcoran, 1996.
"Sex-Based Differences in School Content and the Male/Female Wage Gap,"
NBER Working Papers
5580, National Bureau of Economic Research, Inc.
- 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 431-65, July.
- Linda Datcher Loury, 1997. "The Gender Earnings Gap among College-Educated Workers," ILR Review, Cornell University, ILR School, vol. 50(4), pages 580-593, July.
- 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, 04.
- Berkhout, Peter & Hartog, Joop & Webbink, Dinand, 6/04.
"Compensation for Earnings Risk under Worker Heterogeneity,"
IZA Discussion Papers
2074, Institute for the Study of Labor (IZA).
- Peter Berkhout & Joop Hartog & Dinand Webbink, 2010. "Compensation for Earnings Risk under Worker Heterogeneity," Southern Economic Journal, Southern Economic Association, vol. 76(3), pages 762-790, January.
- 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.
- Grazier, S. & Sloane, P.J., 2008.
"Accident risk, gender, family status and occupational choice in the UK,"
Elsevier, vol. 15(5), pages 938-957, October.
- Grazier, Suzanne & Sloane, Peter J., 6/09. "Accident Risk, Gender, Family Status and Occupational Choice in the UK," IZA Discussion Papers 2302, Institute for the Study of Labor (IZA).
- David Neumark, 1987.
"Employers' discriminatory behavior and the estimation of wage discrimination,"
Special Studies Papers
227, Board of Governors of the Federal Reserve System (U.S.).
- 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.
- Blau, Francine D & Kahn, Lawrence M, 1997. "Swimming Upstream: Trends in the Gender Wage Differential in 1980s," Journal of Labor Economics, University of Chicago Press, vol. 15(1), pages 1-42, January.
- 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.
- Boskin, Michael J, 1974. "A Conditional Logit Model of Occupational Choice," Journal of Political Economy, University of Chicago Press, vol. 82(2), pages 389-398, Part I, M.
- Theocharoula Magoula & George Psacharopoulos, 1999. "Schooling and monetary rewards in Greece: an over-education false alarm?," Applied Economics, Taylor & Francis Journals, vol. 31(12), pages 1589-1597.
- Barry Gerhart, 1990. "Gender Differences in Current and Starting Salaries: The Role of Performance, College Major, and Job Title," ILR Review, Cornell University, ILR School, vol. 43(4), pages 418-433, July.
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