Pouliakas, Konstantinos and Livanos, Ilias (2008): The Gender Wage Gap as a Function of Educational Degree Choices in an Occupationally Segregated EU Country (Greece).
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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.
|Item Type:||MPRA Paper|
|Original Title:||The Gender Wage Gap as a Function of Educational Degree Choices in an Occupationally Segregated EU Country (Greece)|
|Keywords:||Gender wage gap, subject of degree, university, returns, risk, Greece|
|Subjects:||J - Labor and Demographic Economics > J3 - Wages, Compensation, and Labor Costs > J31 - Wage Level and Structure ; Wage Differentials
J - Labor and Demographic Economics > J7 - Labor Discrimination > J71 - Discrimination
J - Labor and Demographic Economics > J2 - Demand and Supply of Labor > J24 - Human Capital ; Skills ; Occupational Choice ; Labor Productivity
J - Labor and Demographic Economics > J1 - Demographic Economics > J16 - Economics of Gender ; Non-labor Discrimination
|Depositing User:||Konstantinos Pouliakas|
|Date Deposited:||11. Dec 2009 17:24|
|Last Modified:||08. May 2015 03:58|
Altonji, J.G.and Blank, R.M. (1999). Race and Gender in the Labor Market, in O. Ashenfelter and D. Card (eds.): Handbook of Labor Economics, Amsterdam: Elsevier, 3, 3143-3259.
Becker, S.G. (1964). Human Capital: A theoretical and empirical analysis with special reference to education, 3rd ed., University of Chicago Press: Chicago.
Ben-Porath, Y. (1967). The production of human capital and the life cycle of earnings, Journal of Political Economy, 75, 352-365.
Berger, M. C. (1988), Predicted Future Earnings and Choice of College Major, Industrial and Labor Relations Review, 41 (3), 418-429.
Berkout, P., Hartog, J. and Webbink, D. (2006). Compensation for Earnings Risk under Worker Heterogeneity, IZA Discussion Paper No. 2074.
Blau, F.D. and Kahn, L.M. (1997), Swimming Upstream: trends in the Gender Wage Differential in the 1980s, Journal of Labor Economics, 15, 1-42.
Blaug, M. (1976). Human Capital Theory : A Slightly Jaundiced Survey, Journal of Economic Literature, 14, 827-855.
Blinder, A. S. (1973). Wage Discrimination: Reduced Form and Structural Estimates. The Journal of Human Resources, 8, 436–455.
Boskin, M. (1974). A Conditional Logit Model of Occupational Choice, Journal of Political Economy, 82 (2), 389-98.
Brown, C. and Corcoran, M. (1997). Sex-Based Differences in School Content and the Male-Female Wage Gap, Journal of Labor Economics, 15, 431-465.
Cholezas, I. and Tsakloglou, P. (2006). Gender Earnings Differentials in the Greek Labour Market, Economic Policy Studies, forthcoming.
Eide, E. (1994). College Major Choice and Changes in the Gender Wage Gap, Contemporary Economic Policy, 12, 55-64.
European Communities (2003). The European Union Labour Force Survey: Methods and Definitions – 2001, European Commission, Luxemburg.
Freeman, R. B. (1971). The Market for College Trained Manpower, Harvard Uni Press: Cambridge.
Gerhart, Barry (1990). Gender Differences in Current and Starting Salaries: The Role of Performance, College Major, and Job Title, Industrial and Labor Relations Review, 43(4), 418-33.
Grazier, S. and Sloane, P.J., (2008). Accident risk, gender, family status and occupational choice in the UK, Labour Economics, Elsevier, 15(5), 938-957.
Hartog, J. (2006). A Risk Augmented Mincer Earnings Equation? Taking stock, unpublished mimeo.
Heckman, J., Lochner, L. and Todd, P. (2003). Fifty years of Mincer Earnings Regressions, NBER Working Paper No. W9732.
Kanellopoulos, C.N. (1982). Male-female pay differentials in Greece, Greek Economic Review, 4, 222-241.
Kanellopoulos, C.N. and Mavromaras, K.G. (2002). Male-female labour market participation and wage differentials in Greece, LABOUR, 16, 771-801.
Karamesini, M. and Ioakimoglou, I. (2003). Determining factors of the earnings gap between men and women, KETHI, Athens (in Greek).
Lianos, T.P, Asteriou, D. and Agiomirgianakis, G.M. (2004). Foreign university graduates in the Greek labour market: Employment, salaries and overeducation, International Journal of Finance and Economics, 9, 151-164.
Livanos, I. (2008). The wage-local unemployment relationship in a highly regulated labour market : Greece, Regional Studies, iFirst
Livanos, I., Yalkin, C. and I. Nunez (2010) Gender employment discrimination in Greece and the United Kingdom, International Journal of Manpower, forthcoming.
Livanos, I. and Pouliakas, K. (2010), Wage Returns to University Disciplines in Greece: Are Greek University Degrees Trojan Horses ?, Education Economics, forthcoming.
Loury, L.D. (1997). The Gender Earnings Gap among College-Educated Workers, Industrial and Labor Relations Review, 43, 418-433.
Machin, S. and McNally, S. (2007), Tertiary Education Systems and Labour Markets, Education and Training Policy Division: OECD.
Machin, S. and Puhani, P.A. (2003). Subject of degree and the gender wage differential: Evidence for the UK and Germany, Economics Letters, 79, 393-400.
Magoula, T. and Psacharopoulos, G. (1999). Schooling and monetary rewards in Greece: an over-education false alarm?, Applied Economics, 31, 1589-1597.
McGoldrick, K. (1995). Do women receive compensating wages for earnings risk? Southern Economic Journal, 62, 210-222.
Mincer, J. (1974), Schooling, experience and earnings, Columbia University Press: NY.
Montmarquette, C., Cannings, K. and Mahseredjian, S. (2002), How do Young People Choose College Majors?, Economics of Education Review, 21 (6), 543-556.
Mroz, T.A. (1987). The Sensitivity of an Empirical Model of Married Women’s Hours of Work to Economic and Statistical Assumptions, Econometrica, 55, 765-799.
Napari, S. (2008), The Early-career Gender Wage Gap Among University Graduates in the Finish Private Sector, LABOUR, 22(4), 697-733.
Neumark, D. (1988). Employers’ Discriminatory Behavior and the Estimation of Wage Discrimination, The Journal of Human Resources, 23, 279-295.
Oaxaca, R. 1973. Male-Female Wage Differentials in Urban Labor Markets. International Economic Review, 14, 693–709.
Oaxaca, R. and Ransom, M. (1994). On Discrimination and the Decomposition of Wage Differentials, Journal of Econometrics, 61, 5-21.
OECD (2002). Women at Work: Who are they and how are they faring?, Ch 2, Employment Outlook: Paris.
O’Leary. N.C. and Sloane, P.J. (2005). The Return to a University Education in Great Britain, National Institute Economic Review, 193 (1), 75-89.
Papapetrou, E. (2004). Gender Wage Differentials in Greece, Bank of Greece Economic Bulletin, 23, 47-64.
Papapetrou, E. (2006). The unequal distribution of the public-private sector wage gap in Greece: evidence from quantile regression, Applied Economics Letters, 13, 205-210.
Papapetrou, E. (2007). Education, labour market and wage gaps in Greece, Bank of Greece Economic Bulletin, 28 (2), 57-84.
Patrinos, H.A. and Lambropoulos, H. (1993). Gender discrimination in the Greek labour market, Education Economics, 1, 153-164.
Polachek, S. W. (1981). Occupational Self-Selection : A Human Capital Approach to Sex Differences in Occupational Structure, The Review of Economics and Statistics, 63 (1) , 60-69.
Pouliakas, K. and Theodossiou, I. (2005). Socio-Economic Differences in the Perceived Quality of High and Low-Paid Jobs in Greece, Bank of Greece Economic Bulletin, 24, 91-132.
Pouliakas, K. and Theodossiou, I. (2010). Socio-Economic Differences in the Perceived Quality of High and Low-Paid Jobs in Europe, International Labor Review, forthcoming.
Psacharopoulos, G. (1983). Sex discrimination in the Greek labour market, Journal of Modern Greek Studies, 1, 339-358.
Psacharopoulos, G. (1990). Education in Greece: A Modern Tradegy, Sideris: Athens.
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The Gender Wage Gap as a Function of Educational Degree Choices in Greece. (deposited 24. Mar 2009 12:51)
- The Gender Wage Gap as a Function of Educational Degree Choices in an Occupationally Segregated EU Country (Greece). (deposited 11. Dec 2009 17:24) [Currently Displayed]