Gender wage gap by occupational groups in Poland
The purpose of this paper is to analyse the gender wage gap in Poland in different occupational groups. The authors aim to investigate how much of the raw differences in wages can be explained by differences in personal characteristics and in which occupational groups the unexplained part of wage gap is the highest. The authors use the individual data from employers’ statistics with detailed information about wages and personal characteristics of workers. The authors use base salaries per hour as the dependent variable. After controlling for differences in the gender composition of occupational groups the authors choose 24 occupational groups at 3-digit level and perform Oaxaca-Blinder two-component decomposition. The authors are the first to analyse the differences in gender wage gap in Poland by occupational groups. Another original contribution is that the wage gap is analysed not for the whole sample but after controlling for the segregation effect. The results indicate that firstly, the raw differences by gender in base wages per hour are smaller than the ones in average wages per hour. Secondly, after controlling for differences in the gender composition of occupational groups the raw wage gap in Poland increases from 6.7% to 10.8%. Thirdly, in most of the analysed occupational groups the differences in characteristics explain only a minor part of the wage gap. The highest share of the unexplained part was among managers and in groups in which the specific vocational skills are required.
|Date of creation:||Mar 2015|
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- Vera A. Adamchik & Arjun S. Bedi, 2003. "Gender pay differentials during the transition in Poland," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 11(4), pages 697-726, December.
- Arellano, Manuel & Bover, Olympia, 1995.
"Another look at the instrumental variable estimation of error-components models,"
Journal of Econometrics,
Elsevier, vol. 68(1), pages 29-51, July.
- M Arellano & O Bover, 1990. "Another Look at the Instrumental Variable Estimation of Error-Components Models," CEP Discussion Papers dp0007, Centre for Economic Performance, LSE.
- Kunze, Astrid, 2005. "The evolution of the gender wage gap," Labour Economics, Elsevier, vol. 12(1), pages 73-97, February.
- Christofides, Louis N. & Polycarpou, Alexandros & Vrachimis, Konstantinos, 2013. "Gender wage gaps, ‘sticky floors’ and ‘glass ceilings’ in Europe," Labour Economics, Elsevier, vol. 21(C), pages 86-102.
- Louis N. Christofides & Alexandros Polycarpou & Konstantinos Vrachimis, 2013. "Gender Wage Gaps, 'Sticky Floors' and 'Glass Ceilings' in Europe," Working Papers 1301, University of Guelph, Department of Economics and Finance.
- Louis N. Christofides & Alexandros Polycarpou & Konstantinos Vrachimis, 2013. "Gender Wage Gaps, ‘Sticky Floors’ and ‘Glass Ceilings’ in Europe," University of Cyprus Working Papers in Economics 02-2013, University of Cyprus Department of Economics.
- 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, .
- Jacob Mincer & Solomon Polacheck, 1974. "Family Investments in Human Capital: Earnings of Women," NBER Chapters,in: Economics of the Family: Marriage, Children, and Human Capital, pages 397-431 National Bureau of Economic Research, Inc.
- Jacob Mincer & Solomon Polachek, 1974. "Family Investments in Human Capital: Earnings of Women," NBER Chapters,in: Marriage, Family, Human Capital, and Fertility, pages 76-110 National Bureau of Economic Research, Inc.
- Hausman, Jerry A & Taylor, William E, 1981. "Panel Data and Unobservable Individual Effects," Econometrica, Econometric Society, vol. 49(6), pages 1377-1398, November.
- Hausman, Jerry A. & Taylor, William E., 1981. "Panel data and unobservable individual effects," Journal of Econometrics, Elsevier, vol. 16(1), pages 155-155, May.
- J. A. Hausman & W. E. Taylor, 1980. "Panel Data and Unobservable Individual Effects," Working papers 255, Massachusetts Institute of Technology (MIT), Department of Economics.
- Astrid Kunze, 2008. "Gender wage gap studies: consistency and decomposition," Empirical Economics, Springer, vol. 35(1), pages 63-76, August.
- Martina Mysíková, 2012. "Gender Wage Gap in the Czech Republic and Central European Countries," Prague Economic Papers, University of Economics, Prague, vol. 2012(3), pages 328-346.
- Elder, Todd E. & Goddeeris, John H. & Haider, Steven J., 2010. "Unexplained gaps and Oaxaca-Blinder decompositions," Labour Economics, Elsevier, vol. 17(1), pages 284-290, January.
- Todd E. Elder & John H. Goddeeris & Steven J. Haider, 2009. "Unexplained Gaps and Oaxaca-Blinder Decompositions," CEPR Discussion Papers 600, Centre for Economic Policy Research, Research School of Economics, Australian National University.
- Elder, Todd E. & Goddeeris, John H. & Haider, Steven J., 2009. "Unexplained Gaps and Oaxaca-Blinder Decompositions," IZA Discussion Papers 4159, Institute for the Study of Labor (IZA).
- Michał Grajek, 2003. "Gender Pay Gap in Poland," Economic Change and Restructuring, Springer, vol. 36(1), pages 23-44, March.
- Michal Grajek, 2001. "Gender Pay Gap in Poland," CIG Working Papers FS IV 01-13, Wissenschaftszentrum Berlin (WZB), Research Unit: Competition and Innovation (CIG).
- 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.
- 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.
- Francine D. Blau & Lawrence M. Kahn, 2001. "Understanding International Differences in the Gender Pay Gap," NBER Working Papers 8200, National Bureau of Economic Research, Inc.
- Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Oxford University Press, vol. 58(2), pages 277-297.
- Tom Doan, "undated". "RATS program to replicate Arellano-Bond 1991 dynamic panel," Statistical Software Components RTZ00169, Boston College Department of Economics.
- Anna Ruzik & Magdalena Rokicka, 2010. "The Gender Pay Gap in Informal Employment in Poland," CASE Network Studies and Analyses 406, CASE-Center for Social and Economic Research.
- Lucas Van Der Velde & Joanna Tyrowicz & Karolina Goraus, 2013. "What is the true gender wage gap? A comparative analysis using data from Poland," Working Papers 2013-28, Faculty of Economic Sciences, University of Warsaw.
- 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.
- Karolina Goraus & Joanna Tyrowicz, 2014. "Gender Wage Gap in Poland – Can It Be Explained by Differences in Observable Characteristics?," Ekonomia journal, Faculty of Economic Sciences, University of Warsaw, vol. 36.
- Karolina Goraus & Joanna Tyrowicz, 2014. "Gender Wage Gap in Poland – Can It Be Explained by Differences in Observable Characteristics?," Working Papers 2014-11, Faculty of Economic Sciences, University of Warsaw.