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Gender Wage Gap in Poland – Can It Be Explained by Differences in Observable Characteristics?

Author

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  • Karolina Goraus

    (Faculty of Economic Sciences, University of Warsaw)

  • Joanna Tyrowicz

    (Faculty of Economic Sciences, University of Warsaw; National Bank of Poland)

Abstract

The raw gender wage gap over the period 1995-2012 amounts to app. 9% of hourly wage and is fairly stable. However, the raw gap does not account for differences in endowments between genders. In fact, the adjusted wage gap amounts to as much as 20% on average over the analyzed period and shows some cyclical properties. The estimates of adjusted gender wage gap do not seem to exhibit any long-term trends, which suggest that in general neither demographic changes nor the progressing transition underlie the phenomenon of unequal pay for the same work among men and women.

Suggested Citation

  • 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.
  • Handle: RePEc:war:wpaper:2014-11
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    File URL: http://www.wne.uw.edu.pl/inf/wyd/WP/WNE_WP128.pdf
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    1. Esther Duflo, 2012. "Women Empowerment and Economic Development," Journal of Economic Literature, American Economic Association, vol. 50(4), pages 1051-1079, December.
    2. 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.
    3. DiNardo, John & Fortin, Nicole M & Lemieux, Thomas, 1996. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Econometrica, Econometric Society, vol. 64(5), pages 1001-1044, September.
    4. Sangeeta Pratap & Erwan Quintin, 2001. "Are labor markets segmented in Argentina? a semiparametric approach," Center for Latin America Working Papers 0701, Federal Reserve Bank of Dallas.
    5. Ben Jann, 2008. "A Stata implementation of the Blinder-Oaxaca decomposition," ETH Zurich Sociology Working Papers 5, ETH Zurich, Chair of Sociology, revised 14 May 2008.
    6. Fairlie, Robert W., 2003. "An Extension of the Blinder-Oaxaca Decomposition Technique to Logit and Probit Models," Center Discussion Papers 28425, Yale University, Economic Growth Center.
    7. Elizabeth Brainerd, 2000. "Women in Transition: Changes in Gender Wage Differentials in Eastern Europe and the Former Soviet Union," ILR Review, Cornell University, ILR School, vol. 54(1), pages 138-162, October.
    8. Atal, Juan Pablo & Hoyos, Alejandro & Nopo, Hugo, 2010. "NOPOMATCH: Stata module to implement Nopo's decomposition," Statistical Software Components S457157, Boston College Department of Economics, revised 19 Apr 2013.
    9. Sylwia Roszkowska & Aleksandra Rogut, 2007. "Rozkład płac i kapitału ludzkiego w Polsce," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 11-12, pages 55-84.
    10. Michał Grajek, 2003. "Gender Pay Gap in Poland," Economic Change and Restructuring, Springer, vol. 36(1), pages 23-44, March.
    11. James J. Heckman, 1977. "Sample Selection Bias As a Specification Error (with an Application to the Estimation of Labor Supply Functions)," NBER Working Papers 0172, National Bureau of Economic Research, Inc.
    12. 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.
    13. Cotton, Jeremiah, 1988. "On the Decomposition of Wage Differentials," The Review of Economics and Statistics, MIT Press, vol. 70(2), pages 236-243, May.
    14. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    15. 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.
    16. Newell, Andrew & Reilly, Barry, 2001. "The gender pay gap in the transition from communism: some empirical evidence," Economic Systems, Elsevier, vol. 25(4), pages 287-304, December.
    17. 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.
    18. Ariane Pailhé, 2000. "Gender Discrimination in Central Europe during the Systemic Transition," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 8(2), pages 505-535, July.
    19. Nopo, Hugo R. & Daza, Nancy & Ramos, Johanna, 2011. "Gender Earnings Gaps in the World," IZA Discussion Papers 5736, Institute of Labor Economics (IZA).
    20. Thomas Bauer & Mathias Sinning, 2008. "An extension of the Blinder–Oaxaca decomposition to nonlinear models," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 92(2), pages 197-206, May.
    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. Andrew Newell & Mieczyslaw W. Socha, 2007. "The Polish wage inequality explosion," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 15, pages 733-758, October.
    23. José A. F. Machado & José Mata, 2005. "Counterfactual decomposition of changes in wage distributions using quantile regression," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(4), pages 445-465, May.
    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. Newell, Andrew T. & Socha, Mieczyslaw, 2005. "The Distribution of Wages in Poland, 1992-2002," IZA Discussion Papers 1485, Institute of Labor Economics (IZA).
    26. 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.
    27. 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.
    28. 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.
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    5. Jurica Bosna, 2018. "Estimation Of The Great Decoupling On The Example Of Croatia, As Compared With Germany And Poland," Poslovna izvrsnost/Business Excellence, Faculty of Economics and Business, University of Zagreb, vol. 12(1), pages 33-52.
    6. Soumyajit Chakraborty & Alok K. Bohara, 2021. "The Cost of Being ‘Backward’ in India: Socio-religious Discrimination in the Labour Market," Indian Journal of Human Development, , vol. 15(2), pages 252-274, August.
    7. Majchrowska, Aleksandra & Strawiński, Paweł, 2018. "Impact of minimum wage increase on gender wage gap: Case of Poland," Economic Modelling, Elsevier, vol. 70(C), pages 174-185.
    8. Magda, Iga & Cukrowska-Torzewska, Ewa, 2018. "Do Female Managers Help to Lower Within-Firm Gender Pay Gaps? Public Institutions vs. Private Enterprises," IZA Discussion Papers 12026, Institute of Labor Economics (IZA).
    9. Joanna Małgorzata Landmesser, 2019. "Decomposition Of Gender Wage Gap In Poland Using Counterfactual Distribution With Sample Selection," Statistics in Transition New Series, Polish Statistical Association, vol. 20(3), pages 171-186, September.
    10. Aleksandra Parteka & Sabina Szymczak & Joanna Wolszczak-Derlacz, 2017. "Gender Wage Gap Convergence and Skills Heterogeneity in Poland (2005–2014) – Quantile Regression Analysis Based on Microdata from EU SILC," Collegium of Economic Analysis Annals, Warsaw School of Economics, Collegium of Economic Analysis, issue 47, pages 129-142.
    11. Magda Malec, 2017. "Redystrybucja wewnątrzpokoleniowa w systemie emerytalnym," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 4, pages 63-81.
    12. Héctor Alberto Botello Penaloza & Isaac Guerrero Rincón, 2021. "Impacto de las acciones de mitigación del COVID-19 en la informalidad laboral rural en Colombia," REVISTA TENDENCIAS, Universidad de Narino, vol. 22(2), pages 182-212, July.
    13. Luis A. Gil-Alana & Marinko Skare, 2018. "Testing the great decoupling: a long memory approach," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 45(4), pages 801-820, November.
    14. Paulina Broniatowska, 2021. "Wage Effects of Overeducation: Evidence from Poland," Central European Journal of Economic Modelling and Econometrics, Central European Journal of Economic Modelling and Econometrics, vol. 13(1), pages 25-53, March.
    15. Héctor Alberto Botello-Peñaloza, 2021. "Wage Inequality of Venezuelan Migrants in Ecuador," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 64(1), pages 115-132, March.
    16. Aleksandra Majchrowska & Paweł Strawiński & Karolina Konopczak & Agnieszka Skierska, 2014. "Why are women paid less than men? An investigation into gender wage gap in Poland," Working Papers 2014-31, Faculty of Economic Sciences, University of Warsaw.
    17. Aleksandra Majchrowska & Pawel Strawinski & Karolina Konopczak & Agnieszka Skierska, 2015. "Gender wage gap by occupational groups in Poland," Lodz Economics Working Papers 3/2015, University of Lodz, Faculty of Economics and Sociology.
    18. Joanna Tyrowicz & Lucas Augusto van der Velde, 2021. "When Opportunity Knocks: Confronting Theory and Empirics About Dynamics of Gender Wage Inequality," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 155(3), pages 837-864, June.
    19. Landmesser Joanna Małgorzata, 2020. "Differences in the Income Distribution of Households Run by Men and Women by Voivodeships," Folia Oeconomica Stetinensia, Sciendo, vol. 20(1), pages 248-265, June.
    20. Agnieszka Gwóźdź & Joanna Tyrowicz & Lucas van der Velde, 2017. "Luki płacowe w kraju pochodzenia i w kraju docelowym na przykładzie kobiet imigrujących na amerykański rynek pracy," Bank i Kredyt, Narodowy Bank Polski, vol. 48(3), pages 327-342.
    21. Anna Chojecka & Joanna Tyrowicz, 2017. "Zmienne pominięte a luka płacowa kobiet - wnioski z analizy uwzględniającej wydajność," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 2, pages 29-43.

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    More about this item

    Keywords

    Wage gap; discrimination; decomposition; Oaxaca-Blinder; Nõpo; non-parametric estimation;
    All these keywords.

    JEL classification:

    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • J70 - Labor and Demographic Economics - - Labor Discrimination - - - General

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