IDEAS home Printed from https://ideas.repec.org/a/eko/ekoeko/36_125.html
   My bibliography  Save this article

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

Author

Listed:
  • Karolina Goraus
  • Joanna Tyrowicz

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 analysed 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?," Ekonomia journal, Faculty of Economic Sciences, University of Warsaw, vol. 36.
  • Handle: RePEc:eko:ekoeko:36_125
    as

    Download full text from publisher

    File URL: http://ekonomia.wne.uw.edu.pl/ekonomia/getFile/733
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Esther Duflo, 2012. "Women Empowerment and Economic Development," Journal of Economic Literature, American Economic Association, vol. 50(4), pages 1051-1079, December.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. Michał Grajek, 2003. "Gender Pay Gap in Poland," Economic Change and Restructuring, Springer, vol. 36(1), pages 23-44, March.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. José Mata & José A. F. Machado, 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. Cotton, Jeremiah, 1988. "On the Decomposition of Wage Differentials," The Review of Economics and Statistics, MIT Press, vol. 70(2), pages 236-243, May.
    21. 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.
    22. Nopo, Hugo R. & Daza, Nancy & Ramos, Johanna, 2011. "Gender Earnings Gaps in the World," IZA Discussion Papers 5736, Institute of Labor Economics (IZA).
    23. 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.
    24. 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.
    25. 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.
    26. Newell, Andrew T. & Socha, Mieczyslaw, 2005. "The Distribution of Wages in Poland, 1992-2002," IZA Discussion Papers 1485, Institute of Labor Economics (IZA).
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Joanna Tyrowicz & Lucas van der Velde, 2017. "When the opportunity knocks: large structural shocks and gender wage gaps," GRAPE Working Papers 2, GRAPE Group for Research in Applied Economics.
    2. 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.
    3. Ewa Cukrowska-Torzewska & Anna Lovasz, 2016. "Are children driving the gender wage gap?," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 24(2), pages 259-297, April.
    4. 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.
    5. 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).
    6. Chłoń-Domińczak, Agnieszka & Góra, Marek & Kotowska, Irena E. & Magda, Iga & Ruzik-Sierdzińska, Anna & Strzelecki, Pawel, 2018. "The Impact of Life-Course Developments on Pensions in the NDC Systems in Poland, Italy and Sweden and Point System in Germany," IZA Discussion Papers 11341, Institute of Labor Economics (IZA).
    7. Aleksandra Majchrowska & Paweł Strawiński, 2016. "Regional Differences in Gender Wage Gaps in Poland: New Estimates Based on Harmonized Data for Wages," Central European Journal of Economic Modelling and Econometrics, Central European Journal of Economic Modelling and Econometrics, vol. 8(2), pages 115-141, June.
    8. 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.
    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. 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.
    12. 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.
    13. Magda Malec, 2017. "Redystrybucja wewnątrzpokoleniowa w systemie emerytalnym," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 4, pages 63-81.
    14. 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.
    15. 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.
    16. Botello Penaloza, Héctor Alberto & Guerrero Rincón, Isaac, 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. Yao Yao & Zheng Li, 2022. "The Impacts of Industry Wage Premiums and Education Levels on Gender Inequality: Evidence from Five Developed Countries," LIS Working papers 832, LIS Cross-National Data Center in Luxembourg.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Karolina Goraus & Joanna Tyrowicz & Lucas Velde, 2017. "Which Gender Wage Gap Estimates to Trust? A Comparative Analysis," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 63(1), pages 118-146, March.
    2. Karolina Goraus & Joanna Tyrowicz, 2013. "The Goodwill Effect? Female Access to the Labor Market Over Transition: A Multicountry Analysis," Working Papers 2013-19, Faculty of Economic Sciences, University of Warsaw.
    3. Dorota Witkowska, 2013. "Gender Disparities in the Labor Market in the EU," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 19(4), pages 331-354, November.
    4. Sonja C. Kassenboehmer & Mathias G. Sinning, 2014. "Distributional Changes in the Gender Wage Gap," ILR Review, Cornell University, ILR School, vol. 67(2), pages 335-361, April.
    5. Carla Canelas & Silvia Salazar, 2014. "Gender and ethnic inequalities in LAC countries," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 3(1), pages 1-15, December.
    6. Carla Canelas & Silvia Salazar, 2014. "Gender and Ethnicity in Bolivia, Ecuador and Guatemala," Documents de travail du Centre d'Economie de la Sorbonne 14021, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    7. Tamar Khitarishvili, 2018. "Gender Pay Gaps in the Former Soviet Union: A Review of the Evidence," Economics Working Paper Archive wp_899, Levy Economics Institute.
    8. Sloczynski, Tymon, 2015. "Average Wage Gaps and Oaxaca–Blinder Decompositions," IZA Discussion Papers 9036, Institute of Labor Economics (IZA).
    9. Karolina Goraus Tanska & Joanna Tyrowicz & Lucas Augusto van der Velde, 2020. "How rankings disguise gender inequality: A comparative analysis of cross-country gender equality rankings based on adjusted wage gaps," PLOS ONE, Public Library of Science, vol. 15(11), pages 1-21, November.
    10. Niels-Hugo Blunch, 2018. "Just like a woman? New comparative evidence on the gender income gap across Eastern Europe and Central Asia," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 8(1), pages 1-41, December.
    11. Joanna Landmesser, 2016. "Decomposition of differences In income distributions Using quantile regression," Statistics in Transition new series, Główny Urząd Statystyczny (Polska), vol. 17(2), pages 331-348, June.
    12. Joanna Małgorzata Landmesser, 2016. "Decomposition Of Differences In Income Distributions Using Quantile Regression," Statistics in Transition New Series, Polish Statistical Association, vol. 17(2), pages 331-348, June.
    13. Sloczynski, Tymon, 2018. "Average Gaps and Oaxaca's Blinder Decompositions: A Cautionary Tale about Regression Estimates of Racial Differences in Labor Market Outcomes," IZA Discussion Papers 12041, Institute of Labor Economics (IZA).
    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. Carla Canelas & Silvia Salazar, 2014. "Gender and Ethnic Inequalities in LAC Countries," Post-Print halshs-00973891, HAL.
    16. Gomes, Magno Rogério & Souza, Solange de Cássia Inforzato de & Mantovani, Gabriela Gomes & Paiva, Vanessa Fortunato de, 2020. "Wage gap decomposition models: A methodological contribution," Brazilian Review of Econometrics, Sociedade Brasileira de Econometria - SBE, vol. 39(2), March.
    17. Gomes, Magno Rogério & Souza, Solange de Cássia Inforzato de & Mantovani, Gabriela Gomes & Paiva, Vanessa Fortunato de, 2019. "Wage gap decomposition models: A methodological contribution," Brazilian Review of Econometrics, Sociedade Brasileira de Econometria - SBE, vol. 39(2).
    18. Carla Canelas & Silvia Salazar, 2014. "Gender and Ethnic Inequalities in LAC Countries," Documents de travail du Centre d'Economie de la Sorbonne 14021r, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne, revised Jul 2014.
    19. Joanna Tyrowicz & Lucas van der Velde, 2017. "When the opportunity knocks: large structural shocks and gender wage gaps," GRAPE Working Papers 2, GRAPE Group for Research in Applied Economics.
    20. Jolliffe, Dean & Campos, Nauro F., 2005. "Does market liberalisation reduce gender discrimination? Econometric evidence from Hungary, 1986-1998," Labour Economics, Elsevier, vol. 12(1), pages 1-22, February.

    More about this item

    Keywords

    Wage gap; discrimination; decomposition; Oaxaca-Blinder; Ñopo; 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

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eko:ekoeko:36_125. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/fesuwpl.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.