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Gender wage gap across the distribution: What is the role of within- and between-firm effects?

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  • Kaya Ezgi

    (Cardiff Business School, Cardiff University, Aberconway Building, Colum Drive, Cardiff, CF10 3EU, UK.)

Abstract
This paper studies the role of within- and between-firm effects on the gender wage gap (GWG). Using linked employer–employee data for Turkey for 2006 and 2014, we show that the wage gap among comparable men and women is much wider within establishments than between establishments. Our distributional analysis shows a more pronounced gap among highly paid workers, consistent with the presence of a glass-ceiling effect. This effect, however, is more apparent within establishments than between establishments, and it is the former that drives the economy-wide glass ceiling that women face. We also find that between 2006 and 2014, the GWG in Turkey widened at all points in the wage distribution, and that this widening was more pronounced within establishments than between establishments.

Suggested Citation

  • Kaya Ezgi, 2021. "Gender wage gap across the distribution: What is the role of within- and between-firm effects?," IZA Journal of Development and Migration, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 12(1), pages 1-49, January.
    • Handle: RePEc:vrs:izajdm:v:12:y:2021:i:1:p:49:n:3
    DOI: 10.2478/izajodm-2021-0014
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    References listed on IDEAS

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    1. Tansel, Avsit, 2005. "Public-Private Employment Choice, Wage Differentials, and Gender in Turkey," Economic Development and Cultural Change, University of Chicago Press, vol. 53(2), pages 453-477, January.
    2. Claudia Olivetti & Barbara Petrongolo, 2008. "Unequal Pay or Unequal Employment? A Cross-Country Analysis of Gender Gaps," Journal of Labor Economics, University of Chicago Press, vol. 26(4), pages 621-654, October.
    3. Boris Hirsch & Marion König & Joachim Möller, 2013. "Is There a Gap in the Gap? Regional Differences in the Gender Pay Gap," Scottish Journal of Political Economy, Scottish Economic Society, vol. 60(4), pages 412-439, September.
    4. Fernández-Kranz, Daniel & Rodríguez-Planas, Núria, 2011. "The part-time pay penalty in a segmented labor market," Labour Economics, Elsevier, vol. 18(5), pages 591-606, October.
    5. Monojit Chatterji & Karen Mumford & Peter Smith, 2011. "The public-private sector gender wage differential in Britain: evidence from matched employee-workplace data," Applied Economics, Taylor & Francis Journals, vol. 43(26), pages 3819-3833.
    6. 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.
    7. Francine D. Blau & Lawrence M. Kahn, 2017. "The Gender Wage Gap: Extent, Trends, and Explanations," Journal of Economic Literature, American Economic Association, vol. 55(3), pages 789-865, September.
    8. 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.
    9. David Card & Ana Rute Cardoso & Patrick Kline, 2016. "Bargaining, Sorting, and the Gender Wage Gap: Quantifying the Impact of Firms on the Relative Pay of Women," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 633-686.
    10. Magda, Iga & Salach, Katarzyna, 2019. "Gender Pay Gap Patterns in Domestic and Foreign-Owned Firms," IZA Discussion Papers 12453, Institute of Labor Economics (IZA).
    11. Anxo, Dominique. & Karlsson, Mattias., 2019. "Overtime work a review of literature and initial empirical analysis," ILO Working Papers 995012793502676, International Labour Organization.
    12. Kevin Reilly & Tony Wirjanto, 1999. "Does More Mean Less? The Male/Female Wage Gap and the Proportion of Females at the Establishment Level," Canadian Journal of Economics, Canadian Economics Association, vol. 32(4), pages 906-929, August.
    13. 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.
    14. Mohsen Javdani, 2015. "Glass ceilings or glass doors? The role of firms in male-female wage disparities," Canadian Journal of Economics, Canadian Economics Association, vol. 48(2), pages 529-560, May.
    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. Ipek Ilkkaracan & Raziye Selim, 2007. "The Gender Wage Gap in the Turkish Labor Market," LABOUR, CEIS, vol. 21(3), pages 563-593, September.
    17. Wiji Arulampalam & Alison L. Booth & Mark L. Bryan, 2007. "Is There a Glass Ceiling over Europe? Exploring the Gender Pay Gap across the Wage Distribution," ILR Review, Cornell University, ILR School, vol. 60(2), pages 163-186, January.
    18. Kimberly Bayard & Judith Hellerstein & David Neumark & Kenneth Troske, 2003. "New Evidence on Sex Segregation and Sex Differences in Wages from Matched Employee-Employer Data," Journal of Labor Economics, University of Chicago Press, vol. 21(4), pages 887-922, October.
    19. Melly, Blaise, 2005. "Decomposition of differences in distribution using quantile regression," Labour Economics, Elsevier, vol. 12(4), pages 577-590, August.
    20. Peter AUER & Sandrine CAZES, 2000. "The resilience of the long-term employment relationship: Evidence from the industrialized countries," International Labour Review, International Labour Organization, vol. 139(4), pages 379-408, December.
    21. James Albrecht & Anders Bjorklund & Susan Vroman, 2003. "Is There a Glass Ceiling in Sweden?," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 145-177, January.
    22. Juan J Dolado & Cecilia García-Peñalosa & Linas Tarasonis, 2020. "The changing nature of gender selection into employment over the great recession," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 35(104), pages 635-677.
    23. Erica L. Groshen, 1991. "The Structure of the Female/Male Wage Differential: Is It Who You Are, What You Do, or Where You Work?," Journal of Human Resources, University of Wisconsin Press, vol. 26(3), pages 457-472.
    24. Sara Rica & Juan Dolado & Vanesa Llorens, 2008. "Ceilings or floors? Gender wage gaps by education in Spain," Journal of Population Economics, Springer;European Society for Population Economics, vol. 21(3), pages 777-778, July.
    25. Hara, Hiromi, 2018. "The gender wage gap across the wage distribution in Japan: Within- and between-establishment effects," Labour Economics, Elsevier, vol. 53(C), pages 213-229.
    26. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    27. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    28. Katie Meara & Francesco Pastore & Allan Webster, 2020. "The gender pay gap in the USA: a matching study," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(1), pages 271-305, January.
    29. Yelda Yücel, 2015. "Response to the crisis and gender segregation in Turkey’s labour market," The Economic and Labour Relations Review, , vol. 26(2), pages 276-295, June.
    30. Myeong-Su Yun, 2005. "A Simple Solution to the Identification Problem in Detailed Wage Decompositions," Economic Inquiry, Western Economic Association International, vol. 43(4), pages 766-772, October.
    31. Sarah Louise Jewell & Giovanni Razzu & Carl Singleton, 2020. "Who Works for Whom and the UK Gender Pay Gap," British Journal of Industrial Relations, London School of Economics, vol. 58(1), pages 50-81, March.
    32. Binnur Balkan & Seyit M|min Cilasun & Belgi Turan, 2016. "The Impact of the Turkish Employment Subsidy Programs on Increasing the Level of Social Protection For Women," Working Papers 1022, Economic Research Forum, revised Jun 2016.
    33. Ana Rute Cardoso & Paulo Guimarães & Pedro Portugal, 2016. "What drives the gender wage gap? A look at the role of firm and job-title heterogeneity," Oxford Economic Papers, Oxford University Press, vol. 68(2), pages 506-524.
    34. İpek İlkkaracan, 2012. "Why so Few Women in the Labor Market in Turkey?," Feminist Economics, Taylor & Francis Journals, vol. 18(1), pages 1-37, January.
    35. Ferhan Gezici & Burçin Yazgı Walsh & Sinem Metin Kacar, 2017. "Regional and structural analysis of the manufacturing industry in Turkey," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 59(1), pages 209-230, July.
    36. World Bank, 2009. "Female Labor Force Participation in Turkey : Trends, Determinants and Policy Framework," World Bank Publications - Reports 13249, The World Bank Group.
    37. Mohsen Javdani, 2015. "Glass ceilings or glass doors? The role of firms in male‐female wage disparities," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 48(2), pages 529-560, May.
    38. Altan Aldan & Hatice Burcu Gurcihan Yunculer, 2017. "Decomposition of Real Wage Growth in Turkey," CBT Research Notes in Economics 1706, Research and Monetary Policy Department, Central Bank of the Republic of Turkey.
    39. Elaine Sorensen, 1990. "The Crowding Hypothesis and Comparable Worth," Journal of Human Resources, University of Wisconsin Press, vol. 25(1), pages 55-89.
    40. Akhmedjonov, Alisher, 2012. "New evidence on pay gap between men and women in Turkey," Economics Letters, Elsevier, vol. 117(1), pages 32-34.
    41. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    42. Suits, Daniel B, 1984. "Dummy Variables: Mechanics v. Interpretation," The Review of Economics and Statistics, MIT Press, vol. 66(1), pages 177-180, February.
    43. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    44. Karen Mumford & Peter N. Smith, 2009. "What determines the part-time and gender earnings gaps in Britain: evidence from the workplace," Oxford Economic Papers, Oxford University Press, vol. 61(suppl_1), pages 56-75, April.
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    Cited by:

    1. Melanie Jones & Ezgi Kaya, 2023. "The UK gender pay gap: Does firm size matter?," Economica, London School of Economics and Political Science, vol. 90(359), pages 937-952, July.
    2. Melanie Jones & Ezgi Kaya, 2024. "Performance‐related pay and the UK gender pay gap," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 63(4), pages 512-529, October.
    3. Phan, Van & Singleton, Carl & Bryson, Alex & Forth, John & Ritchie, Felix & Stokes, Lucy & Whittard, Damian, 2022. "Accounting for Firms in Ethnicity Wage Gaps throughout the Earnings Distribution," IZA Discussion Papers 15284, Institute of Labor Economics (IZA).
    4. Jones, Melanie K. & Kaya, Ezgi, 2022. "Organisational Gender Pay Gaps in the UK: What Happened Post-transparency?," IZA Discussion Papers 15342, Institute of Labor Economics (IZA).
    5. Van Phan & Carl Singleton & Alex Bryson & John Forth & Felix Ritchie & Lucy Stokes & Damian Whittard, 2023. "Accounting for firms in gender-ethnicity wage gaps throughout the earnings distribution," Economics Discussion Papers em-dp2023-16, Department of Economics, University of Reading.

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    More about this item

    Keywords

    gender wage gap; within- and between-establishments; wage distribution;
    All these keywords.

    JEL classification:

    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing

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