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Gender wage gap across the quantiles:What is the role of firm segregation?

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In this paper, we explore the role of firm segregation on the gender wage gap. Using linked employee-employer data for Turkey, we investigate whether female segregation into low-paying firms and into low-paying jobs within a firm influence the gender wage gap across the wage distribution. We find that there is a 'glass ceiling' effect in the Turkish labour market, but this effect is more apparent within a firm than between firms. We also find a 'sticky floor' effect, but only among workers employed at the same firm. Our results imply that the allocation of women into lowpaying jobs within each firm accounts for the existence of these effects more than the segregation of women into low-paying firms.

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  • Kaya, Ezgi, 2019. "Gender wage gap across the quantiles:What is the role of firm segregation?," Cardiff Economics Working Papers E2019/7, Cardiff University, Cardiff Business School, Economics Section.
    • Handle: RePEc:cdf:wpaper:2019/7
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    1. Ipek Ilkkaracan & Raziye Selim, 2007. "The Gender Wage Gap in the Turkish Labor Market," LABOUR, CEIS, vol. 21(3), pages 563-593, September.
    2. Pendakur, Krishna & Woodcock, Simon, 2010. "Glass Ceilings or Glass Doors? Wage Disparity Within and Between Firms," Journal of Business & Economic Statistics, American Statistical Association, vol. 28(1), pages 181-189.
    3. 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.
    4. 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.
    5. Kan, Elif Oznur & Tansel, Aysit, 2014. "Defining and Measuring Informality in the Turkish Labor Market," MPRA Paper 57739, University Library of Munich, Germany.
    6. 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.
    7. Akhmedjonov, Alisher, 2012. "New evidence on pay gap between men and women in Turkey," Economics Letters, Elsevier, vol. 117(1), pages 32-34.
    8. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    9. Cem Başlevent & Özlem Onaran, 2003. "Are Married Women in Turkey More Likely to Become Added or Discouraged Workers?," LABOUR, CEIS, vol. 17(3), pages 439-458, September.
    10. Gokce Uysal & Duygu Guner, 2014. "Culture, Religiosity And Female Labor Supply," Working Papers 013, Bahcesehir University, Betam.
    11. 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.
    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. Hasan Tekgüç & Değer Eryar & Dilek Cindoğlu, 2017. "Women’s Tertiary Education Masks the Gender Wage Gap in Turkey," Journal of Labor Research, Springer, vol. 38(3), pages 360-386, September.
    14. 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.
    15. World Bank, 2000. "Turkey : Economic Reforms, Living Standards and Social Welfare Study," World Bank Publications - Reports 15138, The World Bank Group.
    16. 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.
    17. 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.
    18. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    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 751-776, July.
    25. 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.
    26. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    27. Becker, Gary S, 1985. "Human Capital, Effort, and the Sexual Division of Labor," Journal of Labor Economics, University of Chicago Press, vol. 3(1), pages 33-58, January.
    28. Blau, Francine D & Kahn, Lawrence M, 1997. "Swimming Upstream: Trends in the Gender Wage Differential in 1980s," Journal of Labor Economics, University of Chicago Press, vol. 15(1), pages 1-42, January.
    29. World Bank, 2009. "Female Labor Force Participation in Turkey : Trends, Determinants and Policy Framework," World Bank Publications - Reports 13249, The World Bank Group.
    30. 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.
    31. 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.
    32. Meng, Xin, 2004. "Gender earnings gap: the role of firm specific effects," Labour Economics, Elsevier, vol. 11(5), pages 555-573, October.
    33. 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.
    34. 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.
    35. Burak Sencer Atasoy, 2017. "Female Labour Force Participation in Turkey: The Role of Traditionalism," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 29(4), pages 675-706, August.
    36. Judith Rich & Serap Palaz, 2008. "Why Has Occupational Sex Segregation in Turkey Increased since 1975?," LABOUR, CEIS, vol. 22(1), pages 185-218, March.
    37. Kan, Elif Oznur & Tansel, Aysit, 2014. "Defining and Measuring Informality in the Turkish Labor Market," MPRA Paper 57739, University Library of Munich, Germany.
    38. Elaine Sorensen, 1990. "The Crowding Hypothesis and Comparable Worth," Journal of Human Resources, University of Wisconsin Press, vol. 25(1), pages 55-89.
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    Cited by:

    1. Duman, Anil, 2020. "Non-Standard Employment and Wage Differences across Gender: a quantile regression approach," GLO Discussion Paper Series 664, Global Labor Organization (GLO).

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    More about this item

    Keywords

    gender wage gap; segregation; within- and between-firms; glass ceiling; sticky floor;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • 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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