IDEAS home Printed from https://ideas.repec.org/p/cdf/wpaper/2019-7.html
   My bibliography  Save this paper

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

Author

Listed:

Abstract

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.

Suggested Citation

  • 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
    as

    Download full text from publisher

    File URL: http://carbsecon.com/wp/E2019_7.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    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. 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.
    3. Guner, Duygu & Uysal, Gokce, 2014. "Culture, Religiosity and Female Labor Supply," IZA Discussion Papers 8132, Institute of Labor Economics (IZA).
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. Kan, Elif Oznur & Tansel, Aysit, 2014. "Defining and Measuring Informality in the Turkish Labor Market," MPRA Paper 57739, University Library of Munich, Germany.
    9. 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.
    10. 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.
    11. 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.
    12. Akhmedjonov, Alisher, 2012. "New evidence on pay gap between men and women in Turkey," Economics Letters, Elsevier, vol. 117(1), pages 32-34.
    13. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    14. World Bank, 2009. "Female Labor Force Participation in Turkey : Trends, Determinants and Policy Framework," World Bank Publications - Reports 13249, The World Bank Group.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    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. 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.
    23. World Bank, 2000. "Turkey : Economic Reforms, Living Standards and Social Welfare Study," World Bank Publications - Reports 15138, The World Bank Group.
    24. 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.
    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. Meng, Xin, 2004. "Gender earnings gap: the role of firm specific effects," Labour Economics, Elsevier, vol. 11(5), pages 555-573, October.
    27. 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.
    28. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    29. 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.
    30. 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.
    31. 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.
    32. 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.
    33. 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.
    34. 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.
    35. Judith Rich & Serap Palaz, 2008. "Why Has Occupational Sex Segregation in Turkey Increased since 1975?," LABOUR, CEIS, vol. 22(1), pages 185-218, March.
    36. Kan, Elif Oznur & Tansel, Aysit, 2014. "Defining and Measuring Informality in the Turkish Labor Market," MPRA Paper 57739, University Library of Munich, Germany.
    37. Elaine Sorensen, 1990. "The Crowding Hypothesis and Comparable Worth," Journal of Human Resources, University of Wisconsin Press, vol. 25(1), pages 55-89.
    38. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    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. Duman, Anil, 2020. "Non-Standard Employment and Wage Differences across Gender: a quantile regression approach," GLO Discussion Paper Series 664, Global Labor Organization (GLO).

    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. 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.
    2. 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.
    3. 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.
    4. Avinno Faruk, 2021. "Analysing the glass ceiling and sticky floor effects in Bangladesh: evidence, extent and elements," SN Business & Economics, Springer, vol. 1(9), pages 1-23, September.
    5. Casarico, A. & Lattanzio, S., 2019. "What Firms Do: Gender Inequality in Linked Employer-Employee Data," Cambridge Working Papers in Economics 1966, Faculty of Economics, University of Cambridge.
    6. Heinze, Anja, 2010. "Beyond the mean gender wage gap: Decomposition of differences in wage distributions using quantile regression," ZEW Discussion Papers 10-043, ZEW - Leibniz Centre for European Economic Research.
    7. Astrid Kunze, 2008. "Gender wage gap studies: consistency and decomposition," Empirical Economics, Springer, vol. 35(1), pages 63-76, August.
    8. Collischon Matthias, 2019. "Is There a Glass Ceiling over Germany?," German Economic Review, De Gruyter, vol. 20(4), pages 329-359, December.
    9. Böheim, René & Himpele, Klemens & Mahringer, Helmut & Zulehner, Christine, 2013. "The distribution of the gender wage gap in Austria : evidence from matched employer-employee data and tax records," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 46(1), pages 19-34.
    10. Francine D. Blau & Lawrence M. Kahn, 2006. "The U.S. Gender Pay Gap in the 1990S: Slowing Convergence," ILR Review, Cornell University, ILR School, vol. 60(1), pages 45-66, October.
    11. Kaya, Ezgi, 2017. "Quantile regression and the gender wage gap: Is there a glass ceiling in the Turkish labor market?," Cardiff Economics Working Papers E2017/5, Cardiff University, Cardiff Business School, Economics Section.
    12. Böheim, René & Himpele, Klemens & Mahringer, Helmut & Zulehner, Christine, 2013. "The distribution of the gender wage gap in Austria : evidence from matched employer-employee data and tax records," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 46(1), pages 19-34.
    13. Arda Aktas & Gokce Uysal, 2011. "Explaining the Gender Wage Gap in Turkey Using the Wage Structure Survey," Working Papers 005, Bahcesehir University, Betam, revised Mar 2012.
    14. Boll Christina & Wolf André & Rossen Anja, 2017. "The EU Gender Earnings Gap: Job Segregation and Working Time as Driving Factors," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 237(5), pages 407-452, October.
    15. René Böheim & Klemens Himpele & Helmut Mahringer & Christine Zulehner, 2013. "The distribution of the gender wage gap in Austria: evidence from matched employer-employee data and tax records [Eine Auswertung von Steuer- und Sozialversicherungsdaten zur Untersuchung der Verte," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 46(1), pages 19-34, March.
    16. 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.
    17. Arceo-Gómez, Eva O. & Campos-Vázquez, Raymundo M., 2014. "Evolución de la brecha salarial de género en México," El Trimestre Económico, Fondo de Cultura Económica, vol. 0(323), pages .619-653, julio-sep.
    18. HARA Hiromi, 2016. "Glass Ceilings or Sticky Floors? An analysis of the gender wage gap across the wage distribution in Japan," Discussion papers 16099, Research Institute of Economy, Trade and Industry (RIETI).
    19. Bedaso, Fenet Jima, 2024. "Occupational Segregation and the Gender Wage Gap: Evidence from Ethiopia," GLO Discussion Paper Series 1393, Global Labor Organization (GLO).
    20. Forth, John & Theodoropoulos, Nikolaos, 2022. "Earnings Discrimination in the Workplace," IZA Discussion Papers 15357, Institute of Labor Economics (IZA).

    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

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:cdf:wpaper:2019/7. 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: Yongdeng Xu (email available below). General contact details of provider: https://edirc.repec.org/data/ecscfuk.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.