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What Drives the Gender Wage Gap? Examining the Roles of Sorting, Productivity Differences, and Discrimination

Author

Listed:
  • Sin, Isabelle

    (Motu Economic and Public Policy Research Trust)

  • Stillman, Steven

    (Free University of Bozen/Bolzano)

  • Fabling, Richard

    (Independent Researcher)

Abstract
As in other OECD countries, women in New Zealand earn substantially less than men with similar observable characteristics. In this paper, we use a decade of annual wage and productivity data from New Zealand's Linked Employer-Employee Database to examine different explanations for this gender wage gap. Sorting by gender at either the industry or firm level explains less than one-fifth of the overall wage gap. Gender differences in productivity within firms also explain little of the difference seen in wages. The relationships between the gender wage-productivity gap and both age and tenure are inconsistent with statistical discrimination being an important explanatory factor for the remaining differences in wages. Relating across industry and over time variation in the gender wage-productivity gap to industry-year variation in worker skills, and product market and labor market competition, we find evidence that is consistent with taste discrimination being important for explaining the overall gender wage gap. Explanations based on gender differences in bargaining power are less consistent with our findings.

Suggested Citation

  • Sin, Isabelle & Stillman, Steven & Fabling, Richard, 2017. "What Drives the Gender Wage Gap? Examining the Roles of Sorting, Productivity Differences, and Discrimination," IZA Discussion Papers 10975, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp10975
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    References listed on IDEAS

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    1. Hellerstein, Judith K & Neumark, David, 1999. "Sex, Wages, and Productivity: An Empirical Analysis of Israeli Firm-Level Data," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(1), pages 95-123, February.
    2. Audra J. Bowlus & Zvi Eckstein, 2002. "Discrimination and Skill Differences in an Equilibrium Search Model," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(4), pages 1309-1345, November.
    3. Luca Flabbi, 2010. "Gender Discrimination Estimation In A Search Model With Matching And Bargaining," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 51(3), pages 745-783, August.
    4. Deborah J. Anderson & Melissa Binder & Kate Krause, 2002. "The Motherhood Wage Penalty: Which Mothers Pay It and Why?," American Economic Review, American Economic Association, vol. 92(2), pages 354-358, May.
    5. Brenzel, Hanna & Gartner, Hermann & Schnabel, Claus, 2014. "Wage bargaining or wage posting? Evidence from the employers' side," Labour Economics, Elsevier, vol. 29(C), pages 41-48.
    6. Claudia Olivetti & Barbara Petrongolo, 2016. "The Evolution of Gender Gaps in Industrialized Countries," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 405-434, October.
    7. Lewis Evans & Arthur Grimes & Bryce Wilkinson, 1996. "Economic Reform in New Zealand 1984-95: The Pursuit of Efficiency," Journal of Economic Literature, American Economic Association, vol. 34(4), pages 1856-1902, December.
    8. 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.
    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. Marianne Bertrand & Emir Kamenica & Jessica Pan, 2015. "Gender Identity and Relative Income within Households," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(2), pages 571-614.
    11. Ghazala Azmat & Rosa Ferrer, 2017. "Gender Gaps in Performance: Evidence from Young Lawyers," Journal of Political Economy, University of Chicago Press, vol. 125(5), pages 1306-1355.
    12. Black, Dan A, 1995. "Discrimination in an Equilibrium Search Model," Journal of Labor Economics, University of Chicago Press, vol. 13(2), pages 309-333, April.
    13. Francine D. Blau & Lawrence M. Kahn, 2000. "Gender Differences in Pay," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 75-99, Fall.
    14. Mario Macis & Fabiano Schivardi, 2016. "Exports and Wages: Rent Sharing, Workforce Composition, or Returns to Skills?," Journal of Labor Economics, University of Chicago Press, vol. 34(4), pages 945-978.
    15. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    16. Joseph Mercante & Penny Mok, 2014. "Estimation of Labour Supply in New Zealand," Treasury Working Paper Series 14/08, New Zealand Treasury.
    17. Martha J. Bailey & Brad Hershbein & Amalia R. Miller, 2012. "The Opt-In Revolution? Contraception and the Gender Gap in Wages," American Economic Journal: Applied Economics, American Economic Association, vol. 4(3), pages 225-254, July.
    18. Boris Hirsch & Michael Oberfichtner & Claus Schnabel, 2014. "The levelling effect of product market competition on gender wage discrimination," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 3(1), pages 1-14, December.
    19. Richard Fabling & David C Maré, 2015. "Production function estimation using New Zealand’s Longitudinal Business Database," Working Papers 15_15, Motu Economic and Public Policy Research.
    20. Hellerstein, Judith K & Neumark, David & Troske, Kenneth R, 1999. "Wages, Productivity, and Worker Characteristics: Evidence from Plant-Level Production Functions and Wage Equations," Journal of Labor Economics, University of Chicago Press, vol. 17(3), pages 409-446, July.
    21. David C. Maré & Dean R. Hyslop & Richard Fabling, 2017. "Firm productivity growth and skill," New Zealand Economic Papers, Taylor & Francis Journals, vol. 51(3), pages 302-326, September.
    22. Uri Gneezy & Kenneth L. Leonard & John A. List, 2009. "Gender Differences in Competition: Evidence From a Matrilineal and a Patriarchal Society," Econometrica, Econometric Society, vol. 77(5), pages 1637-1664, September.
    23. Claudia Olivetti & Barbara Petrongolo, 2016. "The Evolution of Gender Gaps in Industrialized Countries," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 405-434, October.
    24. Richard Fabling & David C Maré, 2015. "Addressing the absence of hours information in linked employer-employee data," Working Papers 15_17, Motu Economic and Public Policy Research.
    25. Nikolay Angelov & Per Johansson & Erica Lindahl, 2016. "Parenthood and the Gender Gap in Pay," Journal of Labor Economics, University of Chicago Press, vol. 34(3), pages 545-579.
    26. McLaughlin, Kenneth J, 1994. "Rent Sharing in an Equilibrium Model of Matching and Turnover," Journal of Labor Economics, University of Chicago Press, vol. 12(4), pages 499-523, October.
    27. Claudia Goldin, 2014. "A Grand Gender Convergence: Its Last Chapter," American Economic Review, American Economic Association, vol. 104(4), pages 1091-1119, April.
    28. Sandra E. Black & Philip E. Strahan, 2001. "The Division of Spoils: Rent-Sharing and Discrimination in a Regulated Industry," American Economic Review, American Economic Association, vol. 91(4), pages 814-831, September.
    29. Anja Heinze & Elke Wolf, 2010. "The intra-firm gender wage gap: a new view on wage differentials based on linked employer–employee data," Journal of Population Economics, Springer;European Society for Population Economics, vol. 23(3), pages 851-879, June.
    30. Richard Fabling, 2011. "Keeping it Together: Tracking Firms on New Zealand’s Longitudinal Business Database," Working Papers 11_01, Motu Economic and Public Policy Research.
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    Citations

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    Cited by:

    1. Christine Wiedman, 2020. "Rewarding Collaborative Research: Role Congruity Bias and the Gender Pay Gap in Academe," Journal of Business Ethics, Springer, vol. 167(4), pages 793-807, December.
    2. Richard Fabling & Arthur Grimes, 2019. "Ultra-fast broadband, skill complementarities, gender and wages," Working Papers 19_23, Motu Economic and Public Policy Research.
    3. Strittmatter, Anthony & Wunsch, Conny, 2021. "The Gender Pay Gap Revisited with Big Data: Do Methodological Choices Matter?," Working papers 2021/05, Faculty of Business and Economics - University of Basel.
    4. Jiang Li & Benoit Dostie & Gäelle Simard-Duplain, 2020. "What is the Role of Firm-Specific Pay Policies on the Gender Earnings Gap in Canada?," CIRANO Working Papers 2020s-67, CIRANO.
    5. Corey Allan & David C Maré, 2021. "Do workers share in firm success? Pass-through estimates for New Zealand," Working Papers 21_15, Motu Economic and Public Policy Research.
    6. Moeeni, Safoura & Wei, Feng, 2022. "The labor market returns to unobserved skills: Evidence from a gender quota," CLEF Working Paper Series 53, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    7. Fanfani, Bernardo, 2022. "Tastes for discrimination in monopsonistic labour markets," Labour Economics, Elsevier, vol. 75(C).
    8. Benny, Liza & Bhalotra, Sonia & Fernández, Manuel, 2021. "Occupation flexibility and the graduate gender wage gap in the UK," ISER Working Paper Series 2021-05, Institute for Social and Economic Research.
    9. Izaskun Barba & Belen Iraizoz, 2020. "Effect of the Great Crisis on Sectoral Female Employment in Europe: A Structural Decomposition Analysis," Economies, MDPI, vol. 8(3), pages 1-24, August.
    10. Isabelle Sin & Bronwyn Bruce-Brand, 2019. "Is the pay of medical specialists in New Zealand gender biased?," Working Papers 19_21, Motu Economic and Public Policy Research.
    11. Lamprea-Barragan, T. C & García- Suaza, A. F., 2021. "Decomposing the Gender Pay Gap in Colombia: Do Industry and Occupation Matter?," Documentos de Trabajo 19437, Universidad del Rosario.
    12. Shakked Noy & Isabelle Sin, 2021. "The Drivers of Mothers’ Parental Leave Decisions: Evidence from the Growing Up in New Zealand longitudinal survey," Working Papers 21_08, Motu Economic and Public Policy Research.

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    More about this item

    Keywords

    gender wage gap; discrimination; sorting; productivity; competition;
    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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