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Gender differences in wage expectations: the role of biased beliefs

Author

Listed:
  • Stephanie Briel

    (University of Hohenheim)

  • Aderonke Osikominu

    (University of Hohenheim
    CEPR
    CESifo
    IZA)

  • Gregor Pfeifer

    (CESifo
    IZA
    University of Sydney)

  • Mirjam Reutter

    (European University Institute)

  • Sascha Satlukal

    (University of Hohenheim)

Abstract

We analyze gender differences in expected starting salaries along the wage expectations distribution of prospective university students in Germany, using elicited beliefs about both own salaries and salaries for average other students in the same field. Unconditional and conditional quantile regressions show 5–15% lower wage expectations for females. At all percentiles considered, the gender gap is more pronounced in the distribution of expected own salary than in the distribution of wages expected for average other students. Decomposition results show that biased beliefs about the own earnings potential relative to others and about average salaries play a major role in explaining the gender gap in wage expectations for oneself.

Suggested Citation

  • Stephanie Briel & Aderonke Osikominu & Gregor Pfeifer & Mirjam Reutter & Sascha Satlukal, 2022. "Gender differences in wage expectations: the role of biased beliefs," Empirical Economics, Springer, vol. 62(1), pages 187-212, January.
  • Handle: RePEc:spr:empeco:v:62:y:2022:i:1:d:10.1007_s00181-021-02044-0
    DOI: 10.1007/s00181-021-02044-0
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    1. Carl Magnus Bjuggren & Niklas Elert, 2019. "Gender differences in optimism," Applied Economics, Taylor & Francis Journals, vol. 51(47), pages 5160-5173, October.
    2. Lukas Kiessling & Pia Pinger & Philipp Seegers & Jan Bergerhoff, 2019. "Gender Differences in Wage Expectations: Sorting, Children, and Negotiation Styles," CESifo Working Paper Series 7827, CESifo.
    3. Thomas Astebro & Holger Herz & Ramana Nanda & Roberto A. Weber, 2014. "Seeking the Roots of Entrepreneurship: Insights from Behavioral Economics," Journal of Economic Perspectives, American Economic Association, vol. 28(3), pages 49-70, Summer.
    4. Antonczyk, Dirk & Fitzenberger, Bernd & Sommerfeld, Katrin, 2010. "Rising wage inequality, the decline of collective bargaining, and the gender wage gap," Labour Economics, Elsevier, vol. 17(5), pages 835-847, October.
    5. Jacobsen, Ben & Lee, John B. & Marquering, Wessel & Zhang, Cherry Y., 2014. "Gender differences in optimism and asset allocation," Journal of Economic Behavior & Organization, Elsevier, vol. 107(PB), pages 630-651.
    6. Baker, Rachel & Bettinger, Eric & Jacob, Brian & Marinescu, Ioana, 2018. "The Effect of Labor Market Information on Community College Students’ Major Choice," Economics of Education Review, Elsevier, vol. 65(C), pages 18-30.
    7. Basit Zafar, 2013. "College Major Choice and the Gender Gap," Journal of Human Resources, University of Wisconsin Press, vol. 48(3), pages 545-595.
    8. Ana Fernandes & Martin Huber & Giannina Vaccaro, 2021. "Gender differences in wage expectations," PLOS ONE, Public Library of Science, vol. 16(6), pages 1-24, June.
    9. Ernesto Reuben & Matthew Wiswall & Basit Zafar, 2017. "Preferences and Biases in Educational Choices and Labour Market Expectations: Shrinking the Black Box of Gender," Economic Journal, Royal Economic Society, vol. 127(604), pages 2153-2186, September.
    10. Collischon Matthias, 2019. "Is There a Glass Ceiling over Germany?," German Economic Review, De Gruyter, vol. 20(4), pages 329-359, December.
    11. Doris Weichselbaumer & Rudolf Winter‐Ebmer, 2005. "A Meta‐Analysis of the International Gender Wage Gap," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 479-511, July.
    12. Filippin, Antonio & Ichino, Andrea, 2005. "Gender wage gap in expectations and realizations," Labour Economics, Elsevier, vol. 12(1), pages 125-145, February.
    13. Melly, Blaise, 2005. "Decomposition of differences in distribution using quantile regression," Labour Economics, Elsevier, vol. 12(4), pages 577-590, August.
    14. 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.
    15. Stefan Klößner & Gregor Pfeifer, 2019. "The Importance of Tax Adjustments When Evaluating Wage Expectations," Scandinavian Journal of Economics, Wiley Blackwell, vol. 121(2), pages 578-605, April.
    16. Webbink, Dinand & Hartog, Joop, 2004. "Can students predict starting salaries? Yes!," Economics of Education Review, Elsevier, vol. 23(2), pages 103-113, April.
    17. Francesconi, Marco & Parey, Matthias, 2018. "Early gender gaps among university graduates," European Economic Review, Elsevier, vol. 109(C), pages 63-82.
    18. Matthew Wiswall & Basit Zafar, 2015. "How Do College Students Respond to Public Information about Earnings?," Journal of Human Capital, University of Chicago Press, vol. 9(2), pages 117-169.
    19. 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.
    20. Matthew Wiswall & Basit Zafar, 2018. "Preference for the Workplace, Investment in Human Capital, and Gender," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(1), pages 457-507.
    21. Stacy Berg Dale & Alan B. Krueger, 2002. "Estimating the Payoff to Attending a More Selective College: An Application of Selection on Observables and Unobservables," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(4), pages 1491-1527.
    22. Sergio P. Firpo & Nicole M. Fortin & Thomas Lemieux, 2018. "Decomposing Wage Distributions Using Recentered Influence Function Regressions," Econometrics, MDPI, vol. 6(2), pages 1-40, May.
    23. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    24. Muriel Niederle & Lise Vesterlund, 2007. "Do Women Shy Away From Competition? Do Men Compete Too Much?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1067-1101.
    25. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    26. 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.
    27. Aderonke Osikominu & Volker Grossmann & Marius Osterfeld, 2020. "Sociocultural background and choice of STEM majors at university," Oxford Economic Papers, Oxford University Press, vol. 72(2), pages 347-369.
    28. Kai Duttle, 2016. "Cognitive Skills And Confidence: Interrelations With Overestimation, Overplacement And Overprecision," Bulletin of Economic Research, Wiley Blackwell, vol. 68(S1), pages 42-55, December.
    29. Julian R. Betts, 1996. "What Do Students Know about Wages? Evidence from a Survey of Undergraduates," Journal of Human Resources, University of Wisconsin Press, vol. 31(1), pages 27-56.
    30. Larrick, Richard P. & Burson, Katherine A. & Soll, Jack B., 2007. "Social comparison and confidence: When thinking you're better than average predicts overconfidence (and when it does not)," Organizational Behavior and Human Decision Processes, Elsevier, vol. 102(1), pages 76-94, January.
    31. Robert Jensen, 2010. "The (Perceived) Returns to Education and the Demand for Schooling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(2), pages 515-548.
    32. Peter Arcidiacono & V. Joseph Hotz & Arnaud Maurel & Teresa Romano, 2020. "Ex Ante Returns and Occupational Choice," Journal of Political Economy, University of Chicago Press, vol. 128(12), pages 4475-4522.
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    Cited by:

    1. Lukas Kiessling & Pia Pinger & Philipp Seegers & Jan Bergerhoff, 2023. "Gender Differences in Wage Expectations and Negotiation," ECONtribute Discussion Papers Series 268, University of Bonn and University of Cologne, Germany.
    2. Adamecz-Völgyi, Anna & Shure, Nikki, 2022. "The gender gap in top jobs – The role of overconfidence," Labour Economics, Elsevier, vol. 79(C).
    3. Lukas Kiessling & Pia Pinger & Philipp Seegers & Jan Bergerhoff, 2024. "Gender Differences in Wage Expectations and Negotiation," CRC TR 224 Discussion Paper Series crctr224_2024_496, University of Bonn and University of Mannheim, Germany.
    4. Lukas Kiessling & Pia Pinger & Philipp Seegers & Jan Bergerhoff, 2023. "Gender Differences in Wage Expectations and Negotiation," CESifo Working Paper Series 10838, CESifo.
    5. Ana Fernandes & Martin Huber & Giannina Vaccaro, 2021. "Gender differences in wage expectations," PLOS ONE, Public Library of Science, vol. 16(6), pages 1-24, June.
    6. Bonaccolto-Töpfer, Marina & Briel, Stephanie, 2022. "The gender pay gap revisited: Does machine learning offer new insights?," Labour Economics, Elsevier, vol. 78(C).
    7. Bernd Fitzenberger & Roger Koenker & José Machado & Blaise Melly, 2022. "Economic applications of quantile regression 2.0," Empirical Economics, Springer, vol. 62(1), pages 1-6, January.
    8. Koşar, Gizem & van der Klaauw, Wilbert, 2023. "Workers' Perceptions of Earnings Growth and Employment Risk," IZA Discussion Papers 16013, Institute of Labor Economics (IZA).
    9. Maria A. Cattaneo, 2022. "What wages do people expect for vocational and academic education backgrounds in Switzerland?," Economics of Education Working Paper Series 0197, University of Zurich, Department of Business Administration (IBW).

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    More about this item

    Keywords

    Gender pay gap; Wage expectations; Biased beliefs; Decomposition analysis; Conditional quantile regression; Unconditional quantile regression (RIF regression);
    All these keywords.

    JEL classification:

    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • D84 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Expectations; Speculations
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models

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