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Gender-Specific Personality Traits and Their Effects on the Gender Wage Gap: A Correlated Random Effects Approach using SOEP Data

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  • Sina Otten

Abstract

Using longitudinal data from the German Socio-Economic Panel (SOEP), this article examines whether gender wage differentials occur due to differences in prototypical personality traits of women and men and provides the first application of a gender wage gap decomposition on the basis of a correlated random effects model. Main results show that agreeableness and openness are the most important personality traits in explaining wages and wage differentials. Openness has a positive effect and agreeableness has a negative effect on earnings for men, while the opposite effects are found for women. Concerning the gender wage gap, analyses show that although gender differences in openness and agreeableness explain small parts of the gap, gender differences in the returns of agreeableness and openness are larger.

Suggested Citation

  • Sina Otten, 2020. "Gender-Specific Personality Traits and Their Effects on the Gender Wage Gap: A Correlated Random Effects Approach using SOEP Data," SOEPpapers on Multidisciplinary Panel Data Research 1078, DIW Berlin, The German Socio-Economic Panel (SOEP).
  • Handle: RePEc:diw:diwsop:diw_sp1078
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    1. 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.
    2. Anne Busch & Elke Holst, 2009. "Glass Ceiling Effect and Earnings: The Gender Pay Gap in Managerial Positions in Germany," Discussion Papers of DIW Berlin 905, DIW Berlin, German Institute for Economic Research.
    3. Liu, Leigh Anne & Friedman, Raymond A. & Chi, Shu-cheng, 2005. "‘Ren Qing” versus the ‘Big Five’ The Role of Culturally Sensitive Measures of Individual Difference in Distributive Negotiations," Management and Organization Review, Cambridge University Press, vol. 1(2), pages 225-247, July.
    4. Ben Jann, 2008. "A Stata implementation of the Blinder-Oaxaca decomposition," ETH Zurich Sociology Working Papers 5, ETH Zurich, Chair of Sociology, revised 14 May 2008.
    5. Guido Heineck, 2011. "Does it Pay to Be Nice? Personality and Earnings in the United Kingdom," ILR Review, Cornell University, ILR School, vol. 64(5), pages 1020-1038, October.
    6. Busch, Anne & Holst, Elke, 2011. "Gender-Specific Occupational Segregation, Glass Ceiling Effects, and Earnings in Managerial Positions: Results of a Fixed Effects Model," IZA Discussion Papers 5448, IZA Network @ LISER.
    7. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    8. Oaxaca, Ronald L. & Choe, Chung, 2016. "Wage Decompositions Using Panel Data Sample Selection Correction," IZA Discussion Papers 10157, IZA Network @ LISER.
    9. Wieber, Anna & Holst, Elke, 2015. "Gender Identity and Women's Supply of Labor and Non-Market Work: Panel Data Evidence for Germany," IZA Discussion Papers 9471, IZA Network @ LISER.
    10. 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.
    11. 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.
    12. Sander Hoogendoorn & Hessel Oosterbeek & Mirjam van Praag, 2013. "The Impact of Gender Diversity on the Performance of Business Teams: Evidence from a Field Experiment," Management Science, INFORMS, vol. 59(7), pages 1514-1528, July.
    13. Reinhard Schunck, 2013. "Within and between estimates in random-effects models: Advantages and drawbacks of correlated random effects and hybrid models," Stata Journal, StataCorp LLC, vol. 13(1), pages 65-76, March.
    14. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66(4), pages 281-281.
    15. Solomon W. Polachek & Jun Xiang, 2009. "The Gender Pay Gap across Countries: A Human Capital Approach," SOEPpapers on Multidisciplinary Panel Data Research 227, DIW Berlin, The German Socio-Economic Panel (SOEP).
    16. Nicole M. Fortin, 2008. "The Gender Wage Gap among Young Adults in the United States: The Importance of Money versus People," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    17. 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.
    18. 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.
    19. Gary S. Becker, 1975. "Human Capital: A Theoretical and Empirical Analysis, with Special Reference to Education, Second Edition," NBER Books, National Bureau of Economic Research, Inc, number beck75-1.
    20. Gerrit Mueller & Erik Plug, 2006. "Estimating the Effect of Personality on Male and Female Earnings," ILR Review, Cornell University, ILR School, vol. 60(1), pages 3-22, October.
    21. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
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    Cited by:

    1. José-Ignacio Antón & Rafael Grande & Rafael Muñoz de Bustillo & Fernando Pinto, 2023. "Gender Gaps in Working Conditions," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 166(1), pages 53-83, February.
    2. Melchior Vella, 2024. "The relationship between the Big Five personality traits and earnings: Evidence from a meta‐analysis," Bulletin of Economic Research, Wiley Blackwell, vol. 76(3), pages 685-712, July.

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