IDEAS home Printed from https://ideas.repec.org/p/diw/diwsop/diw_sp1078.html
   My bibliography  Save this paper

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.diw.de/documents/publikationen/73/diw_01.c.788772.de/diw_sp1078.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. 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, Institute of Labor Economics (IZA).
    3. Anna Wieber & Elke Holst, 2015. "Gender Identity and Womens' Supply of Labor and Non-Market Work: Panel Data Evidence for Germany," Discussion Papers of DIW Berlin 1517, DIW Berlin, German Institute for Economic Research.
    4. 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.
    5. 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.
    6. Reinhard Schunck, 2013. "Within and between estimates in random-effects models: Advantages and drawbacks of correlated random effects and hybrid models," Stata Journal, StataCorp LP, vol. 13(1), pages 65-76, March.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. Oaxaca, Ronald L. & Choe, Chung, 2016. "Wage Decompositions Using Panel Data Sample Selection Correction," IZA Discussion Papers 10157, Institute of Labor Economics (IZA).
    12. 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.
    13. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    14. 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.
    15. 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.
    16. 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).
    17. 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).
    18. 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.
    19. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    20. 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.
    21. 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.
    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. 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.

    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. Leonora Risse & Lisa Farrell & Tim R L Fry, 2018. "Personality and pay: do gender gaps in confidence explain gender gaps in wages?," Oxford Economic Papers, Oxford University Press, vol. 70(4), pages 919-949.
    2. Sloczynski, Tymon, 2015. "Average Wage Gaps and Oaxaca–Blinder Decompositions," IZA Discussion Papers 9036, Institute of Labor Economics (IZA).
    3. Brenzel, Hanna & Laible, Marie-Christine, 2016. "Does personality matter? : the impact of the big five on the migrant and gender wage gaps," IAB-Discussion Paper 201626, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    4. Collischon & Matthias, 2018. "Can Personality Traits Explain Glass Ceilings?," SOEPpapers on Multidisciplinary Panel Data Research 965, DIW Berlin, The German Socio-Economic Panel (SOEP).
    5. Katie Meara & Francesco Pastore & Allan Webster, 2020. "The gender pay gap in the USA: a matching study," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(1), pages 271-305, January.
    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. Sloczynski, Tymon, 2018. "Average Gaps and Oaxaca's Blinder Decompositions: A Cautionary Tale about Regression Estimates of Racial Differences in Labor Market Outcomes," IZA Discussion Papers 12041, Institute of Labor Economics (IZA).
    8. Tymon Słoczyński, 2020. "Average Gaps and Oaxaca–Blinder Decompositions: A Cautionary Tale about Regression Estimates of Racial Differences in Labor Market Outcomes," ILR Review, Cornell University, ILR School, vol. 73(3), pages 705-729, May.
    9. Margarita Kiryushina & Victor Rudakov, 2021. "The Gender Gap in Early-Career Wages of Universities' and Vocational Education Institutes' Graduates," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 2, pages 172-198.
    10. Brieland, Stephanie & Töpfer, Marina, 2020. "The gender pay gap revisited: Does machine learning offer new insights?," Discussion Papers 111, Friedrich-Alexander University Erlangen-Nuremberg, Chair of Labour and Regional Economics.
    11. Vassil, Kristjan & Eamets, Raul & Mõtsmees, Pille, 2014. "Socio-demographic Model of Gender Gap in Expected and Actual Wages in Estonia," IZA Discussion Papers 8604, Institute of Labor Economics (IZA).
    12. Кирюшина М. А. & Рудаков В. Н., 2021. "Гендерные Различия В Заработной Плате Выпускников Вузов И Учреждений Спо На Начальном Этапе Карьеры," Вопросы образования // Educational Studies Moscow, National Research University Higher School of Economics, issue 2, pages 172-198.
    13. Islam, Asif M. & Amin, Mohammad, 2023. "The gender labor productivity gap across informal firms," World Development, Elsevier, vol. 167(C).
    14. Michaela Fuchs & Anja Rossen & Antje Weyh & Gabriele Wydra‐Somaggio, 2021. "Where do women earn more than men? Explaining regional differences in the gender pay gap," Journal of Regional Science, Wiley Blackwell, vol. 61(5), pages 1065-1086, November.
    15. Chen, Yiu Por (Vincent) & Zhang, Yuan, 2018. "A decomposition method on employment and wage discrimination and its application in urban China (2002–2013)," World Development, Elsevier, vol. 110(C), pages 1-12.
    16. Collischon Matthias, 2019. "Is There a Glass Ceiling over Germany?," German Economic Review, De Gruyter, vol. 20(4), pages 329-359, December.
    17. 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.
    18. Cobb-Clark, Deborah A. & Tan, Michelle, 2011. "Noncognitive skills, occupational attainment, and relative wages," Labour Economics, Elsevier, vol. 18(1), pages 1-13, January.
    19. Caliendo, Marco & Lee, Wang-Sheng & Mahlstedt, Robert, 2017. "The gender wage gap and the role of reservation wages: New evidence for unemployed workers," Journal of Economic Behavior & Organization, Elsevier, vol. 136(C), pages 161-173.
    20. 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.

    More about this item

    Keywords

    Gender Wage Gap; Correlated Random Effects; SOEP; Big Five Personality Traits; Panel Data;
    All these keywords.

    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:diw:diwsop:diw_sp1078. 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: Bibliothek (email available below). General contact details of provider: https://edirc.repec.org/data/sodiwde.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.