IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp16134.html
   My bibliography  Save this paper

Cognitive Skills among Adults: An Impeding Factor for Gender Convergence?

Author

Listed:
  • Battisti, Michele

    (University of Glasgow)

  • Fedorets, Alexandra

    (DIW Berlin)

  • Kinne, Lavinia

    (DIW Berlin)

Abstract

While gender differences in labor force participation and wages have been studied extensively, gender gaps in cognitive skills among adults are not yet well understood. Using the PIAAC dataset, this paper presents novel findings on cognitive skill distributions by gender across 34 countries. Despite increasing educational equality, inequalities in numeracy skills favoring men compared to women are pervasive. These skill differences account for a sizable part of the gender wage gap. Furthermore, there are larger disadvantages for women at the top of the wage distribution, which are complemented by lower returns to skills compared to men. We also find that these numeracy-wage patterns are especially pronounced for parents and for those with the highest degree in a non-STEM field of study.

Suggested Citation

  • Battisti, Michele & Fedorets, Alexandra & Kinne, Lavinia, 2023. "Cognitive Skills among Adults: An Impeding Factor for Gender Convergence?," IZA Discussion Papers 16134, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp16134
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp16134.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Jérôme Adda & Christian Dustmann & Katrien Stevens, 2017. "The Career Costs of Children," Journal of Political Economy, University of Chicago Press, vol. 125(2), pages 293-337.
    2. Marigee P. Bacolod & Bernardo S. Blum, 2010. "Two Sides of the Same Coin: U.S. "Residual" Inequality and the Gender Gap," Journal of Human Resources, University of Wisconsin Press, vol. 45(1).
    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. Kawaguchi, Daiji & Toriyabe, Takahiro, 2022. "Measurements of skill and skill-use using PIAAC," Labour Economics, Elsevier, vol. 78(C).
    5. David H. Autor & Michael J. Handel, 2013. "Putting Tasks to the Test: Human Capital, Job Tasks, and Wages," Journal of Labor Economics, University of Chicago Press, vol. 31(S1), pages 59-96.
    6. Albrecht, James & Bronson, Mary Ann & Thoursie, Peter Skogman & Vroman, Susan, 2018. "The career dynamics of high-skilled women and men: Evidence from Sweden," European Economic Review, Elsevier, vol. 105(C), pages 83-102.
    7. M. Christl & Monika Köppl–Turyna, 2020. "Gender wage gap and the role of skills and tasks: evidence from the Austrian PIAAC data set," Applied Economics, Taylor & Francis Journals, vol. 52(2), pages 113-134, January.
    8. 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.
    9. David Autor & David Figlio & Krzysztof Karbownik & Jeffrey Roth & Melanie Wasserman, 2023. "Males at the Tails: How Socioeconomic Status Shapes the Gender Gap," The Economic Journal, Royal Economic Society, vol. 133(656), pages 3136-3152.
    10. 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.
    11. Albrecht, James & Bronson, Mary Ann & Thoursie, Peter Skogman & Vroman, Susan, 2018. "Reprint of: The career dynamics of high-skilled women and men: Evidence from Sweden," European Economic Review, Elsevier, vol. 109(C), pages 83-102.
    12. Per-Anders Edin & Magnus Gustavsson, 2008. "Time Out of Work and Skill Depreciation," ILR Review, Cornell University, ILR School, vol. 61(2), pages 163-180, January.
    13. Ortego-Marti, Victor, 2017. "Differences in skill loss during unemployment across industries and occupations," Economics Letters, Elsevier, vol. 161(C), pages 31-33.
    14. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    15. Jaime Arellano-Bover, 2022. "The Effect of Labor Market Conditions at Entry on Workers' Long-Term Skills," The Review of Economics and Statistics, MIT Press, vol. 104(5), pages 1028-1045, December.
    16. Glenn Ellison & Ashley Swanson, 2010. "The Gender Gap in Secondary School Mathematics at High Achievement Levels: Evidence from the American Mathematics Competitions," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 109-128, Spring.
    17. Contini, Dalit & Tommaso, Maria Laura Di & Mendolia, Silvia, 2017. "The gender gap in mathematics achievement: Evidence from Italian data," Economics of Education Review, Elsevier, vol. 58(C), pages 32-42.
    18. Simone Moriconi & Núria Rodriguez-Planas & Núria Rodríguez-Planas, 2021. "Gender Norms and the Motherhood Employment Gap," CESifo Working Paper Series 9471, CESifo.
    19. Claudia Goldin, 2014. "A Grand Gender Convergence: Its Last Chapter," American Economic Review, American Economic Association, vol. 104(4), pages 1091-1119, April.
    20. Carla Haelermans & Lex Borghans, 2012. "Wage Effects of On-the-Job Training: A Meta-Analysis," British Journal of Industrial Relations, London School of Economics, vol. 50(3), pages 502-528, September.
    21. Matthias Collischon, 2019. "Is There a Glass Ceiling over Germany?," German Economic Review, Verein für Socialpolitik, vol. 20(4), pages 329-359, November.
    22. Petrongolo, Barbara & Ronchi, Maddalena, 2020. "Gender gaps and the structure of local labor markets," Labour Economics, Elsevier, vol. 64(C).
    23. Speer, Jamin D., 2023. "Bye bye Ms. American Sci: Women and the leaky STEM pipeline," Economics of Education Review, Elsevier, vol. 93(C).
    24. Michael Dinerstein & Rigissa Megalokonomou & Constantine Yannelis, 2022. "Human Capital Depreciation and Returns to Experience," American Economic Review, American Economic Association, vol. 112(11), pages 3725-3762, November.
    25. Hanushek, Eric A. & Schwerdt, Guido & Wiederhold, Simon & Woessmann, Ludger, 2015. "Returns to skills around the world: Evidence from PIAAC," European Economic Review, Elsevier, vol. 73(C), pages 103-130.
    26. Joseph G. Altonji & Nicolas Williams, 2005. "Do Wages Rise with Job Seniority? A Reassessment," ILR Review, Cornell University, ILR School, vol. 58(3), pages 370-397, April.
    27. Franziska Hampf & Marc Piopiunik & Simon Wiederhold, 2020. "The Effects of Graduating from High School in a Recession: College Investments, Skill Formation, and Labor-Market Outcomes," CESifo Working Paper Series 8252, CESifo.
    28. Roland G. Fryer & Steven D. Levitt, 2010. "An Empirical Analysis of the Gender Gap in Mathematics," American Economic Journal: Applied Economics, American Economic Association, vol. 2(2), pages 210-240, April.
    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. Jonas Jessen & Lavinia Kinne & Michele Battisti, 2024. "Child Penalties in Labour Market Skills," CEPA Discussion Papers 81, Center for Economic Policy Analysis.
    2. Di Tommaso, Maria Laura & Contini, Dalit & De Rosa, Dalila & Ferrara, Francesca & Piazzalunga, Daniela & Robutti, Ornella, 2024. "Tackling the gender gap in mathematics with active learning methodologies," Economics of Education Review, Elsevier, vol. 100(C).

    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. Jonas Jessen & Lavinia Kinne & Michele Battisti, 2024. "Child Penalties in Labour Market Skills," CEPA Discussion Papers 81, Center for Economic Policy Analysis.
    2. Corekcioglu, Gozde & Francesconi, Marco & Kunze, Astrid, 2020. "Do Generous Parental Leave Policies Help Top Female Earners?," IZA Discussion Papers 13275, Institute of Labor Economics (IZA).
    3. Amano-Patiño, N. & Baron, T. & Xiao, P., 2020. "Human Capital Accumulation, Equilibrium Wage-Setting and the Life-Cycle Gender Pay Gap," Cambridge Working Papers in Economics 2010, Faculty of Economics, University of Cambridge.
    4. Corekcioglu, Gozde & Francesconi, Marco & Kunze, Astrid, 2024. "Expansions in paid parental leave and mothers’ economic progress," European Economic Review, Elsevier, vol. 169(C).
    5. Kiessling, Lukas & Pinger, Pia & Seegers, Philipp & Bergerhoff, Jan, 2024. "Gender differences in wage expectations and negotiation," Labour Economics, Elsevier, vol. 87(C).
    6. Fortin, Nicole M. & Bell, Brian & Böhm, Michael, 2017. "Top earnings inequality and the gender pay gap: Canada, Sweden, and the United Kingdom," Labour Economics, Elsevier, vol. 47(C), pages 107-123.
    7. Gashi Ardiana & Adnett Nick, 2020. "Are Women Really Paid More than Men in Kosovo? Unpicking the Evidence," South East European Journal of Economics and Business, Sciendo, vol. 15(2), pages 83-95, December.
    8. Boll Christina & Rossen Anja & Wolf André, 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.
    9. Rita Pető & Balázs Reizer, 2021. "Gender differences in the skill content of jobs," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(3), pages 825-864, July.
    10. Mary Ann Bronson & Peter Skogman Thoursie, 2017. "The Lifecycle Wage Growth of Men and Women: Explaining Gender Differences in Wage Trajectories," Working Papers gueconwpa~17-17-06, Georgetown University, Department of Economics.
    11. Das, Jishnu & Joubert, Clément, 2023. "Women in the pipeline: A dynamic decomposition of firm pay gaps," Labour Economics, Elsevier, vol. 80(C).
    12. Bonaccolto-Töpfer, Marina & Briel, Stephanie, 2022. "The gender pay gap revisited: Does machine learning offer new insights?," Labour Economics, Elsevier, vol. 78(C).
    13. Nicole M. Fortin, 2019. "Increasing earnings inequality and the gender pay gap in Canada: Prospects for convergence," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 52(2), pages 407-440, May.
    14. Menzel, Andreas & Woodruff, Christopher, 2021. "Gender wage gaps and worker mobility: Evidence from the garment sector in Bangladesh," Labour Economics, Elsevier, vol. 71(C).
    15. Assaf Rotman & Hadas Mandel, 2023. "Gender-Specific Wage Structure and the Gender Wage Gap in the U.S. Labor Market," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 165(2), pages 585-606, January.
    16. Boris Hirsch & Philipp Lentge, 2022. "Non‐base compensation and the gender pay gap," LABOUR, CEIS, vol. 36(3), pages 277-301, September.
    17. Özgür Önday, 2020. "Question of The Gender Wage Gap: Trends Across The World," Journal of Scientific Reports, IJSAB International, vol. 2(1), pages 17-31.
    18. 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.
    19. Joanna Tyrowicz & Lucas van der Velde, 2017. "When the opportunity knocks: large structural shocks and gender wage gaps," GRAPE Working Papers 2, GRAPE Group for Research in Applied Economics.
    20. Dreber, Anna & Heikensten, Emma & Säve-Söderbergh, Jenny, 2022. "Why do women ask for less?," Labour Economics, Elsevier, vol. 78(C).

    More about this item

    Keywords

    gender wage gap; skills; numeracy; PIAAC;
    All these keywords.

    JEL classification:

    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

    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:iza:izadps:dp16134. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.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.