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The STEM leaky pipeline at labor market entry in Spain: The role of job competition and social origin

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  • Valdés, Manuel T.
  • Solga, Heike

Abstract

The underrepresentation of women in STEM (Science, Technology, Engineering, and Mathematics) majors is well documented. Using high-quality Spanish data, this study examines whether female STEM graduates are less likely to pursue STEM careers than their male counterparts and considers the moderating role of labor market conditions and social origin. We find a pronounced gender effect in initial and subsequent job placement (4–5 years after graduation). Notably, female STEM graduates are less likely to work in STEM occupations, even if they started their careers in STEM. Exploiting the significant impact of the Great Recession on the Spanish labor market, our study reveals a significantly larger gender effect among individuals who graduated during the crisis compared to those who graduated during the subsequent economic recovery. Thus, job competition influences the magnitude of the gender effect. Finally, our intersectional analysis of gender and social origin suggests that the gender difference is larger among STEM graduates from low-SES backgrounds.

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  • Valdés, Manuel T. & Solga, Heike, 2024. "The STEM leaky pipeline at labor market entry in Spain: The role of job competition and social origin," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 124, pages 1-17.
  • Handle: RePEc:zbw:espost:310005
    DOI: 10.1016/j.ssresearch.2024.103092
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    1. Thomas Breda & Julien Grenet & Marion Monnet & Clémentine van Effenterre, 2023. "How Effective are Female Role Models in Steering Girls Towards Stem? Evidence from French High Schools," Post-Print hal-04012314, HAL.
    2. Emilia Del Bono & Greta Morando, 2022. "For some, luck matters more: the impact of the great recession on the early careers of graduates from different socio-economic backgrounds [Cashier or consultant? Entry labor market conditions, fie," Oxford Economic Papers, Oxford University Press, vol. 74(3), pages 869-893.
    3. Judith M. Delaney & Paul J. Devereux, 2022. "Gender Differences in STEM Persistence after Graduation," Economica, London School of Economics and Political Science, vol. 89(356), pages 862-883, October.
    4. Michael Grätz, 2022. "When less conditioning provides better estimates: overcontrol and endogenous selection biases in research on intergenerational mobility," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(5), pages 3769-3793, October.
    5. Joseph G. Altonji & Lisa B. Kahn & Jamin D. Speer, 2016. "Cashier or Consultant? Entry Labor Market Conditions, Field of Study, and Career Success," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 361-401.
    6. Hannes Schwandt & Till von Wachter, 2019. "Unlucky Cohorts: Estimating the Long-Term Effects of Entering the Labor Market in a Recession in Large Cross-Sectional Data Sets," Journal of Labor Economics, University of Chicago Press, vol. 37(S1), pages 161-198.
    7. Kai Barron & Ruth Ditlmann & Stefan Gehrig & Sebastian Schweighofer-Kodritsch, 2025. "Explicit and Implicit Belief-Based Gender Discrimination: A Hiring Experiment," Management Science, INFORMS, vol. 71(2), pages 1600-1622, February.
    8. Mariona Lozano & Qi Cui & Albert Esteve & Ryouhei Mogi & Diederik Boertien, 2024. "Lowest low fertility in Spain: Insights from the 2018 Spanish Fertility Survey," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 51(19), pages 625-636.
    9. Thomas Breda & Julien Grenet & Marion Monnet & Clémentine van Effenterre, 2023. "How Effective are Female Role Models in Steering Girls Towards Stem? Evidence from French High Schools," PSE-Ecole d'économie de Paris (Postprint) hal-04012314, HAL.
    10. Ganzeboom, H.B.G. & de Graaf, P.M. & Treiman, D.J. & de Leeuw, J., 1992. "A standard international socio-economic index of occupational status," WORC Paper 92.01.001/1, Tilburg University, Work and Organization Research Centre.
    11. Thomas Breda & Julien Grenet & Marion Monnet & Clémentine Van Effenterre, 2023. "How Effective are Female Role Models in Steering Girls Towards STEM? Evidence from French High Schools," The Economic Journal, Royal Economic Society, vol. 133(653), pages 1773-1809.
    12. Montmarquette, Claude & Cannings, Kathy & Mahseredjian, Sophie, 2002. "How do young people choose college majors?," Economics of Education Review, Elsevier, vol. 21(6), pages 543-556, December.
    13. Yonghong Xu, 2015. "Focusing on Women in STEM: A Longitudinal Examination of Gender-Based Earning Gap of College Graduates," The Journal of Higher Education, Taylor & Francis Journals, vol. 86(4), pages 489-523, July.
    14. Basit Zafar, 2013. "College Major Choice and the Gender Gap," Journal of Human Resources, University of Wisconsin Press, vol. 48(3), pages 545-595.
    15. Legewie, Joscha & DiPrete, Thomas A., 2014. "The High School Environment and the Gender Gap in Science and Engineering," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 87(4), pages 259-280.
    16. Barbara Zimmermann & Simon Seiler, 2019. "The Relationship between Educational Pathways and Occupational Outcomes at the Intersection of Gender and Social Origin," Social Inclusion, Cogitatio Press, vol. 7(3), pages 79-94.
    17. Philip Oreopoulos & Till von Wachter & Andrew Heisz, 2012. "The Short- and Long-Term Career Effects of Graduating in a Recession," American Economic Journal: Applied Economics, American Economic Association, vol. 4(1), pages 1-29, January.
    18. Lozano, Mariona & Esteve, Albert & Boertien, Diederik & Mogi, Ryohei & Cui, Qi, 2024. "Lowest low fertility in Spain: insights from the 2018 Spanish Fertility Survey," LSE Research Online Documents on Economics 125484, London School of Economics and Political Science, LSE Library.
    19. Speer, Jamin D., 2023. "Bye bye Ms. American Sci: Women and the leaky STEM pipeline," Economics of Education Review, Elsevier, vol. 93(C).
    20. Albert Esteve & Christine R. Schwartz & Jan Bavel & Iñaki Permanyer & Martin Klesment & Joan García-Román, 2016. "The End of Hypergamy: Global Trends and Implications," Population and Development Review, The Population Council, Inc., vol. 42(4), pages 615-625, December.
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