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Missing women in STEM occupations: The impact of university education on the gender gap in graduates' transition to work

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  • Meoli, Azzurra
  • Piva, Evila
  • Righi, Hérica

Abstract

This paper contributes to the literature on the drivers of the gender gap in STEM by focusing on a critical career juncture: the bridge between university study in STEM fields and work. We investigate the effect of selected characteristics of recent STEM graduates' university education on the difference between women and men in their likelihood of obtaining STEM occupations shortly after graduation. Using unique data on a large sample of graduates in male-dominated STEM fields, we show that a diversified university curriculum increases the likelihood of women graduates getting STEM occupations shortly after graduation, while it does not affect men. In contrast, doing internships during university studies and participating in study abroad programs reduce the likelihood of men graduates entering STEM occupations, but does not affect women. Additionally, students' graduation grades increase the probability of both women and men securing STEM occupations.

Suggested Citation

  • Meoli, Azzurra & Piva, Evila & Righi, Hérica, 2024. "Missing women in STEM occupations: The impact of university education on the gender gap in graduates' transition to work," Research Policy, Elsevier, vol. 53(8).
  • Handle: RePEc:eee:respol:v:53:y:2024:i:8:s0048733324001215
    DOI: 10.1016/j.respol.2024.105072
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    1. Giorgio Di Pietro, 2015. "Do Study Abroad Programs Enhance the Employability of Graduates?," Education Finance and Policy, MIT Press, vol. 10(2), pages 223-243, March.
    2. Delaney, Judith M. & Devereux, Paul J., 2019. "It's Not Just for Boys! Understanding Gender Differences in STEM," IZA Discussion Papers 12176, Institute of Labor Economics (IZA).
    3. Viktor A. Venhorst & Frank Cörvers, 2018. "Entry into working life: Internal migration and the job match quality of higher†educated graduates," Journal of Regional Science, Wiley Blackwell, vol. 58(1), pages 116-140, January.
    4. Renée B. Adams & Tom Kirchmaier, 2016. "Women on Boards in Finance and STEM Industries," American Economic Review, American Economic Association, vol. 106(5), pages 277-281, May.
    5. Booth, Alison & Leigh, Andrew, 2010. "Do employers discriminate by gender? A field experiment in female-dominated occupations," Economics Letters, Elsevier, vol. 107(2), pages 236-238, May.
    6. Monica Amici & Maria Lucia Stefani, 2013. "A gender equality index for the Italian regions," Questioni di Economia e Finanza (Occasional Papers) 190, Bank of Italy, Economic Research and International Relations Area.
    7. Richard Wright & Mark Ellis & Matthew Townley, 2017. "The Matching of STEM Degree Holders with STEM Occupations in Large Metropolitan Labor Markets in the United States," Economic Geography, Taylor & Francis Journals, vol. 93(2), pages 185-201, March.
    8. Hani Mansour & Daniel I. Rees & Bryson M. Rintala & Nathan N. Wozny, 2022. "The Effects of Professor Gender on the Postgraduation Outcomes of Female Students," ILR Review, Cornell University, ILR School, vol. 75(3), pages 693-715, May.
    9. Edward P. Lazear, 2004. "Balanced Skills and Entrepreneurship," American Economic Review, American Economic Association, vol. 94(2), pages 208-211, May.
    10. Hilmer, Michael J., 2002. "Student migration and institution control as screening devices," Economics Letters, Elsevier, vol. 76(1), pages 19-25, June.
    11. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    12. Colombo, Massimo G. & Piva, Evila, 2020. "Start-ups launched by recent STEM university graduates: The impact of university education on entrepreneurial entry," Research Policy, Elsevier, vol. 49(6).
    13. Adina D. Sterling & Marissa E. Thompson & Shiya Wang & Abisola Kusimo & Shannon Gilmartin & Sheri Sheppard, 2020. "The confidence gap predicts the gender pay gap among STEM graduates," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 117(48), pages 30303-30308, December.
    14. Black, Sandra E. & Muller, Chandra & Spitz-Oener, Alexandra & He, Ziwei & Hung, Koit & Warren, John Robert, 2021. "The importance of STEM: High school knowledge, skills and occupations in an era of growing inequality," Research Policy, Elsevier, vol. 50(7).
    15. Grinis, Inna, 2019. "The STEM requirements of “Non-STEM” jobs: Evidence from UK online vacancy postings," Economics of Education Review, Elsevier, vol. 70(C), pages 144-158.
    16. Adina D. Sterling & Roberto M. Fernandez, 2018. "Once in the Door: Gender, Tryouts, and the Initial Salaries of Managers," Management Science, INFORMS, vol. 64(11), pages 5444-5460, November.
    17. Catherine Buffington & Benjamin Cerf & Christina Jones & Bruce A. Weinberg, 2016. "STEM Training and Early Career Outcomes of Female and Male Graduate Students: Evidence from UMETRICS Data Linked to the 2010 Census," American Economic Review, American Economic Association, vol. 106(5), pages 333-338, May.
    18. Poot, Jacques & Roskruge, Matthew, 2013. "Internationalisation of Education and Returns in the Labour Market," IZA Discussion Papers 7696, Institute of Labor Economics (IZA).
    19. James M. Robins & Dianne M. Finkelstein, 2000. "Correcting for Noncompliance and Dependent Censoring in an AIDS Clinical Trial with Inverse Probability of Censoring Weighted (IPCW) Log-Rank Tests," Biometrics, The International Biometric Society, vol. 56(3), pages 779-788, September.
    20. Unger, Jens M. & Rauch, Andreas & Frese, Michael & Rosenbusch, Nina, 2011. "Human capital and entrepreneurial success: A meta-analytical review," Journal of Business Venturing, Elsevier, vol. 26(3), pages 341-358, May.
    21. Shiri M Breznitz & Qiantao Zhang, 2019. "Fostering the growth of student start-ups from university accelerators: an entrepreneurial ecosystem perspective," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 28(4), pages 855-873.
    22. Katherina Kuschel & Kerstin Ettl & Cristina Díaz-García & Gry Agnete Alsos, 2020. "Stemming the gender gap in STEM entrepreneurship – insights into women’s entrepreneurship in science, technology, engineering and mathematics," International Entrepreneurship and Management Journal, Springer, vol. 16(1), pages 1-15, March.
    23. Marie H. Kavanagh & Lyndal Drennan, 2008. "What skills and attributes does an accounting graduate need? Evidence from student perceptions and employer expectations," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 48(2), pages 279-300, June.
    24. Evila Piva & Paola Rovelli, 2022. "Mind the gender gap: the impact of university education on the entrepreneurial entry of female and male STEM graduates," Small Business Economics, Springer, vol. 59(1), pages 143-161, June.
    25. Lerchenmueller, Marc J. & Sorenson, Olav, 2018. "The gender gap in early career transitions in the life sciences," Research Policy, Elsevier, vol. 47(6), pages 1007-1017.
    26. Sara Poggesi & Michela Mari & Luisa Vita & Lene Foss, 2020. "Women entrepreneurship in STEM fields: literature review and future research avenues," International Entrepreneurship and Management Journal, Springer, vol. 16(1), pages 17-41, March.
    27. Devereux, Paul J. & Delaney, Judith, 2019. "Understanding Gender Differences in STEM: Evidence from College Applications," CEPR Discussion Papers 13558, C.E.P.R. Discussion Papers.
    28. Pierre Azoulay & Waverly Ding & Toby Stuart, 2009. "The Impact Of Academic Patenting On The Rate, Quality And Direction Of (Public) Research Output," Journal of Industrial Economics, Wiley Blackwell, vol. 57(4), pages 637-676, December.
    29. Potter Wickware, 1997. "Along the leaky pipeline," Nature, Nature, vol. 390(6656), pages 202-203, November.
    30. David J Deming & Kadeem Noray, 2020. "Earnings Dynamics, Changing Job Skills, and STEM Careers," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(4), pages 1965-2005.
    31. Sarah Thébaud & Maria Charles, 2018. "Segregation, Stereotypes, and STEM," Social Sciences, MDPI, vol. 7(7), pages 1-18, July.
    32. Glenn Hoetker, 2007. "The use of logit and probit models in strategic management research: Critical issues," Strategic Management Journal, Wiley Blackwell, vol. 28(4), pages 331-343, April.
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