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Gendered Pathways: How do STEM Majors Fare in the Labor Market?

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  • Rosa Weber
  • Camilla Härtull
  • Jan Saarela

Abstract

Although research in the STEM field has extensively examined its gendered characteristics, the vast majority of the literature has concentrated on educational transitions and young adults. More limited attention has been devoted to the longer-term work-family trajectories of STEM majors, and how these are linked to gender earnings gaps. In response, we exploit Finnish register data to identify the most common work-family trajectories followed by college educated men and women with STEM majors in ages 30–40 (N=150,796). Given marked differences in gender proportions across STEM fields, we distinguish computer science and engineering majors from natural science majors. In a second step, we assess gender differences in the returns to distinct work-family trajectories and within-gender differences. We report three main findings. First, women are able to combine a career in computer science and engineering and having children. Second, across occupations, mothers earn considerably less than fathers. This suggests that even though women can combine work and family, they do not benefit in terms of earnings. Third, beyond uncovering gender gaps, we show that a major mechanism underlying parental gender gaps is that men receive notable fatherhood premiums across work trajectories. For women, findings reveal more heterogeneous patterns. Among computer science and engineering majors, women have similar earnings across trajectories. Conversely, women with natural science majors gain from working in computer science and engineering.

Suggested Citation

  • Rosa Weber & Camilla Härtull & Jan Saarela, 2024. "Gendered Pathways: How do STEM Majors Fare in the Labor Market?," Working Papers 3weaqjmbmewvndemrt6i, French Institute for Demographic Studies.
  • Handle: RePEc:idg:wpaper:3weaqjmbmewvndemrt6i
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    References listed on IDEAS

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    1. Jacob Mincer & Solomon Polachek, 1974. "Family Investments in Human Capital: Earnings of Women," NBER Chapters, in: Marriage, Family, Human Capital, and Fertility, pages 76-110, National Bureau of Economic Research, Inc.
    2. Gary Pollock, 2007. "Holistic trajectories: a study of combined employment, housing and family careers by using multiple‐sequence analysis," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 170(1), pages 167-183, January.
    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. 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.
    5. Griffith, Amanda L., 2010. "Persistence of women and minorities in STEM field majors: Is it the school that matters?," Economics of Education Review, Elsevier, vol. 29(6), pages 911-922, December.
    6. 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.
    7. Richard Williams, 2012. "Using the margins command to estimate and interpret adjusted predictions and marginal effects," Stata Journal, StataCorp LP, vol. 12(2), pages 308-331, June.
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