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STEM Occupations and the Gender Gap: What Can We Learn from Job Tasks?

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  • Speer, Jamin D.

    (University of Memphis)

Abstract

Policymakers often promote the importance of STEM jobs but are concerned about the underrepresentation of women and minorities in these jobs. However, there is no agreed-upon definition of STEM jobs. I use occupation task data from O*Net to analyze the STEM task content of occupations, drawing several conclusions. First, there is no clear, robust definition of STEM occupations, even when using task data. The occupations included are highly sensitive to the cut-offs and methods used. Second, there are a number of occupations that should clearly be considered STEM by task content but are typically not, including nurse practitioners, pharmacists, and economists. Third, the gender gap in STEM jobs depends heavily on how one defines STEM. One traditional definition shows that STEM jobs are 76% male, but most task-based definitions show gender gaps only half as large (62-65% male). Racial gaps in STEM and the earnings premium for STEM occupations (35-43%) are fairly stable across definitions. The results imply that policies promoting traditionally-defined STEM jobs can unnecessarily exclude women and draw workers away from other important occupations.

Suggested Citation

  • Speer, Jamin D., 2020. "STEM Occupations and the Gender Gap: What Can We Learn from Job Tasks?," IZA Discussion Papers 13734, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp13734
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    References listed on IDEAS

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    1. 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).
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    4. David Card & A. Abigail Payne, 2021. "High School Choices And The Gender Gap In Stem," Economic Inquiry, Western Economic Association International, vol. 59(1), pages 9-28, January.
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    7. Fernando Saltiel, 2019. "What's Math Got to Do With It? Multidimensional Ability and the Gender Gap in STEM," 2019 Meeting Papers 1201, Society for Economic Dynamics.
    8. Valerie K. Bostwick & Bruce A. Weinberg, 2022. "Nevertheless She Persisted? Gender Peer Effects in Doctoral STEM Programs," Journal of Labor Economics, University of Chicago Press, vol. 40(2), pages 397-436.
    9. Julia Manzella & Evan Totty & Gary Benedetto, 2019. "A Task-based Approach to Constructing Occupational Categories with Implications for Empirical Research in Labor Economics," Working Papers 19-27, Center for Economic Studies, U.S. Census Bureau.
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    Cited by:

    1. Speer, Jamin D., 2023. "Bye bye Ms. American Sci: Women and the leaky STEM pipeline," Economics of Education Review, Elsevier, vol. 93(C).
    2. David Dorn & Florian Schoner & Moritz Seebacher & Lisa Simon & Ludger Woessmann, 2024. "Multidimensional Skills as a Measure of Human Capital: Evidence from LinkedIn Profiles," Papers 2409.18638, arXiv.org.

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    More about this item

    Keywords

    gender gaps; STEM;

    JEL classification:

    • J01 - Labor and Demographic Economics - - General - - - Labor Economics: General
    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination

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