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Equilibrium Grading Policies With Implications for Female Interest in STEM Courses

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  • Tom Ahn
  • Peter Arcidiacono
  • Amy Hopson
  • James Thomas

Abstract

We show that stricter grading policies in STEM courses reduce STEM enrollment, especially for women. We estimate a model of student demand for courses and optimal effort choices given professor grading policies. Grading policies are treated as equilibrium objects that in part depend on student demand for courses. Differences in demand for STEM and non‐STEM courses explain much of why STEM classes give lower grades. Restrictions on grading policies that equalize average grades across classes reduce the STEM gender gap and increase overall enrollment in STEM classes.

Suggested Citation

  • Tom Ahn & Peter Arcidiacono & Amy Hopson & James Thomas, 2024. "Equilibrium Grading Policies With Implications for Female Interest in STEM Courses," Econometrica, Econometric Society, vol. 92(3), pages 849-880, May.
    • Handle: RePEc:wly:emetrp:v:92:y:2024:i:3:p:849-880
    DOI: 10.3982/ECTA17876
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    1. Scott E. Carrell & Marianne E. Page & James E. West, 2010. "Sex and Science: How Professor Gender Perpetuates the Gender Gap," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 1101-1144.
    2. Piopiunik, Marc & Schwerdt, Guido & Simon, Lisa & Woessmann, Ludger, 2020. "Skills, signals, and employability: An experimental investigation," European Economic Review, Elsevier, vol. 123(C).
    3. 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.
    4. Peter Arcidiacono & Robert A. Miller, 2011. "Conditional Choice Probability Estimation of Dynamic Discrete Choice Models With Unobserved Heterogeneity," Econometrica, Econometric Society, vol. 79(6), pages 1823-1867, November.
    5. Matthew Wiswall & Basit Zafar, 2015. "Determinants of College Major Choice: Identification using an Information Experiment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(2), pages 791-824.
    6. Matthew Gentzkow, 2007. "Valuing New Goods in a Model with Complementarity: Online Newspapers," American Economic Review, American Economic Association, vol. 97(3), pages 713-744, June.
    7. Dennis Epple & Richard Romano & Holger Sieg, 2006. "Admission, Tuition, and Financial Aid Policies in the Market for Higher Education," Econometrica, Econometric Society, vol. 74(4), pages 885-928, July.
    8. Chao Fu, 2014. "Equilibrium Tuition, Applications, Admissions, and Enrollment in the College Market," Journal of Political Economy, University of Chicago Press, vol. 122(2), pages 225-281.
    9. James Thomas, 2024. "What Do Course Offerings Imply about University Preferences?," Journal of Labor Economics, University of Chicago Press, vol. 42(1), pages 53-83.
    10. Ferreyra,Maria Marta & Garriga,Carlos & Martin,Juan David & Sanchez Diaz,Angelica Maria, 2020. "Raising College Access and Completion : How Much Can Free College Help ?," Policy Research Working Paper Series 9428, The World Bank.
    11. Ralph Stinebrickner & Todd R. Stinebrickner, 2014. "A Major in Science? Initial Beliefs and Final Outcomes for College Major and Dropout," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(1), pages 426-472.
    12. Kevin N. Rask & Elizabeth M. Bailey, 2002. "Are Faculty Role Models? Evidence from Major Choice in an Undergraduate Institution," The Journal of Economic Education, Taylor & Francis Journals, vol. 33(2), pages 99-124, June.
    13. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    14. 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.
    15. Ost, Ben, 2010. "The role of peers and grades in determining major persistence in the sciences," Economics of Education Review, Elsevier, vol. 29(6), pages 923-934, December.
    16. Rask, Kevin & Tiefenthaler, Jill, 2008. "The role of grade sensitivity in explaining the gender imbalance in undergraduate economics," Economics of Education Review, Elsevier, vol. 27(6), pages 676-687, December.
    17. Richard Sabot & John Wakeman-Linn, 1991. "Grade Inflation and Course Choice," Journal of Economic Perspectives, American Economic Association, vol. 5(1), pages 159-170, Winter.
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    Cited by:

    1. Chuan Chen & Michele Fioretti & Junnan He & Yanrong Jia, 2025. "Accelerating Equity: Overcoming the Gender Gap in VC Funding," Working Papers hal-05003712, HAL.

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