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The effect of high school gender composition on university major choice: Evidence from Canada

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  • Yu Wang

Abstract

Does the gender composition of high school peers affect whether students pursue a science, technology, engineering, and mathematics (STEM) major at university? Using administrative data from British Columbia, Canada, I exploit idiosyncratic within‐school variation in gender composition. I find that having larger proportions of female peers has large and strong effects on students' STEM major choice. Such effects differ in both sign and magnitude across gender, high school type, and stage of high school education.

Suggested Citation

  • Yu Wang, 2026. "The effect of high school gender composition on university major choice: Evidence from Canada," Economic Inquiry, Western Economic Association International, vol. 64(3), pages 1116-1156, July.
  • Handle: RePEc:bla:ecinqu:v:64:y:2026:i:3:p:1116-1156
    DOI: 10.1111/ecin.70057
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    1. Victor Lavy & Analia Schlosser, 2011. "Mechanisms and Impacts of Gender Peer Effects at School," American Economic Journal: Applied Economics, American Economic Association, vol. 3(2), pages 1-33, April.
    2. Stinebrickner, Ralph & Stinebrickner, Todd R., 2006. "What can be learned about peer effects using college roommates? Evidence from new survey data and students from disadvantaged backgrounds," Journal of Public Economics, Elsevier, vol. 90(8-9), pages 1435-1454, September.
    3. Brodaty, Thibault & Gurgand, Marc, 2016. "Good peers or good teachers? Evidence from a French University," Economics of Education Review, Elsevier, vol. 54(C), pages 62-78.
    4. Serena Canaan & Pierre Mouganie, 2023. "The Impact of Advisor Gender on Female Students’ STEM Enrollment and Persistence," Journal of Human Resources, University of Wisconsin Press, vol. 58(2), pages 593-632.
    5. Giacomo De Giorgi & Michele Pellizzari & William Gui Woolston, 2012. "Class Size And Class Heterogeneity," Journal of the European Economic Association, European Economic Association, vol. 10(4), pages 795-830, August.
    6. Arcidiacono, Peter & Nicholson, Sean, 2005. "Peer effects in medical school," Journal of Public Economics, Elsevier, vol. 89(2-3), pages 327-350, February.
    7. Tarun Jain & Mudit Kapoor, 2015. "The Impact of Study Groups and Roommates on Academic Performance," The Review of Economics and Statistics, MIT Press, vol. 97(1), pages 44-54, March.
    8. Hill, Andrew J., 2017. "The positive influence of female college students on their male peers," Labour Economics, Elsevier, vol. 44(C), pages 151-160.
    9. Ulf Zölitz & Jan Feld, 2021. "The Effect of Peer Gender on Major Choice in Business School," Management Science, INFORMS, vol. 67(11), pages 6963-6979, November.
    10. Catherine Porter & Danila Serra, 2020. "Gender Differences in the Choice of Major: The Importance of Female Role Models," American Economic Journal: Applied Economics, American Economic Association, vol. 12(3), pages 226-254, July.
    11. Michael Kremer & Dan Levy, 2008. "Peer Effects and Alcohol Use among College Students," Journal of Economic Perspectives, American Economic Association, vol. 22(3), pages 189-206, Summer.
    12. Jonathan Guryan & Kory Kroft & Matthew J. Notowidigdo, 2009. "Peer Effects in the Workplace: Evidence from Random Groupings in Professional Golf Tournaments," American Economic Journal: Applied Economics, American Economic Association, vol. 1(4), pages 34-68, October.
    13. Scott E. Carrell & Richard L. Fullerton & James E. West, 2009. "Does Your Cohort Matter? Measuring Peer Effects in College Achievement," Journal of Labor Economics, University of Chicago Press, vol. 27(3), pages 439-464, July.
    14. Oosterbeek, Hessel & van Ewijk, Reyn, 2014. "Gender peer effects in university: Evidence from a randomized experiment," Economics of Education Review, Elsevier, vol. 38(C), pages 51-63.
    15. Friesen, Jane & Krauth, Brian, 2011. "Ethnic enclaves in the classroom," Labour Economics, Elsevier, vol. 18(5), pages 656-663, October.
    16. Foster, Gigi, 2006. "It's not your peers, and it's not your friends: Some progress toward understanding the educational peer effect mechanism," Journal of Public Economics, Elsevier, vol. 90(8-9), pages 1455-1475, September.
    17. Caroline Hoxby, 2000. "Peer Effects in the Classroom: Learning from Gender and Race Variation," NBER Working Papers 7867, National Bureau of Economic Research, Inc.
    18. Joseph G. Altonji & Erica Blom & Costas Meghir, 2012. "Heterogeneity in Human Capital Investments: High School Curriculum, College Major, and Careers," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 185-223, July.
    19. Bruce Sacerdote, 2001. "Peer Effects with Random Assignment: Results for Dartmouth Roommates," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 681-704.
    20. Adam S. Booij & Edwin Leuven & Hessel Oosterbeek, 2017. "Ability Peer Effects in University: Evidence from a Randomized Experiment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(2), pages 547-578.
    21. Fischer, Stefanie, 2017. "The downside of good peers: How classroom composition differentially affects men's and women's STEM persistence," Labour Economics, Elsevier, vol. 46(C), pages 211-226.
    22. Ficano, Carlena Cochi, 2012. "Peer effects in college academic outcomes – Gender matters!," Economics of Education Review, Elsevier, vol. 31(6), pages 1102-1115.
    23. Giorgio Brunello & Maria De Paola & Vincenzo Scoppa, 2010. "Peer Effects In Higher Education: Does The Field Of Study Matter?," Economic Inquiry, Western Economic Association International, vol. 48(3), pages 621-634, July.
    24. Griffith, Amanda L. & Rask, Kevin N., 2014. "Peer effects in higher education: A look at heterogeneous impacts," Economics of Education Review, Elsevier, vol. 39(C), pages 65-77.
    25. David J. Zimmerman, 2003. "Peer Effects in Academic Outcomes: Evidence from a Natural Experiment," The Review of Economics and Statistics, MIT Press, vol. 85(1), pages 9-23, February.
    26. Humlum, Maria Knoth & Thorsager, Mette, 2021. "The Importance of Peer Quality for Completion of Higher Education," Economics of Education Review, Elsevier, vol. 83(C).
    27. David S. Lyle, 2007. "Estimating and Interpreting Peer and Role Model Effects from Randomly Assigned Social Groups at West Point," The Review of Economics and Statistics, MIT Press, vol. 89(2), pages 289-299, May.
    28. 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.
    29. 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.
    30. Victor Lavy & Analia Schlosser, 2011. "Mechanisms and Impacts of Gender Peer Effects at School," American Economic Journal: Applied Economics, American Economic Association, vol. 3(2), pages 1-33, April.
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