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Single-Sex vs. Coeducational Schooling and STEM: Comparing Australian Students with Similar University Admission Scores

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  • Lee, Wang-Sheng

    (Monash University)

Abstract

This study investigates the impact of single-sex versus coeducational schooling on students' decisions to pursue STEM fields at the university level. Using administrative data from eight undergraduate cohorts (2012-2019) at a prominent Australian university, we compare students with similar Australian Tertiary Admissions Ranks (ATARs) who could have feasibly enrolled in either school type of comparable quality under different circumstances. We control for individual characteristics and the academic quality of the high schools attended. Our primary outcomes are the proportion of students from each school type choosing a STEM major and their weighted average marks for each year of university studies. Contrary to expectations, we find no evidence that a single-sex high school background increases STEM participation among girls at the university level. Interestingly, students from single-sex high schools show a higher propensity to choose a business major. Additionally, we find that the linear correlation between ATAR scores and first-year university grades is approximately 0.4. However, our analysis suggests that this relationship is better characterized as nonlinear rather than linear.

Suggested Citation

  • Lee, Wang-Sheng, 2024. "Single-Sex vs. Coeducational Schooling and STEM: Comparing Australian Students with Similar University Admission Scores," IZA Discussion Papers 17084, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp17084
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    References listed on IDEAS

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    1. Evan Starr & Brent Goldfarb, 2020. "Binned scatterplots: A simple tool to make research easier and better," Strategic Management Journal, Wiley Blackwell, vol. 41(12), pages 2261-2274, December.
    2. Fanny Landaud & Son Thierry Ly & Éric Maurin, 2020. "Competitive Schools and the Gender Gap in the Choice of Field of Study," Journal of Human Resources, University of Wisconsin Press, vol. 55(1), pages 278-308.
    3. Eisenkopf, Gerald & Hessami, Zohal & Fischbacher, Urs & Ursprung, Heinrich W., 2015. "Academic performance and single-sex schooling: Evidence from a natural experiment in Switzerland," Journal of Economic Behavior & Organization, Elsevier, vol. 115(C), pages 123-143.
    4. Mcnally, Sandra, 2020. "Gender differences in tertiary education: what explains STEM participation," LSE Research Online Documents on Economics 108232, London School of Economics and Political Science, LSE Library.
    5. Jiang, Xuan, 2021. "Women in STEM: Ability, preference, and value," Labour Economics, Elsevier, vol. 70(C).
    6. 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.
    7. Hyunjoon Park & Jere Behrman & Jaesung Choi, 2013. "Causal Effects of Single-Sex Schools on College Entrance Exams and College Attendance: Random Assignment in Seoul High Schools," Demography, Springer;Population Association of America (PAA), vol. 50(2), pages 447-469, April.
    8. Dustmann, Christian & Ku, Hyejin & Kwak, Do Won, 2018. "Why Are Single-Sex Schools Successful?," Labour Economics, Elsevier, vol. 54(C), pages 79-99.
    9. Pierre Mouganie & Yaojing Wang, 2020. "High-Performing Peers and Female STEM Choices in School," Journal of Labor Economics, University of Chicago Press, vol. 38(3), pages 805-841.
    10. Thomas Buser & Noemi Peter & Stefan C. Wolter, 2017. "Gender, Competitiveness, and Study Choices in High School: Evidence from Switzerland," American Economic Review, American Economic Association, vol. 107(5), pages 125-130, May.
    11. Park, Hyunjoon & Behrman, Jere R. & Choi, Jaesung, 2018. "Do single-sex schools enhance students’ STEM (science, technology, engineering, and mathematics) outcomes?," Economics of Education Review, Elsevier, vol. 62(C), pages 35-47.
    12. 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.
    13. Avery Calkins & Ariel J. Binder & Dana Shaat & Brenden Timpe, 2023. "When Sarah Meets Lawrence: The Effects of Coeducation on Women's College Major Choices," American Economic Journal: Applied Economics, American Economic Association, vol. 15(3), pages 1-34, July.
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    More about this item

    Keywords

    single-sex schooling; coeducational; STEM; academic performance; Australia;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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