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The Effect of High School Rank in English and Math on College Major Choice

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  • Delaney, Judith M.

    (University of Bath)

  • Devereux, Paul J.

    (University College Dublin)

Abstract

Using unique data on preference rankings for all high school students who apply for college in Ireland, we investigate whether, conditional on absolute achievement, within school-cohort rank in English and math affects choice of college major. We find that higher rank in math increases the likelihood of choosing STEM and decreases the likelihood of choosing Arts and Social Sciences. Similarly, a higher rank in English leads to an increase in the probability of choosing Arts and Social Sciences and decreases the probability of choosing STEM. The rank effects are substantial, being about one third as large as the effects of absolute performance in math and English. We identify subject choice in school as an important mediator – students who rank high in math are more likely to choose STEM subjects in school and this can partly explain their subsequent higher likelihood of choosing STEM for college. We also find that English and math rank have significant explanatory power for the gender gap in the choice of STEM as a college major – they can explain about 36% as much as absolute performance in English and math. Overall, the tendency for girls to be higher ranked in English and lower ranked in math within school-cohorts can explain about 6% of the STEM gender gap in mixed-sex schools and about 16% of the difference in the STEM gender gap between mixed-sex schools and same-sex schools. Notably, these effects occur even though within-school rank plays no role whatsoever in college admissions decisions.

Suggested Citation

  • Delaney, Judith M. & Devereux, Paul J., 2019. "The Effect of High School Rank in English and Math on College Major Choice," IZA Discussion Papers 12846, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp12846
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    1. Azmat, Ghazala & Iriberri, Nagore, 2010. "The importance of relative performance feedback information: Evidence from a natural experiment using high school students," Journal of Public Economics, Elsevier, vol. 94(7-8), pages 435-452, August.
    2. Jeffrey T. Denning & Richard Murphy & Felix Weinhardt, 2023. "Class Rank and Long-Run Outcomes," The Review of Economics and Statistics, MIT Press, vol. 105(6), pages 1426-1441, November.
    3. Speer, Jamin D., 2017. "The gender gap in college major: Revisiting the role of pre-college factors," Labour Economics, Elsevier, vol. 44(C), pages 69-88.
    4. Richard Murphy & Felix Weinhardt, 2020. "Top of the Class: The Importance of Ordinal Rank," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(6), pages 2777-2826.
    5. Benjamin Elsner & Ingo E. Isphording, 2017. "A Big Fish in a Small Pond: Ability Rank and Human Capital Investment," Journal of Labor Economics, University of Chicago Press, vol. 35(3), pages 787-828.
    6. 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.
    7. 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.
    8. Josh Kinsler & Ronni Pavan, 2016. "Parental Beliefs and Investment in Children: The Distortionary Impact of Schools," Working Papers 2016-029, Human Capital and Economic Opportunity Working Group.
    9. Esteban Aucejo & Jonathan James, 2019. "The Path to College Education: The Role of Math and Verbal Skills," Working Papers 1901, California Polytechnic State University, Department of Economics.
    10. Todd Stinebrickner & Ralph Stinebrickner, 2012. "Learning about Academic Ability and the College Dropout Decision," Journal of Labor Economics, University of Chicago Press, vol. 30(4), pages 707-748.
    11. Basit Zafar, 2011. "How Do College Students Form Expectations?," Journal of Labor Economics, University of Chicago Press, vol. 29(2), pages 301-348.
    12. 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.
    13. Altonji, J.G. & Arcidiacono, P. & Maurel, A., 2016. "The Analysis of Field Choice in College and Graduate School," Handbook of the Economics of Education,, Elsevier.
    14. Esteban Aucejo & Jonathan James, 2021. "The Path to College Education: The Role of Math and Verbal Skills," Journal of Political Economy, University of Chicago Press, vol. 129(10), pages 2905-2946.
    15. 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.
    16. Bertoni, Marco & Nistico, Roberto, 2019. "Ordinal Rank and Peer Composition: Two Sides of the Same Coin?," IZA Discussion Papers 12789, Institute of Labor Economics (IZA).
    17. Delaney, Judith M. & Devereux, Paul J., 2019. "Understanding gender differences in STEM: Evidence from college applications✰," Economics of Education Review, Elsevier, vol. 72(C), pages 219-238.
    18. Leonardo Bursztyn & Robert Jensen, 2015. "How Does Peer Pressure Affect Educational Investments?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(3), pages 1329-1367.
    19. Cristian Pop-Eleches & Miguel Urquiola, 2013. "Going to a Better School: Effects and Behavioral Responses," American Economic Review, American Economic Association, vol. 103(4), pages 1289-1324, June.
    20. 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.
    21. Doris, Aedin & O'Neill, Donal & Sweetman, Olive, 2019. "Good Schools or Good Students? The Importance of Selectivity for School Rankings," IZA Discussion Papers 12459, Institute of Labor Economics (IZA).
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    Cited by:

    1. Jeffrey T. Denning & Richard Murphy & Felix Weinhardt, 2023. "Class Rank and Long-Run Outcomes," The Review of Economics and Statistics, MIT Press, vol. 105(6), pages 1426-1441, November.
    2. Laura Pagani & Giovanni Pica, 2021. "A Peer Like Me? Early Exposure to High Achievers in Math and Later Educational Outcomes," Development Working Papers 476, Centro Studi Luca d'Agliano, University of Milano.
    3. Michaela Paffenholz, 2023. "Adolescents’ Mental Health and Human Capital: The Role of Socioeconomic Rank," CESifo Working Paper Series 10248, CESifo.
    4. Benjamin Elsner & Ingo E Isphording & Ulf Zölitz, 2021. "Achievement Rank Affects Performance and Major Choices in College [Gender, competitiveness, and socialization at a young age: evidence from a matrilineal and a patriarchal society]," The Economic Journal, Royal Economic Society, vol. 131(640), pages 3182-3206.
    5. Comi, Simona & Origo, Federica & Pagani, Laura & Tonello, Marco, 2021. "Last and furious: Relative position and school violence," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 736-756.
    6. Megalokonomou, Rigissa & Zhang, Yi, 2022. "How Good Am I? Effects and Mechanisms behind Salient Ranks," IZA Discussion Papers 15604, Institute of Labor Economics (IZA).
    7. 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.
    8. Lukas Kiessling & Jonathan Norris, 2020. "The long-run effects of peers on mental health," Working Papers 2006, University of Strathclyde Business School, Department of Economics.
    9. Goulas, Sofoklis & Griselda, Silvia & Megalokonomou, Rigissa, 2020. "Comparative Advantage and Gender Gap in STEM," IZA Discussion Papers 13313, Institute of Labor Economics (IZA).
    10. Rigissa Megalokonomou & Yi Zhang, 2023. "How Good Am I? Effects and Mechanisms Behind Salient Rank," Monash Economics Working Papers 2023-07, Monash University, Department of Economics.

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    More about this item

    Keywords

    high school rank; STEM; college major choice; gender gap; comparative advantage;
    All these keywords.

    JEL classification:

    • I2 - Health, Education, and Welfare - - Education
    • J1 - Labor and Demographic Economics - - Demographic Economics

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