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Tastes, Ability or Expected Wages? The Intended Choice of College Majors by Students in Italy

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Listed:
  • Brunello, Giorgio

    (University of Padova)

  • Campo, Francesco

    (University of Padova)

  • Lodigiani, Elisabetta

    (University of Padova)

  • Miotto, Martina

    (University of Padova)

  • Rocco, Lorenzo

    (University of Padova)

Abstract

We investigate the factors influencing the intended college major choices of high school students in Italy, ranking the relative importance of expected earnings, perceived ability, and major-specific tastes, that we measure directly using a Coller and Williams game. We find that major-specific tastes and self-assessed ability are significantly more influential in shaping academic intentions than mean expected earnings at age 30. We estimate that a one standard deviation change in the taste for (resp. perceived ability in) a given major increases the odds of choosing that major (relative to Humanities, our benchmark scenario) by 136.4% (resp. 114.1%), far outweighing the 39.3% increase associated with a one standard deviation change in mean expected earnings.

Suggested Citation

  • Brunello, Giorgio & Campo, Francesco & Lodigiani, Elisabetta & Miotto, Martina & Rocco, Lorenzo, 2026. "Tastes, Ability or Expected Wages? The Intended Choice of College Majors by Students in Italy," IZA Discussion Papers 18444, IZA Network @ LISER.
  • Handle: RePEc:iza:izadps:dp18444
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    1. Robert Bifulco & Jason M. Fletcher & Stephen L. Ross, 2011. "The Effect of Classmate Characteristics on Post-secondary Outcomes: Evidence from the Add Health," American Economic Journal: Economic Policy, American Economic Association, vol. 3(1), pages 25-53, February.
    2. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2013. "Under Pressure? The Effect of Peers on Outcomes of Young Adults," Journal of Labor Economics, University of Chicago Press, vol. 31(1), pages 119-153.
    3. Patnaik, Arpita & Venator, Joanna & Wiswall, Matthew & Zafar, Basit, 2022. "The role of heterogeneous risk preferences, discount rates, and earnings expectations in college major choice," Journal of Econometrics, Elsevier, vol. 231(1), pages 98-122.
    4. Mertz, Mikkel & Ronchi, Maddalena & Salvestrini, Viola, 2025. "Female Representation and Talent Allocation in Entrepreneurship: The Role of Early Exposure to Entrepreneurs," IZA Discussion Papers 17801, IZA Network @ LISER.
    5. Sarah Cattan & Kjell Salvanes & Emma Tominey, 2022. "First Generation Elite: The Role of School Networks," Working Papers 2022-028, Human Capital and Economic Opportunity Working Group.
    6. Basit Zafar, 2013. "College Major Choice and the Gender Gap," Journal of Human Resources, University of Wisconsin Press, vol. 48(3), pages 545-595.
    7. Thomas Buser & Muriel Niederle & Hessel Oosterbeek, 2014. "Gender, Competitiveness, and Career Choices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1409-1447.
    8. Steven Haider & Gary Solon, 2006. "Life-Cycle Variation in the Association between Current and Lifetime Earnings," American Economic Review, American Economic Association, vol. 96(4), pages 1308-1320, September.
    9. Paglin, Morton & Rufolo, Anthony M, 1990. "Heterogeneous Human Capital, Occupational Choice, and Male-Female Earnings Differences," Journal of Labor Economics, University of Chicago Press, vol. 8(1), pages 123-144, January.
    10. Brunello, Giorgio & Campo, Francesco & Lodigiani, Elisabetta & Miotto, Martina & Rocco, Lorenzo, 2025. "Intended college major choice and the inheritance of majors," Economics Letters, Elsevier, vol. 255(C).
    11. Hilmer, Michael J. & Hilmer, Christiana E., 2012. "On the relationship between student tastes and motivations, higher education decisions, and annual earnings," Economics of Education Review, Elsevier, vol. 31(1), pages 66-75.
    12. 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.
    13. 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.
    14. Matthew Wiswall & Basit Zafar, 2018. "Preference for the Workplace, Investment in Human Capital, and Gender," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(1), pages 457-507.
    15. Gagete-Miranda, Jessica & Meschi, Elena & Pagani, Laura, 2024. "Non-cognitive peer effects in early education: The influence of children born to teenage mothers on peers’ behavioral problems," Economics Letters, Elsevier, vol. 236(C).
    16. Muriel Niederle & Lise Vesterlund, 2007. "Do Women Shy Away From Competition? Do Men Compete Too Much?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1067-1101.
    17. Adeline Delavande & Basit Zafar, 2019. "University Choice: The Role of Expected Earnings, Nonpecuniary Outcomes, and Financial Constraints," Journal of Political Economy, University of Chicago Press, vol. 127(5), pages 2343-2393.
    18. Matthew Wiswall & Basit Zafar, 2021. "Human Capital Investments and Expectations about Career and Family," Journal of Political Economy, University of Chicago Press, vol. 129(5), pages 1361-1424.
    19. Arcidiacono, Peter & Hotz, V. Joseph & Kang, Songman, 2012. "Modeling college major choices using elicited measures of expectations and counterfactuals," Journal of Econometrics, Elsevier, vol. 166(1), pages 3-16.
    20. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    21. Arcidiacono, Peter, 2004. "Ability sorting and the returns to college major," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 343-375.
    22. Attanasio, Orazio P. & Kaufmann, Katja M., 2014. "Education choices and returns to schooling: Mothers' and youths' subjective expectations and their role by gender," Journal of Development Economics, Elsevier, vol. 109(C), pages 203-216.
    23. Peter Arcidiacono & V. Joseph Hotz & Arnaud Maurel & Teresa Romano, 2020. "Ex Ante Returns and Occupational Choice," Journal of Political Economy, University of Chicago Press, vol. 128(12), pages 4475-4522.
    24. Sarah E. Turner & William G. Bowen, 1999. "Choice of Major: The Changing (Unchanging) Gender Gap," ILR Review, Cornell University, ILR School, vol. 52(2), pages 289-313, January.
    25. Pamela Giustinelli, 2022. "Expectations in Education: Framework, Elicitation, and Evidence," Working Papers 2022-026, Human Capital and Economic Opportunity Working Group.
    26. Ballarino, Gabriele & Filippin, Antonio & Abbiati, Giovanni & Argentin, Gianluca & Barone, Carlo & Schizzerotto, Antonio, 2022. "The effects of an information campaign beyond university enrolment: A large-scale field experiment on the choices of high school students," Economics of Education Review, Elsevier, vol. 91(C).
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    Keywords

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    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions

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