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Debiasing the availability heuristic in student loan decision-making

Author

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  • Manuel Salas-Velasco

    (University of Granada)

Abstract

The availability heuristic is a cognitive bias that affects various aspects of decision-making, including financial decisions. Based on a randomized controlled experiment, this study assesses the effectiveness of a debiasing treatment designed to prevent the effect of the availability heuristic in student loan decision-making. Experimental subjects were explained that there is a bias that may affect the decision of whether or not to pursue a master’s degree and take out a graduate loan to finance it, and they were recommended to base their decision on reliable and verified sources of information as well as expert advice. This specific debiasing strategy is tested empirically. Specifically, this study shows positive causal effects of the debiasing intervention on two indices of student loan decision-making, which were constructed as summary indicators of student loan debt attitude, the perception that significant referents approve the student loan indebtedness, financial self-efficacy in student loan decision-making, and graduate loan borrowing intention. The article highlights the need for higher education institutions seeking to make financial education effective to be concerned with reporting on (and raising awareness of) psychological factors that are present in making financial decisions as well.

Suggested Citation

  • Manuel Salas-Velasco, 2024. "Debiasing the availability heuristic in student loan decision-making," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 51(2), pages 501-528, May.
    • Handle: RePEc:kap:empiri:v:51:y:2024:i:2:d:10.1007_s10663-024-09609-z
    DOI: 10.1007/s10663-024-09609-z
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    References listed on IDEAS

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    1. Gregorio Caetano & Miguel Palacios & Harry A. Patrinos, 2019. "Measuring Aversion to Debt: An Experiment Among Student Loan Candidates," Journal of Family and Economic Issues, Springer, vol. 40(1), pages 117-131, March.
    2. Kaiser, Tim & Lusardi, Annamaria & Menkhoff, Lukas & Urban, Carly, 2022. "Financial education affects financial knowledge and downstream behaviors," Journal of Financial Economics, Elsevier, vol. 145(2), pages 255-272.
    3. Cox, James C. & Kreisman, Daniel & Dynarski, Susan, 2020. "Designed to fail: Effects of the default option and information complexity on student loan repayment," Journal of Public Economics, Elsevier, vol. 192(C).
    4. Diana C. Mutz & Robin Pemantle & Philip Pham, 2019. "The Perils of Balance Testing in Experimental Design: Messy Analyses of Clean Data," The American Statistician, Taylor & Francis Journals, vol. 73(1), pages 32-42, January.
    5. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    6. Elizabeth Burland & Susan Dynarski & Katherine Michelmore & Stephanie Owen & Shwetha Raghuraman, 2023. "The Power of Certainty: Experimental Evidence on the Effective Design of Free Tuition Programs," American Economic Review: Insights, American Economic Association, vol. 5(3), pages 293-310, September.
    7. Haultain, Steve & Kemp, Simon & Chernyshenko, Oleksandr S., 2010. "The structure of attitudes to student debt," Journal of Economic Psychology, Elsevier, vol. 31(3), pages 322-330, June.
    8. Furnham, Adrian & Boo, Hua Chu, 2011. "A literature review of the anchoring effect," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 40(1), pages 35-42, February.
    9. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    10. 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.
    11. Susan Dynarski & CJ Libassi & Katherine Michelmore & Stephanie Owen, 2021. "Closing the Gap: The Effect of Reducing Complexity and Uncertainty in College Pricing on the Choices of Low-Income Students," American Economic Review, American Economic Association, vol. 111(6), pages 1721-1756, June.
    12. Nilton Porto & Soo Hyun Cho & Michael Gutter, 2021. "Student Loan Decision Making: Experience as an Anchor," Journal of Family and Economic Issues, Springer, vol. 42(4), pages 773-784, December.
    13. Harrison, Neil & Agnew, Steve & Serido, Joyce, 2015. "Attitudes to debt among indebted undergraduates: A cross-national exploratory factor analysis," Journal of Economic Psychology, Elsevier, vol. 46(C), pages 62-73.
    14. 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.
    15. Jeffrey R Kling & Jeffrey B Liebman & Lawrence F Katz, 2007. "Experimental Analysis of Neighborhood Effects," Econometrica, Econometric Society, vol. 75(1), pages 83-119, January.
    16. Julian R. Betts, 1996. "What Do Students Know about Wages? Evidence from a Survey of Undergraduates," Journal of Human Resources, University of Wisconsin Press, vol. 31(1), pages 27-56.
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    More about this item

    Keywords

    Debiasing treatment; Experimental finance; Financial education intervention; Student loan borrower behavior;
    All these keywords.

    JEL classification:

    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
    • G41 - Financial Economics - - Behavioral Finance - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making in Financial Markets
    • G53 - Financial Economics - - Household Finance - - - Financial Literacy

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