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Uncertainty about future income: Initial beliefs and resolution during college

Author

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  • Yifan Gong
  • Todd Stinebrickner
  • Ralph Stinebrickner

Abstract

We use unique data from the Berea Panel Study to characterize how much earnings uncertainty is present for students at college entrance and how quickly this uncertainty is resolved. We characterize uncertainty using survey questions that elicit the entire distribution describing one's beliefs about future earnings. Taking advantage of the longitudinal nature of the expectations data, we find that roughly two‐thirds of the income uncertainty present at the time of entrance remains at the end of college. Taking advantage of a variety of additional survey questions, we provide evidence about how the resolution of income uncertainty is influenced by factors such as college GPA and college major, and also examine why much income uncertainty remains unresolved at the end of college. This paper also contributes to a literature interested in understanding the relative importance of uncertainty and heterogeneity in determining observed earnings distributions.

Suggested Citation

  • Yifan Gong & Todd Stinebrickner & Ralph Stinebrickner, 2019. "Uncertainty about future income: Initial beliefs and resolution during college," Quantitative Economics, Econometric Society, vol. 10(2), pages 607-641, May.
  • Handle: RePEc:wly:quante:v:10:y:2019:i:2:p:607-641
    DOI: 10.3982/QE954
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    Cited by:

    1. Jane Greve & Morten Saaby & Anders Rosdahl & Vibeke Tornhøj Christensen, 2021. "Uncertain occupational expectations at age 19 and later educational and labour market outcomes," LABOUR, CEIS, vol. 35(2), pages 163-191, June.
    2. Tsiaplias, Sarantis, 2020. "Time-Varying Consumer Disagreement and Future Inflation," Journal of Economic Dynamics and Control, Elsevier, vol. 116(C).
    3. Ersoy, Fulya & Speer, Jamin D., 2025. "Opening the black box of college major choice: Evidence from an information intervention," Journal of Economic Behavior & Organization, Elsevier, vol. 231(C).
    4. Juerg Schweri, 2021. "Predicting polytomous career choices in healthcare using probabilistic expectations data," Health Economics, John Wiley & Sons, Ltd., vol. 30(3), pages 544-563, March.
    5. Li, Hongyan & Xia, Xing, 2024. "Grades as signals of comparative advantage: How letter grades affect major choices," Journal of Economic Behavior & Organization, Elsevier, vol. 227(C).
    6. Pamela Giustinelli, 2022. "Expectations in Education: Framework, Elicitation, and Evidence," Working Papers 2022-026, Human Capital and Economic Opportunity Working Group.
    7. Crossley, Thomas F. & Gong, Yifan & Stinebrickner, Ralph & Stinebrickner, Todd, 2022. "The ex post accuracy of subjective beliefs: A new measure and decomposition," Economics Letters, Elsevier, vol. 210(C).
    8. Gong, Yifan & Stinebrickner, Ralph & Stinebrickner, Todd, 2022. "Marriage, children, and labor supply: Beliefs and outcomes," Journal of Econometrics, Elsevier, vol. 231(1), pages 148-164.
    9. Jackson Bunting & Paul Diegert & Arnaud Maurel, 2024. "Heterogeneity, Uncertainty and Learning: Semiparametric Identification and Estimation," Papers 2402.08575, arXiv.org, revised Jun 2025.
    10. 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.
    11. Arpita Patnaik & Matthew J. Wiswall & Basit Zafar, 2020. "College Majors," NBER Working Papers 27645, National Bureau of Economic Research, Inc.
    12. Yifan Gong & Todd Stinebrickner & Ralph Stinebrickner, 2020. "Perceived and actual option values of college enrollment," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(7), pages 940-959, November.
    13. Yifan Gong & Todd Stinebrickner & Ralph Stinebrickner & Yuxi Yao, 2025. "The Role of Nonpecuniary Considerations: Location Decisions of College Graduates From Low‐Income Backgrounds," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 66(2), pages 903-931, May.
    14. Oliver Cassagneau-Francis, 2021. "The Role of Earnings, Financial, and other Factors in University Attendance," Sciences Po Economics Publications (main) hal-04067182, HAL.

    More about this item

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • J01 - Labor and Demographic Economics - - General - - - Labor Economics: General
    • J3 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs

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