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Risk aversion and the value of diagnostic tests

Author

Listed:
  • Han Bleichrodt

    (Erasmus School of Economics
    Australian National University)

  • David Crainich

    (Univ. Lille, UMR 9221 - LEM)

  • Louis Eeckhoudt

    (UMR 9221 - LEM)

  • Nicolas Treich

    (University Toulouse Capitole)

Abstract

Diagnostic tests allow better informed medical decisions when there is uncertainty about a patient’s health status and, therefore, about the desirability to undertake treatment. This paper studies the relation between the expected value of diagnostic information and a patient's risk aversion. We show that the ex ante value of diagnostic information increases with risk aversion for diseases with low prevalence, but decreases with risk aversion for diseases with high prevalence. On the other hand, the ex post value of diagnostic information always increases with the patient's degree of risk aversion.

Suggested Citation

  • Han Bleichrodt & David Crainich & Louis Eeckhoudt & Nicolas Treich, 2020. "Risk aversion and the value of diagnostic tests," Theory and Decision, Springer, vol. 89(2), pages 137-149, September.
  • Handle: RePEc:kap:theord:v:89:y:2020:i:2:d:10.1007_s11238-020-09750-8
    DOI: 10.1007/s11238-020-09750-8
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    1. Sebastian Ebert & Diego C. Nocetti & Harris Schlesinger, 2018. "Greater Mutual Aggravation," Management Science, INFORMS, vol. 64(6), pages 2809-2811, June.
    2. Eeckhoudt, L. & Lebrun, T. & Sailly, J. C., 1985. "Risk-aversion and physicians' medical decision-making," Journal of Health Economics, Elsevier, vol. 4(3), pages 273-281, September.
    3. Fabio Maccheroni & Massimo Marinacci & Doriana Ruffino, 2013. "Alpha as Ambiguity: Robust Mean‐Variance Portfolio Analysis," Econometrica, Econometric Society, vol. 81(3), pages 1075-1113, May.
    4. Ronald W. Hilton, 1981. "The Determinants of Information Value: Synthesizing Some General Results," Management Science, INFORMS, vol. 27(1), pages 57-64, January.
    5. Louis Eeckhoudt & Béatrice Rey & Harris Schlesinger, 2007. "A Good Sign for Multivariate Risk Taking," Management Science, INFORMS, vol. 53(1), pages 117-124, January.
    6. Sandmo, Agnar, 1971. "On the Theory of the Competitive Firm under Price Uncertainty," American Economic Review, American Economic Association, vol. 61(1), pages 65-73, March.
    7. Ian Jewitt, 1987. "Risk Aversion and the Choice Between Risky Prospects: The Preservation of Comparative Statics Results," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 54(1), pages 73-85.
    8. Gould, John P., 1974. "Risk, stochastic preference, and the value of information," Journal of Economic Theory, Elsevier, vol. 8(1), pages 64-84, May.
    9. Gollier, Christian & Pratt, John W, 1996. "Risk Vulnerability and the Tempering Effect of Background Risk," Econometrica, Econometric Society, vol. 64(5), pages 1109-1123, September.
    10. Eeckhoudt, Louis R. & Lebrun, Thérèse C. & Sailly, Jean-Claude L., 1984. "The informative content of diagnostic tests: An economic analysis," Social Science & Medicine, Elsevier, vol. 18(10), pages 873-880, January.
    11. A.M. Stiggelbout & G.M. Kiebert & J. Kievit & J.W.H. Leer & G. Stoter & J.C.J.M. De Haes, 1994. "Utility Assessment in Cancer Patients," Medical Decision Making, , vol. 14(1), pages 82-90, February.
    12. Felder, Stefan & Mayrhofer, Thomas, 2011. "Higher-Order Risk Preferences – Consequences for Test and Treatment Thresholds and Optimal Cutoffs," Ruhr Economic Papers 287, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
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    Cited by:

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    2. Jacob Smith, 2023. "Considering Risk Aversion in Economic Evaluation: A Rank Dependent Approach," Papers 2311.07905, arXiv.org, revised Jan 2024.

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