IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp4170.html
   My bibliography  Save this paper

Biased Probability Judgment: Evidence of Incidence and Relationship to Economic Outcomes from a Representative Sample

Author

Listed:
  • Dohmen, Thomas

    (University of Bonn)

  • Falk, Armin

    (University of Bonn)

  • Huffman, David B.

    (University of Pittsburgh)

  • Marklein, Felix

    (Federal Ministry of Finance)

  • Sunde, Uwe

    (University of Munich)

Abstract

Many economic decisions involve a substantial amount of uncertainty, and therefore crucially depend on how individuals process probabilistic information. In this paper, we investigate the capability for probability judgment in a representative sample of the German population. Our results show that almost a third of the respondents exhibits systematically biased perceptions of probability. The findings also indicate that the observed biases are related to individual economic outcomes, which suggests potential policy relevance of our findings.

Suggested Citation

  • Dohmen, Thomas & Falk, Armin & Huffman, David B. & Marklein, Felix & Sunde, Uwe, 2009. "Biased Probability Judgment: Evidence of Incidence and Relationship to Economic Outcomes from a Representative Sample," IZA Discussion Papers 4170, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp4170
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp4170.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Rachel Croson & James Sundali, 2005. "The Gambler’s Fallacy and the Hot Hand: Empirical Data from Casinos," Journal of Risk and Uncertainty, Springer, vol. 30(3), pages 195-209, May.
    2. Annamaria Lusardi & Olivia S. Mitchell, 2008. "Planning and Financial Literacy: How Do Women Fare?," American Economic Review, American Economic Association, vol. 98(2), pages 413-417, May.
    3. Charles T. Clotfelter & Philip J. Cook, 1993. "Notes: The "Gambler's Fallacy" in Lottery Play," Management Science, INFORMS, vol. 39(12), pages 1521-1525, December.
    4. Lusardi, Annamaria & Mitchell, Olivia S., 2007. "Baby Boomer retirement security: The roles of planning, financial literacy, and housing wealth," Journal of Monetary Economics, Elsevier, vol. 54(1), pages 205-224, January.
    5. Robin Hogarth, 2005. "The challenge of representative design in psychology and economics," Journal of Economic Methodology, Taylor & Francis Journals, vol. 12(2), pages 253-263.
    6. B. Douglas Bernheim & Antonio Rangel, 2005. "Behavioral Public Economics: Welfare and Policy Analysis with Non-Standard Decision-Makers," NBER Working Papers 11518, National Bureau of Economic Research, Inc.
    7. David M. Grether, 1980. "Bayes Rule as a Descriptive Model: The Representativeness Heuristic," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 95(3), pages 537-557.
    8. Matthew Rabin, 2002. "Inference by Believers in the Law of Small Numbers," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(3), pages 775-816.
    9. Gary Charness & Dan Levin, 2005. "When Optimal Choices Feel Wrong: A Laboratory Study of Bayesian Updating, Complexity, and Affect," American Economic Review, American Economic Association, vol. 95(4), pages 1300-1309, September.
    10. Oechssler, Jörg & Roider, Andreas & Schmitz, Patrick W., 2009. "Cognitive abilities and behavioral biases," Journal of Economic Behavior & Organization, Elsevier, vol. 72(1), pages 147-152, October.
    11. Cass R. Sunstein & Richard H. Thaler, 2003. "Libertarian paternalism is not an oxymoron," Conference Series ; [Proceedings], Federal Reserve Bank of Boston, vol. 48(Jun).
    12. John Conlisk, 1996. "Why Bounded Rationality?," Journal of Economic Literature, American Economic Association, vol. 34(2), pages 669-700, June.
    13. David Laibson, 1997. "Golden Eggs and Hyperbolic Discounting," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 443-478.
    14. Falk, Armin & Huffman, David B. & Sunde, Uwe, 2006. "Do I Have What It Takes? Equilibrium Search with Type Uncertainty and Non-Participation," IZA Discussion Papers 2531, Institute of Labor Economics (IZA).
    15. Richard H. Thaler & Cass R. Sunstein, 2023. "Libertarian paternalism," Chapters, in: Cass R. Sunstein & Lucia A. Reisch (ed.), Research Handbook on Nudges and Society, chapter 1, pages 10-16, Edward Elgar Publishing.
    16. Terrell, Dek, 1994. "A Test of the Gambler's Fallacy: Evidence from Pari-mutuel Games," Journal of Risk and Uncertainty, Springer, vol. 8(3), pages 309-317, May.
    17. Marianne Bertrand & Sendhil Mullainathan & Eldar Shafir, 2004. "A Behavioral-Economics View of Poverty," American Economic Review, American Economic Association, vol. 94(2), pages 419-423, May.
    18. Falk, Armin & Huffman, David B. & Sunde, Uwe, 2006. "Self-Confidence and Search," IZA Discussion Papers 2525, Institute of Labor Economics (IZA).
    19. Victor Stango & Jonathan Zinman, 2009. "Exponential Growth Bias and Household Finance," Journal of Finance, American Finance Association, vol. 64(6), pages 2807-2849, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Lex Borghans & Bas ter Weel, 2008. "Understanding the Technology of Computer Technology Diffusion: Explaining Computer Adoption Patterns and Implications for the Wage Structure," Journal of Income Distribution, Ad libros publications inc., vol. 17(3-4), pages 37-70, September.
    2. Markus Haavio & Kaisa Kotakorpi, 2012. "Sin Licenses Revisited," CESifo Working Paper Series 4010, CESifo.
    3. Francisco Gomes & Michael Haliassos & Tarun Ramadorai, 2021. "Household Finance," Journal of Economic Literature, American Economic Association, vol. 59(3), pages 919-1000, September.
    4. Martin Binder & Leonhard K. Lades, 2015. "Autonomy-Enhancing Paternalism," Kyklos, Wiley Blackwell, vol. 68(1), pages 3-27, February.
    5. Daniel J. Benjamin, 2018. "Errors in Probabilistic Reasoning and Judgment Biases," NBER Working Papers 25200, National Bureau of Economic Research, Inc.
    6. Daniel L. Chen & Tobias J. Moskowitz & Kelly Shue, 2016. "Decision Making Under the Gambler’s Fallacy: Evidence from Asylum Judges, Loan Officers, and Baseball Umpires," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(3), pages 1181-1242.
    7. Gathergood, John, 2012. "Self-control, financial literacy and consumer over-indebtedness," Journal of Economic Psychology, Elsevier, vol. 33(3), pages 590-602.
    8. Haavio, Markus & Kotakorpi, Kaisa, 2011. "The political economy of sin taxes," European Economic Review, Elsevier, vol. 55(4), pages 575-594, May.
    9. Neszveda, G., 2019. "Essays on behavioral finance," Other publications TiSEM 05059039-5236-42a3-be1b-3, Tilburg University, School of Economics and Management.
    10. Binder, Martin & Lades, Leonhard K, 2014. "Autonomy-enhancing paternalism," 2007 Annual Meeting, July 29-August 1, 2007, Portland, Oregon TN 2015-02, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    11. Mathieu Chevrier & Brice Corgnet & Eric Guerci & Julie Rosaz, 2024. "Algorithm Credulity: Human and Algorithmic Advice in Prediction Experiments," GREDEG Working Papers 2024-03, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
    12. Daniel Chen & Tobias J. Moskowitz & Kelly Shue, 2016. "Decision-Making under the Gambler's Fallacy: Evidence from Asylum Judges, Loan Officers, and Baseball Umpires," NBER Working Papers 22026, National Bureau of Economic Research, Inc.
    13. Marco Fabbri & Michael Faure, 2018. "Toward a “constitution” for behavioral policy-making," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 65(3), pages 241-270, September.
    14. Doidge, Mary & Feng, Hongli & Hennessy, David A., 2017. "A test of the gambler’s and hot hand fallacies in farmers’ weather and market predictions," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258457, Agricultural and Applied Economics Association.
    15. Marques Benton & Stephan Meier & Charles Sprenger, 2007. "Overborrowing and undersaving: lessons and policy implications from research in behavioral economics," Public and Community Affairs Discussion Papers 2007-4, Federal Reserve Bank of Boston.
    16. Asen Ivanov, 2021. "Optimal pension plan default policies when employees are biased," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 23(3), pages 583-596, June.
    17. Schnellenbach, Jan & Schubert, Christian, 2015. "Behavioral political economy: A survey," European Journal of Political Economy, Elsevier, vol. 40(PB), pages 395-417.
    18. Stefano DellaVigna, 2009. "Psychology and Economics: Evidence from the Field," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 315-372, June.
    19. Brown, Zachary & Johnstone, Nick & Haščič, Ivan & Vong, Laura & Barascud, Francis, 2013. "Testing the effect of defaults on the thermostat settings of OECD employees," Energy Economics, Elsevier, vol. 39(C), pages 128-134.
    20. Dohmen, T.J. & Falk, A. & Huffman, D. & Marklein, F. & Sunde, U., 2009. "The non-use of Bayes rule: representative evidence on bounded rationality," Research Memorandum 038, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).

    More about this item

    Keywords

    long-term unemployment; hot hand fallacy; representative design; gambler's fallacy; probability judgment; bounded rationality; financial decision making;
    All these keywords.

    JEL classification:

    • C90 - Mathematical and Quantitative Methods - - Design of Experiments - - - General
    • D00 - Microeconomics - - General - - - General
    • D10 - Microeconomics - - Household Behavior - - - General
    • D80 - Microeconomics - - Information, Knowledge, and Uncertainty - - - General
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • H00 - Public Economics - - General - - - General

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:iza:izadps:dp4170. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.