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Measuring Information Preferences

Author

Listed:
  • Emily H. Ho

    (Department of Psychology, Fordham University, Bronx, New York 10458; Department of Medical Social Sciences, Northwestern University, Chicago, Illinois 60611;)

  • David Hagmann

    (Harvard Kennedy School, Harvard University, Cambridge, Massachusetts 02138; Department of Social and Decision Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213)

  • George Loewenstein

    (Department of Social and Decision Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213)

Abstract

Advances in medical testing and widespread access to the internet have made it easier than ever to obtain information. Yet, when it comes to some of the most important decisions in life, people often choose to remain ignorant for a variety of psychological and economic reasons. We design and validate an information preferences scale to measure an individual’s desire to obtain or avoid information that may be unpleasant but could improve future decisions. The scale measures information preferences in three domains that are psychologically and materially consequential: consumer finance, personal characteristics, and health. In three studies incorporating responses from over 2,300 individuals, we present tests of the scale’s reliability and validity. We show that the scale predicts a real decision to obtain (or avoid) information in each of the domains as well as decisions from out-of-sample, unrelated domains. Across settings, many respondents prefer to remain in a state of active ignorance even when information is freely available. Moreover, we find that information preferences are a stable trait but that an individual’s preference for information can differ across domains.

Suggested Citation

  • Emily H. Ho & David Hagmann & George Loewenstein, 2021. "Measuring Information Preferences," Management Science, INFORMS, vol. 67(1), pages 126-145, January.
  • Handle: RePEc:inm:ormnsc:v:67:y:2021:i:1:p:126-145
    DOI: 10.1287/mnsc.2019.3543
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    as
    1. Daniel Fernandes & John G. Lynch & Richard G. Netemeyer, 2014. "Financial Literacy, Financial Education, and Downstream Financial Behaviors," Management Science, INFORMS, vol. 60(8), pages 1861-1883, August.
    2. Botond Kőszegi & Matthew Rabin, 2006. "A Model of Reference-Dependent Preferences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(4), pages 1133-1165.
    3. Druckman, James N. & Peterson, Erik & Slothuus, Rune, 2013. "How Elite Partisan Polarization Affects Public Opinion Formation," American Political Science Review, Cambridge University Press, vol. 107(1), pages 57-79, February.
    4. Uri Gneezy & Jan Potters, 1997. "An Experiment on Risk Taking and Evaluation Periods," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 631-645.
    5. Zeelenberg, M., 1999. "Anticipated regret, expected feedback and behavioral decision-making," Other publications TiSEM 38371d1b-31fd-45b0-860f-b, Tilburg University, School of Economics and Management.
    6. Ledyard Tucker & Charles Lewis, 1973. "A reliability coefficient for maximum likelihood factor analysis," Psychometrika, Springer;The Psychometric Society, vol. 38(1), pages 1-10, March.
    7. Nicholas J. Schork, 2015. "Personalized medicine: Time for one-person trials," Nature, Nature, vol. 520(7549), pages 609-611, April.
    8. Botond Koszegi & Matthew Rabin, 2009. "Reference-Dependent Consumption Plans," American Economic Review, American Economic Association, vol. 99(3), pages 909-936, June.
    9. Emily Oster & Ira Shoulson & E. Ray Dorsey, 2013. "Optimal Expectations and Limited Medical Testing: Evidence from Huntington Disease," American Economic Review, American Economic Association, vol. 103(2), pages 804-830, April.
    10. Stigler, George J., 2011. "Economics of Information," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 5, pages 35-49.
    11. Bazerman, Max H. & Sezer, Ovul, 2016. "Bounded awareness: Implications for ethical decision making," Organizational Behavior and Human Decision Processes, Elsevier, vol. 136(C), pages 95-105.
    12. Caplin, Andrew & Eliaz, Kfir, 2003. "AIDS Policy and Psychology: A Mechanism-Design Approach," RAND Journal of Economics, The RAND Corporation, vol. 34(4), pages 631-646, Winter.
    13. David Eil & Justin M. Rao, 2011. "The Good News-Bad News Effect: Asymmetric Processing of Objective Information about Yourself," American Economic Journal: Microeconomics, American Economic Association, vol. 3(2), pages 114-138, May.
    14. Ananda Ganguly & Joshua Tasoff, 2017. "Fantasy and Dread: The Demand for Information and the Consumption Utility of the Future," Management Science, INFORMS, vol. 63(12), pages 4037-4060, December.
    15. Antonovsky, Aaron, 1993. "The structure and properties of the sense of coherence scale," Social Science & Medicine, Elsevier, vol. 36(6), pages 725-733, March.
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    Cited by:

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    2. Romain Espinosa & Thibaut Arpinon & Paco Maginot & Sébastien Demange & Florimond Peureux, 2024. "Removing barriers to plant-based diets: assisting doctors with vegan patients," Post-Print hal-04479493, HAL.
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    6. Konstantin Offer & Dorothee Mischkowski & Zoe Rahwan & Christoph Engel, 2024. "Deliberately Ignoring Unfairness: Responses to Uncertain Inequality in the Ultimatum Game," Discussion Paper Series of the Max Planck Institute for Research on Collective Goods 2024_06, Max Planck Institute for Research on Collective Goods.
    7. Charlotte Cordes & Jana Friedrichsen & Simeon Schudy, 2023. "Motivated Procrastination," Rationality and Competition Discussion Paper Series 471, CRC TRR 190 Rationality and Competition.
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    9. Russell Golman & George Loewenstein & Andras Molnar & Silvia Saccardo, 2022. "The Demand for, and Avoidance of, Information," Management Science, INFORMS, vol. 68(9), pages 6454-6476, September.
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    12. Espinosa, Romain & Arpinon, Thibaut & Maginot, Paco & Demange, Sébastien & Peureux, Florimond, 2024. "Removing barriers to plant-based diets: Assisting doctors with vegan patients," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 109(C).

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