IDEAS home Printed from https://ideas.repec.org/a/eee/gamebe/v120y2020icp345-369.html
   My bibliography  Save this article

Limited cognitive ability and selective information processing

Author

Listed:
  • Leung, Benson Tsz Kin

Abstract

This paper studies the information processing behavior of a decision maker (DM) who can only process a subset of all information he receives: before taking an action, the DM receives sequentially a number of signals and decides whether to process or ignore each of them as it is received. The model generates an information processing behavior consistent with that documented in the psychological literature: first, the DM chooses to process signals that are strong; second, his processing strategy exhibits confirmation bias if he has a strong prior belief; third, he tends to process signals that suggest favorable outcomes (wishful thinking). As an application I analyze how the Internet and the induced change in information availability affects the processing behavior of the DM. I show that providing more/better information to the DM could strengthen his confirming bias.

Suggested Citation

  • Leung, Benson Tsz Kin, 2020. "Limited cognitive ability and selective information processing," Games and Economic Behavior, Elsevier, vol. 120(C), pages 345-369.
  • Handle: RePEc:eee:gamebe:v:120:y:2020:i:c:p:345-369
    DOI: 10.1016/j.geb.2020.01.005
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0899825620300063
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.geb.2020.01.005?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Markus K. Brunnermeier & Jonathan A. Parker, 2005. "Optimal Expectations," American Economic Review, American Economic Association, vol. 95(4), pages 1092-1118, September.
    2. Philippe Jehiel & Jakub Steiner, 2020. "Selective Sampling with Information-Storage Constraints [On interim rationality, belief formation and learning in decision problems with bounded memory]," The Economic Journal, Royal Economic Society, vol. 130(630), pages 1753-1781.
    3. Yuval Heller & Eyal Winter, 2020. "Biased-Belief Equilibrium," American Economic Journal: Microeconomics, American Economic Association, vol. 12(2), pages 1-40, May.
    4. Jehiel, Philippe, 2005. "Analogy-based expectation equilibrium," Journal of Economic Theory, Elsevier, vol. 123(2), pages 81-104, August.
    5. Aghion, Philippe & Tirole, Jean, 1997. "Formal and Real Authority in Organizations," Journal of Political Economy, University of Chicago Press, vol. 105(1), pages 1-29, February.
    6. Akerlof, George A & Dickens, William T, 1982. "The Economic Consequences of Cognitive Dissonance," American Economic Review, American Economic Association, vol. 72(3), pages 307-319, June.
    7. Roland Bénabou & Jean Tirole, 2005. "Self-Confidence and Personal Motivation," International Economic Association Series, in: Bina Agarwal & Alessandro Vercelli (ed.), Psychology, Rationality and Economic Behaviour, chapter 2, pages 19-57, Palgrave Macmillan.
    8. Dan M. Kahan & Ellen Peters & Maggie Wittlin & Paul Slovic & Lisa Larrimore Ouellette & Donald Braman & Gregory Mandel, 2012. "The polarizing impact of science literacy and numeracy on perceived climate change risks," Nature Climate Change, Nature, vol. 2(10), pages 732-735, October.
    9. John H. Evans, 2003. "Have Americans' Attitudes Become More Polarized?—An Update," Social Science Quarterly, Southwestern Social Science Association, vol. 84(1), pages 71-90, March.
    10. Piccione, Michele & Rubinstein, Ariel, 1997. "On the Interpretation of Decision Problems with Imperfect Recall," Games and Economic Behavior, Elsevier, vol. 20(1), pages 3-24, July.
    11. repec:ner:ucllon:http://discovery.ucl.ac.uk/17678/ is not listed on IDEAS
    12. Sandeep Baliga & Jeffrey C. Ely, 2011. "Mnemonomics: The Sunk Cost Fallacy as a Memory Kludge," American Economic Journal: Microeconomics, American Economic Association, vol. 3(4), pages 35-67, November.
    13. Daron Acemoglu & Victor Chernozhukov & Muhamet Yildiz, 2006. "Learning and Disagreement in an Uncertain World," NBER Working Papers 12648, National Bureau of Economic Research, Inc.
    14. Nachum Sicherman & George Loewenstein & Duane J. Seppi & Stephen P. Utkus, 2016. "Editor's Choice Financial Attention," Review of Financial Studies, Society for Financial Studies, vol. 29(4), pages 863-897.
    15. Hetherington, Marc J., 2009. "Review Article: Putting Polarization in Perspective," British Journal of Political Science, Cambridge University Press, vol. 39(2), pages 413-448, April.
    16. Juan D. Carrillo & Thomas Mariotti, 2000. "Strategic Ignorance as a Self-Disciplining Device," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 67(3), pages 529-544.
    17. Matthew Gentzkow & Jesse M. Shapiro, 2011. "Ideological Segregation Online and Offline," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(4), pages 1799-1839.
    18. 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.
    19. Andrea Wilson, 2014. "Bounded Memory and Biases in Information Processing," Econometrica, Econometric Society, vol. 82, pages 2257-2294, November.
    20. Sims, Christopher A., 2003. "Implications of rational inattention," Journal of Monetary Economics, Elsevier, vol. 50(3), pages 665-690, April.
    21. Niklas Karlsson & George Loewenstein & Duane Seppi, 2009. "The ostrich effect: Selective attention to information," Journal of Risk and Uncertainty, Springer, vol. 38(2), pages 95-115, April.
    22. Russell Golman & David Hagmann & George Loewenstein, 2017. "Information Avoidance," Journal of Economic Literature, American Economic Association, vol. 55(1), pages 96-135, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Leung, B. T. K., 2020. "Learning in a Small/Big World," Cambridge Working Papers in Economics 2085, Faculty of Economics, University of Cambridge.
    2. Benson Tsz Kin Leung, 2020. "Learning in a Small/Big World," Papers 2009.11917, arXiv.org, revised Mar 2023.

    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. Hagenbach, Jeanne & Koessler, Frédéric, 2022. "Selective memory of a psychological agent," European Economic Review, Elsevier, vol. 142(C).
    2. Markus M. Möbius & Muriel Niederle & Paul Niehaus & Tanya S. Rosenblat, 2022. "Managing Self-Confidence: Theory and Experimental Evidence," Management Science, INFORMS, vol. 68(11), pages 7793-7817, November.
    3. Philippe Jehiel, 2022. "Analogy-Based Expectation Equilibrium and Related Concepts:Theory, Applications, and Beyond," PSE Working Papers halshs-03735680, HAL.
    4. Saucet, Charlotte & Villeval, Marie Claire, 2019. "Motivated memory in dictator games," Games and Economic Behavior, Elsevier, vol. 117(C), pages 250-275.
    5. Goette, L. & Han, H. J. & Leung, B. T. K., 2020. "Information Overload and Confirmation Bias," Cambridge Working Papers in Economics 2019, Faculty of Economics, University of Cambridge.
    6. Olivier Gossner & Jakub Steiner, 2016. "Optimal Illusion of Control and Related Perception Biases," Edinburgh School of Economics Discussion Paper Series 276, Edinburgh School of Economics, University of Edinburgh.
    7. Charlotte Saucet & Marie Claire Villeval, 2019. "Motivated memory in dictator games," Post-Print halshs-02193604, HAL.
    8. Marianne Andries & Valentin Haddad, 2020. "Information Aversion," Journal of Political Economy, University of Chicago Press, vol. 128(5), pages 1901-1939.
    9. Coutts, Alexander, 2019. "Testing models of belief bias: An experiment," Games and Economic Behavior, Elsevier, vol. 113(C), pages 549-565.
    10. Francesca Lipari, 2018. "This Is How We Do It: How Social Norms and Social Identity Shape Decision Making under Uncertainty," Games, MDPI, vol. 9(4), pages 1-31, December.
    11. Schwardmann, Peter, 2019. "Motivated health risk denial and preventative health care investments," Journal of Health Economics, Elsevier, vol. 65(C), pages 78-92.
    12. Leung, B. T. K., 2018. "Limited Cognitive Ability and Selective Information Processing," Cambridge Working Papers in Economics 1891, Faculty of Economics, University of Cambridge.
    13. Elyès Jouini & Clotilde Napp, 2018. "The Impact of Health-Related Emotions on Belief Formation and Behavior," Theory and Decision, Springer, vol. 84(3), pages 405-427, May.
    14. Chadi, Adrian & Homolka, Konstantin, 2022. "Little Lies and Blind Eyes – Experimental Evidence on Cheating and Task Performance in Work Groups," Journal of Economic Behavior & Organization, Elsevier, vol. 199(C), pages 122-159.
    15. Bobba, Matteo & Frisancho, Veronica, 2022. "Self-perceptions about academic achievement: Evidence from Mexico City," Journal of Econometrics, Elsevier, vol. 231(1), pages 58-73.
    16. Philippe Jehiel & Jakub Steiner, 2020. "Selective Sampling with Information-Storage Constraints [On interim rationality, belief formation and learning in decision problems with bounded memory]," The Economic Journal, Royal Economic Society, vol. 130(630), pages 1753-1781.
    17. Augenblick, Ned & Cunha, Jesse M. & Dal Bó, Ernesto & Rao, Justin M., 2016. "The economics of faith: using an apocalyptic prophecy to elicit religious beliefs in the field," Journal of Public Economics, Elsevier, vol. 141(C), pages 38-49.
    18. Daniele Pennesi, 2020. "Identity and information acquisition," Carlo Alberto Notebooks 610, Collegio Carlo Alberto, revised 2021.
    19. Kai Barron, 2021. "Belief updating: does the ‘good-news, bad-news’ asymmetry extend to purely financial domains?," Experimental Economics, Springer;Economic Science Association, vol. 24(1), pages 31-58, March.
    20. Cheng, Ing-Haw & Hsiaw, Alice, 2022. "Distrust in experts and the origins of disagreement," Journal of Economic Theory, Elsevier, vol. 200(C).

    More about this item

    Keywords

    Limited ability; Information overload; Information avoidance; Confirmation bias; Wishful thinking; Polarization;
    All these keywords.

    JEL classification:

    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • D90 - Microeconomics - - Micro-Based Behavioral Economics - - - General

    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:eee:gamebe:v:120:y:2020:i:c:p:345-369. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/622836 .

    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.