IDEAS home Printed from https://ideas.repec.org/a/eee/jeborg/v211y2023icp60-81.html
   My bibliography  Save this article

Adaptive utility

Author

Listed:
  • Robson, Arthur J.
  • Whitehead, Lorne A.
  • Robalino, Nikolaus

Abstract

This paper models the real-time adaptation of utility when individuals have a limited capacity to make fine distinctions. A simple adaptive mechanism is proposed that adapts utility to an arbitrary distribution of rewards in a way that is ultimately optimal, in terms of minimizing the probability of errors. A modified simple mechanism is approximately optimal in terms of maximizing expected utility. The model generates the so-called “hedonic treadmill” and induces a preference for rising consumption.

Suggested Citation

  • Robson, Arthur J. & Whitehead, Lorne A. & Robalino, Nikolaus, 2023. "Adaptive utility," Journal of Economic Behavior & Organization, Elsevier, vol. 211(C), pages 60-81.
    • Handle: RePEc:eee:jeborg:v:211:y:2023:i:c:p:60-81
    DOI: 10.1016/j.jebo.2023.04.023
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167268123001348
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jebo.2023.04.023?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. Christian Dustmann & Costas Meghir, 2005. "Wages, Experience and Seniority," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 77-108.
    2. Nick Netzer, 2009. "Evolution of Time Preferences and Attitudes toward Risk," American Economic Review, American Economic Association, vol. 99(3), pages 937-955, June.
    3. Arthur J. Robson, 2001. "The Biological Basis of Economic Behavior," Journal of Economic Literature, American Economic Association, vol. 39(1), pages 11-33, March.
    4. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    5. Luis Rayo & Gary S. Becker, 2007. "Evolutionary Efficiency and Happiness," Journal of Political Economy, University of Chicago Press, vol. 115(2), pages 302-337.
    6. Robson, Arthur J., 1996. "A Biological Basis for Expected and Non-expected Utility," Journal of Economic Theory, Elsevier, vol. 68(2), pages 397-424, February.
    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. Herold, Florian & Netzer, Nick, 2023. "Second-best probability weighting," Games and Economic Behavior, Elsevier, vol. 138(C), pages 112-125.
    2. José F. Tudón M., 2019. "Perception, utility, and evolution," Economic Theory Bulletin, Springer;Society for the Advancement of Economic Theory (SAET), vol. 7(2), pages 191-208, December.
    3. 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.
    4. Jakub Steiner & Colin Stewart, 2016. "Perceiving Prospects Properly," American Economic Review, American Economic Association, vol. 106(7), pages 1601-1631, July.
    5. Steiner, Jakub & Netzer, Nick & Robson, Arthur & Kocourek, Pavel, 2021. "Endogenous Risk Attitudes," CEPR Discussion Papers 16190, C.E.P.R. Discussion Papers.
    6. Moshe Levy, 2022. "An evolutionary explanation of the Allais paradox," Journal of Evolutionary Economics, Springer, vol. 32(5), pages 1545-1574, November.
    7. Steiner, Jakub & Jehiel, Philippe, 2017. "On Second Thoughts, Selective Memory, and Resulting Behavioral Biases," CEPR Discussion Papers 12546, C.E.P.R. Discussion Papers.
    8. Cronqvist, Henrik & Siegel, Stephan, 2014. "The genetics of investment biases," Journal of Financial Economics, Elsevier, vol. 113(2), pages 215-234.
    9. Levy, Moshe, 2015. "An evolutionary explanation for risk aversion," Journal of Economic Psychology, Elsevier, vol. 46(C), pages 51-61.
    10. Steiner, Jakub & Stewart, Colin, 2014. "Perceiving Prospects Properly," 2007 Annual Meeting, July 29-August 1, 2007, Portland, Oregon TN 2015-39, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    11. Marco Castillo & Ragan Petrie & Maximo Torero, 2008. "Rationality and the Nature of the Market," Experimental Economics Center Working Paper Series 2008-12, Experimental Economics Center, Andrew Young School of Policy Studies, Georgia State University.
    12. Songjia Fan & Yi Tao & Cong Li, 2022. "Evolutionary rationality of risk preference," Papers 2206.09813, arXiv.org.
    13. Olivier Gossner & Christoph Kuzmics, 2019. "Preferences Under Ignorance," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 60(1), pages 241-257, February.
    14. Glimcher, Paul W. & Tymula, Agnieszka A., 2023. "Expected subjective value theory (ESVT): A representation of decision under risk and certainty," Journal of Economic Behavior & Organization, Elsevier, vol. 207(C), pages 110-128.
    15. Ryan Webb & Paul W. Glimcher & Kenway Louie, 2021. "The Normalization of Consumer Valuations: Context-Dependent Preferences from Neurobiological Constraints," Management Science, INFORMS, vol. 67(1), pages 93-125, January.
    16. 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.
    17. J. Miguel Villas-Boas, 2024. "Toward an Information-Processing Theory of Loss Aversion," Marketing Science, INFORMS, vol. 43(3), pages 523-541, May.
    18. Gossner, Olivier & Steiner, Jakub, 2018. "On the cost of misperception: General results and behavioral applications," Journal of Economic Theory, Elsevier, vol. 177(C), pages 816-847.
    19. Avi Waksberg & Andrew Smith & Martin Burd, 2012. "A model of decision making in an ecologically realistic environment: Relative comparison and the Independence of Irrelevant Alternatives," Journal of Bioeconomics, Springer, vol. 14(3), pages 197-215, October.
    20. Cavatorta, Elisa & Groom, Ben, 2014. "Preferences and Exposure to Shocks: Evidence from a Natural Experiment in Palestine," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100592, Verein für Socialpolitik / German Economic Association.

    More about this item

    Keywords

    Utility; Cardinal; Evolutionary biology; Adaptation; Bounded rationality;
    All these keywords.

    JEL classification:

    • A12 - General Economics and Teaching - - General Economics - - - Relation of Economics to Other Disciplines
    • D11 - Microeconomics - - Household Behavior - - - Consumer Economics: Theory

    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:jeborg:v:211:y:2023:i:c:p:60-81. 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/jebo .

    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.