IDEAS home Printed from https://ideas.repec.org/a/eee/ecolet/v256y2025ics0165176525004525.html

Bounded rationality in one-player guessing games

Author

Listed:
  • Akhavan Hezaveh, Shahriar

Abstract

This study examines deviations from optimal play in a one-player guessing game with a distance-based payoff function. Nearly half of the observed non-optimal choices follow simple numeric patterns: choosing identical numbers or selecting one as half of the other. These may reflect joint optimization against an unknown target or best-response reasoning as if facing an imagined opponent. Cognitive Reflection Test scores predict behavioral transitions from unstructured to patterned, and from patterned to optimal choices. The findings suggest that many seemingly suboptimal decisions reflect structured, payoff-sensitive reasoning shaped by how participants internally represent the game’s structure.

Suggested Citation

  • Akhavan Hezaveh, Shahriar, 2025. "Bounded rationality in one-player guessing games," Economics Letters, Elsevier, vol. 256(C).
  • Handle: RePEc:eee:ecolet:v:256:y:2025:i:c:s0165176525004525
    DOI: 10.1016/j.econlet.2025.112615
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0165176525004525
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.econlet.2025.112615?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Brañas-Garza, Pablo & García-Muñoz, Teresa & González, Roberto Hernán, 2012. "Cognitive effort in the Beauty Contest Game," Journal of Economic Behavior & Organization, Elsevier, vol. 83(2), pages 254-260.
    2. Alaoui, Larbi & Janezic, Katharina A. & Penta, Antonio, 2020. "Reasoning about others' reasoning," Journal of Economic Theory, Elsevier, vol. 189(C).
    3. Ciril Bosch-Rosa & Thomas Meissner, 2020. "The one player guessing game: a diagnosis on the relationship between equilibrium play, beliefs, and best responses," Experimental Economics, Springer;Economic Science Association, vol. 23(4), pages 1129-1147, December.
    4. Terri Kneeland, 2015. "Identifying Higher‐Order Rationality," Econometrica, Econometric Society, vol. 83(5), pages 2065-2079, September.
    5. Nagel, Rosemarie & Bühren, Christoph & Frank, Björn, 2017. "Inspired and inspiring: Hervé Moulin and the discovery of the beauty contest game," Mathematical Social Sciences, Elsevier, vol. 90(C), pages 191-207.
    6. Ye Jin, 2021. "Does level-k behavior imply level-k thinking?," Experimental Economics, Springer;Economic Science Association, vol. 24(1), pages 330-353, March.
    7. Grosskopf, Brit & Nagel, Rosemarie, 2008. "The two-person beauty contest," Games and Economic Behavior, Elsevier, vol. 62(1), pages 93-99, January.
    8. Açıkgöz, Bernur & Dubois, Dimitri & Nguyen-Huu, Adrien & Duchêne, Sébastien & Willinger, Marc, 2024. "Depth of reasoning in the 11–20 game differs between financial professionals and students. A lab-in-the-field experiment," Economics Letters, Elsevier, vol. 239(C).
    9. Eileen Chou & Margaret McConnell & Rosemarie Nagel & Charles Plott, 2009. "The control of game form recognition in experiments: understanding dominant strategy failures in a simple two person “guessing” game," Experimental Economics, Springer;Economic Science Association, vol. 12(2), pages 159-179, June.
    10. King King Li & Kang Rong, 2023. "A Two-Step Guessing Game," Post-Print hal-04376266, HAL.
    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. King King Li & Kang Rong, 2024. "A two-step guessing game," Theory and Decision, Springer, vol. 97(1), pages 89-108, August.
    2. Maria Cubel & Santiago Sanchez-Pages, 2021. "Gazes and numbers: Two experiments in strategic sophistication and gender bias," Department of Economics Working Papers 78/21, University of Bath, Department of Economics.
    3. Wei James Chen & Meng-Jhang Fong & Po-Hsuan Lin, 2023. "Measuring Higher-Order Rationality with Belief Control," Papers 2309.07427, arXiv.org, revised Dec 2024.
    4. Ciril Bosch-Rosa & Thomas Meissner, 2020. "The one player guessing game: a diagnosis on the relationship between equilibrium play, beliefs, and best responses," Experimental Economics, Springer;Economic Science Association, vol. 23(4), pages 1129-1147, December.
    5. Zafer Akin, 2023. "Asymmetric guessing games," Theory and Decision, Springer, vol. 94(4), pages 637-676, May.
    6. Mauersberger, Felix & Nagel, Rosemarie & Bühren, Christoph, 2020. "Bounded rationality in Keynesian beauty contests: A lesson for central bankers?," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy, vol. 14, pages 1-38.
    7. Cubel, María & Sanchez-Pages, Santiago, 2022. "Gender differences in equilibrium play and strategic sophistication variability," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 287-299.
    8. King King Li & Kang Rong, 2023. "A Two-Step Guessing Game," Post-Print hal-04376266, HAL.
    9. Ye Jin, 2021. "Does level-k behavior imply level-k thinking?," Experimental Economics, Springer;Economic Science Association, vol. 24(1), pages 330-353, March.
    10. Nagel, Rosemarie & Bühren, Christoph & Frank, Björn, 2017. "Inspired and inspiring: Hervé Moulin and the discovery of the beauty contest game," Mathematical Social Sciences, Elsevier, vol. 90(C), pages 191-207.
    11. Alekseenko, Iuliia & Dagaev, Dmitry & Paklina, Sofiia & Parshakov, Petr, 2025. "Strategizing with AI: Insights from a beauty contest experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 240(C).
    12. Hanaki, Nobuyuki & Koriyama, Yukio & Sutan, Angela & Willinger, Marc, 2019. "The strategic environment effect in beauty contest games," Games and Economic Behavior, Elsevier, vol. 113(C), pages 587-610.
    13. Açıkgöz, Bernur & Dubois, Dimitri & Nguyen-Huu, Adrien & Duchêne, Sébastien & Willinger, Marc, 2024. "Depth of reasoning in the 11–20 game differs between financial professionals and students. A lab-in-the-field experiment," Economics Letters, Elsevier, vol. 239(C).
    14. Darija Barak & Miguel Costa-Gomes, 2025. "Humans expect rationality and cooperation from LLM opponents in strategic games," Papers 2505.11011, arXiv.org.
    15. Dietmar Fehr & Steffen Huck, 2016. "Who knows it is a game? On strategic awareness and cognitive ability," Experimental Economics, Springer;Economic Science Association, vol. 19(4), pages 713-726, December.
    16. Burkhard C. Schipper & Hang Zhou, 2026. "Level-k thinking in the extensive form," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 81(1), pages 149-189, February.
    17. Bodo Herzog & Stefanie Schnee, 2022. "Exploring a Dualism of Human Rationality: Experimental Study of a Cheating Contest Game," IJERPH, MDPI, vol. 19(13), pages 1-13, June.
    18. Shuige Liu, 2024. "Level-$k$ Reasoning, Cognitive Hierarchy, and Rationalizability," Papers 2404.19623, arXiv.org, revised Sep 2024.
    19. C. Mónica Capra, 2019. "Understanding decision processes in guessing games: a protocol analysis approach," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 5(1), pages 123-135, August.
    20. Zonca, Joshua & Coricelli, Giorgio & Polonio, Luca, 2020. "Gaze patterns disclose the link between cognitive reflection and sophistication in strategic interaction," Judgment and Decision Making, Cambridge University Press, vol. 15(2), pages 230-245, March.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
    • D01 - Microeconomics - - General - - - Microeconomic Behavior: Underlying Principles
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making

    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:ecolet:v:256:y:2025:i:c:s0165176525004525. 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/ecolet .

    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.