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Beliefs, learning, and personality in the indefinitely repeated prisoner's dilemma

Author

Listed:
  • David Gill
  • Yaroslav Rosokha
Abstract
We aim to understand the role and evolution of beliefs in the indefinitely repeated prisoner's dilemma (IRPD). To do so, we elicit beliefs about the supergame strategies chosen by others. We find that heterogeneity in beliefs and changes in beliefs with experience are central to understanding behavior and learning in the IRPD. Beliefs strongly predict cooperation, beliefs respond to the return to cooperation, most subjects choose strategies that perform well given their beliefs, and beliefs change with experience while becoming more accurate over time. Finally, we uncover a novel mechanism whereby trusting subjects learn to cooperate through their interaction with experience.

Suggested Citation

  • David Gill & Yaroslav Rosokha, 2023. "Beliefs, learning, and personality in the indefinitely repeated prisoner's dilemma," Purdue University Economics Working Papers 1332, Purdue University, Department of Economics.
    • Handle: RePEc:pur:prukra:1332
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    References listed on IDEAS

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    1. Jordi Brandts & Gary Charness, 2011. "The strategy versus the direct-response method: a first survey of experimental comparisons," Experimental Economics, Springer;Economic Science Association, vol. 14(3), pages 375-398, September.
    2. 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.
    3. Auerswald, Heike & Schmidt, Carsten & Thum, Marcel & Torsvik, Gaute, 2018. "Teams in a public goods experiment with punishment," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 72(C), pages 28-39.
    4. Matthew Embrey & Guillaume R Fréchette & Sevgi Yuksel, 2018. "Cooperation in the Finitely Repeated Prisoner’s Dilemma," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(1), pages 509-551.
    5. Ben Greiner, 2015. "Subject pool recruitment procedures: organizing experiments with ORSEE," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 1(1), pages 114-125, July.
    6. Ahn, T.K. & Isaac, R. Mark & Salmon, Timothy C., 2011. "Rent seeking in groups," International Journal of Industrial Organization, Elsevier, vol. 29(1), pages 116-125, January.
    7. Guillaume R. Fréchette & Sevgi Yuksel, 2017. "Infinitely repeated games in the laboratory: four perspectives on discounting and random termination," Experimental Economics, Springer;Economic Science Association, vol. 20(2), pages 279-308, June.
    8. Camera, Gabriele & Casari, Marco & Bigoni, Maria, 2012. "Cooperative strategies in anonymous economies: An experiment," Games and Economic Behavior, Elsevier, vol. 75(2), pages 570-586.
    9. Tamar Kugler & Edgar E. Kausel & Martin G. Kocher, 2012. "Are Groups more Rational than Individuals? A Review of Interactive Decision Making in Groups," CESifo Working Paper Series 3701, CESifo.
    10. D. Fudenberg & D. K. Levine, 2017. "Whither game theory? Towards a theory oflearning in games," Voprosy Ekonomiki, NP Voprosy Ekonomiki, issue 5.
    11. Roman M. Sheremeta, 2016. "Impulsive Behavior in Competition: Testing Theories of Overbidding in Rent-Seeking Contests," Working Papers 16-21, Chapman University, Economic Science Institute.
    12. Müller, Wieland & Tan, Fangfang, 2013. "Who acts more like a game theorist? Group and individual play in a sequential market game and the effect of the time horizon," Games and Economic Behavior, Elsevier, vol. 82(C), pages 658-674.
    13. John H. Kagel & Peter McGee, 2016. "Team versus Individual Play in Finitely Repeated Prisoner Dilemma Games," American Economic Journal: Microeconomics, American Economic Association, vol. 8(2), pages 253-276, May.
    14. Erte Xiao & Howard Kunreuther, 2016. "Punishment and Cooperation in Stochastic Social Dilemmas," Journal of Conflict Resolution, Peace Science Society (International), vol. 60(4), pages 670-693, June.
    15. Drew Fudenberg & David K Levine, 2016. "Whither Game Theory?," Levine's Working Paper Archive 786969000000001307, David K. Levine.
    16. John A. List & Michael K. Price (ed.), 2013. "Handbook on Experimental Economics and the Environment," Books, Edward Elgar Publishing, number 12964.
    17. Dreber, Anna & Fudenberg, Drew & Rand, David G., 2014. "Who cooperates in repeated games: The role of altruism, inequity aversion, and demographics," Journal of Economic Behavior & Organization, Elsevier, vol. 98(C), pages 41-55.
    18. Reinhard Selten & Michael Mitzkewitz & Gerald R. Uhlich, 1997. "Duopoly Strategies Programmed by Experienced Players," Econometrica, Econometric Society, vol. 65(3), pages 517-556, May.
    19. Drew Fudenberg & David G. Rand & Anna Dreber, 2012. "Slow to Anger and Fast to Forgive: Cooperation in an Uncertain World," American Economic Review, American Economic Association, vol. 102(2), pages 720-749, April.
    20. Merlo, Antonio & Schotter, Andrew, 1992. "Theory and Misbehavior of First-Price Auctions: Comment," American Economic Review, American Economic Association, vol. 82(5), pages 1413-1425, December.
    21. Cox, Caleb A. & Stoddard, Brock, 2018. "Strategic thinking in public goods games with teams," Journal of Public Economics, Elsevier, vol. 161(C), pages 31-43.
    22. Cason, Timothy N. & Mui, Vai-Lam, 2015. "Individual versus Group Play in the Repeated Coordinated Resistance Game," Journal of Experimental Political Science, Cambridge University Press, vol. 2(1), pages 94-106, April.
    23. Bornstein, Gary & Kugler, Tamar & Budescu, David V. & Selten, Reinhard, 2008. "Repeated price competition between individuals and between teams," Journal of Economic Behavior & Organization, Elsevier, vol. 66(3-4), pages 808-821, June.
    24. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
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