Pradiptyo, Rimawan and Sasmitasiwi, Banoon and Sahadewo, Gumilang Aryo (2011): Evidence of homo economicus? Findings from experiment on evolutionary prisoners' dilemma game.
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This paper aims to analyze subjects’ behavior in an experiment on evolutionary process of prisoners’ dilemma game. The experiment has been designed by using sixteen one-shot prisoners’ dilemma games with payoffs perturbation and random matching players under perfect information. The subjects of the experiment were students and staff in Universitas Gadjah Mada, Indonesia. In contrast to previous studies, for instance Selten and Stoecker’s (1986) Cooper’s, et.al (1991, 1996), the majority of the subjects in this experiment tend to choose Nash equilibrium strategy consistently from the first game. The result showed that the proportion of the Nash equilibrium outcome was consistently in the range of 85%-88%, whereas the tacit cooperation or Pareto optimum outcome was about 1%-2%. There were evidence that payoffs perturbation influences players’ decision. In contrast to the previous studies above, the results from this study revealed that the vast majority of the subjects tend to choose the dominant strategy as prescribed in Game Theory.
|Item Type:||MPRA Paper|
|Original Title:||Evidence of homo economicus? Findings from experiment on evolutionary prisoners' dilemma game|
|English Title:||Evidence of homo economicus? Findings from experiment on evolutionary prisoners' dilemma game|
|Keywords:||Prisoners' dilemma, experiment, random-matching players, payoffs perturbation, framing effect|
|Subjects:||C - Mathematical and Quantitative Methods > C9 - Design of Experiments > C92 - Laboratory, Group Behavior
C - Mathematical and Quantitative Methods > C7 - Game Theory and Bargaining Theory > C73 - Stochastic and Dynamic Games ; Evolutionary Games ; Repeated Games
|Depositing User:||Rimawan Pradiptyo|
|Date Deposited:||26. Apr 2011 18:17|
|Last Modified:||15. Feb 2013 21:21|
Ahn, T., E. Ostrom, D. Schmidt, R. Shupp & J. Walker (1998), “Cooperation in PD Games: Fear, Greed and History of Play,” Working paper, Indiana University.
Allais, M. (1953), “Le comportement de l’Homme rationnel devant le risque,” Econometrica, 21: 503-546
Alexander, J.M. (Fall 2009 Edition), "Evolutionary Game Theory", The Stanford Encyclopedia of Philosophy, Edward N. Zalta (ed.), downloaded January 10th 2011 from http://plato.stanford.edu/archives/fall2009/entries/game-evolutionary/
Andreoni, J. and J. Miller (1993), “Rational Cooperation in the Finitely Repeated Prisoner’s Dilemma: Experimental Evidence,” Economic Journal, 103: 570-585.
Axelrod, R. (1984), The Evolution of Cooperation, Basic Books: New York.
Bendor, J. (1993), “Uncertainty and The Evolution of Cooperation,” American Journal of Political Science, 31:531-538.
Bendor, J., R.M. Kramer, S. Stout (1991), “When in Doubt... Cooperation in a Noisy Prisoner’s Dilemma,” Journal of Conflict Resolution, 35: 691-719.
Bereby-Meyer, Y. and A.E. Roth (2006), “The Speed of Learning in Noisy Games: Partial Reinforcement and the Sustainability of Cooperation,” American Economic Review, 96: 1029-1042.
Binmore, K. and L. Samuelson (2001), “Evolution and Mixed Strategies,” Games and Economic Behavior, 34:200-226.
Bonacich, P., G.H. Shure, J.P. Kahan, and R.J. Meeker (1976), “Cooperation and Group Size in the N-Person prisoner’s Dilemma,” Journal of Conﬂict Resolution, 20: 687–706.
Brosig, J. (2002), “Identifying Cooperative Behavior: Some Experimental Results in a Prisoner’s Dilemma Game,” Journal of Economic Behavior and Organization, 47: 275-290.
Cooper, R. D.V. Dejong, R. Forsythe, and T.W. Ross (1996), “Cooperation Without Reputation: Experimental Evidence from the Prisoner’s Dilemma Games,” Games and Economic Behavior, 12: 187-218.
Donninger, C. (1986), “Is it Always Efficient to be Nice? A Computer Simulation of Axelrod’s Computer Tournament,” in Paradoxical Effects of Social Behavior, page 123-134, A. Diekmann and P Mitter eds. Physica-Verlag: Heidelberg. Easley, D. and J. Kleinberg (2010), “Chapter 7, Evolutionary Game Theory,” from Networks, Crowds, and Markets: Reasoning about a Highly Connected World, Cambridge: Cambridge University Press, downloaded January 10th 2011 from http://www.cs.cornell.edu/home/kleinber/networks-book/networks-book-ch07.pdf.
Ellison, G. (1994), “Cooperation in the Prisoner’s Dilemma with Anonymous Random Matching,” The Review of Economic Studies, 61:567-588.
Ellsberg, D. (1961), "Risk, Ambiguity, and the Savage Axioms," Quarterly Journal of Economics, 75: 643–669.
Frank, R.H. (1988), Passions Within Reason: The Strategic Role of Emotions, WW Norton & Co: New York.
Frank, R.H., T. Gilovich, and D.T. Regan (1993), “The Evolution of One-Shot Cooperation: An Experiment,” Ethology and Sociobiology, 14: 247-256.
Garapin, A., D. Llerena, and M. Hollard (2010), “When a Precedent of Donation Favors Defection in the Prisoner’s Dilemma,” Working Paper GAEL, 2010:08.
Gintis, H., S. Bowles, R. Boyd and E. Fehr (2005), Moral sentiments and Material Interests – The Foundations of Cooperation in Economic Life, Boston: MIT Press.
Gong, B. and C.L. Yang (2010), “Reputation and Cooperation: An Experiment on Prisoner’s Dilemma with Second-order Information,” Working paper, downloaded January 27th 2011 from http://papers.ssrn.com/sol3/papers.cfm?abstract_id=1549605.
Harrington, J.E. (1989), “If Homo Economics Could Choose His Own Utility Function, Would He Want One with Conscience?” Comment, American Economic Review, 79: 588-593.
Hofbauer, J., and W.H. Sandholm (2007), “Evolution in Games with Randomly Disturbed Payoffs,” Journal of Economic Theory, 132:47-69.
Holt, Charles (1986), "Preference Reversals and the Independence Axiom," American Economic Review, 76:508-515.
Komorita, S.S., J. Sweeney, & D.A. Kravitz (1980), “Cooperative Choice in the N-Person Dilemma Situation,” Journal of Personality and Social Psychology, 38: 504–516
Kreps, D., P. Milgrom, J. Roberts, and R. Wilson (1982), “Rational Cooperation in the Finitely Repeated Prisoner’s Dilemma,” Journal of Economic Theory, 17: 245-252
Mas-Colell, A., M. Whinston, and J. Green (1995), Microeconomic Theory, Oxford University Press: Oxford
Okuno-Fujiwara, M. and A. Postlewaite (1995),” Social Norms and Random Matching Games,” Games and Economic Behavior, 9:79-109.
Poundstone, W. (1992), Prisoner’s Dilemma, Doubleday: New York.
Pradiptyo, R., 1998, “Experimental Test of Interlinked-Prisoner’s Dilemma: Incorporating Fairness in Public Choice Theory,” MSc Dissertation, unpublished, Department of Economics and Related Studies, University of York.
Rapoport, A. and M.A. Chammah (1965), Prisoner’s dilemma, Ann Arbor: University of Michigan Press.
Romp, G. (1997), Game Theory: Introduction and Applications, Oxford University Press: Oxford.
Selten, R. and R. Stoecker (1986), “End Behavior in Sequences of Finite Prisoner’s Dilemma Supergames: A Learning Theory Approach,” Journal of Economic Behavior and Organization, 7:47-70
Takahashi, S. (2010), “Community Enforcement when Players Observe Partners' Past Play”, Journal of Economic Theory, 145:42-62.
Tversky, A. and D. Kahneman (1979), “Prospect Theory: An Analysis of Decision under Risk,” Econometrica, 47:263-292.
Tversky, A. and D. Kahneman (1986), “Rational Choice and the Framing Decisions,” Journal of Business, 59: S251-278
Vlaev, I. and N. Chater (2007), “Context Effects in Games: Local Versus Global Sequential Effects on Choice in The Prisoner’s Dilemma Game,” Judgment and Decision Making, 2:380–389