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Cognitive load in the multi-player prisoner's dilemma game: Are there brains in games?

  • Duffy, Sean
  • Smith, John

We find that differences in the ability to devote cognitive resources to a strategic interaction imply differences in strategic behavior. In our experiment, we manipulate the availability of cognitive resources by applying a differential cognitive load. In cognitive load experiments, subjects are directed to perform a task which occupies cognitive resources, in addition to making a choice in another domain. The greater the cognitive resources required for the task implies that fewer such resources will be available for deliberation on the choice. Although much is known about how subjects make decisions under a cognitive load, little is known about how this affects behavior in strategic games. We run an experiment in which subjects play a repeated multi-player prisoner's dilemma game under two cognitive load treatments. In one treatment, subjects are placed under a high cognitive load (given a 7 digit number to recall) and subjects in the other are placed under a low cognitive load (given a 2 digit number). According to two different measures, we find evidence that the low load subjects behave more strategically. First, the behavior of the low load subjects converged to the Subgame Perfect Nash Equilibrium prediction at a faster rate than the high load subjects. Second, we find evidence that low load subjects were better able to condition their behavior on the outcomes of previous periods.

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Paper provided by University Library of Munich, Germany in its series MPRA Paper with number 38825.

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Date of creation: 15 May 2012
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Handle: RePEc:pra:mprapa:38825
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  1. Vincent P. Crawford & Miguel A. Costa-Gomes & Nagore Iriberri, 2013. "Structural Models of Nonequilibrium Strategic Thinking: Theory, Evidence, and Applications," Journal of Economic Literature, American Economic Association, vol. 51(1), pages 5-62, March.
  2. Bartosz Mackowiak & Mirko Wiederholt, 2008. "Business Cycle Dynamics under Rational Inattention," 2008 Meeting Papers 1059, Society for Economic Dynamics.
  3. Piovesan, Marco & Wengström, Erik, 2009. "Fast or fair? A study of response times," Economics Letters, Elsevier, vol. 105(2), pages 193-196, November.
  4. Sylvain Béal, 2010. "Perceptron versus Automaton in the Finitely Repeated Prisoner's Dilemma," Post-Print halshs-00530593, HAL.
  5. Shiv, Baba & Fedorikhin, Alexander, 1999. " Heart and Mind in Conflict: The Interplay of Affect and Cognition in Consumer Decision Making," Journal of Consumer Research, Oxford University Press, vol. 26(3), pages 278-92, December.
  6. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde, 2009. "Are Risk Aversion and Impatience Related to Cognitive Ability?," CESifo Working Paper Series 2620, CESifo Group Munich.
  7. Neyman, Abraham, 1985. "Bounded complexity justifies cooperation in the finitely repeated prisoners' dilemma," Economics Letters, Elsevier, vol. 19(3), pages 227-229.
  8. Reis, Ricardo, 2006. "Inattentive consumers," Journal of Monetary Economics, Elsevier, vol. 53(8), pages 1761-1800, November.
  9. Oechssler, Jörg & Roider, Andreas & Schmitz, Patrick W., 2009. "Cognitive Abilities and Behavioral Biases," Working Papers 0465, University of Heidelberg, Department of Economics.
  10. Allred, Sarah & Duffy, Sean & Smith, John, 2013. "Cognitive Load and Strategic Sophistication," MPRA Paper 47997, University Library of Munich, Germany.
  11. Jonathan Schulz & Urs Fischbacher & Christian Thöni & Verena Utikal, 2011. "Affect and Fairness," TWI Research Paper Series 68, Thurgauer Wirtschaftsinstitut, Universit�t Konstanz.
  12. Pablo Brañas-Garza & María Paz Espinosa & Pedro Rey-Biel, 2011. "Travelers' Types," Post-Print hal-00978260, HAL.
    • Espinosa Alejos, María Paz & Brañas Garza, Pablo & Rey Biel, Pedro, 2010. "Travellers' Types," DFAEII Working Papers 2010-03, University of the Basque Country - Department of Foundations of Economic Analysis II.
    • Pablo Brañas-Garza & Maréa Paz & Pedro Rey-Biel, . "Travelers' Types," Working Papers 407, Barcelona Graduate School of Economics.
  13. Pablo Brañas-Garza & Debrah Meloso & Luis M. Miller, 2008. "Instinctive Response in the Ultimatum Game," ThE Papers 08/08, Department of Economic Theory and Economic History of the University of Granada..
  14. Dale O. Stahl & Paul W. Wilson, 2010. "On Players' Models of Other Players: Theory and Experimental Evidence," Levine's Working Paper Archive 542, David K. Levine.
  15. Giovanna Devetag & Massimo Warglien, 2002. "Games and Phone Numbers: Do Short Term Memory Bounds Affect Strategy Behavior?," ROCK Working Papers 018, Department of Computer and Management Sciences, University of Trento, Italy, revised 13 Jun 2008.
  16. Pablo Brañas-Garza & Teresa García-Muño & Roberto Hernán, 2011. "Cognitive effort in the Beauty Contest Game," Working Papers 11-08, Chapman University, Economic Science Institute.
  17. Björn Frank, 2010. "The effects of enforced reflection in three simple experiments," MAGKS Papers on Economics 201002, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
  18. Ralph-C. Bayer & Ludovic Renou, 2011. "Cognitive abilities and behavior in strategic-form games.," Discussion Papers in Economics 11/16, Department of Economics, University of Leicester.
  19. T. Ballinger & Eric Hudson & Leonie Karkoviata & Nathaniel Wilcox, 2011. "Saving behavior and cognitive abilities," Experimental Economics, Springer, vol. 14(3), pages 349-374, September.
  20. Gill, David & Prowse, Victoria, 2012. "Cognitive ability and learning to play equilibrium: A level-k analysis," MPRA Paper 38317, University Library of Munich, Germany, revised 23 Apr 2012.
  21. Andreoni, James A & Miller, John H, 1993. "Rational Cooperation in the Finitely Repeated Prisoner's Dilemma: Experimental Evidence," Economic Journal, Royal Economic Society, vol. 103(418), pages 570-85, May.
  22. Rydval, Ondrej & Ortmann, Andreas, 2004. "How financial incentives and cognitive abilities affect task performance in laboratory settings: an illustration," Economics Letters, Elsevier, vol. 85(3), pages 315-320, December.
  23. Astrid Matthey & Tobias Regner, 2010. "Do I really want to know? A cognitive dissonance-based explanation of other-regarding behavior," Jena Economic Research Papers 2010-077, Friedrich-Schiller-University Jena.
  24. Miguel A. Costa-Gomes & Vincent P. Crawford, 2004. "Cognition and Behavior in Two-Person Guessing Games: An Experimental Study," ISER Discussion Paper 0613, Institute of Social and Economic Research, Osaka University.
  25. Bartosz Mackowiak & Mirko Wiederholt, 2009. "Optimal Sticky Prices under Rational Inattention," American Economic Review, American Economic Association, vol. 99(3), pages 769-803, June.
  26. Keser, Claudia & van Winden, Frans, 2000. " Conditional Cooperation and Voluntary Contributions to Public Goods," Scandinavian Journal of Economics, Wiley Blackwell, vol. 102(1), pages 23-39, March.
  27. Burchardi, Konrad B. & Penczynski, Stefan P., 2014. "Out of your mind: Eliciting individual reasoning in one shot games," Games and Economic Behavior, Elsevier, vol. 84(C), pages 39-57.
  28. Ondrej Rydval, 2011. "The Causal Effect of Cognitive Abilities on Economic Behavior: Evidence from a Forecasting Task with Varying Cognitive Load," Jena Economic Research Papers 2011-064, Friedrich-Schiller-University Jena.
  29. Anya C. Savikhin & Roman M. Sheremeta, 2013. "Simultaneous Decision-Making In Competitive And Cooperative Environments," Economic Inquiry, Western Economic Association International, vol. 51(2), pages 1311-1323, 04.
  30. Daniel J. Benjamin & Sebastian A. Brown & Jesse M. Shapiro, 2013. "Who Is ‘Behavioral’? Cognitive Ability And Anomalous Preferences," Journal of the European Economic Association, European Economic Association, vol. 11(6), pages 1231-1255, December.
  31. Oliver Schnusenberg & Andrés Gallo, 2011. "On Cognitive Ability and Learning in a Beauty Contest," Journal for Economic Educators, Middle Tennessee State University, Business and Economic Research Center, vol. 11(2), pages 13-24, Fall.
  32. Cappelletti, Dominique & Güth, Werner & Ploner, Matteo, 2011. "Being of two minds: Ultimatum offers under cognitive constraints," Journal of Economic Psychology, Elsevier, vol. 32(6), pages 940-950.
  33. Stahl, Dale II & Wilson, Paul W., 1994. "Experimental evidence on players' models of other players," Journal of Economic Behavior & Organization, Elsevier, vol. 25(3), pages 309-327, December.
  34. Sotiris Georganas & Paul J. Healy & Roberto A. Weber, 2014. "On the Persistence of Strategic Sophistication," CESifo Working Paper Series 4653, CESifo Group Munich.
  35. Claudia Keser & Frans A.A.M. van Winden, 2000. "Conditional Cooperation and Voluntary Contributions to Public Goods," Tinbergen Institute Discussion Papers 00-011/1, Tinbergen Institute.
  36. Vincent P. Crawford & Miguel A. Costa-Gomes & Nagore Iriberri, 2010. "Strategic Thinking," Levine's Working Paper Archive 661465000000001148, David K. Levine.
  37. Chen, Chia-Ching & Chiu, I-Ming & Smith, John & Yamada, Tetsuji, 2013. "Too smart to be selfish? Measures of cognitive ability, social preferences, and consistency," Journal of Economic Behavior & Organization, Elsevier, vol. 90(C), pages 112-122.
  38. Mirko Wiederholt, 2010. "rational inattention," The New Palgrave Dictionary of Economics, Palgrave Macmillan.
  39. Jones, Garett, 2008. "Are smarter groups more cooperative? Evidence from prisoner's dilemma experiments, 1959-2003," Journal of Economic Behavior & Organization, Elsevier, vol. 68(3-4), pages 489-497, December.
  40. Wei Pan, 2001. "Akaike's Information Criterion in Generalized Estimating Equations," Biometrics, The International Biometric Society, vol. 57(1), pages 120-125, 03.
  41. Ariel Rubinstein, 2006. "Instinctive and Cognitive Reasoning: A Study of Response Times," Working Papers 2006.36, Fondazione Eni Enrico Mattei.
  42. Camerer, Colin F. & Hogarth, Robin M., 1999. "The Effects of Financial Incentives in Experiments: A Review and Capital-Labor-Production Framework," Working Papers 1059, California Institute of Technology, Division of the Humanities and Social Sciences.
  43. Burks, Stephen V. & Carpenter, Jeffrey P. & Götte, Lorenz & Rustichini, Aldo, 2008. "Cognitive Skills Explain Economic Preferences, Strategic Behavior, and Job Attachment," IZA Discussion Papers 3609, Institute for the Study of Labor (IZA).
  44. Chen, Chia-Ching & Chiu, I-Ming & Smith, John & Yamada, Tetsuji, 2011. "Too smart to be selfish? Measures of intelligence, social preferences, and consistency," MPRA Paper 34438, University Library of Munich, Germany.
  45. Ignacio Palacios-Huerta, 2003. "Learning to Open Monty Hall's Doors," Experimental Economics, Springer, vol. 6(3), pages 235-251, November.
  46. Putterman, Louis & Tyran, Jean-Robert & Kamei, Kenju, 2011. "Public goods and voting on formal sanction schemes," Journal of Public Economics, Elsevier, vol. 95(9), pages 1213-1222.
  47. Broseta, Bruno & Costa-Gomes, Miguel & Crawford, Vincent P., 2000. "Cognition and Behavior in Normal-Form Games: An Experimental Study," University of California at San Diego, Economics Working Paper Series qt0fp8278k, Department of Economics, UC San Diego.
  48. Persson, Petra, 2013. "Attention Manipulation and Information Overload," Working Paper Series 995, Research Institute of Industrial Economics.
  49. Roch, Sylvia G. & Lane, John A. S. & Samuelson, Charles D. & Allison, Scott T. & Dent, Jennifer L., 2000. "Cognitive Load and the Equality Heuristic: A Two-Stage Model of Resource Overconsumption in Small Groups," Organizational Behavior and Human Decision Processes, Elsevier, vol. 83(2), pages 185-212, November.
  50. Bednar, Jenna & Chen, Yan & Liu, Tracy Xiao & Page, Scott, 2012. "Behavioral spillovers and cognitive load in multiple games: An experimental study," Games and Economic Behavior, Elsevier, vol. 74(1), pages 12-31.
  51. Sims, Christopher A., 2003. "Implications of rational inattention," Journal of Monetary Economics, Elsevier, vol. 50(3), pages 665-690, April.
  52. Brañas-Garza, Pablo & Guillen, Pablo & del Paso, Rafael López, 2008. "Math skills and risk attitudes," Economics Letters, Elsevier, vol. 99(2), pages 332-336, May.
  53. Colin F. Camerer & Teck-Hua Ho & Juin-Kuan Chong, 2004. "A Cognitive Hierarchy Model of Games," The Quarterly Journal of Economics, Oxford University Press, vol. 119(3), pages 861-898.
  54. Carpenter, Jeffrey & Graham, Michael & Wolf, Jesse, 2013. "Cognitive ability and strategic sophistication," Games and Economic Behavior, Elsevier, vol. 80(C), pages 115-130.
  55. Shane Frederick, 2005. "Cognitive Reflection and Decision Making," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 25-42, Fall.
  56. Ariel Rubinstein, 2007. "Instinctive and Cognitive Reasoning: Response Times Study," Levine's Bibliography 321307000000001011, UCLA Department of Economics.
  57. B. Arruñada & M. Casari & F. Pancotto, 2012. "Are Self-regarding Subjects More Strategic?," Working Papers wp805, Dipartimento Scienze Economiche, Universita' di Bologna.
  58. Joseph Tao-yi Wang & Michael Spezio & Colin F. Camerer, 2010. "Pinocchio's Pupil: Using Eyetracking and Pupil Dilation to Understand Truth Telling and Deception in Sender-Receiver Games," American Economic Review, American Economic Association, vol. 100(3), pages 984-1007, June.
  59. Johnson, Eric J. & Camerer, Colin & Sen, Sankar & Rymon, Talia, 2002. "Detecting Failures of Backward Induction: Monitoring Information Search in Sequential Bargaining," Journal of Economic Theory, Elsevier, vol. 104(1), pages 16-47, May.
  60. Burnham, Terence C. & Cesarini, David & Johannesson, Magnus & Lichtenstein, Paul & Wallace, Björn, 2009. "Higher cognitive ability is associated with lower entries in a p-beauty contest," Journal of Economic Behavior & Organization, Elsevier, vol. 72(1), pages 171-175, October.
  61. Nagel, Rosemarie, 1995. "Unraveling in Guessing Games: An Experimental Study," American Economic Review, American Economic Association, vol. 85(5), pages 1313-26, December.
  62. Ben-Ner, Avner & Kong, Fanmin & Putterman, Louis, 2004. "Share and share alike? Gender-pairing, personality, and cognitive ability as determinants of giving," Journal of Economic Psychology, Elsevier, vol. 25(5), pages 581-589, October.
  63. Benito Arruñada & Marco Casari & Francesca Pancotto, 2012. "Are self-regarding subjects more rational?," Economics Working Papers 1306, Department of Economics and Business, Universitat Pompeu Fabra.
  64. Urs Fischbacher, 2007. "z-Tree: Zurich toolbox for ready-made economic experiments," Experimental Economics, Springer, vol. 10(2), pages 171-178, June.
  65. Hauge, Karen Evelyn & Brekke, Kjell Arne & Johansson, Lars-Olof & Johansson-Stenman, Olof & Svedsäter, Henrik, 2009. "Are Social Preferences Skin Deep? Dictators under Cognitive Load," Working Papers in Economics 371, University of Gothenburg, Department of Economics.
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