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Strategic complexity and cooperation: An experimental study

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  • Jones, Matthew T.

Abstract

This study investigates whether cooperation in an indefinitely repeated prisoner's dilemma is sensitive to the complexity of cooperative strategies. An experimental design which allows manipulations of the complexity of these strategies by making either the cooperate action or the defect action state-dependent is used. Subjects are found to be less likely to use a cooperative strategy and more likely to use a simpler selfish strategy when the complexity of cooperative strategies is increased. The robustness of this effect is supported by the finding that cooperation falls even when the defect action is made state-dependent, which increases the complexity of punishment-enforced cooperative strategies. A link between subjects’ standardized test scores and the likelihood of cooperating is found, indicating that greater cognitive ability makes subjects more likely to use complex strategies.

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  • Jones, Matthew T., 2014. "Strategic complexity and cooperation: An experimental study," Journal of Economic Behavior & Organization, Elsevier, vol. 106(C), pages 352-366.
  • Handle: RePEc:eee:jeborg:v:106:y:2014:i:c:p:352-366
    DOI: 10.1016/j.jebo.2014.07.005
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    2. Ji Yong Lee & Rodolfo M. Nayga & Cary Deck & Andreas C. Drichoutis, 2020. "Cognitive Ability and Bidding Behavior in Second Price Auctions: An Experimental Study," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(5), pages 1494-1510, October.
    3. Werner, Tobias, 2021. "Algorithmic and human collusion," DICE Discussion Papers 372, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    4. Duffy, Sean & Naddeo, JJ & Owens, David & Smith, John, 2016. "Cognitive load and mixed strategies: On brains and minimax," MPRA Paper 89720, University Library of Munich, Germany.
    5. Al-Ubaydli, Omar & Jones, Garett & Weel, Jaap, 2016. "Average player traits as predictors of cooperation in a repeated prisoner's dilemma," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 64(C), pages 50-60.
    6. Juan M. Benito-Ostolaza & Penélope Hernández & Juan A. Sanchis-Llopis, 2015. "Are individuals with higher cognitive ability expected to play more strategically?," Working Papers 1507, Department of Applied Economics II, Universidad de Valencia.
    7. Benito-Ostolaza, Juan M. & Hernández, Penélope & Sanchis-Llopis, Juan A., 2016. "Do individuals with higher cognitive ability play more strategically?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 64(C), pages 5-11.
    8. Allred, Sarah & Duffy, Sean & Smith, John, 2016. "Cognitive load and strategic sophistication," Journal of Economic Behavior & Organization, Elsevier, vol. 125(C), pages 162-178.
    9. Kai Duttle & Keigo Inukai, 2015. "Complexity Aversion: Influences of Cognitive Abilities, Culture and System of Thought," Economics Bulletin, AccessEcon, vol. 35(2), pages 846-855.
    10. Werner, Tobias, 2023. "Algorithmic and Human Collusion," VfS Annual Conference 2023 (Regensburg): Growth and the "sociale Frage" 277573, Verein für Socialpolitik / German Economic Association.
    11. Oren Bar-Gill & Christoph Engel, 2020. "Property is Dummy Proof: An Experiment," Discussion Paper Series of the Max Planck Institute for Research on Collective Goods 2020_02, Max Planck Institute for Research on Collective Goods.
    12. Lee, Ji Yong & Nayga, Rodolfo M. & Deck, Cary & Drichoutis, Andreas, 2017. "Cognitive Ability and Bidding Behavior in Experimental Auction," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258347, Agricultural and Applied Economics Association.
    13. Brañas-Garza, Pablo & Smith, John, 2016. "Cognitive abilities and economic behavior," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 64(C), pages 1-4.
    14. Sauermann, Jan & Schwaninger, Manuel & Kittel, Bernhard, 2022. "Making and breaking coalitions: Strategic sophistication and prosociality in majority decisions," European Journal of Political Economy, Elsevier, vol. 71(C).

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    More about this item

    Keywords

    Complexity; Prisoner's dilemma; Repeated game; Bounded rationality; Finite automata;
    All these keywords.

    JEL classification:

    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
    • C73 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Stochastic and Dynamic Games; Evolutionary Games
    • D03 - Microeconomics - - General - - - Behavioral Microeconomics: Underlying Principles

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