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Social Learning in Market Games

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  • Carlo Altavilla
  • Luigi Luini
  • Patrizia Sbriglia

Abstract

The aim of our experiments is to test the effect of different information settings on firms’ behaviour in duopoly price and quantity games. We find that, when players have full information on their rivals’ choices, the imitation rule prevails and such learning behaviour induces more competitive outcomes in the Cournot market designs. By the same token, when information on the average industrial profit is provided, there is evidence of an increase in cooperation, and the majority of players experiment with new strategies when their payoff falls below the average profit (F. Palomino and F. Vega-Redondo, 1999; H. Dixon, 2000)

Suggested Citation

  • Carlo Altavilla & Luigi Luini & Patrizia Sbriglia, 2005. "Social Learning in Market Games," Labsi Experimental Economics Laboratory University of Siena 003, University of Siena.
    • Handle: RePEc:usi:labsit:003
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    References listed on IDEAS

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    1. Theo Offerman & Jan Potters & Joep Sonnemans, 2002. "Imitation and Belief Learning in an Oligopoly Experiment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(4), pages 973-997.
    2. Karandikar, Rajeeva & Mookherjee, Dilip & Ray, Debraj & Vega-Redondo, Fernando, 1998. "Evolving Aspirations and Cooperation," Journal of Economic Theory, Elsevier, vol. 80(2), pages 292-331, June.
    3. Huck, Steffen & Normann, Hans-Theo & Oechssler, Jorg, 2000. "Does information about competitors' actions increase or decrease competition in experimental oligopoly markets?," International Journal of Industrial Organization, Elsevier, vol. 18(1), pages 39-57, January.
    4. Paolo LUPI & Patrizia SBRIGLIA, 2003. "Exploring Human Behaviour and Learning in Experimental Cournot Settings," Rivista Internazionale di Scienze Sociali, Vita e Pensiero, Pubblicazioni dell'Universita' Cattolica del Sacro Cuore, vol. 111(3), pages 373-395.
    5. Dixon, Huw D. & Sbriglia, Patrizia & Somma, Ernesto, 2006. "Learning to collude: An experiment in convergence and equilibrium selection in oligopoly," Research in Economics, Elsevier, vol. 60(3), pages 155-167, September.
    6. Fernando Vega-Redondo & Frédéric Palomino, 1999. "Convergence of aspirations and (partial) cooperation in the prisoner's dilemma," International Journal of Game Theory, Springer;Game Theory Society, vol. 28(4), pages 465-488.
    7. Erev, Ido & Roth, Alvin E, 1998. "Predicting How People Play Games: Reinforcement Learning in Experimental Games with Unique, Mixed Strategy Equilibria," American Economic Review, American Economic Association, vol. 88(4), pages 848-881, September.
    8. Steffen Huck & Hans-Theo Normann & Joerg Oechssler, 1998. "Through Trial & Error to Collusion," Game Theory and Information 9811004, University Library of Munich, Germany, revised 24 Nov 1998.
    9. Luigi Luini & Carlo Altavilla & Patrizia Sbriglia, 2003. "Information and Learning in Bertrand and Cournot Experimental Duopolies," Department of Economics University of Siena 406, Department of Economics, University of Siena.
    10. Schaffer, Mark E., 1989. "Are profit-maximisers the best survivors? : A Darwinian model of economic natural selection," Journal of Economic Behavior & Organization, Elsevier, vol. 12(1), pages 29-45, August.
    11. Rassenti, Stephen & Reynolds, Stanley S. & Smith, Vernon L. & Szidarovszky, Ferenc, 2000. "Adaptation and convergence of behavior in repeated experimental Cournot games," Journal of Economic Behavior & Organization, Elsevier, vol. 41(2), pages 117-146, February.
    12. Rosemarie Nagel & Nicolaas J. Vriend, 1999. "An experimental study of adaptive behavior in an oligopolistic market game," Journal of Evolutionary Economics, Springer, vol. 9(1), pages 27-65.
    13. Alos-Ferrer, Carlos, 2004. "Cournot versus Walras in dynamic oligopolies with memory," International Journal of Industrial Organization, Elsevier, vol. 22(2), pages 193-217, February.
    14. Huck, Steffen & Normann, Hans-Theo & Oechssler, Jorg, 1999. "Learning in Cournot Oligopoly--An Experiment," Economic Journal, Royal Economic Society, vol. 109(454), pages 80-95, March.
    15. Schenk-Hoppe, Klaus Reiner, 2000. "The evolution of Walrasian behavior in oligopolies," Journal of Mathematical Economics, Elsevier, vol. 33(1), pages 35-55, February.
    16. Oechssler, Jorg, 2002. "Cooperation as a result of learning with aspiration levels," Journal of Economic Behavior & Organization, Elsevier, vol. 49(3), pages 405-409, November.
    17. Colin Camerer & Teck-Hua Ho, 1999. "Experience-weighted Attraction Learning in Normal Form Games," Econometrica, Econometric Society, vol. 67(4), pages 827-874, July.
    18. Herbert Simon, 1956. "A comparison of game theory and learning theory," Psychometrika, Springer;The Psychometric Society, vol. 21(3), pages 267-272, September.
    19. Steffen Huck & Hans-Theo Normann & Joerg Oechssler, 2004. "Through Trial and Error to Collusion," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 45(1), pages 205-224, February.
    20. Herbert A. Simon, 1955. "A Behavioral Model of Rational Choice," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 69(1), pages 99-118.
    21. Schlag, Karl H., 1998. "Why Imitate, and If So, How?, : A Boundedly Rational Approach to Multi-armed Bandits," Journal of Economic Theory, Elsevier, vol. 78(1), pages 130-156, January.
    22. Dixon, Huw David, 2000. "Keeping up with the Joneses: competition and the evolution of collusion," Journal of Economic Behavior & Organization, Elsevier, vol. 43(2), pages 223-238, October.
    23. Dixon, Huw David & Wallis, Steven & Moss, Scott, 2002. "Axelrod Meets Cournot: Oligopoly and the Evolutionary Metaphor," Computational Economics, Springer;Society for Computational Economics, vol. 20(3), pages 139-156, December.
    24. Antoni Bosch-DomËnech & Nicolaas J. Vriend, 2003. "Imitation of successful behaviour in cournot markets," Economic Journal, Royal Economic Society, vol. 113(487), pages 495-524, April.
    25. Rhode, Paul & Stegeman, Mark, 2001. "Non-Nash equilibria of Darwinian dynamics with applications to duopoly," International Journal of Industrial Organization, Elsevier, vol. 19(3-4), pages 415-453, March.
    26. James D. Hamilton & Baldev Raj, 2002. "New directions in business cycle research and financial analysis," Empirical Economics, Springer, vol. 27(2), pages 149-162.
    27. Alos-Ferrer, Carlos, 2004. "Cournot versus Walras in dynamic oligopolies with memory," International Journal of Industrial Organization, Elsevier, vol. 22(2), pages 193-217, February.
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    Cited by:

    1. Dixon, Huw D. & Sbriglia, Patrizia & Somma, Ernesto, 2006. "Learning to collude: An experiment in convergence and equilibrium selection in oligopoly," Research in Economics, Elsevier, vol. 60(3), pages 155-167, September.
    2. Matthey, Astrid, 2010. "Imitation with intention and memory: An experiment," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 39(5), pages 585-594, October.
    3. Davis, Douglas, 2011. "Behavioral convergence properties of Cournot and Bertrand markets: An experimental analysis," Journal of Economic Behavior & Organization, Elsevier, vol. 80(3), pages 443-458.
    4. Jan Potters & Sigrid Suetens, 2009. "Cooperation in Experimental Games of Strategic Complements and Substitutes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(3), pages 1125-1147.
    5. Antoci, Angelo & Bonelli, Laura & Paglieri, Fabio & Reggiani, Tommaso & Sabatini, Fabio, 2019. "Civility and trust in social media," Journal of Economic Behavior & Organization, Elsevier, vol. 160(C), pages 83-99.
    6. Waichman, Israel & Requate, Till & Siang, Ch'ng Kean, 2010. "Pre-play communication in Cournot competition: An experiment with students and managers," Economics Working Papers 2010-09, Christian-Albrechts-University of Kiel, Department of Economics.
    7. Sigrid Suetens & Jan Potters, 2007. "Bertrand colludes more than Cournot," Experimental Economics, Springer;Economic Science Association, vol. 10(1), pages 71-77, March.
    8. Abraham, Martin, 2009. "Why reputation is not always beneficial: Tolerance and opportunism in business networks," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 38(6), pages 908-915, December.
    9. Tong Zhang & B. Brorsen, 2011. "Oligopoly firms with quantity-price strategic decisions," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 6(2), pages 157-170, November.
    10. Lisa R. Anderson & Beth A. Freeborn & Jason P. Hulbert, 2015. "Determinants of Tacit Collusion in a Cournot Duopoly Experiment," Southern Economic Journal, John Wiley & Sons, vol. 81(3), pages 633-652, January.
    11. Andreas Freitag & Catherine Roux & Christian Thöni, 2021. "Communication And Market Sharing: An Experiment On The Exchange Of Soft And Hard Information," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 62(1), pages 175-198, February.
    12. Yiakoumi, Despina & Rouaix, Agathe & Phimister, Euan, 2022. "Evaluating capacity auction design for electricity: An experimental analysis," Energy Economics, Elsevier, vol. 115(C).
    13. Robert S. Gazzale, 2009. "Learning to Play Nash from the Best," Department of Economics Working Papers 2009-03, Department of Economics, Williams College.
    14. Subhasish Dugar & Arnab Mitra, 2016. "Bertrand Competition With Asymmetric Marginal Costs," Economic Inquiry, Western Economic Association International, vol. 54(3), pages 1631-1647, July.
    15. Cui Zhiwei & Zhai Jian & Liu Xuan, 2009. "The Efficiency of Observability and Mutual Linkage," The B.E. Journal of Theoretical Economics, De Gruyter, vol. 9(1), pages 1-36, July.
    16. Niall O'Higgins & Patrizia Sbriglia, 2006. "Are Imitative Strategies Game Specific? Experimental Evidence from Market Games," Labsi Experimental Economics Laboratory University of Siena 011, University of Siena.
    17. Argenton, Cedric & Ivanova-Stenzel, Radosveta & Müller, Wieland, 2022. "Cournot meets Bayes-Nash : A Discontinuity in Behavior Infinitely Repeated Duopoly Games," Other publications TiSEM bec182fc-5222-4ec2-9632-3, Tilburg University, School of Economics and Management.
    18. Bruttel, Lisa V., 2009. "Group dynamics in experimental studies--The Bertrand Paradox revisited," Journal of Economic Behavior & Organization, Elsevier, vol. 69(1), pages 51-63, January.
    19. Till Requate & Israel Waichman, 2011. "“A profit table or a profit calculator?” A note on the design of Cournot oligopoly experiments," Experimental Economics, Springer;Economic Science Association, vol. 14(1), pages 36-46, March.
    20. Gomez-Martinez, Francisco & Onderstal, Sander & Sonnemans, Joep, 2016. "Firm-specific information and explicit collusion in experimental oligopolies," European Economic Review, Elsevier, vol. 82(C), pages 132-141.
    21. Cédric Argenton & Radosveta Ivanova-Stenzel & Wieland Müller, 2023. "Cournot Meets Bayes-Nash: A Discontinuity in Behavior in Finitely Repeated Duopoly Games," Rationality and Competition Discussion Paper Series 460, CRC TRR 190 Rationality and Competition.
    22. Bigoni, Maria & Suetens, Sigrid, 2012. "Feedback and dynamics in public good experiments," Journal of Economic Behavior & Organization, Elsevier, vol. 82(1), pages 86-95.
    23. Jan Potters & Sigrid Suetens, 2013. "Oligopoly Experiments In The Current Millennium," Journal of Economic Surveys, Wiley Blackwell, vol. 27(3), pages 439-460, July.
    24. Argenton, Cédric & Müller, Wieland, 2012. "Collusion in experimental Bertrand duopolies with convex costs: The role of cost asymmetry," International Journal of Industrial Organization, Elsevier, vol. 30(6), pages 508-517.

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    More about this item

    Keywords

    Learning; Cournot and Bertrand experiments;

    JEL classification:

    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior

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