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The Impact of Naïve Advice and Observational Learning in Beauty-contest Games

Author

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  • Martin G. Kocher

    (Universiteit van Amsterdam)

  • Matthias Sutter

    (University of Innsbruck)

  • Florian Wakolbinger

    (University of Innsbruck)

Abstract

We study the impact of advice or observation on the depth of reasoning in an experimental beauty-contest game. Both sources of information trigger faster convergence to the equilibrium. Yet, we find that subjects who receive naïve advice outperform uninformed subjects permanently, whereas subjects who observe others’ past behavior before making their decision do only have a temporary advantage over uninformed subjects. We show in a simulation that the latter result is due to subjects failing to make the most out of observing others.

Suggested Citation

  • Martin G. Kocher & Matthias Sutter & Florian Wakolbinger, 2007. "The Impact of Naïve Advice and Observational Learning in Beauty-contest Games," Tinbergen Institute Discussion Papers 07-015/1, Tinbergen Institute.
  • Handle: RePEc:tin:wpaper:20070015
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    References listed on IDEAS

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    1. Kocher, Martin & Strau[ss], Sabine & Sutter, Matthias, 2006. "Individual or team decision-making--Causes and consequences of self-selection," Games and Economic Behavior, Elsevier, vol. 56(2), pages 259-270, August.
    2. Antoni Bosch-Domènech & José G. Montalvo & Rosemarie Nagel & Albert Satorra, 2002. "One, Two, (Three), Infinity, ...: Newspaper and Lab Beauty-Contest Experiments," American Economic Review, American Economic Association, vol. 92(5), pages 1687-1701, December.
    3. Guth, Werner & Kocher, Martin & Sutter, Matthias, 2002. "Experimental 'beauty contests' with homogeneous and heterogeneous players and with interior and boundary equilibria," Economics Letters, Elsevier, vol. 74(2), pages 219-228, January.
    4. Duffy, John & Nagel, Rosemarie, 1997. "On the Robustness of Behaviour in Experimental "Beauty Contest" Games," Economic Journal, Royal Economic Society, vol. 107(445), pages 1684-1700, November.
    5. Eugen Kovac & Martin Vojtek & Andreas Ortmann, 2008. "Comparing Guessing Games with homogeneous and heterogeneous players: Experimental results and a CH explanation," Economics Bulletin, AccessEcon, vol. 3(9), pages 1-9.
    6. C. Monica Capra & Susana Cabrera & Rosario Gómez, 2003. "The Effects of Common Advice on One-shot Traveler’s Dilemma Games: Explaining Behavior through an Introspective Model with Errors," Economic Working Papers at Centro de Estudios Andaluces E2003/17, Centro de Estudios Andaluces.
    7. Nagel, Rosemarie, 1995. "Unraveling in Guessing Games: An Experimental Study," American Economic Review, American Economic Association, vol. 85(5), pages 1313-1326, December.
    8. Ho, Teck-Hua & Camerer, Colin & Weigelt, Keith, 1998. "Iterated Dominance and Iterated Best Response in Experimental "p-Beauty Contests."," American Economic Review, American Economic Association, vol. 88(4), pages 947-969, September.
    9. Urs Fischbacher, 2007. "z-Tree: Zurich toolbox for ready-made economic experiments," Experimental Economics, Springer;Economic Science Association, vol. 10(2), pages 171-178, June.
    10. Sutter, Matthias, 2005. "Are four heads better than two? An experimental beauty-contest game with teams of different size," Economics Letters, Elsevier, vol. 88(1), pages 41-46, July.
    11. Robert Slonim, 2005. "Competing Against Experienced and Inexperienced Players," Experimental Economics, Springer;Economic Science Association, vol. 8(1), pages 55-75, April.
    12. Andrew Schotter, 2005. "Decision Making with Naïve Advice," Springer Books, in: Amnon Rapoport & Rami Zwick (ed.), Experimental Business Research, chapter 0, pages 223-248, Springer.
    13. Brit Grosskopf & Rosemarie Nagel, 2007. "Rational reasoning or adaptive behavior? Evidence from two-person beauty contest games," Economics Working Papers 1068, Department of Economics and Business, Universitat Pompeu Fabra.
    14. Weber, Roberto A., 2003. "'Learning' with no feedback in a competitive guessing game," Games and Economic Behavior, Elsevier, vol. 44(1), pages 134-144, July.
    15. Ananish Chaudhuri & Sara Graziano & Pushkar Maitra, 2006. "Social Learning and Norms in a Public Goods Experiment with Inter-Generational Advice -super-1," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(2), pages 357-380.
    16. Colin Camerer & Teck Ho & Kuan Chong, 2003. "Models of Thinking, Learning, and Teaching in Games," American Economic Review, American Economic Association, vol. 93(2), pages 192-195, May.
    17. Bou{g}açhan Çelen & Shachar Kariv & Andrew Schotter, 2010. "An Experimental Test of Advice and Social Learning," Management Science, INFORMS, vol. 56(10), pages 1687-1701, October.
    18. Schotter, Andrew & Sopher, Barry, 2007. "Advice and behavior in intergenerational ultimatum games: An experimental approach," Games and Economic Behavior, Elsevier, vol. 58(2), pages 365-393, February.
    19. Martin G. Kocher & Matthias Sutter, 2005. "The Decision Maker Matters: Individual Versus Group Behaviour in Experimental Beauty-Contest Games," Economic Journal, Royal Economic Society, vol. 115(500), pages 200-223, January.
    20. Uri Gneezy, 2005. "Step-Level Reasoning and Bidding in Auctions," Management Science, INFORMS, vol. 51(11), pages 1633-1642, November.
    21. Chaudhuri, A. & Schotter, A. & Sopher, B., 2001. "Talking Ourselves to Efficiency: Coordination in Inter-Generational Minimum Games with Private, Almost Common and Common Knowledge of Advice," Working Papers 01-11, C.V. Starr Center for Applied Economics, New York University.
    22. Colin F. Camerer & Teck-Hua Ho & Juin-Kuan Chong, 2004. "A Cognitive Hierarchy Model of Games," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(3), pages 861-898.
    23. Andrew Schotter & Barry Sopher, 2003. "Social Learning and Coordination Conventions in Intergenerational Games: An Experimental Study," Journal of Political Economy, University of Chicago Press, vol. 111(3), pages 498-529, June.
    24. Camerer, Colin F. & Ho, Teck-Hua & Chong, Juin-Kuan, 2002. "Sophisticated Experience-Weighted Attraction Learning and Strategic Teaching in Repeated Games," Journal of Economic Theory, Elsevier, vol. 104(1), pages 137-188, May.
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    Cited by:

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    2. Timothy N. Cason & Anya Samek, 2015. "Learning through passive participation in asset market bubbles," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 1(2), pages 170-181, December.

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    More about this item

    Keywords

    social learning; advice; observational learning; beauty-contest game;
    All these keywords.

    JEL classification:

    • C70 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - General
    • C72 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Noncooperative Games
    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior

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