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Cognitive capacity and cognitive hierarchy: a study based on beauty contest experiments

  • Shu-Heng Chen

    ()

  • Ye-Rong Du

    ()

  • Lee-Xieng Yang

    ()

Recent developments in behavioral experiments, in particular game experiments, have placed human cognition in a pivotal place. Two related ideas are proposed and are popularly used in the literature, namely, cognitive hierarchy and cognitive capacity. While these two often meet in the same set of experiments and observations, few studies have formally addressed their relationship. In this study, based on six series of 15- to 20-person beauty contest experiments and the associated working memory tests, we examine the effect of cognitive capacity on the observed cognitive hierarchy. It is found that cognitive capacity has a positive effect on the observed cognitive hierarchy. This effect is strong in the initial rounds, and may become weaker, but without disappearing, in subsequent rounds, which suggests the possibility that cognitive capacity may further impact learning. We examine this possibility using the Markov transition dynamics of cognitive hierarchy. There is evidence to show that subjects with different cognitive capacities may learn differently, which may cause strong convergence to be difficult to observe. Copyright Springer-Verlag Berlin Heidelberg 2014

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File URL: http://hdl.handle.net/10.1007/s11403-013-0113-1
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Article provided by Springer & Society for Economic Science with Heterogeneous Interacting Agents in its journal Journal of Economic Interaction and Coordination.

Volume (Year): 9 (2014)
Issue (Month): 1 (April)
Pages: 69-105

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Handle: RePEc:spr:jeicoo:v:9:y:2014:i:1:p:69-105
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  1. 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..
  2. 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.
  3. David Gill & Victoria Prowse, 2013. "Cognitive ability and learning to play equilibrium: A level-k analysis," Economics Series Working Papers 641, University of Oxford, Department of Economics.
  4. Urs Fischbacher, 2007. "z-Tree: Zurich toolbox for ready-made economic experiments," Experimental Economics, Springer, vol. 10(2), pages 171-178, June.
  5. Andrea Morone & Serena Sandri & Tobias Uske, 2006. "On the absorbability of the Guessing Game Theory - A Theoretical and Experimental Analysis," Papers on Strategic Interaction 2006-33, Max Planck Institute of Economics, Strategic Interaction Group.
  6. Brock, W.A. & Hommes, C.H., 1996. "Hetergeneous Beliefs and Routes to Chaos in a Simple Asset Pricing Model," Working papers 9621, Wisconsin Madison - Social Systems.
  7. Piovesan, Marco & Wengström, Erik, 2009. "Fast or fair? A study of response times," Economics Letters, Elsevier, vol. 105(2), pages 193-196, November.
  8. Ariel Rubinstein, 2006. "Instinctive and Cognitive Reasoning: A Study of Response Times," Working Papers 2006.36, Fondazione Eni Enrico Mattei.
  9. 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.
  10. Agranov, Marina & Potamites, Elizabeth & Schotter, Andrew & Tergiman, Chloe, 2012. "Beliefs and endogenous cognitive levels: An experimental study," Games and Economic Behavior, Elsevier, vol. 75(2), pages 449-463.
  11. 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.
  12. S. Dellavigna., 2011. "Psychology and Economics: Evidence from the Field," VOPROSY ECONOMIKI, N.P. Redaktsiya zhurnala "Voprosy Economiki", vol. 5.
  13. Marco Casari & John C. Ham & John H. Kagel, 2005. "Selection bias, demographic effects, and ability effects in common value auction experiments," Staff Reports 213, Federal Reserve Bank of New York.
  14. Devetag, Giovanna & Warglien, Massimo, 2003. "Games and phone numbers: Do short-term memory bounds affect strategic behavior?," Journal of Economic Psychology, Elsevier, vol. 24(2), pages 189-202, April.
  15. 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.
  16. Güth, Werner & Kocher, Martin G. & Sutter, Matthias, 2002. "Experimental 'beauty contests' with homogeneous and heterogeneous players and with interior and boundary equilibria," Munich Reprints in Economics 18165, University of Munich, Department of Economics.
  17. Kocher, Martin G. & Sutter, Matthias, 2006. "Time is money - Time pressure, incentives, and the quality of decision-making," Munich Reprints in Economics 18184, University of Munich, Department of Economics.
  18. Earl, Peter E, 1990. "Economics and Psychology: A Survey," Economic Journal, Royal Economic Society, vol. 100(402), pages 718-55, September.
  19. Andrea, Morone & Piergiuseppe, Morone, 2008. "Boundary and interior equilibria: what drives convergence in a ‘beauty contest’?," MPRA Paper 9584, University Library of Munich, Germany.
  20. 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.
  21. Colin F. Camerer, 1997. "Progress in Behavioral Game Theory," Journal of Economic Perspectives, American Economic Association, vol. 11(4), pages 167-188, Fall.
  22. repec:mpr:mprres:7497 is not listed on IDEAS
  23. 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 947-69, September.
  24. Shane Frederick, 2005. "Cognitive Reflection and Decision Making," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 25-42, Fall.
  25. Miguel Costa-Gomes & Vincent P. Crawford & Bruno Broseta, . "Cognition and Behavior in Normal-Form Games:An Experimental Study," Discussion Papers 00/45, Department of Economics, University of York.
  26. 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.
  27. Ondrej Rydval & Andreas Ortmann & Michal Ostatnicky, 2009. "Three Very Simple Games and What It Takes to Solve Them," Post-Print hal-00699927, HAL.
  28. Chen, Shu-Heng, 2012. "Varieties of agents in agent-based computational economics: A historical and an interdisciplinary perspective," Journal of Economic Dynamics and Control, Elsevier, vol. 36(1), pages 1-25.
  29. 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.
  30. Christoph Bühren & Björn Frank & Rosemarie Nagel, 2012. "A Historical Note on the Beauty Contest," MAGKS Papers on Economics 201211, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
  31. Andrea Morone & Piergiuseppe Morone, 2007. "Guessing Games and People Behaviours: What Can we Learn?," SERIES 0015, Dipartimento di Scienze economiche e metodi matematici - Università di Bari, revised Feb 2007.
  32. Nagel, Rosemarie, 1995. "Unraveling in Guessing Games: An Experimental Study," American Economic Review, American Economic Association, vol. 85(5), pages 1313-26, December.
  33. Richard H. Thaler, 2000. "From Homo Economicus to Homo Sapiens," Journal of Economic Perspectives, American Economic Association, vol. 14(1), pages 133-141, Winter.
  34. Stahl, Dale O., 1996. "Boundedly Rational Rule Learning in a Guessing Game," Games and Economic Behavior, Elsevier, vol. 16(2), pages 303-330, October.
  35. Grosskopf, Brit & Nagel, Rosemarie, 2008. "The two-person beauty contest," Games and Economic Behavior, Elsevier, vol. 62(1), pages 93-99, January.
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