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Models and Anti-Models: The Structure of Payoff-Dependent Social Learning

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Author Info
Charles Efferson
Rafael Lalive
Peter J. Richerson,
Richard McElreath
Mark Lubell

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Abstract

We conducted an experiment to describe how social learners use information about the relation between payoffs and behavior. Players chose between two technologies repeatedly. Payoffs were random, but one technology was better because its expected payoff was higher. Players were divided into two groups: 1) individual learners who knew their realized payoffs after each choice and 2) social learners, who had no private feedback about their own payoffs, but in each period could choose to learn which behavior had produced the lowest payoff among the individual learners or which behavior had produced the highest payoff. When social learners chose to know the behavior producing the highest payoff, a model of imitating this successful behavior matches the data very closely. When social learners chose to know the behavior producing the lowest payoff, they tended to choose the opposite behavior in early periods, while increasingly choosing the same behavior in late periods. This kind of rapid temporal heterogeneity in the use of social information has received little or no attention in the theoretical study of social learning.

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Publisher Info
Paper provided by Institute for Empirical Research in Economics - IEW in its series IEW - Working Papers with number iewwp290.

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Date of creation: May 2006
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Handle: RePEc:zur:iewwpx:290

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Related research
Keywords: social learning; payoff information; gene-culture coevolution; laboratory experiment;

Find related papers by JEL classification:
C92 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Group Behavior
O31 - Economic Development, Technological Change, and Growth - - Technological Change - - - Innovation and Invention: Processes and Incentives
Z13 - Other Special Topics - - Cultural Economics - - - Social Norms and Social Capital; Social Networks Economic Anthropology

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  1. Newey, Whitney K & West, Kenneth D, 1987. "A Simple, Positive Semi-definite, Heteroskedasticity and Autocorrelation Consistent Covariance Matrix," Econometrica, Econometric Society, vol. 55(3), pages 703-08, May. [Downloadable!] (restricted)
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  2. Kahneman, Daniel & Tversky, Amos, 1979. "Prospect Theory: An Analysis of Decision under Risk," Econometrica, Econometric Society, vol. 47(2), pages 263-91, March. [Downloadable!] (restricted)
  3. Offerman, Theo & Sonnemans, Joep, 1998. "Learning by experience and learning by imitating successful others," Journal of Economic Behavior & Organization, Elsevier, vol. 34(4), pages 559-575, March. [Downloadable!] (restricted)
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