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In Search of Stars: Network Formation among Heterogeneous Agents

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Author Info
Aljaž Ule (University of Amsterdam)
Jacob K. Goeree (California Institute of Technology)
Arno Riedl (University of Maastricht)

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Abstract

This paper reports results from a laboratory experiment on network formation among heterogeneous agents. The experimental design extends the Bala-Goyal (2000) model of network formation with decay and two-way flow of benefits by allowing for agents with lower linking costs or higher benefits to others. Furthermore, agents’ types may be common knowledge or private information. In all treatments, the (efficient) equilibrium network has a “star” structure. With homogeneous agents, equilibrium predictions fail completely. In contrast, with heterogeneous agents stars frequently occur, often with the high-value or low-cost agent in the center. Stars are not born but rather develop: with a high-value agent, the network’s centrality, stability, and efficiency all increase over time. Probit estimations based on best-response behaviour and other-regarding preferences are used to analyze individual linking behavior. Our results suggest that heterogeneity is a major determinant for the predominance of star-like structures in real-life social networks.

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Paper provided by Fondazione Eni Enrico Mattei in its series Working Papers with number 2007.65.

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Date of creation: Jun 2007
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Handle: RePEc:fem:femwpa:2007.65

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Related research
Keywords: Network Formation Experiment Heterogeneity Private Information

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Find related papers by JEL classification:
C72 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Noncooperative Games
C92 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Group Behavior
D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information
D85 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Network Formation

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
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    Other versions:
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    Other versions:
  5. Gary Charness & Matthew Rabin, 2002. "Understanding Social Preferences with Simple Tests," Department of Economics, Working Paper Series 1042, Department of Economics, Institute for Business and Economic Research, UC Berkeley. [Downloadable!]
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  6. Venkatesh Bala & Sanjeev Goyal, 2000. "A Noncooperative Model of Network Formation," Econometrica, Econometric Society, vol. 68(5), pages 1181-1230, September.
  7. Michael Kosfeld, 2004. "Economic Networks in the Laboratory: A Survey," Review of Network Economics, Concept Economics, vol. 3(1), pages 19-41, March. [Downloadable!]
  8. Andrea Galeotti & Sanjeev Goyal & Jurjen Kamphorst, 2003. "Network Formation with Heterogeneous Players," Economics Discussion Papers 562, University of Essex, Department of Economics. [Downloadable!]
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  9. Ernst Fehr & Klaus M. Schmidt, . "A Theory of Fairness, Competition and Cooperation," IEW - Working Papers iewwp004, Institute for Empirical Research in Economics - IEW. [Downloadable!]
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  10. John Duffy & Dean Corbae, 2006. "Experiments with Network Formation," Working Papers 292, University of Pittsburgh, Department of Economics, revised Aug 2007. [Downloadable!]
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  11. Falk, Armin & Kosfeld, Michael, 2003. "It's all about Connections: Evidence on Network Formation," IZA Discussion Papers 777, Institute for the Study of Labor (IZA). [Downloadable!]
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  12. Jackson, Matthew O. & Wolinsky, Asher, 1996. "A Strategic Model of Social and Economic Networks," Journal of Economic Theory, Elsevier, vol. 71(1), pages 44-74, October. [Downloadable!] (restricted)
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  13. Haller, Hans & Sarangi, Sudipta, 2005. "Nash networks with heterogeneous links," Mathematical Social Sciences, Elsevier, vol. 50(2), pages 181-201, September. [Downloadable!] (restricted)
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  1. John Duffy & Dean Corbae, 2006. "Experiments with Network Formation," Working Papers 292, University of Pittsburgh, Department of Economics, revised Aug 2007. [Downloadable!]
    Other versions:
  2. Anthony Ziegelmeyer & Katinka Pantz, 2005. "Collaborative Networks in Experimental Triopolies," Discussion Papers on Strategic Interaction 2005-38, Max Planck Institute of Economics, Strategic Interaction Group. [Downloadable!]
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