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The friendship paradox: Causal evidence of its behavioral consequences

Gary Charness, Francesco Feri, Matthew O. Jackson, Miguel A. Melendez-Jimenez and Matthias Sutter

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Abstract: We provide a first causal analysis of the behavioral consequences of the friendship paradox-the fact that people's friends in a network have more connections than average. We find that people's behavior is biased by their network position: they do not best respond to what they should infer the average behavior of the population to be, but instead simply to the average behavior of their friends. Moreover, we find that they fail to learn to overcome such a bias when relocated within the network, varying their observational environment. In these games of complements, the friendship paradox generates a systematic upward distortion in actions, increases behavioral dispersion, and persists despite learning opportunities.

Date: 2026-08
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