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A theory of recommendations

Benkert, Jean-Michel; Schmutzler, Armin (2024). A theory of recommendations. Working paper series / Department of Economics 448, University of Zurich.

Abstract

This paper investigates the value of recommendations for disseminating economic information, with a focus on frictions resulting from preference heterogeneity. We consider Bayesian expected-payoff maximizers who receive non-strategic recommendations by other consumers. The paper provides conditions under which different consumer types accept these recommendations. Moreover, we assess the overall value of a recommendation system and the determinants of that value. Our analysis highlights the importance of disentangling objective information from subjective preferences when designing value-maximizing recommendation systems.

Additional indexing

Item Type:Working Paper
Communities & Collections:03 Faculty of Economics > Department of Economics
Working Paper Series > Department of Economics
Dewey Decimal Classification:330 Economics
JEL Classification:D02, D47, D83
Uncontrolled Keywords:Recommendations, preference heterogeneity, optimal design
Scope:Discipline-based scholarship (basic research)
Language:English
Date:August 2024
Deposited On:22 Aug 2024 06:35
Last Modified:26 Sep 2024 09:53
Series Name:Working paper series / Department of Economics
Number of Pages:41
ISSN:1664-7041
OA Status:Green
Related URLs:https://www.econ.uzh.ch/en/research/workingpapers.html
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