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Authority and Delegation in Online Communities

Frankfurt, Germany 24 August 2023 – 26 August 2023

Jacopo Bregolin (University of Liverpool)

H5 Machine Learning and Online Communities
Chair: Patricia Prüfer
Room HZ14
Economics / Governance within organizations

Abstract

Many online platforms rely on user-generated content and need to incentivize free effort. With data from Stack Exchange, I investigate whether users provide more and better quality contributions when endowed with more autonomy and authority over actions. Using a dynamic discrete choice model, I show that authority has positive marginal value that is heterogeneous across different types of users. I simulate counterfactuals with different designs. The results show that the platform would lose an important share of production and quality of content in the absence of delegation. The trade-off depends on the composition of the community, as the sensitivity to the incentives is heterogeneous.

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