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假新闻、选民过度自信与民主选择的质量

Fake News, Voter Overconfidence, and the Quality of Democratic Choice
American Economic Review · 2022 · Melis Kartal、Jean‐Robert Tyran

中文摘要

本文从理论和实验两个方面,研究共同利益情境下过度自信与假新闻对信息聚合和民主选择质量的影响。我们从理论上表明,过度自信会加剧广泛传播的错误信息(即假新闻)的负面影响。随后,我们分析了更丰富的模型,允许存在党派性、旨在左右公众舆论的定向错误信息,以及因媒体所有权集中或审查而在选民之间存在相关性的新闻信号。在我们的实验中,过度自信严重削弱了信息聚合,这提示,过度自信在集体层面的影响可能比在个体层面明显得多。

Abstract

This paper studies, theoretically and experimentally, the effects of overconfidence and fake news on information aggregation and the quality of democratic choice in a common-interest setting. We theoretically show that overconfidence exacerbates the adverse effects of widespread misinformation (i.e., fake news). We then analyze richer models that allow for partisanship, targeted misinformation intended to sway public opinion, and news signals correlated across voters (due to media ownership concentration or censorship). In our experiment, overconfidence severely undermines information aggregation, suggesting that the effect of overconfidence can be much more pronounced at the collective than at the individual level. (JEL C91, D12, D72, D82, D83, L82)
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