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Correlation Neglect in Belief Formation

机译:信仰形成中的相关忽视

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摘要

Many information structures generate correlated rather than mutually independent signals, the news media being a prime example. This paper shows experimentally that in such contexts many people neglect these correlations in the updating process and treat correlated information as independent. In consequence, people's beliefs are excessively sensitive to well-connected information sources, implying a pattern of overshooting beliefs. Additionally, in an experimental asset market, correlation neglect not only drives overoptimism and overpessimism at the individual level, but also affects aggregate outcomes in a systematic manner. In particular, the excessive confidence swings caused by correlated signals give rise to predictable price bubbles and crashes. These findings are reminiscent of popular narratives according to which aggregate booms and busts might be driven by the spread of stories . Our results also lend direct support to recent models of boundedly rational social learning.
机译:许多信息结构生成相关的信号而不是相互独立的信号,新闻媒体就是一个很好的例子。本文通过实验表明,在这种情况下,许多人在更新过程中忽略了这些关联,并将关联信息视为独立信息。结果,人们的信念对连接良好的信息源过于敏感,这意味着一种过分的信念模式。此外,在实验性资产市场中,相关性忽视不仅会在个人层面上导致过度乐观和过度悲观,而且会系统地影响总体结果。特别是,由相关信号引起的过度置信度波动会导致可预测的价格泡沫和崩溃。这些发现让人想起流行的叙事,根据叙事,故事的传播可能会引发总体的繁荣与萧条。我们的结果也为有限理性的社会学习的最新模型提供了直接支持。

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