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Self-Correcting Information Cascades

机译:自校正信息串级

摘要

We report experimental results from long sequences of decisions in environments that are theoretically prone to severe information cascades. Observed behaviour is much different—information cascades are ephemeral. We study the implications of a theoretical model based on quantal response equilibrium, in which the observed cascade formation/collapse/formation cycles arise as equilibrium phenomena. Consecutive cascades may reverse states, and usually such a reversal is self-correcting: the cascade switches to the correct state. These implications are supported by the data. We extend the model to allow for base rate neglect and find strong evidence for overweighting of private information. The estimated belief trajectories indicate fast and efficient learning dynamics.
机译:我们从理论上倾向于严重信息级联的环境中的长决策序列中报告实验结果。观察到的行为有很大不同-信息级联是短暂的。我们研究了基于定量响应平衡的理论模型的含义,其中观察到的级联形成/塌陷/形成循环是作为平衡现象出现的。连续的级联可能会反转状态,通常这种反转是自校正的:级联切换到正确的状态。这些含义得到了数据的支持。我们扩展了该模型,以允许忽略基本费率,并为私人信息的超重找到了有力的证据。估计的信念轨迹表明快速有效的学习动态。

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