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因果网络还是因果孤岛?机制的表征与因果判断的可传递性

Causal Networks or Causal Islands? The Representation of Mechanisms and the Transitivity of Causal Judgment.

作者信息

Johnson Samuel G B, Ahn Woo-kyoung

机构信息

Department of Psychology, Yale University.

出版信息

Cogn Sci. 2015 Sep;39(7):1468-503. doi: 10.1111/cogs.12213. Epub 2015 Jan 3.

Abstract

Knowledge of mechanisms is critical for causal reasoning. We contrasted two possible organizations of causal knowledge—an interconnected causal network, where events are causally connected without any boundaries delineating discrete mechanisms; or a set of disparate mechanisms—causal islands—such that events in different mechanisms are not thought to be related even when they belong to the same causal chain. To distinguish these possibilities, we tested whether people make transitive judgments about causal chains by inferring, given A causes B and B causes C, that A causes C. Specifically, causal chains schematized as one chunk or mechanism in semantic memory (e.g., exercising, becoming thirsty, drinking water) led to transitive causal judgments. On the other hand, chains schematized as multiple chunks (e.g., having sex, becoming pregnant, becoming nauseous) led to intransitive judgments despite strong intermediate links ((Experiments 1-3). Normative accounts of causal intransitivity could not explain these intransitive judgments (Experiments 4 and 5).

摘要

对机制的了解对于因果推理至关重要。我们对比了因果知识的两种可能组织方式——一种是相互关联的因果网络,其中事件通过因果关系相连,没有任何界限来划分离散的机制;另一种是一组不同的机制——因果孤岛——以至于不同机制中的事件即使属于同一因果链也不被认为是相关的。为了区分这些可能性,我们测试了人们是否会通过在已知A导致B且B导致C的情况下推断A导致C,来对因果链做出传递性判断。具体而言,在语义记忆中被 schematized 为一个组块或机制的因果链(例如,锻炼、变得口渴、喝水)会导致传递性因果判断。另一方面,被 schematized 为多个组块的链(例如,发生性行为、怀孕、感到恶心)尽管有很强的中间环节,但仍会导致非传递性判断(实验1 - 3)。因果非传递性的规范性解释无法解释这些非传递性判断(实验4和5)。 注:schematized 这个词在原文语境中可能是特定专业术语或有特定含义,但仅从这段文本较难准确理解其确切意思,所以直接保留英文未翻译。

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