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Temporal explanations
Laura Jane Kelly1, Sangeet Khemlani1
1Navy Center for Applied Research in Artificial Intelligence, US Naval Research Laboratory.
Journal of Experimental Psychology. General
|February 6, 2023
Summary
People use temporal explanations to resolve conflicting event timelines, preferring them over simple refutations. This study reveals a new type of conjunction fallacy in temporal reasoning.
Area of Science:
- Cognitive Psychology
- Human Reasoning
- Decision Making
Background:
- Explanatory reasoning often involves constructing causal explanations to resolve conflicts.
- Temporal relations, such as event order, are fundamental to understanding phenomena.
- Previous research has not systematically examined temporal explanatory reasoning.
Purpose of the Study:
- To investigate whether people use temporal explanations to resolve temporal conflicts.
- To compare the use and preference of temporal explanations versus direct refutations.
- To identify novel patterns in temporal explanatory reasoning.
Main Methods:
- Four experiments (N=240) were conducted involving conflicting or consistent temporal information.
- Participants generated spontaneous explanations for event sequences.
- Preference and probability judgments for different explanation types were assessed.
Main Results:
- Participants spontaneously generated temporal explanations to resolve temporal inconsistencies.
- Temporal explanations were preferred over simpler refutations.
- Temporal explanations were judged more probable than refutations, leading to conjunction fallacies.
Conclusions:
- Temporal explanations are a key mechanism for resolving temporal conflicts in human reasoning.
- This research introduces a novel class of conjunction fallacies related to temporal reasoning.
- The findings advance our understanding of explanatory reasoning by focusing on temporal dynamics.
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