操纵先前的信念因果诱导不足和过度自信
Hélène Van Marcke1,2, Pierre Le Denmat1, Tom Verguts2
1Brain and Cognition, Faculty of Psychology and Educational Sciences, KU Leuven.
Psychological science
|March 1, 2024
概括
关于任务能力的先前信念,而不是实际表现,推动了决策信心的差异. 操纵这些信念因果关系影响信心,揭示了过度和缺乏信心背后的机制.
科学领域:
- 认知心理学 认知心理学
- 神经科学是一个神经科学.
- 决策科学科学 决策科学
背景情况:
- 决策信心的个体差异很大,但缺乏明确的计算解释.
- 对决策的缺乏和过度信心对生活结果产生了深远的影响.
研究的目的:
- 调查先前信念在塑造决策信心中的作用,独立于客观绩效.
- 开发一个计算模型,解释基于先前与任务相关的信念的信心变化.
主要方法:
- 两项涉及健康成年人感知决策的实验 (N=50个).
- 通过比较反和训练困难来操纵先前的信念.
- 在测试阶段测量了客观表现和主观信心.
主要成果:
- 操纵的先前信念因果关系影响了决策信心,而不会改变客观绩效.
- 在不同的信念诱导方法中,研究结果是一致的.
- 一个结合先前信念的积累到约束模型成功地解释了观察到的信任水平.
结论:
- 先前的信念,是由早期的任务暴露形成的,是决定信心的关键决定因素.
- 决策信心被计算为正确性的概率,取决于先前的信念.
- 这为缺乏和过度自信的计算基础提供了机械的理解.
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