超认知敏感度预测了基于价值的决策中信息搜索的质量
Xiao Hu1, Yahua Li2, Xun Chen1
1Beijing Key Laboratory of Applied Experimental Psychology, National Demonstration Center for Experimental Psychology Education, Faculty of Psychology, Beijing Normal University, Beijing, China.
Cognition
|December 17, 2025
概括
超认知灵敏度,即识别好与坏选择的能力,可靠地预测决策中的有效信息搜索. 这种超认知能力会影响寻找的信息以及搜索结束的时间.
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 决策科学 决策科学
背景情况:
- 有效的决策通常需要积极收集信息来估计选项价值.
- 信息搜索质量与元认知有关,即对自己认知状态的意识.
- 在基于价值的决策中,元认知灵敏度和信息搜索质量之间的关系仍未得到充分探索.
研究的目的:
- 调查元认知敏感度与信息搜索质量之间的联系.
- 为了确定元认知灵敏度是否预测信息搜索中的采样和终结质量.
- 探索工作记忆在元认知和搜索质量之间的关系中的作用.
主要方法:
- 五项实验涉及477名参与者,他们执行了一项多重武装强盗任务.
- 参与者收集了信息,并表示对最终选择的信心.
- 操作工作记忆负载以评估其对元认知和搜索质量的影响.
主要成果:
- 超认知灵敏度显著预测了整体信息搜索质量.
- 超认知敏感性与采样质量 (寻找什么) 和终止质量 (何时停止) 相关.
- 超认知灵敏度和采样质量之间的联系取决于工作记忆的参与,而终止质量即使没有工作记忆负载也仍然相关.
结论:
- 超认知敏感性是有效搜索信息的关键预测因素,用于基于价值的决策.
- 对元认知灵敏度的个体差异不仅仅是由于信息搜索经验.
- 了解元认知对于优化决策过程至关重要.
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