自发的思维分为负面,积极和灵活的思维集群
Marta Migó1, Jessica A Cooper2, Philip A Kragel1,2
1Emory University, Department of Psychology, Atlanta, USA.
Communications psychology
|February 5, 2025
概括
使用动态系统建模自发的思维模式,揭示了不同的思维亚型,包括固定的负面和灵活的思维流浪. 这种方法为认知过程和精神病理学提供了新的见解.
科学领域:
- 认知科学 认知科学
- 计算神经科学是一种神经科学.
- 心理学 心理学 心理学
背景情况:
- 自发的想法对于注意力和记忆等认知功能至关重要.
- 自发思维的缺陷与精神病理学有关.
- 自由和固定的自发思想的认知动力学并未得到充分理解.
研究的目的:
- 使用吸引力-状态动态建模分析自由词汇关联数据.
- 在一个多维的语义空间中概念化卡住的自发思想.
- 识别自发思维的不同模式.
主要方法:
- 从三个独立样本 (N=65,N=79,N=222) 收集了词汇关联数据.
- 嵌入数据到一个三维的语义空间.
- 应用吸引力-状态动态建模和无监督学习.
主要成果:
- 在所有样本中始终确定了四个不同的集群.
- 集群的特点是两个困住的负面思维模式.
- 确定了一种保护性的积极思维模式和灵活的思维流浪.
结论:
- 这项研究支持一种用于建模自发思维的新方法.
- 通过自我报告无法获得的自发思想的不同亚型被隔离出来.
- 这些发现对临床和认知科学研究有影响.
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