PSYCH OpenIR
The Interrelation of Experiential Avoidance, Cognitive Fusion, and Rumination: Insights from Mediation Analysis and Machine Learning
Naiping Wu1; Ting Zhou2; Yunshu Zhang1; Zheng Huang1
2025
通讯作者邮箱huangz@psych.ac.cn
会议名称Proceedings of 2024 5th International Symposium on Artificial Intelligence for Medicine Science, ISAIMS 2024
会议录名称Proceedings of 2024 5th International Symposium on Artificial Intelligence for Medicine Science, ISAIMS 2024
页码21-26
会议日期2025
会议地点不详
摘要

This study explores the interrelationship between experiential avoidance, cognitive fusion, and rumination and investigates the predictive roles of experiential avoidance and cognitive fusion on rumination. Data were collected from 600 university students using the Ruminative Responses Scale, Cognitive Fusion Questionnaire, and Acceptance and Action Questionnaire-II. Correlation analysis was employed to explore the relationships among the three factors. Mediation analysis was used to investigate the mediating role of cognitive fusion between experiential avoidance and rumination, and random forest analysis was applied to test the predictive roles of experiential avoidance and cognitive fusion on rumination. Positive correlations were found among experiential avoidance, cognitive fusion, and rumination. Cognitive fusion played a partial mediating role in the link between experiential avoidance and rumination. The fifth and third items of experiential avoidance were the most critical predictors of rumination, with a prediction performance R2 of 0.678 in the test set. Cognitive fusion partially mediates the connection between experiential avoidance and rumination among university students, and the model demonstrates good predictive performance for rumination. Our research contributes to a better understanding of the interrelationships among experiential avoidance, cognitive fusion, and rumination in university students.

关键词Experiential Avoidance Cognitive Fusion Rumination Mediation Analysis Machine Learning University Students
DOI10.1145/3706890.3706894
收录类别EI
引用统计
文献类型会议论文
条目标识符https://ir.psych.ac.cn/handle/311026/48604
专题中国科学院心理研究所
作者单位1.Institute of Psychology, Chinese Academy of Sciences, Beijing, China
2.Department of Medical Psychology, School of Health Humanities, Peking University, Beijing, China
推荐引用方式
GB/T 7714
Naiping Wu,Ting Zhou,Yunshu Zhang,et al. The Interrelation of Experiential Avoidance, Cognitive Fusion, and Rumination: Insights from Mediation Analysis and Machine Learning[C],2025:21-26.
条目包含的文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
The Interrelation of(745KB)会议论文 开放获取CC BY-NC-SA浏览 下载
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Naiping Wu]的文章
[Ting Zhou]的文章
[Yunshu Zhang]的文章
百度学术
百度学术中相似的文章
[Naiping Wu]的文章
[Ting Zhou]的文章
[Yunshu Zhang]的文章
必应学术
必应学术中相似的文章
[Naiping Wu]的文章
[Ting Zhou]的文章
[Yunshu Zhang]的文章
相关权益政策
暂无数据
收藏/分享
文件名: The Interrelation of Experiential Avoidance, Cognitive Fusion, and Rumination_ Insights from Mediation Analysis and Machine Learning.pdf
格式: Adobe PDF
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。