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Deconstructing Test Anxiety based on Gaussian Graphical Model among Chinese Adolescents
Jin Xiu1,2; Guo Fei1,2; Chen Zhiyan1,2
2025
通讯作者邮箱xiu, jin
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848-852
会议日期2025
会议地点不详
摘要

The objective of this study is to explore the network structure and most central test anxiety symptoms among Chinese adolescents by using network approaches. A total of 1832 junior middle school students were investigated using the Multidimensional Test Anxiety Scale. Gaussian graph network model, based on graphical Least Absolute Shrinkage and Selection Operator (LASSO) regularization with the Extended Bayesian Information Criterion (EBIC) model selection, was used to estimate the network structure. Results indicated that "feeling panic just before taking tests" was the most important and influential symptom in test anxiety followed by other symptoms including "feeling nervous before tests", "forgetting things during tests" and "racing heart during tests". Investigating the network structure of test anxiety would provide a more comprehensive view about it.

关键词Network analysis Gaussian graphical model Test anxiety
DOI10.1145/3706890.3707035
收录类别EI
语种英语
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文献类型会议论文
条目标识符https://ir.psych.ac.cn/handle/311026/48603
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 Psychology, University of Chinese Academy of Sciences, Beijing, China
推荐引用方式
GB/T 7714
Jin Xiu,Guo Fei,Chen Zhiyan. Deconstructing Test Anxiety based on Gaussian Graphical Model among Chinese Adolescents[C],2025:848-852.
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