Validation of the Chinese version of the Perceived Stress Scale-10 integrating exploratory graph analysis and confirmatory factor analysis

验证性因素分析 克朗巴赫阿尔法 探索性因素分析 测量不变性 结构方程建模 拟合优度 统计 基线(sea) 可靠性(半导体) 比例(比率) 临床心理学 心理学 医学 数学 心理测量学 物理 功率(物理) 海洋学 量子力学 地质学
作者
Chen Jiang,Haiyan Ma,Yi Luo,Dyt Fong,Emre Umucu,Huiqiu Zheng,Qiran Zhang,Xiao Liu,Xiaoxue Liu,Karen Spruyt,Runtang Meng
出处
期刊:General Hospital Psychiatry [Elsevier BV]
卷期号:84: 194-202 被引量:39
标识
DOI:10.1016/j.genhosppsych.2023.07.008
摘要

The study aimed to initially assess the measurement properties of the 10-item simplified Chinese version of the Perceived Stress Scale (PSS-C-10) and as a first, assess a longitudinal measurement invariance (LMI). A longitudinal survey was conducted with a convenient sample of healthcare students using the PSS-C-10. We assessed the PSS-C-10 mainly using composite analytical approaches, including exploratory graph analysis (EGA) and confirmatory factor analysis (CFA) to suggest the best-fit factor structure and assess measurement invariance. The EGA identified a two-factor structural solution with an accuracy of 98.6% at baseline and 100% at a 7-day follow-up. The CFA subsequently confirmed this structure, with a comparative fit index of 0.963 at baseline and 0.987 at follow-up, Tucker-Lewis index of 0.951 at baseline and 0.982 at follow-up, and root mean square error of approximation of 0.111 at baseline and 0.089 at follow-up. The LMI was supported by the goodness-of-fit indices, and their changes fell within the recommended cut-off range. Additionally, Cronbach's alpha (0.885 at baseline and 0.904 at follow-up), McDonald's omega (0.885 at baseline and 0.902 at follow-up), and an ICC value of 0.816 for 7 days demonstrated the robust reliability of the PSS-C-10. The PSS-C-10 exhibited a stable two-factor structure with promising LMI and measurement properties.
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