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中国青少年中10项感知压力量表的因子结构及跨性别测量不变性

Factor Structure of the 10-Item Perceived Stress Scale and Measurement Invariance Across Genders Among Chinese Adolescents.

作者信息

Liu Xiqin, Zhao Yajun, Li Jingguang, Dai Jing, Wang Xiuli, Wang Song

机构信息

The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, University of Electronic Science and Technology of China, Chengdu, China.

School of Sociology and Psychology, Southwest Minzu University, Chengdu, China.

出版信息

Front Psychol. 2020 Apr 9;11:537. doi: 10.3389/fpsyg.2020.00537. eCollection 2020.

Abstract

BACKGROUND

Chinese adolescents encounter a lot of stressors, such as academic burden and parental pressure. However, little is known about their perception of stress. The 10-item Perceived Stress Scale (PSS-10) is a widely used instrument to measure individuals' appraisal of global stress in academic research and clinical practice. The current study aimed to evaluate the best-fit factor structure model of the PSS-10 and the measurement invariance across genders in Chinese adolescents.

METHODS

A total of 1,574 Chinese senior high school students completed the PSS-10 (mean age = 15.26 ± 0.56 years, female = 54%). Confirmatory factor analysis (CFA) was conducted to determine the factor structure of the PSS-10. Multigroup CFA was carried out to test the measurement invariance of the PSS-10 across genders. A subsample ( = 1,060) answered additional questionnaires measuring stressful life events, anxiety, and depression to examine the convergent and concurrent validity of the PSS-10.

RESULTS

The two-factor model was supported [i.e., χ (34) = 332.224, < 0.001; non-normal fit index (NNFI) = 0.901, comparative fit index (CFI) = 0.925, root mean square error of approximation (RMSEA) = 0.075, standardized root mean square residual (SRMR) = 0.051]. Importantly, the model exhibited strong measurement invariance across female and male groups. Furthermore, the PSS-10 had adequate convergent validity for stressful life events (number: = 0.13, < 0.001; impact: = 0.23, < 0.001) and could explain incremental variance in predicting anxiety (Δ = 0.13, β = 0.38, < 0.001) and depression (Δ = 0.16, β = 0.41, < 0.001), suggesting excellent concurrent validity.

CONCLUSION

A two-factor model best fits the structure of PSS-10 among Chinese adolescents, with strong measurement invariance between gender groups, demonstrating its validity for assessing perceived stress among Chinese adolescents.

摘要

背景

中国青少年面临诸多压力源,如学业负担和父母压力。然而,对于他们对压力的认知了解甚少。10项感知压力量表(PSS - 10)是学术研究和临床实践中广泛用于测量个体对总体压力评估的工具。本研究旨在评估PSS - 10在中国青少年中的最佳拟合因子结构模型以及不同性别的测量不变性。

方法

共有1574名中国高中生完成了PSS - 10量表(平均年龄 = 15.26 ± 0.56岁,女生占54%)。进行验证性因子分析(CFA)以确定PSS - 10的因子结构。开展多组CFA以检验PSS - 10在不同性别间的测量不变性。一个子样本(n = 1060)回答了额外的问卷,测量应激性生活事件、焦虑和抑郁,以检验PSS - 10的聚合效度和同时效度。

结果

两因素模型得到支持[即,χ²(34) = 332.224,p < 0.001;非正态拟合指数(NNFI) = 0.901,比较拟合指数(CFI) = 0.925,近似误差均方根(RMSEA) = 0.075,标准化残差均方根(SRMR) = 0.051]。重要的是,该模型在女性和男性群体中显示出很强的测量不变性。此外,PSS - 10对应激性生活事件具有足够的聚合效度(数量:r = 0.13,p < 0.001;影响:r = 0.23,p < 0.001),并且在预测焦虑(ΔR² = 0.13,β = 0.38,p < 0.001)和抑郁(ΔR² = 0.16,β = 0.41,p < 0.001)方面能够解释额外的方差,表明具有出色的同时效度。

结论

两因素模型最适合中国青少年中PSS - 10的结构,在不同性别群体间具有很强的测量不变性,证明了其在评估中国青少年感知压力方面的有效性。

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