Department of Social Work and Social Administration, The University of Hong Kong, Hong Kong, China.
Central University of Finance and Economics, Beijing, China; State University of New York Buffalo State Department of Sociology, New York, USA.
J Affect Disord. 2021 Feb 15;281:1-8. doi: 10.1016/j.jad.2020.11.069. Epub 2020 Nov 11.
The 40-item Psychological Strain Scales (PSS) was developed to measure four dimensions of psychological strains based on the Strain Theory of Suicide. Although the PSS has been increasingly used in recent years, the dimensionality and scoring of the PSS remained to be thoroughly examined using the Item Response Theory (IRT) approach.
Data came from a large sample of 11,412 Chinese undergraduate students. A bifactor-IRT model, specifying one general strain factor and four specific strains factors, was examined for fit to the sample data. A detailed item analysis, with analysis of the differential item functioning (DIF) of the items across gender, was undertaken to evaluate the dimensionality of the PSS. The associations among the PSS scale scores with scores on the concurrent measures, assessing psychache and suicidal behaviors, were examined.
IRT-derived specific bifactor indices showed that the PSS was unidimensional, and thus the PSS total scores should be reported. Unidimensional subset of 5 items identified (Item 9, Item 12, Item 14, Item 16, and Item 20), using bifactor-IRT modeling and incremental validation, were selected to construct a potential short form of the PSS (PSS-SF). The PSS-SF scale scores demonstrated strong psychometric properties and associations with scores on the concurrent measures assessing relevant constructs.
This study used cross-sectional data from a non-clinical sample of Chinese undergraduate students.
The PSS-SF should be considered as a unidimensional instrument with potential in enhancing our understanding and measurement of psychological strains with reduced response burden.
40 项心理压力量表(PSS)是根据自杀的压力理论开发的,用于测量基于四个维度的心理压力。尽管近年来 PSS 越来越多地被使用,但使用项目反应理论(IRT)方法,对 PSS 的维度和评分仍需要进行彻底检查。
数据来自于 11412 名中国大学生的大样本。一个双因素 IRT 模型,指定一个一般压力因素和四个特定的压力因素,被用来检验样本数据的拟合度。对项目进行详细的分析,包括跨性别分析项目的不同功能(DIF),以评估 PSS 的维度。还检验了 PSS 量表得分与同时评估的心理痛苦和自杀行为的得分之间的关系。
IRT 衍生的特定双因素指数表明,PSS 是单维的,因此应该报告 PSS 的总分。使用双因素 IRT 建模和增量验证,确定了一个由 5 个项目组成的非维度子集(项目 9、项目 12、项目 14、项目 16 和项目 20),用于构建 PSS 的潜在短式(PSS-SF)。PSS-SF 量表得分具有很强的心理测量特性,与同时评估相关构念的得分显著相关。
本研究使用了来自中国大学生非临床样本的横断面数据。
PSS-SF 应被视为一种具有潜在作用的单维度工具,可以在减轻反应负担的情况下增强我们对心理压力的理解和测量。