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德语版感知压力量表(PSS-10):探索性和验证性双因素模型评估维度、效度和测量不变性。

The German Version of the Perceived Stress Scale (PSS-10): Evaluation of Dimensionality, Validity, and Measurement Invariance With Exploratory and Confirmatory Bifactor Modeling.

机构信息

University of Koblenz-Landau, Landau, Germany.

Leuphana University, Lüneburg, Germany.

出版信息

Assessment. 2019 Oct;26(7):1246-1259. doi: 10.1177/1073191117715731. Epub 2017 Jun 18.

DOI:10.1177/1073191117715731
PMID:28627220
Abstract

The Perceived Stress Scale (PSS) is a popular instrument for measuring the degree to which individuals appraise situations in their lives as excessively uncontrollable and overloaded. Despite its widespread use (e.g., for evaluating intervention effects in stress management studies), there is still no agreement on its factor structure. Hence, the aim of the present study was to examine the dimensionality, measurement invariance (i.e., across gender, samples, and time), reliability, and validity of the PSS. Data from 11,939 German adults (73% women) were used to establish an exploratory bifactor model for the PSS with one general and two specific factors and to cross-validate this model in a confirmatory bifactor model. The model displayed strong measurement invariance across gender and was replicated in Study 2 in data derived from six randomized controlled trials investigating a web-based stress management training. In Study 2 (overall = 1,862), we found strong temporal invariance. Also, our analyses of concurrent and predictive validity showed associations with depressive symptoms, anxiety, and insomnia severity for the three latent PSS factors. These results show the implications of the bifactor structure of the PSS that might be of consequence in empirical research.

摘要

压力知觉量表(PSS)是一种用于测量个体对生活中情境的过度不可控和过载程度的常用工具。尽管它被广泛应用(例如,用于评估压力管理研究中的干预效果),但其因子结构仍未达成共识。因此,本研究旨在检验 PSS 的维度、测量不变性(即性别、样本和时间)、信度和效度。使用来自 11939 名德国成年人(73%为女性)的数据,建立了 PSS 的探索性双因素模型,该模型有一个一般因素和两个特定因素,并在一项包含六个随机对照试验的研究中,对这一模型进行了验证性双因素模型的交叉验证。该模型在性别上显示出很强的测量不变性,并在研究 2 中得到了重复验证,研究 2 中的数据来自于六个随机对照试验,这些试验调查了一种基于网络的压力管理训练。在研究 2(总人数=1862)中,我们发现了很强的时间不变性。此外,我们对同时性和预测性有效性的分析表明,PSS 的三个潜在因素与抑郁症状、焦虑和失眠严重程度有关。这些结果表明了 PSS 的双因素结构的意义,这可能对实证研究具有重要意义。

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