Rönnlund Michael, Vestergren Peter, Stenling Andreas, Nilsson Lars-Göran, Bergdahl Maud, Bergdahl Jan
Department of Psychology, Umeå University, Sweden.
Department of Science and Mathematics Education, Umeå University, Sweden.
Scand J Psychol. 2015 Oct;56(5):592-8. doi: 10.1111/sjop.12214. Epub 2015 Jun 11.
We investigated the factorial structure of the Perceived Stress Questionnaire (PSQ-recent; Levenstein, Prantera, Varvo et al., 1993) in a large (N = 1516; 35-95 years) population-based Swedish sample (Nilsson, Adolfsson, Bäckman et al., 2004; Nilsson, Bäckman, Erngrund et al., 1997). Exploratory principal components analysis (PCA) was conducted on a first, randomly drawn subsample (n = 506). Next, the model based on the PCA was tested in a second sample (n = 505). Finally, a third sample (n = 505) was used to cross-validate the model. Five components were extracted in the PCA (eigenvalue > 1) and labeled "Demands," "Worries/Tension," "Lack of joy," "Conflict," and "Fatigue," respectively. Twenty-one out of the 30 original PSQ items were retained in a confirmatory factor analysis (CFA) model that included the five (first-order) factors and, additionally, a general (second-order) stress factor, not considered in prior models. The model showed reasonable goodness of fit [χ(2)(184) = 511.2, p < 0.001; CFI = 0.904; RMSEA = 0.059; and SRMR = 0.063]. Multigroup confirmatory factor analyses supported the validity of the established model. The results are discussed in relation to prior investigations of the factorial structure of the PSQ.
我们在一个基于瑞典人群的大样本(N = 1516;年龄35 - 95岁)中研究了感知压力问卷(PSQ - recent;Levenstein、Prantera、Varvo等人,1993年)的因子结构(Nilsson、Adolfsson、Bäckman等人,2004年;Nilsson、Bäckman、Erngrund等人,1997年)。对第一个随机抽取的子样本(n = 506)进行探索性主成分分析(PCA)。接下来,在第二个样本(n = 505)中对基于PCA的模型进行检验。最后,使用第三个样本(n = 505)对该模型进行交叉验证。在PCA中提取了五个成分(特征值> 1),分别标记为“需求”、“担忧/紧张”、“缺乏愉悦感”、“冲突”和“疲劳”。在一个验证性因子分析(CFA)模型中保留了30个原始PSQ项目中的21个,该模型包括五个(一阶)因子,此外还有一个一般(二阶)压力因子,这是之前模型中未考虑的。该模型显示出合理的拟合优度[χ(2)(184) = 511.2,p < 0.001;CFI = 0.904;RMSEA = 0.059;SRMR = 0.063]。多组验证性因子分析支持了所建立模型的有效性。结合之前对PSQ因子结构的研究对结果进行了讨论。