Department of Psychology.
Department of Psychological and Brain Sciences.
Psychol Assess. 2021 Jan;33(1):14-28. doi: 10.1037/pas0000962. Epub 2020 Nov 5.
We examined the within-domain structure of the five domains of personality measured by the Big Five Inventory-2 with data collected from an adolescent sample ( = 838). Three possible factor models were tested: a single factor, correlated facets, and a single factor with correlated residuals. We examined each model controlling for acquiescence, a response bias in which respondents tend to agree/disagree regardless of item content, using two approaches: acquiescence factor and within-person centering of item-level responses. Across each domain, results indicated both the correlated facets and correlated residuals models demonstrated acceptable fit. Accounting for acquiescent responding was generally associated with improved model fit. However, consistent with past struggles in measuring open-mindedness in adolescents, the correlated residuals model with acquiescence as a factor for open-mindedness failed to converge. Regularized structural equation modeling was conducted on this model for open-mindedness and suggested certain residual covariances that contributed to estimation difficulties should be constrained to zero. Advantages of models are discussed with implications for studying the Big Five personality domains in adolescents. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
我们利用从青少年样本中收集的数据(n=838),研究了大五人格量表-2 所测量的五个人格领域的域内结构。我们测试了三种可能的因素模型:单一因素模型、相关方面模型和带有相关残差的单一因素模型。我们通过两种方法,即一致性因子和项目水平反应的个体内中心化,控制了一致性(一种反应偏差,即无论项目内容如何,被试都倾向于同意/不同意),以检验每种模型。在每个领域,结果都表明相关方面和相关残差模型都具有可接受的拟合度。考虑到一致性反应,通常会提高模型的拟合度。然而,与过去在青少年中衡量开放性方面的困难一致,将一致性作为开放性的一个因素的相关残差模型未能收敛。对于开放性的这个模型,我们进行了正则化结构方程建模,并提出了某些导致估计困难的残余协方差应该约束为零。我们讨论了模型的优势,以及它们对研究青少年大五人格领域的意义。(《心理科学数据库》记录(c)2021 APA,保留所有权利)。