Siedlecki Karen L, Honig Lawrence S, Stern Yaakov
Cognitive Neuroscience Division, Taub Institute, Columbia University College of Physicians and Surgeons.
Neuropsychology. 2008 May;22(3):400-11. doi: 10.1037/0894-4105.22.3.400.
An exploratory factor analysis (EFA) and a series of confirmatory factor analyses were conducted on 17 variables designed to assess different cognitive abilities in a sample of healthy older adults. In the EFA, 4 factors emerged corresponding to language, memory, processing speed, and fluid ability constructs. The results of the confirmatory factor analyses suggested that a 5-factor model with an additional Attention factor improved the fit. The invariance of the 5-factor model was examined across 3 groups: a group of cognitively healthy older adults, a group of patients diagnosed with questionable dementia (QD), and a group of patients diagnosed with probable Alzheimer's disease (AD). Results of the invariance analysis suggest that the model may have configural invariance across the 3 groups but not metric invariance. Specifically, preliminary analyses suggest that the memory construct may represent something different in the QD and AD groups as compared to the healthy older adult group, consistent with the underlying pathology in early AD.
对17个旨在评估健康老年人不同认知能力的变量进行了探索性因素分析(EFA)和一系列验证性因素分析。在探索性因素分析中,出现了4个因素,分别对应语言、记忆、处理速度和流体能力结构。验证性因素分析结果表明,增加一个注意力因素的五因素模型改善了拟合度。在三组人群中检验了五因素模型的不变性:一组认知健康的老年人、一组被诊断为可疑痴呆(QD)的患者和一组被诊断为可能患有阿尔茨海默病(AD)的患者。不变性分析结果表明,该模型在三组人群中可能具有构型不变性,但不具有度量不变性。具体而言,初步分析表明,与健康老年人群体相比,记忆结构在QD组和AD组中可能代表不同的东西,这与早期AD的潜在病理一致。