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A comparison of cognitive structure in schizophrenia patients and healthy controls using confirmatory factor analysis

机译:应用验证性因子分析比较精神分裂症患者和健康对照者的认知结构

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摘要

There is evidence that cognitive task performance breaks down into the same broad domains in schizophrenia as in healthy populations. However, this does not mean that the domains are independent of one another or that the interrelationships among domains are the same between groups. We used confirmatory factor analysis (CFA) to compare the latent structure of a broad neuropsychological battery in schizophrenia patients (n =148) and healthy controls (n =157). Main analyses examined the fit of a hierarchical six-factor model, in which associations among the factors were assumed to reflect their strong shared relationship to a general cognitive ability factor. The model incorporated the factors of verbal comprehension, perceptual organization, verbal memory, spatial memory, processing speed, and executive/working memory. The hierarchical model provided a good overall fit to data from both groups. However multiple groups CFA revealed significant differences in factor loadings between groups, reflecting a more generalized latent structure of cognitive ability in schizophrenia. This was also evident in higher bivariate correlations among cognitive domain composite scores calculated from the observed test data. Cognitive ability, as reflected in test performance, appears to be more unitary in schizophrenia than in healthy subjects. This finding may have measurement and treatment implications.
机译:有证据表明,精神分裂症患者的认知任务表现可以分解为与健康人群相同的广泛领域。但是,这并不意味着域之间是相互独立的,也不意味着域之间的相互关系在组之间是相同的。我们使用验证性因子分析(CFA)来比较精神分裂症患者(n = 148)和健康对照(n = 157)中广泛的神经心理学电池的潜在结构。主要分析检查了分层六因素模型的拟合,其中假设因素之间的关联以反映其与一般认知能力因素的强烈共享关系。该模型结合了语言理解,知觉组织,语言记忆,空间记忆,处理速度和执行/工作记忆等因素。层次模型为两组数据提供了很好的整体拟合。但是,多组CFA揭示了各组之间因素负荷的显着差异,反映出精神分​​裂症患者认知能力的潜在结构更为普遍。从观察到的测试数据计算出的认知领域综合评分之间较高的双变量相关性也证明了这一点。测试表现所反映的认知能力在精神分裂症中似乎比在健康受试者中更为统一。这一发现可能具有测量和治疗意义。

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