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使用验证性因素分析比较精神分裂症患者与健康对照者的认知结构。

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

作者信息

Dickinson Dwight, Ragland J Daniel, Calkins Monica E, Gold James M, Gur Ruben C

机构信息

Department of Psychiatry, University of Maryland School of Medicine, (BT/MIRECC), Baltimore, 21201, USA.

出版信息

Schizophr Res. 2006 Jul;85(1-3):20-9. doi: 10.1016/j.schres.2006.03.003. Epub 2006 Apr 17.

Abstract

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.

摘要

有证据表明,精神分裂症患者在认知任务表现上分解出的广泛领域与健康人群相同。然而,这并不意味着这些领域相互独立,也不意味着两组人群中各领域之间的相互关系相同。我们使用验证性因素分析(CFA)来比较精神分裂症患者(n = 148)和健康对照者(n = 157)的广泛神经心理测验组合的潜在结构。主要分析检验了一个层次六因素模型的拟合度,其中假设各因素之间的关联反映了它们与一般认知能力因素的强共同关系。该模型纳入了言语理解、知觉组织、言语记忆、空间记忆、加工速度以及执行/工作记忆等因素。层次模型对两组数据都提供了良好的整体拟合。然而,多组CFA显示两组之间因素负荷存在显著差异,反映出精神分裂症患者认知能力的潜在结构更为普遍。这在根据观察到的测试数据计算出的认知领域综合分数之间更高的双变量相关性中也很明显。测试表现所反映的认知能力在精神分裂症患者中似乎比在健康受试者中更具整体性。这一发现可能对测量和治疗有影响。

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