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Less Unique Variance Than Meets the Eye: Overlap Among Traditional Neuropsychological Dimensions in Schizophrenia

机译:比眼神更独特的方差:精神分裂症的传统神经心理学维度之间的重叠

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摘要

The magnitude of the overlap among dimensions of neuropsychological test performance in schizophrenia has been the subject of perennial controversy. This issue has taken on renewed importance with the recent focus on cognition as a treatment target in schizophrenia. A substantial body of factor analytic literature indicates that dimensions are separable in schizophrenia. However, this literature is generally uninformative as to whether the separable dimensions are independent, weakly correlated, or strongly correlated. Factor analyses have often used methods (ie, principal components analysis with orthogonal rotation) that preclude this determination, and correlations among factor-based domain composites and underlying measures have been reported infrequently in these studies. Current meta-analyses of reported “between-dimension” correlations for individual neuropsychological measures and for cognitive domain composite variables indicate that cognition variables in schizophrenia are correlated, on average, at a “medium” level of r = 0.37 for individual measures from different cognitive dimensions and r = 0.45 for domain composites. Because these are mean bivariate correlations, the multiple correlation of an individual measure with all the other measures in a cognitive battery is likely to be higher. Measure reliabilities of 0.80 or less also imply greater commonality among traditional neuropsychological measures. In short, there are underappreciated constraints on the amount of reliable cognitive performance variance in traditional neuropsychological test batteries that is free to vary independently. The ability of such batteries to reveal cognitive domain–specific treatment effects in schizophrenia may be much more limited than is generally assumed.
机译:精神分裂症中神经心理学测试表现的各个维度之间的重叠程度一直是长期争论的主题。随着近来人们将认知作为精神分裂症的治疗靶点,该问题变得更加重要。大量的因子分析文献表明,精神分裂症中的维度是可分离的。但是,关于可分离的维度是独立的,弱相关的还是强相关的,该文献通常没有指导意义。因子分析通常使用排除该确定的方法(即,具有正交旋转的主成分分析),并且在这些研究中很少报告基于因子的域复合材料与基础度量之间的相关性。对所报告的各个神经心理学措施和认知领域复合变量的“维度间”相关性的最新荟萃分析表明,对于精神分裂症中的认知变量,来自不同认知水平的个体度量平均在r = 0.37的“中等”水平上相关域复合材料的尺寸和r = 0.45。由于这些是均值双变量相关性,因此单个量度与认知电池中所有其他量度的多重相关性可能会更高。度量的可靠性为0.80或更低,也意味着传统的神经心理学测量方法具有更高的通用性。简而言之,在传统的神经心理学测试电池中,可靠的认知表现差异的数量存在未被充分认识的约束,这些约束可以自由独立地变化。这种电池在精神分裂症中揭示认知领域特定治疗效果的能力可能比通常认为的要受限制得多。

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