Levine Stephen Z, Rabinowitz Jonathan
Bar Ilan University, Ramat Gan, Israel.
J Clin Psychopharmacol. 2007 Oct;27(5):431-6. doi: 10.1097/jcp/.0b013e31814cfabd.
The Positive and Negative Syndrome Scale (PANSS) is a widely used instrument to measure severe psychopathology in schizophrenia. Recently, its widely accepted 5-factor solution is questioned using confirmatory factor analysis (CFA). This article examines the appropriateness of applying CFA to PANSS data and the dimensionality of the PANSS in a large sample of persons with chronic schizophrenia, schizophreniform disorder, and schizoaffective disorder.
Data reduction was conducted on PANSS baseline assessments from 2 multicenter clinical trials consisting of 1284 persons' available PANSS data at baseline and Week 8. Supplementary analyses were conducted for separate trials and for noncompleters at baseline (n = 1872).
Examination of the data indicated that the statistical requirements of CFA (eg, multivariate normality) were not met by the data. Multidimensional scaling and a scree plot of principal components superimposed on simulated random data converged to indicate that 5 dimensions are generally a parsimonious fit to the PANSS at baseline, whereas 4 dimensions emerged after 8 weeks of treatment. The components included negative symptoms, positive symptoms, disorganized (baseline only), anxiety/depression, and excited.
The results demonstrate realistic alternatives to CFA when studying the PANSS, support a 5-component model of PANSS ratings at baseline, and indicate that the structure of symptoms change after 8 weeks of treatment. These results seem to be robust because they generally replicate within trials for completers and at baseline for the entire sample.
阳性与阴性症状量表(PANSS)是一种广泛用于测量精神分裂症严重精神病理学的工具。最近,其被广泛接受的五因素模型通过验证性因素分析(CFA)受到质疑。本文在一大群慢性精神分裂症、精神分裂症样障碍和分裂情感性障碍患者中,研究了将CFA应用于PANSS数据的适宜性以及PANSS的维度。
对来自2项多中心临床试验的PANSS基线评估数据进行降维分析,这2项试验共有1284人在基线和第8周时的可用PANSS数据。对各单独试验以及基线时的未完成者(n = 1872)进行了补充分析。
数据检查表明,数据未满足CFA的统计要求(如多元正态性)。多维标度法以及叠加在模拟随机数据上的主成分碎石图均表明,五维通常是对基线时PANSS的简约拟合,而治疗8周后出现了四维。这些成分包括阴性症状、阳性症状、紊乱(仅基线时)、焦虑/抑郁和兴奋。
研究结果表明,在研究PANSS时,有CFA的实际替代方法,支持基线时PANSS评分的五成分模型,并表明治疗8周后症状结构发生变化。这些结果似乎很可靠,因为它们通常在试验中对完成者以及在整个样本的基线时得到重复。