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A new Integrated Negative Symptom structure of the Positive and Negative Syndrome Scale (PANSS) in schizophrenia using item response analysis

机译:使用项目反应分析的精神分裂症患者正负综合症状量表(PANSS)的新型负综合症状结构

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Background: Debate persists with regard to how best to categorize the syndromal dimension of negative symptoms in schizophrenia. The aim was to first review published Principle Components Analysis (PCA) of the PANSS, and extract items most frequently included in the negative domain, and secondly, to examine the quality of items using Item Response Theory (IRT) to select items that best represent a measurable dimension (or dimensions) of negative symptoms. Methods: First, 22 factor analyses and PCA met were included. Second, using a large dataset (n = 7187) of participants in clinical trials with chronic schizophrenia, we extracted items loading on one or more PCA. Third, items not loading with a value of ≥ 0.5, or loading on more than one component with values of ≥ 0.5 were discarded. Fourth, resulting items were included in a non-parametric IRT and retained based on Option Characteristic Curves (OCCs) and Item Characteristic Curves (ICCs). Results: 15 items loaded on a negative domain in at least one study, with Emotional Withdrawal loading on all studies. Non-parametric IRT retained nine items as an Integrated Negative Factor: Emotional Withdrawal, Blunted Affect, Passive/Apathetic Social Withdrawal, Poor Rapport, Lack of Spontaneity/Conversation Flow, Active Social Avoidance, Disturbance of Volition, Stereotyped Thinking and Difficulty in Abstract Thinking. Conclusions: This is the first study to use a psychometric IRT process to arrive at a set of negative symptom items. Future steps will include further examination of these nine items in terms of their stability, sensitivity to change, and correlations with functional and cognitive outcomes.
机译:背景:关于如何最好地对精神分裂症阴性症状的症状进行分类的争论仍然存在。目的是首先审查已发布的PANSS的主成分分析(PCA),并提取负域中最常包含的项目,其次,使用项目响应理论(IRT)来检查最能代表项目的项目质量可衡量的消极症状的维度。方法:首先,包括22个因素分析和PCA方法。其次,我们使用大量的慢性精神分裂症临床试验参与者数据集(n = 7187),提取了装载在一个或多个PCA上的药物。第三,丢弃未装载值≥0.5或装载在多个零件上的值≥0.5的物品。第四,生成的项目包含在非参数IRT中,并根据期权特征曲线(OCC)和项目特征曲线(ICC)保留。结果:在至少一项研究中,有15项被加载到负域中,而在所有研究中都包含了情感撤回。非参数IRT保留了九个项目作为综合负面因素:情感退缩,钝化情感,被动/无动于衷的社交退缩,差劲的交往,缺乏自发性/对话流程,主动回避社交,对意志的干扰,刻板印象和抽象思维的困难。结论:这是第一项使用心理IRT过程得出一系列负面症状项目的研究。未来的步骤将包括在稳定性,对变化的敏感性以及与功能和认知结果的相关性方面进一步检查这九个项目。

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