Factorial structure of the Comprehensive Assessment of At-Risk Mental States in help-seeking individuals: mapping the structure and the prediction of subsequent transition to psychosis

C. Montemagni, Anna Carluccio, C. Brasso, Flavio Vischia, Paola Rocca
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Abstract

The aim of the current study was 3-fold: 1) to examine the factorial structure of the Comprehensive Assessment of At-Risk Mental States (CAARMS) in help-seeking individuals undergoing an assessment on suspicion of psychosis risk; 2) to investigate the association of CAARMS factors with functioning; 3) and to test the association of any derived factors with the longitudinal outcome of transition to psychosis.The study included 101 patients. First, a principal component analysis (PCA) was conducted using the Varimax rotation method. A minimum initial eigenvalues of greater than or equal to 1.0, analysis of Scree plots, percentage of variance explained by each component, reliability (Cronbach’s alpha) of factors above 0.7 and Parallel Analysis were the criteria used to determine the appropriate number of factors Second, Spearman correlations were run to analyze the relationship between CAARMS factors and sociodemographic and functional variables (i.e. age, schooling, Social and Occupational Functioning Assessment Scale-SOFAS- and Health of the Nation Outcome Scales-HoNOS- scores). Third, we performed a Logistic regression analysis to evaluate the association between baseline CAARMS factors and the risk of transition to psychosis at the 6-month follow-up.A total of 101 consecutive patiens were recruited. We found that: 1) a 6 factor model solution as the most appropriate, jointly accounting for 65% of the variance; 2) factors 1 (“negative-interpersonal”), 2 (“cognitive-disorganization”), 3 (“positive”), and 4 (“motor-physical changes”) were negatively correlated with SOFAS total score; factors 1, 2, and 3 showed positive correlations with HoNOS total score; factors 2 and 3 present similar patterns of correlations, factor 3 manifesting the strongest association with HoNOS symptoms, HONOS and SOFAS total score. Both factors 5 and 6 show significant associations with HoNOS behavioral impairment; 3) after 6 months 28 participants (30.1%) converted to psychosis. Factors 2 and 3 were positively associated with the risk of transition to psychosis; whereas, the factor 5 (“affective factor”) was negatively associated with the outcome variable.It is thus crucial to recognize the type and severity of psychopathology in help-seeking individuals in order to intensive clinical monitoring of subclinical psychopathology risk profiles, and design specific care pathways.
求助者高危精神状态综合评估的因子结构:绘制结构图并预测随后向精神病的转变
本研究的目的有三:1)在接受疑似精神病风险评估的求助者中检验高危精神状态综合评估(CAARMS)的因子结构;2)调查 CAARMS 各因子与功能的关联;3)检验任何衍生因子与向精神病转变的纵向结果的关联。首先,使用Varimax旋转法进行了主成分分析(PCA)。第二,通过斯皮尔曼相关性分析 CAARMS 各因子与社会人口学变量和功能变量(即年龄、受教育程度、社会和职业功能评估量表-SOFAS-和国民健康结果量表-HoNOS-得分)之间的关系。第三,我们进行了逻辑回归分析,以评估基线 CAARMS 因素与 6 个月随访时转为精神病的风险之间的关联。我们发现我们发现:1)6 个因子模型是最合适的解决方案,共同占变异的 65%;2)因子 1("消极-人际")、2("认知-组织")、3("积极")和 4("运动-物理变化")与 SOFAS 总分呈负相关;因子 1、2 和 3 与 HoNOS 总分呈正相关;因子 2 和 3 呈类似的相关模式,因子 3 与 HoNOS 症状、HONOS 和 SOFAS 总分的相关性最强。因素 5 和因素 6 均与 HoNOS 行为障碍有显著关联;3)6 个月后,28 名参与者(30.1%)转为精神病患者。因此,识别求助者的精神病理学类型和严重程度至关重要,以便加强对亚临床精神病理学风险特征的临床监测,并设计特定的护理路径。
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