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Symptom contributors to quality of life in schizophrenia: Exploratory factor and network analyses

精神分裂症(面向对象编程) 探索性因素分析 心理学 生活质量(医疗保健) 因子(编程语言) 质量(理念) 临床心理学 精神科 心理治疗师 计算机科学 心理测量学 哲学 认识论 程序设计语言
作者
Samuel M. Murphy,Ana T. Flores,Jessica A. Wojtalik,Matcheri S. Keshavan,Shaun M. Eack
出处
期刊:Schizophrenia Research [Elsevier]
卷期号:264: 494-501
标识
DOI:10.1016/j.schres.2024.01.028
摘要

Individuals with schizophrenia and other associated disorders experience significant disturbance to their quality of life (QoL) due to a multitude of co-occurring symptoms. Popular evidence-based practices (EBPs) devote significant effort to reduce positive symptomatology in order to prevent relapse, while emerging research posits that other symptoms (cognitive deficits, negative and affective symptoms) are more indicative of QoL disturbance. This study sought to examine the impact of symptom constructs on QoL and attempt to infer directionality of influence via network analysis. A total of 102 recovery phase adult outpatients with schizophrenia spectrum disorders were assessed on positive, negative, and affective symptomatology, in addition to QoL and cognitive abilities. Exploratory factor analysis and network analysis were performed to identify associations and infer directed influence between symptom constructs, and a directed acyclic graph was constructed to observe associations between symptom domains and QoL. Factor analysis results indicated that individual measures align with their respective symptom constructs. Strong factor correlations were found between QoL and the negative and affective symptom constructs, with weaker associations found between positive symptoms and cognition. Visualization of the network structure illustrated QoL as the central cluster of the network, and examination of the weighted edges found the strongest connectivity between QoL, negative symptomatology, and affective symptoms. More severe negative and affective symptoms were most directly linked with poorer QoL and may prove to be integral in attaining positive outcomes in schizophrenia treatment. Incorporation of psychosocial treatments in addition to pharmacotherapy may prove effective in targeting negative and affective symptoms.
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