Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Nantong Fourth People's Hospital, Jiangsu, China.
Schizophr Res. 2022 Oct;248:131-139. doi: 10.1016/j.schres.2022.08.016. Epub 2022 Aug 29.
Negative symptoms are core symptom of schizophrenia, and many previous research studied the latent structure of negative symptoms based on a single measurement scale. Applying two second-generation negative symptom scales to the same sample can address measurement-invariance of latent structure.
Three-hundred-and-five schizophrenia patients were assessed using the CAINS and the BNSS. Confirmatory Factor Analysis (CFA) tested four competing factor-models: (1) a 1-factor model; (2) a 2-factor model comprising the motivation and pleasure (MAP) domain and the diminished expression (EXP) domain; (3) a 5-factor model comprising anhedonia, avolition, asociality, blunted affect and alogia; (4) a hierarchical model comprising the "first-order" 5-domain factors and the "second-order" MAP & EXP factors.
The CFA results for the data of the CAINS showed that the 2-factor model had the best data fit over the other competing models. The CFA using the BNSS data in the same sample also supported the superiority of the 2-factor model. Lastly, after combining the items of the BNSS and CAINS together in the same sample for CFA, the 2-factor model prevailed over the other competing models.
The 2-factor model appears to be measurement-invariant latent structure of negative symptoms. The novel method of combining the items of the CAINS and BNSS might have circumvented the possible imperfect construct of a single scale. Our findings support the MAP and EXP factors as the latent structure for negative symptoms.
阴性症状是精神分裂症的核心症状,许多先前的研究基于单一测量量表研究了阴性症状的潜在结构。将两种第二代阴性症状量表应用于同一样本可以解决潜在结构的测量不变性。
对 350 名精神分裂症患者使用 CAINS 和 BNSS 进行评估。验证性因子分析(CFA)检验了四个竞争因子模型:(1)一个因子模型;(2)包含动机和愉悦(MAP)领域和表达减退(EXP)领域的两个因子模型;(3)包含快感缺失、意志减退、社交退缩、情感迟钝和寡言的五因子模型;(4)包含“一阶”五领域因素和“二阶”MAP 和 EXP 因素的层次模型。
CAINS 数据的 CFA 结果表明,二阶模型在其他竞争模型中具有最佳的数据拟合度。对同一样本中 BNSS 数据进行 CFA 也支持二阶模型的优越性。最后,在同一样本中结合 BNSS 和 CAINS 的项目进行 CFA 后,二阶模型优于其他竞争模型。
二阶模型似乎是阴性症状潜在结构的测量不变性。将 CAINS 和 BNSS 的项目相结合的新方法可能避免了单一量表可能存在的不完美结构。我们的研究结果支持 MAP 和 EXP 因素作为阴性症状的潜在结构。