Lilly Research Laboratories, US Outcomes Research, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA,
Qual Life Res. 2013 Oct;22(8):2085-94. doi: 10.1007/s11136-012-0335-z. Epub 2012 Dec 14.
This study used an empirical approach to identify and validate the classification of patients with schizophrenia in "good," "moderate," or "poor" functioning groups based on the assessment of functional measures.
Using data from a study of schizophrenia outpatients, patients were classified into functional groups using cluster analysis based on the Heinrich-Carpenter Quality of Life Scale (QLS), the 36-item Short-Form Health Survey (SF-36) Mental Component Summary Score, and a productivity measure. A three-cluster solution was chosen. Concurrent, convergent, and discriminant validity were assessed. Criteria for classifying patient functioning as "good," "moderate," or "poor" were established using classification and regression tree analysis.
The three clusters consistently differentiated patients on the QLS, SF-36 Mental Component Summary Score, and productivity measure. The clusters also differed on other functional measures and were concordant with previous functional classifications. Concurrent, convergent, and discriminant validity were good. "Good" functioning was identified as a QLS total score ≥ 84.5; "moderate" and "poor" functioning were separated by a cutoff score of 15.5 on the QLS intrapsychic foundation domain. Sensitivity ranged from 86 to 93 % and specificity from 89 to 99 %.
The heterogeneity in functioning of schizophrenia patients can be classified reliably in an empirical manner using specific cutoff scores on commonly used functional measures.
本研究采用实证方法,根据功能评估量表,识别并验证基于 Heinrich-Carpenter 生活质量量表(QLS)、36 项简短健康调查量表(SF-36)精神成分综合评分和生产力测量结果,将精神分裂症患者分为“功能良好”、“功能中等”或“功能较差”的功能组。
利用精神分裂症门诊患者的研究数据,使用聚类分析方法,根据 Heinrich-Carpenter 生活质量量表(QLS)、36 项简短健康调查量表(SF-36)精神成分综合评分和生产力测量结果,对患者进行功能分组。选择三聚类解决方案。评估同时性、收敛性和判别有效性。使用分类和回归树分析为患者的功能分类为“良好”、“中等”或“较差”建立标准。
三个聚类始终可以根据 QLS、SF-36 精神成分综合评分和生产力测量结果区分患者。聚类在其他功能测量上也存在差异,并且与以前的功能分类一致。同时性、收敛性和判别有效性均良好。“功能良好”定义为 QLS 总分≥84.5;“功能中等”和“功能较差”则通过 QLS 内在基础领域的 15.5 分来区分。灵敏度范围为 86%至 93%,特异性范围为 89%至 99%。
使用常见功能测量的特定截断分数,可以可靠地以实证方式对精神分裂症患者的功能异质性进行分类。