Department of Psychology, Alma Mater University of Bologna, Bologna, Italy.
Research Unit for General Practice and Section for General Medical Practice, Department of Public Health, Aarhus University, Aarhus, Denmark.
J Affect Disord. 2021 Mar 15;283:30-35. doi: 10.1016/j.jad.2021.01.043. Epub 2021 Jan 20.
A number of patient-reported outcomes (PROs) have been developed but insufficient attention has been devoted to the assessment of their clinimetric properties. Clinimetrics, the science of clinical measurements, has been considered an emerging approach for evaluating reliability and validity of PROs. This is the first study using clinimetric principles to compare the construct and criterion validity of the Major Depression Inventory (MDI), the Beck Depression Inventory-II (BDI-II), the World Health Organization Well-Being Index (WHO-5), three of the most widely used PROs for the assessment of depression.
Construct validity was evaluated via Item Response Theory (IRT) models (i.e., combining Rasch and Mokken analyses). Using the ICD-10 diagnostic algorithm for any depression as the gold standard, Receiver Operating Characteristic (ROC) curves were performed to examine the criterion validity of PROs.
One hundred healthy subjects (73% females, 32.6 ± 10.5 years) participated in the study, giving a response rate of 90.1%. When using IRT analyses, MDI and WHO-5 were found to be reliable and unidimensional, while BDI-II showed lack of unidimensionality. ROC analyses supported the diagnostic accuracy of MDI and the screening properties of WHO-5.
The main limitations of the present study are that healthy subjects were assessed only via only self-reported measures and a cross-sectional design was used.
WHO-5 and MDI outperformed BDI-II in terms of construct and criterion validity. WHO-5 should be considered when screening for depression, while MDI should be used as a valid diagnostic instrument and as a unidimensional measure to assess depression severity.
已经开发了许多患者报告的结局(PROs),但对其临床计量学特性的评估重视不够。临床计量学是临床测量的科学,被认为是评估 PROs 的可靠性和有效性的一种新兴方法。这是第一项使用临床计量学原理比较 Major Depression Inventory(MDI)、Beck Depression Inventory-II(BDI-II)和 World Health Organization Well-Being Index(WHO-5)这三种最常用于评估抑郁的 PROs 的结构和标准效度的研究。
通过项目反应理论(IRT)模型(即结合 Rasch 和 Mokken 分析)评估结构效度。使用 ICD-10 任何抑郁诊断算法作为金标准,进行接收者操作特征(ROC)曲线分析以检验 PROs 的标准效度。
共有 100 名健康受试者(73%为女性,32.6±10.5 岁)参与了研究,应答率为 90.1%。使用 IRT 分析时,MDI 和 WHO-5 被发现具有可靠性和单维性,而 BDI-II 则显示缺乏单维性。ROC 分析支持 MDI 的诊断准确性和 WHO-5 的筛选特性。
本研究的主要局限性是仅通过自我报告的测量评估健康受试者,并且使用了横断面设计。
在结构和标准效度方面,WHO-5 和 MDI 优于 BDI-II。WHO-5 可用于筛查抑郁,而 MDI 可作为有效的诊断工具和评估抑郁严重程度的单维测量工具。