School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada,
Qual Life Res. 2013 Dec;22(10):2829-42. doi: 10.1007/s11136-013-0419-4. Epub 2013 May 8.
To develop a paper-and-pencil semi-adaptive test for 5 domains of health-related quality of life (PAT-5D-QOL) based on item response theory (IRT).
The questionnaire uses items from previously developed item banks for 5 domains: (1) walking, (2) handling objects, (3) daily activities, (4) pain or discomfort, and (5) feelings. For each domain, respondents are initially classified into 4 functional levels. Depending on the level, they are instructed to respond to a different set of 5 additional questions. IRT scores for each domain and overall health utility scores are obtained using a simple spreadsheet. The questions were selected using psychometric and conceptual criteria. The format of the questionnaire was developed through focus groups and cognitive interviews. Feasibility was tested in two population surveys. A simulation study was conducted to compare PAT-5D-QOL with a computerized adaptive test (CAT-5D-QOL) and a fixed questionnaire, developed from the same item banks, in terms of accuracy, bias, precision, and ceiling and floor effects.
Close to 90 % of the participants in feasibility studies followed the skip instructions properly. In a simulation study, scores on PAT-5D-QOL for all domains tended to be more accurate, more precise, less biased, and less affected by a ceiling effect than scores on a fixed IRT-based questionnaire of the same length. PAT-5D-QOL was slightly inferior to a fully adaptive instrument.
PAT-5D-QOL is a novel, semi-adaptive, IRT-based measure of health-related quality of life with a broad range of potential applications.
基于项目反应理论(IRT),开发一种纸笔半自适应健康相关生活质量测试(PAT-5D-QOL)。
该问卷使用先前开发的五个领域的项目库中的项目:(1)行走,(2)处理物体,(3)日常活动,(4)疼痛或不适,(5)感觉。对于每个领域,受访者最初被分为 4 个功能级别。根据级别,他们被指示回答不同的 5 个附加问题。使用简单的电子表格获得每个领域的 IRT 分数和整体健康效用分数。问题是根据心理测量和概念标准选择的。问卷的格式是通过焦点小组和认知访谈开发的。在两项人群调查中测试了可行性。进行了一项模拟研究,以比较 PAT-5D-QOL 与计算机自适应测试(CAT-5D-QOL)和基于相同项目库的固定问卷在准确性、偏差、精度以及天花板和地板效应方面的差异。
可行性研究中近 90%的参与者正确遵循了跳过指令。在模拟研究中,与相同长度的基于固定 IRT 的问卷相比,PAT-5D-QOL 在所有领域的分数往往更准确、更精确、偏差更小、受天花板效应影响更小。PAT-5D-QOL 略逊于完全自适应仪器。
PAT-5D-QOL 是一种新颖的、基于 IRT 的半自适应健康相关生活质量测量工具,具有广泛的潜在应用。