Rose M, Bjorner J B, Becker J, Fries J F, Ware J E
Health Assessment Lab and QualityMetric Incorporated, 275 Wyman Street, Waltham, MA 02451, USA.
J Clin Epidemiol. 2008 Jan;61(1):17-33. doi: 10.1016/j.jclinepi.2006.06.025.
The Patient-Reported Outcomes Measurement Information System (PROMIS) was initiated to improve precision, reduce respondent burden, and enhance the comparability of health outcomes measures. We used item response theory (IRT) to construct and evaluate a preliminary item bank for physical function assuming four subdomains.
Data from seven samples (N=17,726) using 136 items from nine questionnaires were evaluated. A generalized partial credit model was used to estimate item parameters, which were normed to a mean of 50 (SD=10) in the US population. Item bank properties were evaluated through Computerized Adaptive Test (CAT) simulations.
IRT requirements were fulfilled by 70 items covering activities of daily living, lower extremity, and central body functions. The original item context partly affected parameter stability. Items on upper body function, and need for aid or devices did not fit the IRT model. In simulations, a 10-item CAT eliminated floor and decreased ceiling effects, achieving a small standard error (< 2.2) across scores from 20 to 50 (reliability >0.95 for a representative US sample). This precision was not achieved over a similar range by any comparable fixed length item sets.
The methods of the PROMIS project are likely to substantially improve measures of physical function and to increase the efficiency of their administration using CAT.
启动患者报告结局测量信息系统(PROMIS)以提高精准度、减轻应答者负担并增强健康结局测量的可比性。我们使用项目反应理论(IRT)构建并评估了一个假设包含四个子领域的身体功能初步项目库。
对来自七个样本(N = 17,726)的数据进行了评估,这些数据使用了来自九份问卷的136个项目。使用广义部分计分模型估计项目参数,这些参数在美国人群中被标准化为均值50(标准差 = 10)。通过计算机自适应测试(CAT)模拟评估项目库属性。
70个涵盖日常生活活动、下肢和身体中心功能的项目满足了IRT要求。原始项目背景在一定程度上影响了参数稳定性。上肢功能以及辅助工具或设备需求方面的项目不符合IRT模型。在模拟中,一个10项的CAT消除了地板效应并降低了天花板效应,在20至50分的分数范围内实现了较小的标准误差(< 2.2)(对于具有代表性的美国样本,信度> 0.95)。任何可比的固定长度项目集在类似范围内都未达到这种精准度。
PROMIS项目的方法可能会大幅改进身体功能测量,并提高使用CAT进行管理的效率。