Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.
Qual Life Res. 2010 Feb;19(1):125-36. doi: 10.1007/s11136-009-9560-5. Epub 2009 Nov 26.
Short-form patient-reported outcome measures are popular because they minimize patient burden. We assessed the efficiency of static short forms and computer adaptive testing (CAT) using data from the Patient-Reported Outcomes Measurement Information System (PROMIS) project.
We evaluated the 28-item PROMIS depressive symptoms bank. We used post hoc simulations based on the PROMIS calibration sample to compare several short-form selection strategies and the PROMIS CAT to the total item bank score.
Compared with full-bank scores, all short forms and CAT produced highly correlated scores, but CAT outperformed each static short form in almost all criteria. However, short-form selection strategies performed only marginally worse than CAT. The performance gap observed in static forms was reduced by using a two-stage branching test format.
Using several polytomous items in a calibrated unidimensional bank to measure depressive symptoms yielded a CAT that provided marginally superior efficiency compared to static short forms. The efficiency of a two-stage semi-adaptive testing strategy was so close to CAT that it warrants further consideration and study.
短式患者报告结局测量工具因其能最大程度减少患者负担而受到欢迎。我们利用来自患者报告结局测量信息系统(PROMIS)项目的数据评估了静态短式和计算机自适应测试(CAT)的效率。
我们评估了 28 项 PROMIS 抑郁症状量表。我们基于 PROMIS 校准样本进行了事后模拟,以比较几种短式选择策略以及 PROMIS CAT 与总项目库得分。
与全库得分相比,所有短式和 CAT 都产生了高度相关的得分,但 CAT 在几乎所有标准上均优于每个静态短式。然而,短式选择策略的表现仅略逊于 CAT。通过使用两阶段分支测试格式,静态形式中观察到的性能差距有所缩小。
使用校准的一维库中的多个多项条目来衡量抑郁症状,生成的 CAT 与静态短式相比,效率略有提高。两阶段半自适应测试策略的效率与 CAT 非常接近,值得进一步考虑和研究。