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使用 PROMIS 概况比较计算机自适应测验 (CATs) 和简短形式在准确性和施测项目数量方面的差异。

A comparison of computer adaptive tests (CATs) and short forms in terms of accuracy and number of items administrated using PROMIS profile.

机构信息

SK Data, Chicago, USA.

Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, USA.

出版信息

Qual Life Res. 2020 Jan;29(1):213-221. doi: 10.1007/s11136-019-02312-8. Epub 2019 Oct 8.

Abstract

PURPOSE

In the Patient-Reported Outcomes Measurement Information System (PROMIS), seven domains (Physical Function, Anxiety, Depression, Fatigue, Sleep Disturbance, Social Function, and Pain Interference) are packaged together as profiles. Each of these domains can also be assessed using computer adaptive tests (CATs) or short forms (SFs) of varying length (e.g., 4, 6, and 8 items). We compared the accuracy and number of items administrated of CAT versus each SF.

METHODS

PROMIS instruments are scored using item response theory (IRT) with graded response model and reported as T scores (mean = 50, SD = 10). We simulated 10,000 subjects from the normal distribution with mean 60 for symptom scales and 40 for function scales, and standard deviation 10 in each domain. We considered a subject's score to be accurate when the standard error (SE) was less than 3.0. We recorded range of accurate scores (accurate range) and the number of items administrated.

RESULTS

The average number of items administrated in CAT was 4.7 across all domains. The accurate range was wider for CAT compared to all SFs in each domain. CAT was notably better at extending the accurate range into very poor health for Fatigue, Physical Function, and Pain Interference. Most SFs provided reasonably wide accurate range.

CONCLUSIONS

Relative to SFs, CATs provided the widest accurate range, with slightly more items than SF4 and less than SF6 and SF8. Most SFs, especially longer ones, provided reasonably wide accurate range.

摘要

目的

在患者报告结局测量信息系统(PROMIS)中,七个领域(身体功能、焦虑、抑郁、疲劳、睡眠障碍、社会功能和疼痛干扰)被包装成一个整体。每个领域也可以使用计算机自适应测试(CAT)或不同长度的简短形式(SF)进行评估(例如,4、6 和 8 个项目)。我们比较了 CAT 与每种 SF 的准确性和管理项目数量。

方法

PROMIS 工具使用项目反应理论(IRT)进行评分,采用分级响应模型,并报告为 T 分数(平均值=50,标准差=10)。我们从正态分布模拟了 10000 名具有 60 个症状量表和 40 个功能量表均值、每个域标准差为 10 的受试者。当标准误差(SE)小于 3.0 时,我们认为受试者的分数是准确的。我们记录了准确分数的范围(准确范围)和管理的项目数量。

结果

在所有领域,CAT 管理的平均项目数量为 4.7。与每个领域的所有 SF 相比,CAT 的准确范围更宽。CAT 在扩展疲劳、身体功能和疼痛干扰的非常差的健康的准确范围方面表现出色。大多数 SF 提供了相当宽的准确范围。

结论

与 SF 相比,CAT 提供了最宽的准确范围,比 SF4 略多,比 SF6 和 SF8 略少。大多数 SF,尤其是较长的 SF,提供了相当宽的准确范围。

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