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基于项目反应理论的计算机自适应测验在识别功能下降方面的性能。

Performance of an item response theory-based computer adaptive test in identifying functional decline.

机构信息

Department of Physical Medicine and Rehabilitation, Mayo Clinic, 200 First Street SW, Rochester, MN 55905, USA.

出版信息

Arch Phys Med Rehabil. 2012 Jul;93(7):1153-60. doi: 10.1016/j.apmr.2012.02.008. Epub 2012 Feb 25.

Abstract

OBJECTIVE

To achieve a low respondent burden and increase the responsiveness of functional measurement by using an item response theory-based computer adaptive test (CAT), the Activity Measure for Post-Acute Care (AM-PAC) CAT.

DESIGN

Two-year prospective cohort study.

SETTING

Telephonic assessments from a quaternary medical center.

PARTICIPANTS

Patients (N=311) with late-stage lung cancer (LC).

INTERVENTIONS

Monthly assessments for up to 2 years. Disease progression was determined via record abstraction. Anchor-based responsiveness techniques were used to compare AM-PAC-CAT score changes between global rating of change (GRC) question response levels, as well as between intervals when adverse clinical events or symptom worsening did and did not occur. Distribution-based responsiveness assessments included calculation of the standardized effect size (SES) and standardized response mean (SRM).

MAIN OUTCOME MEASURES

AM-PAC-CAT, symptom numerical rating scales, and a GRC.

RESULTS

Administration time averaged 112 seconds over 2543 interviews. AM-PAC-CAT score changes became more positive as GRC responses reflected more improved states: a lot worse (-11.62), a little worse (-1.92), the same (-.10), a little better (1.01), and a lot better (2.82). Score changes were negative when associated with adverse clinical events. The SES and SRM for score differences between 1 to 2 and 9 to 10 months prior to death were -.87 and -1.13, respectively. The minimally important difference estimate was defined by the mean CAT session SE at 2.0.

CONCLUSIONS

The AM-PAC-CAT imposes a low, <2-minute, respondent burden, and distribution- and anchor-based methods suggest that is moderately responsive in patients with late-stage LC.

摘要

目的

通过使用基于项目反应理论的计算机自适应测试(CAT),即活动测量后急性护理(AM-PAC)CAT,实现低应答者负担并提高功能测量的反应性。

设计

为期两年的前瞻性队列研究。

设置

来自一家四级医疗中心的电话评估。

参与者

患有晚期肺癌(LC)的患者(N=311)。

干预措施

长达 2 年的每月评估。通过记录摘要确定疾病进展。使用基于锚的反应性技术,比较 AM-PAC-CAT 评分变化在整体变化评分(GRC)问题反应水平之间,以及在不良临床事件或症状恶化发生和不发生的区间之间。基于分布的反应性评估包括计算标准化效应大小(SES)和标准化反应均值(SRM)。

主要观察指标

AM-PAC-CAT、症状数字评分量表和 GRC。

结果

在 2543 次访谈中,管理时间平均为 112 秒。随着 GRC 反应反映出更多的改善状态,AM-PAC-CAT 评分变化变得更加积极:差很多(-11.62)、差一点(-1.92)、相同(-.10)、好一点(1.01)和好很多(2.82)。与不良临床事件相关时,评分变化为负值。在死亡前 1 至 2 个月和 9 至 10 个月之间的评分差异的 SES 和 SRM 分别为-.87 和-1.13。最小重要差异估计值由 2.0 的 CAT 会话 SE 平均值定义。

结论

AM-PAC-CAT 的应答者负担低,<2 分钟,且基于分布和基于锚的方法表明,在晚期 LC 患者中具有中等反应性。

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