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在汇总资源开放获取肌萎缩侧索硬化症临床试验数据库中对修订版肌萎缩侧索硬化症功能评定量表进行项目反应理论分析。

Item response theory analysis of the Amyotrophic Lateral Sclerosis Functional Rating Scale-Revised in the Pooled Resource Open-Access ALS Clinical Trials Database.

作者信息

Bacci Elizabeth D, Staniewska Dorota, Coyne Karin S, Boyer Stacey, White Leigh Ann, Zach Neta, Cedarbaum Jesse M

机构信息

a Evidera , Bethesda , Maryland.

b Biogen , Cambridge , Massachusetts.

出版信息

Amyotroph Lateral Scler Frontotemporal Degener. 2016;17(3-4):157-67. doi: 10.3109/21678421.2015.1095930. Epub 2015 Oct 16.

DOI:10.3109/21678421.2015.1095930
PMID:26473473
Abstract

Our objective was to examine dimensionality and item-level performance of the Amyotrophic Lateral Sclerosis Functional Rating Scale-Revised (ALSFRS-R) across time using classical and modern test theory approaches. Confirmatory factor analysis (CFA) and Item Response Theory (IRT) analyses were conducted using data from patients with amyotrophic lateral sclerosis (ALS) Pooled Resources Open-Access ALS Clinical Trials (PRO-ACT) database with complete ALSFRS-R data (n = 888) at three time-points (Time 0, Time 1 (6-months), Time 2 (1-year)). Results demonstrated that in this population of 888 patients, mean age was 54.6 years, 64.4% were male, and 93.7% were Caucasian. The CFA supported a 4* individual-domain structure (bulbar, gross motor, fine motor, and respiratory domains). IRT analysis within each domain revealed misfitting items and overlapping item response category thresholds at all time-points, particularly in the gross motor and respiratory domain items. Results indicate that many of the items of the ALSFRS-R may sub-optimally distinguish among varying levels of disability assessed by each domain, particularly in patients with less severe disability. Measure performance improved across time as patient disability severity increased. In conclusion, modifications to select ALSFRS-R items may improve the instrument's specificity to disability level and sensitivity to treatment effects.

摘要

我们的目标是使用经典和现代测试理论方法,研究修订版肌萎缩侧索硬化功能评定量表(ALSFRS-R)随时间变化的维度和项目水平表现。使用来自肌萎缩侧索硬化症(ALS)患者的汇总资源开放获取ALS临床试验(PRO-ACT)数据库的数据,在三个时间点(时间0、时间1(6个月)、时间2(1年))进行验证性因素分析(CFA)和项目反应理论(IRT)分析,这些数据包含完整的ALSFRS-R数据(n = 888)。结果表明,在这888名患者群体中,平均年龄为54.6岁,64.4%为男性,93.7%为白种人。CFA支持一种4*个体领域结构(延髓、粗大运动、精细运动和呼吸领域)。每个领域内的IRT分析显示,在所有时间点都存在拟合不佳的项目和重叠的项目反应类别阈值,特别是在粗大运动和呼吸领域的项目中。结果表明,ALSFRS-R的许多项目在区分每个领域评估的不同残疾水平时可能效果欠佳,尤其是在残疾程度较轻的患者中。随着患者残疾严重程度的增加,测量性能随时间有所改善。总之,对选定的ALSFRS-R项目进行修改可能会提高该工具对残疾水平的特异性和对治疗效果的敏感性。

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