将勒克斯功能指数映射到膝关节骨关节炎患者的 EQ-5D-5L 实用性指数中。

IF 4.9 2区 医学 Q1 ECONOMICS
Nadia Dardenne, Anne-Françoise Donneau, Olivier Bruyère
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引用次数: 0

摘要

研究目的本研究旨在将膝关节骨性关节炎(OA)患者的勒克恩指数映射到欧洲质量标准 5 维(EQ-5D-5L)效用指数上:方法:利用之前一项随机对照试验的基线数据。461名患者参与了绘图开发,230名患者参与了验证阶段。采用了多种建模技术,包括一般线性模型、Tobit 和贝塔回归。年龄、性别和体重指数等因素被视为协变量。模型的选择基于 Akaike 和 Bayesian 信息标准、调整后 R2、平均绝对误差 (MAE) 和均方根误差 (RMSE) 等标准。验证包括使用 MAE、RMSE 和类内相关系数 (ICC) 评估预选模型。这项研究遵循了基于偏好的测量报告标准(MAPS)声明:共建立了五个模型,其中两个模型结合了年龄、性别和/或体重指数以及勒克森指数,显示出最佳的回归拟合效果。三种回归的验证结果相似,Beta 回归模型的范围更接近验证数据集。Beta 回归模型的 ICC 值更高。两种模型都倾向于对较低的 EQ-5D-5L 值预测过高,而对较好的健康状况预测过低:这些映射函数是同类模型中的首个,可有效地将膝关节 OA 患者的勒克斯恩指数转换为 EQ-5D-5L 值。它们显示出令人满意的拟合度和精确度,为临床医生和研究人员提供了有价值的工具,尤其是在成本效益研究中无法使用基于一般偏好的健康相关生活质量工具进行效用推导的情况下。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mapping the Lequesne Functional Index Into the EQ-5D-5L Utility Index in Patients With Knee Osteoarthritis.

Objective: This study aimed to map the Lequesne index onto the EuroQol 5 Dimension (EQ-5D-5L) utility index for patients with knee osteoarthritis.

Methods: Baseline data from a previous randomized controlled trial were used; 461 patients were involved in the mapping development, and 230 in the validation phase. Various modeling techniques, including generalized linear models, tobit, and beta regression, were used. Factors such as age, sex, and body mass index were considered as covariates. Model selection was based on criteria such as Akaike and Bayesian information criteria, adjusted R2, mean absolute error, and root mean squared error. Validation involved assessing the preselected models using mean absolute error, root mean squared error, and intraclass correlation coefficient. This study follows the Mapping Onto Preference-Based Measures Reporting Standards statement.

Results: Five models were developed, with 2 incorporating age, sex, with or without body mass index along with the Lequesne index showing the best fit across regressions. Validation results were similar for the 3 regressions, with beta regression models exhibiting wider ranges closer to the validation data set. Intraclass correlation coefficient values were better for beta regression models. Both models tended to overpredict for lower EQ-5D-5L values and underpredict for better health status.

Conclusion: These mapping functions, the first of their kind, effectively translate the Lequesne index to EQ-5D-5L values in patients with knee osteoarthritis. They demonstrate satisfactory fit and precision, providing valuable tools for clinicians and researchers, particularly in situations where generic preference-based health-related quality of life instruments are inaccessible for utility derivation in cost-effectiveness studies.

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来源期刊
Value in Health
Value in Health 医学-卫生保健
CiteScore
6.90
自引率
6.70%
发文量
3064
审稿时长
3-8 weeks
期刊介绍: Value in Health contains original research articles for pharmacoeconomics, health economics, and outcomes research (clinical, economic, and patient-reported outcomes/preference-based research), as well as conceptual and health policy articles that provide valuable information for health care decision-makers as well as the research community. As the official journal of ISPOR, Value in Health provides a forum for researchers, as well as health care decision-makers to translate outcomes research into health care decisions.
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