Suppr超能文献

将华盛顿大学生活质量问卷映射到头颈癌患者的EQ-5D和HUI-3指数上。

Mapping the University of Washington Quality of life questionnaire onto EQ-5D and HUI-3 indices in patients with head and neck cancer.

作者信息

Stephens Robert F, Noel Christopher W, Su Jie Susie, Xu Wei, Krahn Murray, Monteiro Eric, Goldstein David P, Giuliani Meredith, Hansen Aaron R, de Almeida John R

机构信息

Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada.

Department of Otolaryngology-Head and Neck Surgery, Princess Margaret Cancer Centre-University Health Network, University of Toronto, Toronto, Ontario, Canada.

出版信息

Head Neck. 2020 Mar;42(3):513-521. doi: 10.1002/hed.26031. Epub 2019 Nov 24.

Abstract

BACKGROUND

There is no mechanism to predict health utility (HU) values from the University of Washington Quality of Life Questionnaire (UWQoL) scores. We sought to develop a mapping algorithm capable of using UWQoL data to approximate HU scores.

METHODS

Outpatients with head and neck cancer completed the UWQoL, EQ-5D, and the Health Utilities Index-Mark 3 (HUI-3). Results of the UWQoL were mapped onto both EQ-5D and HUI-3 scores using ordinary least-squares regression models. Two-part models were explored. The predictive power of the model was assessed using 10-fold cross-validation.

RESULTS

A total of 209 patients were recruited. The reduced model converting UWQoL data into EQ-5D scores performed best (adjusted R = 0.628, root mean square error = 0.076). Both models demonstrated construct validity by discriminating between clinical indices of disease severity.

CONCLUSIONS

The abovementioned algorithms enable researchers to perform health economic evaluations with existing UWQoL data in cases where prospectively collected HU values are not available.

摘要

背景

目前尚无机制可根据华盛顿大学生活质量问卷(UWQoL)得分预测健康效用(HU)值。我们试图开发一种映射算法,能够利用UWQoL数据来估算HU得分。

方法

头颈癌门诊患者完成了UWQoL、EQ-5D和健康效用指数-第3版(HUI-3)测评。使用普通最小二乘回归模型将UWQoL结果映射到EQ-5D和HUI-3得分上。对两部分模型进行了探索。使用10倍交叉验证评估模型的预测能力。

结果

共招募了209名患者。将UWQoL数据转换为EQ-5D得分的简化模型表现最佳(调整后R = 0.628,均方根误差 = 0.076)。两个模型通过区分疾病严重程度的临床指标均显示出结构效度。

结论

上述算法使研究人员能够在无法前瞻性收集HU值的情况下,利用现有的UWQoL数据进行健康经济评估。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验