Health Outcomes and Economic Evaluation Research Group, Stockholm Centre for Healthcare Ethics, Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, Tomtebodavägen 18a, 171 77, Stockholm, Sweden.
Equity and Health Policy Research Group, Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden.
Pharmacoeconomics. 2020 Aug;38(8):839-856. doi: 10.1007/s40273-020-00905-7.
Although value sets for the five-level version of the generic health-related quality-of-life instrument EQ-5D are emerging, there is still no value set available in the literature based on time trade-off valuations made by individuals experiencing the valued health states. The aim of this study was to estimate experience-based value sets for the EQ-5D-5L for Sweden using time trade-off and visual analogue scale valuation methods.
In a large, cross-sectional, population-based, self-administered postal health survey, the EQ-5D-5L descriptive system, EQ visual analogue scale and a time trade-off question were included. Time trade-off and visual analogue scale valuations of the respondent's current health status were used in statistical modelling to estimate a single-index value of health for each of the 3125 health states. Ordinary least-squares and generalised linear models were estimated with the main effect within each of the five dimensions represented by 20 dummy variables reflecting the additional decrement in value for levels 2-5 when the severity increases by one level sequentially beginning from having no problem. Interaction variables representing the occurrence of severity levels in at least one of the dimensions were tested: severity level 2 or worse (N2); severity level 3 or worse (N3); severity level 4 or worse (N4); severity level 5 (N5).
A total of 896 health states (28.7% of the 3125 possible EQ-5D-5L health states) were reported by the 25,867 respondents. Visual analogue scale (n = 23,899) and time trade-off (n = 13,381) responders reported valuations of their currently experienced health state. The preferred regression models used ordinary least-squares estimation for both time trade-off and visual analogue scale values and showed consistency in all coefficients after combining certain levels. Levels 4 and 5 for the dimensions of mobility, self-care and usual activities were combined in the time trade-off model. Including the interaction variable N5, indicating severity level 5 in at least one of the five dimensions, made it possible to distinguish between the two worst severity levels where no other dimension is at level 5 as this coefficient is applied only once. In the visual analogue scale regression model, levels 4 and 5 of the mobility dimension were combined. The interaction variables N2-N4 were included, indicating that each of these terms reflect a statistically significant decrement in visual analogue scale value if any of the dimensions is at severity level 2, 3 or 4, respectively.
Time trade-off and visual analogue scale value sets for the EQ-5D-5L are now available for Sweden. The time trade-off value set is the first such value set based on experience-based time trade-off valuation. For decision makers with a preference for experience-based valuations of health states from a representative population-based sample, the reported value sets may be considered fit for purpose to support resource allocation decision as well as evaluating population health and healthcare performance.
虽然通用健康相关生活质量量表 EQ-5D 的五维版本的价值体系正在出现,但基于经历所重视健康状况的个体进行时间权衡估值的文献中仍然没有价值体系。本研究的目的是使用时间权衡和视觉模拟量表估值方法,为瑞典的 EQ-5D-5L 估计基于经验的价值体系。
在一项大型的、跨部门的、基于人群的、自我管理的邮政健康调查中,纳入了 EQ-5D-5L 描述系统、EQ 视觉模拟量表和时间权衡问题。时间权衡和视觉模拟量表对受访者当前健康状况的估值被用于统计建模,以估计每个 3125 种健康状况的单一健康指数值。使用普通最小二乘法和广义线性模型,在每个维度的主效应内进行估计,每个维度由 20 个虚拟变量表示,反映了从没有问题开始,严重程度依次增加一个级别时,价值的额外减少。测试了代表至少一个维度发生严重程度级别的交互变量:严重程度 2 级或更差(N2);严重程度 3 级或更差(N3);严重程度 4 级或更差(N4);严重程度 5 级(N5)。
25867 名受访者报告了 896 个健康状况(3125 个可能的 EQ-5D-5L 健康状况中的 28.7%)。23899 名视觉模拟量表(n=23899)和 13381 名时间权衡(n=13381)应答者报告了他们当前经历的健康状况的估值。首选的回归模型使用普通最小二乘法对时间权衡和视觉模拟量表的值进行了估计,并且在组合某些级别后,所有系数都是一致的。在时间权衡模型中,行动能力、自我护理和日常活动维度的 4 级和 5 级被合并。包括表示至少一个维度 5 级严重程度的交互变量 N5,使得能够区分两个最严重的严重程度,因为没有其他维度达到 5 级,因此这个系数仅应用一次。在视觉模拟量表回归模型中,行动能力维度的 4 级和 5 级被合并。包括交互变量 N2-N4,这表明如果任何一个维度的严重程度为 2、3 或 4,则这些术语都分别反映了视觉模拟量表值的统计学显著减少。
现在有了瑞典的 EQ-5D-5L 的时间权衡和视觉模拟量表价值体系。时间权衡价值体系是第一个基于经验的时间权衡估值的价值体系。对于偏好来自代表性人群样本的健康状况基于经验的评估的决策者,所报告的价值体系可被视为符合目的,以支持资源分配决策,以及评估人口健康和医疗保健绩效。