Addo Rebecca, Mulhern Brendan, Norman Richard, Owusu Richmond, Viney Rosalie, Nonvignon Justice
Centre for Health Economics Research and Evaluation, Faculty of Health, University of Technology Sydney, Sydney, NSW, Australia. Electronic address: Rebecca.Addo@.uts.edu.au.
Centre for Health Economics Research and Evaluation, Faculty of Health, University of Technology Sydney, Sydney, NSW, Australia.
Value Health Reg Issues. 2025 Jan;45:101045. doi: 10.1016/j.vhri.2024.101045. Epub 2024 Sep 4.
Ghana's economic evaluation reference case recommends quality-adjusted life-years as an outcome measure for the conduct of cost-utility analysis. There is no Ghanaian value set available to be used in estimating quality-adjusted life-years. This study aimed to develop a value set for Ghana using the EQ-5D-5L instrument.
Face-to-face preference data were collected from 300 adults across 3 regions of Ghana using the adapted version of the EuroQol valuation technology (EQ-VT) standardized valuation protocol; with composite time-trade-off (cTTO) and discrete-choice experiments (DCEs) elicitation techniques. The cTTO and DCE data were modeled individually or together to provide complementary results on respondents' utility preferences. Models explored were generalized least squares, Tobit, heteroskedastic, logit, and hybrid. The best-fitting model for the value set was selected based on its logical consistency, accounting for left-censored and heteroscedasticity data, and the statistical significance of parameters.
The 300 interviews provided 4500 cTTO responses and 4200 DCE responses. The preferred model chosen for the Ghana value set was the Hybrid Tobit random effect heteroscedastic-constrained model. The predicted value for the worst attainable health state (55555) was -0.493 and the best health state (11112) was 0.969. The largest decrement was registered for level 5 mobility (0.369) followed by pain/discomfort (0.312), self-care (0.273), anxiety/depression (0.271), and usual activities (0.268).
This is the first Ghanaian EQ-5D-5L value set based on social preference derived from a nationally representative sample. The value set will play a key role in the use of economic evaluation studies to inform priority setting in Ghana where different health technologies can be compared.
加纳的经济评估参考案例建议将质量调整生命年作为进行成本效用分析的结果指标。目前尚无加纳的价值集可用于估计质量调整生命年。本研究旨在使用EQ-5D-5L工具开发一套加纳的价值集。
采用欧洲生活质量评估技术(EQ-VT)标准化评估协议的改编版本,通过复合时间权衡法(cTTO)和离散选择实验(DCE)诱导技术,从加纳3个地区的300名成年人中收集面对面的偏好数据。cTTO和DCE数据分别或一起建模,以提供关于受访者效用偏好的补充结果。所探索的模型包括广义最小二乘法、托比特模型、异方差模型、逻辑回归模型和混合模型。基于其逻辑一致性、对左删失和异方差数据的考虑以及参数的统计显著性,选择最适合价值集的模型。
300次访谈提供了4500个cTTO回答和4200个DCE回答。为加纳价值集选择的首选模型是混合托比特随机效应异方差约束模型。最差可达到健康状态(55555)的预测值为-0.493,最佳健康状态(11112)的预测值为0.969。最大降幅出现在活动能力5级(0.369),其次是疼痛/不适(0.312)、自我护理(0.273)、焦虑/抑郁(0.271)和日常活动(0.268)。
这是首个基于全国代表性样本得出的社会偏好的加纳EQ-5D-5L价值集。该价值集将在利用经济评估研究为加纳的优先事项设定提供信息方面发挥关键作用,在加纳可以比较不同的卫生技术。