Malik Madeeha, Gu Ning Yan, Hussain Azhar, Roudijk Bram, Purba Fredrick Dermawan
Cyntax Health Projects, Contract Research Organization (CRO) and Corporate Firm, Islamabad, Pakistan.
School of Nursing and Health Professions, University of San Francisco, San Francisco, CA, USA.
Pharmacoecon Open. 2023 Nov;7(6):963-974. doi: 10.1007/s41669-023-00437-8. Epub 2023 Sep 13.
To utilize EQ-5D in economic evaluations, a societal-based value set is needed. To date, no value sets exist for any EQ-5D instrument in Pakistan. Previous EQ-5D studies conducted in Pakistan 'borrowed' health preferences developed in other countries. However, for a value set to be valid for Pakistani population, it should represent the preferences of the Pakistani population, and culture and living standards of Pakistan.
The aim of this study was to derive a Pakistani EQ-5D-3L value set.
A moderately representative sample aged 18 years and over was recruited from the Pakistani general population. A multi-stage stratified quota method with respect to ethnicity, gender, age and religion was utilized. Two elicitation techniques, the composite time trade-off (cTTO) and discrete choice experiments (DCE) were applied. Interviews were undertaken by trained interviewers using computer-assisted face-to-face interviews with the EuroQol Portable Valuation Technology (EQ-PVT) platform. To estimate the value set, a hybrid regression model combining cTTO and DCE data was used.
A total of 289 respondents who completed the interviews were included for the analysis. The hybrid model correcting for heteroskedasticity without a constant was selected as the final model for the value set. It is shown that being unable to do usual activities (level 3) was assigned the largest weight, followed by mobility level 3, self-care level 3, pain/discomfort level 3 and anxiety/depression level 3. The worst health state was assigned the value - 0.171 in the final model.
A Pakistani country-specific EQ-5D-3L value set is now available. The availability of this value set may help promote and facilitate health economic evaluations and health-related quality-of-life (HRQoL) research in Pakistan.
为了在经济评估中使用EQ-5D,需要一个基于社会的价值集。迄今为止,巴基斯坦尚未有针对任何EQ-5D工具的价值集。此前在巴基斯坦进行的EQ-5D研究“借用”了其他国家制定的健康偏好。然而,一个有效的价值集应该代表巴基斯坦人口的偏好以及巴基斯坦的文化和生活水平。
本研究旨在得出巴基斯坦EQ-5D-3L价值集。
从巴基斯坦普通人群中招募了年龄在18岁及以上的具有适度代表性的样本。采用了关于种族、性别、年龄和宗教的多阶段分层配额方法。应用了两种诱导技术,即综合时间权衡法(cTTO)和离散选择实验(DCE)。由经过培训的访谈员使用计算机辅助面对面访谈以及欧洲五维度健康量表便携式评估技术(EQ-PVT)平台进行访谈。为了估计价值集,使用了结合cTTO和DCE数据的混合回归模型。
共有289名完成访谈的受访者被纳入分析。选择了校正异方差且无常数项的混合模型作为价值集的最终模型。结果显示,无法进行日常活动(3级)被赋予最大权重,其次是行动能力3级、自我照顾3级、疼痛/不适3级和焦虑/抑郁级。在最终模型中,最差健康状态被赋予的值为-0.171。
现在已有针对巴基斯坦的特定国家EQ-5D-3L价值集可用。该价值集的可得性可能有助于促进和推动巴基斯坦的健康经济评估以及与健康相关的生活质量(HRQoL)研究。