Ostermann Jan, Njau Bernard, Mtuy Tara, Brown Derek S, Mühlbacher Axel, Thielman Nathan
a Duke Global Health Institute, Duke University , Durham , NC , USA.
AIDS Care. 2015;27(5):595-603. doi: 10.1080/09540121.2014.998612. Epub 2015 Jan 23.
In order to maximize the effectiveness of "Seek, Test, and Treat" strategies for curbing the HIV epidemic, new approaches are needed to increase the uptake of HIV testing services, particularly among high-risk groups. Low HIV testing rates among such groups suggest that current testing services may not align well with the testing preferences of these populations. Female bar workers and male mountain porters have been identified as two important high-risk groups in the Kilimanjaro Region of Tanzania. We used conventional survey methods and a discrete choice experiment (DCE), a preference elicitation method increasingly applied by economists and policy-makers to inform health policy and services, to analyze trade-offs made by individuals and quantify preferences for HIV testing services. Bivariate descriptive statistics were used to analyze differences in survey responses across groups. Compared to 486 randomly selected community members, 162 female bar workers and 194 male Kilimanjaro porters reported 2-3 times as many lifetime sexual partners (p < 0.001), but similar numbers of lifetime HIV tests (median 1-2 across all groups). For the DCE, participants' stated choices across 12,978 hypothetical HIV testing scenarios (422 female and 299 male participants × 9 choice tasks × 2 alternatives) were analyzed using gender-specific mixed logit models. Direct assessments and the DCE data demonstrated that barworkers were less likely to prefer home testing and were more concerned about disclosure issues compared with their community counterparts. Male porters preferred testing in venues where antiretroviral therapy was readily available. Both high-risk groups were less averse to traveling longer distances to test compared to their community counterparts. These results expose systematic differences in HIV testing preferences across high-risk populations compared to their community peers. Tailoring testing options to the preferences of high-risk populations should be evaluated as a means of improving uptake of testing in these populations.
为了最大限度地提高“检测、治疗”策略在遏制艾滋病毒流行方面的有效性,需要新的方法来提高艾滋病毒检测服务的使用率,尤其是在高危人群中。这类人群中艾滋病毒检测率较低,表明目前的检测服务可能与这些人群的检测偏好不太相符。女性酒吧工作人员和男性山地搬运工被确定为坦桑尼亚乞力马扎罗地区的两个重要高危群体。我们使用传统调查方法和离散选择实验(DCE)——一种经济学家和政策制定者越来越多地用于为卫生政策和服务提供信息的偏好诱导方法,来分析个人做出的权衡,并量化对艾滋病毒检测服务的偏好。使用双变量描述性统计分析不同群体调查答复的差异。与486名随机选择的社区成员相比,162名女性酒吧工作人员和194名乞力马扎罗男性搬运工报告的终身性伴侣数量是其2至3倍(p<0.001),但终身艾滋病毒检测次数相似(所有群体中位数为1至2次)。对于DCE,使用特定性别的混合logit模型分析了参与者在12978个假设艾滋病毒检测场景(422名女性和299名男性参与者×9个选择任务×2个选项)中的既定选择。直接评估和DCE数据表明,与社区同龄人相比,酒吧工作人员不太倾向于选择居家检测,并且更担心信息披露问题。男性搬运工更喜欢在抗逆转录病毒疗法随时可用的场所进行检测。与社区同龄人相比,这两个高危群体对长途跋涉去检测的反感程度更低。这些结果揭示了高危人群与社区同龄人在艾滋病毒检测偏好方面的系统性差异。应评估根据高危人群的偏好调整检测选项,以此作为提高这些人群检测率的一种手段。