Division of HIV, Infectious Diseases, and Global Medicine, Department of Medicine, Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco School of Medicine, San Francisco.
Centre for Infectious Disease Research in Zambia, Lusaka, Zambia.
JAMA Netw Open. 2022 Aug 1;5(8):e2229091. doi: 10.1001/jamanetworkopen.2022.29091.
Delayed engagement in tuberculosis (TB) services is associated with ongoing transmission and poor clinical outcomes.
To assess whether patients with TB have differential preferences for strategies to improve the public health reach of TB diagnostic services.
DESIGN, SETTING, AND PARTICIPANTS: A cross-sectional study was undertaken in which a discrete choice experiment (DCE) was administered between September 18, 2019, and January 17, 2020, to 401 adults (>18 years of age) with microbiologically confirmed TB in Lusaka, Zambia. The DCE had 7 attributes with 2 to 3 levels per attribute related to TB service enhancements. Latent class analysis was used to identify segments of participants with unique preferences. Multiscenario simulations were used to estimate shares of preferences for different TB service improvement strategies.
The main outcomes were patient preference archetypes and estimated shares of preferences for different strategies to improve TB diagnostic services. Collected data were analyzed between January 3, 2022, to July 2, 2022.
Among 326 adults with TB (median [IQR] age, 34 [27-42] years; 217 [66.8%] male; 158 [48.8%] HIV positive), 3 groups with distinct preferences for TB service improvements were identified. Group 1 (192 participants [58.9%]) preferred a facility that offered same-day TB test results, shorter wait times, and financial incentives for testing. Group 2 (83 participants [25.4%]) preferred a facility that provided same-day TB results, had greater privacy, and was closer to home. Group 3 (51 participants [15.6%]) had no strong preferences for service improvements and had negative preferences for receiving telephone-based TB test results. Groups 1 and 2 were more likely to report at least a 4-week delay in seeking health care for their current TB episode compared with group 3 (29 [51.3%] in group 1, 95 [35.8%] in group 2, and 10 [19.6%] in group 3; P < .001). Strategies to improve TB diagnostic services most preferred by all participants were same-day TB test results alone (shares of preference, 69.9%) and combined with a small financial testing incentive (shares of preference, 79.3%), shortened wait times (shares of preference, 76.1%), or greater privacy (shares of preference, 75.0%). However, the most preferred service improvement strategies differed substantially by group.
In this study, patients with TB had heterogenous preferences for TB diagnostic service improvements associated with differential health care-seeking behavior. Tailored strategies that incorporate features most valued by persons with undiagnosed TB, including same-day results, financial incentives, and greater privacy, may optimize reach by overcoming key barriers to timely TB care engagement.
结核病(TB)服务的延迟参与与持续传播和不良临床结局有关。
评估结核病患者是否对改善结核病诊断服务公共卫生覆盖面的策略有不同的偏好。
设计、地点和参与者:横断面研究于 2019 年 9 月 18 日至 2020 年 1 月 17 日在赞比亚卢萨卡对 401 名经微生物学证实的结核病成人(>18 岁)进行了一项离散选择实验(DCE)。DCE 有 7 个属性,每个属性有 2 到 3 个级别,与 TB 服务增强相关。潜在类别分析用于识别具有独特偏好的参与者群体。多情景模拟用于估计不同 TB 服务改进策略的偏好份额。
主要结果是患者偏好原型和估计不同策略改善 TB 诊断服务的偏好份额。收集的数据于 2022 年 1 月 3 日至 7 月 2 日进行分析。
在 326 名患有结核病的成年人中(中位数[IQR]年龄,34[27-42]岁;217[66.8%]男性;158[48.8%]HIV 阳性),确定了 3 个具有不同 TB 服务改进偏好的群体。第 1 组(192 名参与者[58.9%])更喜欢提供当日 TB 检测结果、等待时间更短和检测激励的医疗机构。第 2 组(83 名参与者[25.4%])更喜欢提供当日 TB 结果、隐私性更高且离家较近的医疗机构。第 3 组(51 名参与者[15.6%])对服务改进没有强烈的偏好,并且对基于电话的 TB 检测结果持负面偏好。与第 3 组相比,第 1 组和第 2 组更有可能报告至少延迟 4 周寻求当前 TB 发作的医疗保健(第 1 组 29[51.3%],第 2 组 95[35.8%],第 3 组 10[19.6%];P<0.001)。所有参与者最偏好的改善 TB 诊断服务的策略是单独提供当日 TB 检测结果(偏好份额为 69.9%)和与小额检测激励相结合(偏好份额为 79.3%)、缩短等待时间(偏好份额为 76.1%)或增加隐私性(偏好份额为 75.0%)。然而,最受青睐的服务改进策略因组而异。
在这项研究中,结核病患者对改善结核病诊断服务有不同的偏好,这与不同的医疗保健寻求行为有关。量身定制的策略可以结合未经诊断的结核病患者最看重的特征,包括当日结果、财务激励和更大的隐私性,可能通过克服及时参与结核病护理的关键障碍来优化服务范围。