Tierney Aaron A, Brown Timothy T, Aguilera Adrian, Shortell Stephen M, Rodriguez Hector P
School of Public Health, University of California, Berkeley, Berkeley, California, USA.
School of Social Welfare, University of California, Berkeley, Berkeley, California, USA.
Telemed J E Health. 2024 Mar;30(3):692-704. doi: 10.1089/tmj.2023.0254. Epub 2023 Oct 16.
Background:Telemedicine has been differentially utilized by different demographic groups during COVID-19, exacerbating inequities in health care. We conducted conjoint and latent class analyses to understand factors that shape patient preferences for hypertension management telemedicine appointments.
Methods:We surveyed 320 adults, oversampling participants from households that earned <$50K per year (77.2%) and speak a language other than English at home (68.8%). We asked them to choose among 2 hypothetical appointments through 12 conjoint tasks measuring 6 attributes. Individual utilities for attributes were constructed using logit estimation, and latent classes were identified and compared by demographic and clinical characteristics.
Results:Respondents preferred in-person visits (0.353, standard error [SE] = 0.039) and video appointments conducted through a secure patient portal (0.002, SE = 0.040). Respondents also preferred seeing a clinician with whom they have an established relationship (0.168, SE = 0.021). We found four latent classes: "in-person" (26.5% of participants) who strongly weighted in-person appointments, "cost conscious" (8.1%) who prioritized the lowest copay ($0 to $10), "expedited" (19.7%) who prioritized getting the earliest appointment possible (same/next day or at least within the next week), and "comprehensive" (45.6%) who had preferences for in-person care and telemedicine appointments through a secure portal, low copayments, and the ability to see a familiar clinician.
Conclusions:Appointment preferences for hypertension management can be segmented into four groups that prioritize (1) in-person care, (2) low copayments, (3) expedited care, and (4) balanced preferences for in-person and telemedicine appointments. Evidence is needed to clarify whether aligning appointment offerings with patients' preferences can improve care quality, equity, and efficiency.
在新冠疫情期间,不同人口群体对远程医疗的使用情况存在差异,加剧了医疗保健方面的不平等。我们进行了联合分析和潜在类别分析,以了解影响患者对高血压管理远程医疗预约偏好的因素。
我们对320名成年人进行了调查,对年收入低于5万美元的家庭(77.2%)以及在家中说英语以外语言的参与者(68.8%)进行了过度抽样。我们要求他们通过12项联合任务在2种假设的预约中进行选择,这些任务测量了6个属性。使用逻辑估计构建属性的个体效用,并按人口统计学和临床特征识别和比较潜在类别。
受访者更喜欢面对面就诊(0.353,标准误差[SE]=0.039)以及通过安全的患者门户进行视频预约(0.002,SE=0.040)。受访者还更喜欢看与他们有既定关系的临床医生(0.168,SE=0.021)。我们发现了四个潜在类别:“面对面”(26.5%的参与者),他们强烈倾向于面对面预约;“注重成本”(8.1%),他们优先选择最低自付费用(0美元至10美元);“快速就诊”(19.7%),他们优先选择尽早预约(当天/次日或至少在下周内);以及“全面型”(45.6%),他们对面对面护理和通过安全门户进行的远程医疗预约、低自付费用以及看熟悉的临床医生有偏好。
高血压管理的预约偏好可分为四组,分别优先考虑(1)面对面护理,(2)低自付费用,(3)快速护理,以及(4)对面对面和远程医疗预约的平衡偏好。需要证据来阐明使预约服务与患者偏好保持一致是否能提高护理质量、公平性和效率。