Winterthur Institute of Health Economics, Zurich University of Applied Sciences, Gertrudstrasse 15, 8401, Winterthur, Switzerland.
Department of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland.
BMC Health Serv Res. 2022 Jul 30;22(1):978. doi: 10.1186/s12913-022-08346-y.
The mechanism underlying the health care cost trajectories among asylum seekers is not well understood. In the canton of Vaud in Switzerland, a nurse-led health care and medical Network for Migrant Health ("Réseau santé et migration" RESAMI) has established a health care model focusing on the first year after arrival of asylum seekers, called the "community health phase". This model aims to provide tailored care and facilitate integration into the Swiss health care system. The aim of this study is to explore different health care cost trajectories among asylum seekers during this phase and identify the associated factors.
We detected different patterns of health care cost trajectories using time-series clustering of longitudinal data of asylum seekers in the canton of Vaud in Switzerland. These data included all adult asylum seekers and recipients of emergency aid who entered the canton between 2012 and 2015 and were followed until 2018. The different clusters of health care cost trajectories were then described using a multinomial logistic regression model.
We identified a concave, an upward trending, and a downward trending cluster of health care cost trajectories with different characteristics being associated with each cluster. The likelihood of being in the concave cluster is positively associated with coming from the Eastern Mediterranean region or Africa rather than Europe and with a higher share of consultations with an interpreter. The likelihood of being in the upward trending cluster, which accrued the highest costs, is positively associated with 20-24-year-olds rather than older individuals, coming from Europe than any other region and having a mental disorder. In contrast to the other two clusters, the likelihood of being in the downward trending cluster is positively associated with having contacted the RESAMI network within the first month after arrival, which might indicate the potential of early intervention. It is also positively associated with older age and living in a group lodge.
Asylum seekers are heterogeneous in terms of health care cost trajectories. Exploring these differences can help point to possible ways to improve the care and supporting services provided to asylum seekers. Our findings could indicate that early and patient-centered interventions might be well-suited to this aim.
寻求庇护者的医疗保健费用轨迹的机制尚不清楚。在瑞士沃州,一个由护士领导的医疗保健和移民健康网络(“移民健康网络”)已经建立了一个专注于寻求庇护者抵达后第一年的医疗保健模式,称为“社区健康阶段”。该模型旨在提供量身定制的护理,并促进融入瑞士的医疗保健系统。本研究的目的是探索该阶段寻求庇护者不同的医疗保健费用轨迹,并确定相关因素。
我们使用瑞士沃州的纵向数据时间序列聚类检测了寻求庇护者医疗保健费用轨迹的不同模式。这些数据包括 2012 年至 2015 年间进入该州的所有成年寻求庇护者和接受紧急援助的人,并一直随访至 2018 年。然后使用多项逻辑回归模型描述不同的医疗保健费用轨迹集群。
我们确定了一个凹形、上升趋势和下降趋势的医疗保健费用轨迹集群,每个集群都与不同的特征相关。处于凹形集群的可能性与来自东地中海地区或非洲而不是欧洲以及与口译员的咨询比例较高有关。处于上升趋势集群的可能性与 20-24 岁的人而不是年龄较大的人、来自欧洲而不是任何其他地区以及患有精神障碍有关,该集群的费用最高。与其他两个集群相反,处于下降趋势集群的可能性与在抵达后的第一个月内与 RESAMI 网络联系有关,这可能表明早期干预的潜力。它还与年龄较大和居住在团体宿舍有关。
寻求庇护者在医疗保健费用轨迹方面存在异质性。探索这些差异可以帮助确定改善为寻求庇护者提供的护理和支持服务的可能方法。我们的研究结果可能表明,早期和以患者为中心的干预措施可能非常适合这一目标。