von Stillfried Dominik, Ermakova Tatiana, Ng Frank, Czihal Thomas
Zentralinstitut für die kassenärztliche Versorgung, Salzufer 8, 10587, Berlin, Deutschland.
Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz. 2017 Dec;60(12):1356-1371. doi: 10.1007/s00103-017-2641-7.
The analysis of geographic variations has spurred arguments that area of residence determines access to and quality of healthcare. In this paper we argue that unwarranted geographic variations can be traced back to actions of individual patients and their healthcare providers (doctors, hospitals). These actors interact in a complicated web of shared responsibilities. Designing effective interventions to reduce unwarranted geographic variations may therefore depend on methods to identify these interactions and communities of providers with a shared accountability. In the US, Canada, and Germany, routine data have been used to identify self-organized informal or virtual networks of physicians and hospitals, so-called patient-sharing networks (PSNs). This is an emerging field of analysis. We attempt to provide a brief report on the state of work in progress. It can be shown that variation between PSNs in a given area is effectively greater than variation between regions. While this suggests that reducing unwarranted variation needs to start at the level of PSN, methods to identify PSNs still vary widely. We compare epidemiological approaches and approaches based on graph theory and social network analysis. We also present some preliminary findings of exploratory analyses based on comprehensive claims data of physician practices in Germany. Defining PSNs based on usual provider relationships helps to create distinctive patient populations while PSNs may not be mutually exclusive. Social network analysis, on the other hand, appears better equipped to differentiate between provider communities with stronger and weaker ties; it does not yield distinctive patient populations. To achieve accountability and to support change management, analytic methods to describe PSNs still need refinement. There are first projects in Germany which use PSNs as an intervention platform in order to achieve improved cooperation and reduce unwarranted variation in their care processes.
居住地区决定了获得医疗保健的机会和医疗质量。在本文中,我们认为不必要的地区差异可追溯到个体患者及其医疗服务提供者(医生、医院)的行为。这些行为主体在一个责任共担的复杂网络中相互作用。因此,设计有效的干预措施以减少不必要的地区差异可能取决于识别这些相互作用以及具有共同责任的医疗服务提供者群体的方法。在美国、加拿大和德国,常规数据已被用于识别医生和医院的自组织非正式或虚拟网络,即所谓的患者共享网络(PSN)。这是一个新兴的分析领域。我们试图简要报告一下正在进行的工作的现状。可以证明,给定区域内PSN之间的差异实际上大于不同地区之间的差异。虽然这表明减少不必要的差异需要从PSN层面入手,但识别PSN的方法仍然差异很大。我们比较了流行病学方法以及基于图论和社会网络分析的方法。我们还展示了基于德国医生执业综合索赔数据的探索性分析的一些初步结果。基于通常的医疗服务提供者关系来定义PSN有助于形成独特的患者群体,而PSN可能并非相互排斥。另一方面,社会网络分析似乎更有能力区分联系较强和较弱的医疗服务提供者群体;它不会产生独特的患者群体。为了实现问责制并支持变革管理,描述PSN的分析方法仍需完善。德国有一些首批项目将PSN用作干预平台,以实现更好的合作并减少其护理过程中不必要的差异。