Bohnett Eve, Vacca Raffaele, Hu Yujie, Hulse David, Varda Danielle
Department of Landscape Architecture, University of Florida, Gainesville, USA.
Florida Institute for Built Environment Resilience, University of Florida, Gainesville, USA.
Soc Networks. 2022 Oct;71:87-95. doi: 10.1016/j.socnet.2022.07.004. Epub 2022 Jul 28.
Interorganizational coalitions or collaboratives in healthcare are essential to address the health challenges of local communities, particularly during crises such as the Covid-19 pandemic. However, few studies use large-scale data to systematically assess the network structure of these collaboratives and understand their potential to be resilient or fragment in the face of structural changes. This paper analyzes data collected in 2009-2017 about 817 organizations (nodes) in 42 healthcare collaboratives (networks) throughout Florida, the third-largest U.S. state by population, including information about interorganizational ties and organizations' resource contributions to their coalitions. Social network methods are used to characterize the resilience of these collaboratives, including identification of key players through various centrality metrics, analyses of fragmentation centrality and core/periphery structure, and Exponential Random Graph Models to examine how resource contributions facilitate interorganizational ties. Results show that the most significant resource contributions are made by key players identified through fragmentation centrality and by members of the network core. Departure or removal of these organizations would both strongly disrupt network structure and sever essential resource contributions, undermining the overall resilience of a collaborative. Furthermore, one-third of collaboratives are highly susceptible to disruption if any fragmentation-central organization is removed. More fragmented networks are also associated with poorer health-system outcomes in domains such as education, health policy, and services. ERGMs reveal that two types of resource contributions - community connections and in-kind resource sharing - are especially important to facilitate the formation of interorganizational ties in these coalitions.
医疗保健领域的组织间联盟或合作对于应对当地社区的健康挑战至关重要,尤其是在新冠疫情等危机期间。然而,很少有研究使用大规模数据来系统评估这些合作组织的网络结构,以及了解它们在面对结构变化时保持韧性或瓦解的潜力。本文分析了2009年至2017年期间收集的关于美国人口第三多的佛罗里达州42个医疗保健合作组织(网络)中817个组织(节点)的数据,包括组织间联系以及各组织对其联盟的资源贡献信息。社会网络方法被用于描述这些合作组织的韧性,包括通过各种中心性指标识别关键参与者、分析碎片化中心性和核心/边缘结构,以及使用指数随机图模型来研究资源贡献如何促进组织间联系。结果表明,最重要的资源贡献来自通过碎片化中心性识别出的关键参与者以及网络核心成员。这些组织的离开或移除将严重破坏网络结构并切断关键的资源贡献,削弱合作组织的整体韧性。此外,如果移除任何一个碎片化中心组织,三分之一的合作组织极易受到干扰。在教育、卫生政策和服务等领域,更碎片化的网络也与更差的卫生系统结果相关。指数随机图模型表明,两种类型的资源贡献——社区联系和实物资源共享——对于促进这些联盟中组织间联系的形成尤为重要。