论文标题

使用数据驱动网络分析调查医院部门为急性冠状动脉综合征患者提供医疗保健的协调

Investigating Coordination of Hospital Departments in Delivering Healthcare for Acute Coronary Syndrome Patients using Data-Driven Network Analysis

论文作者

Abuhay, Tesfamariam M, Getinet, Yemisrach G, Metsker, Oleg G, Yakovlev, Alexey N, Kovalchuk, Sergey V

论文摘要

医疗保健系统面临提供高质量和高效护理的挑战。研究医院的患者流量特别基本,因为它证明了医院的有效性和效率。由于医院是一个管理下的物理附近服务的集合,因此其绩效和结果是由于其离散组件的相互作用所塑造的。可以使用网络分析研究医院不同组织结构的过程的协调。因此,本文介绍了数据驱动的静态和时间网络的部门网络。这两个网络均使用七年(2010-2016)24902急性冠状动脉综合征(ACS)患者的经验数据进行定向和加权和构建。关系反映了基于ACS患者在医院部门到部门的基于发作的转移。体重代表了在部门之间转移的患者人数。结果,描述了为ACS患者提供医疗保健的部门网络的基本结构,确定了主要部门及其在ACS患者的诊断和治疗过程中的作用,分析了七年来部门的作用,并发现了部门社区。这项研究的结果可能有助于医院管理有效地组织和管理部门的协调,其意义,战略定位以及在诊断和治疗过程中的作用,这反过来又培养了基于价值的和Precision Healthcare。

Healthcare systems are challenged to deliver high-quality and efficient care. Studying patient flow in a hospital is particularly fundamental as it demonstrates effectiveness and efficiency of a hospital. Since hospital is a collection of physically nearby services under one administration, its performance and outcome are shaped by the interaction of its discrete components. Coordination of processes at different levels of organizational structure of a hospital can be studied using network analysis. Hence, this article presents a data-driven static and temporal network of departments. Both networks are directed and weighted and constructed using seven years' (2010-2016) empirical data of 24902 Acute Coronary Syndrome (ACS) patients. The ties reflect an episode-based transfer of ACS patients from department to department in a hospital. The weight represents the number of patients transferred among departments. As a result, the underlying structure of a network of departments that deliver healthcare for ACS patients is described, the main departments and their role in the diagnosis and treatment process of ACS patients are identified, the role of departments over seven years is analyzed and communities of departments are discovered. The results of this study may help hospital administration to effectively organize and manage the coordination of departments based on their significance, strategic positioning and role in the diagnosis and treatment process which, in turn, nurtures value-based and precision healthcare.

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