首页> 外文会议>7th international industrial simulation conference 2009 >SYSTEM DYNAMICS APPROACH FOR MODELLING COMPLEX HEALTHCARE SYSTEMS
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SYSTEM DYNAMICS APPROACH FOR MODELLING COMPLEX HEALTHCARE SYSTEMS

机译:复杂卫生系统建模的系统动力学方法

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摘要

Simulation is a well-known Operational Research technique, and it has been widely used in the healthcare sector for clinical decision-making, facility location planning, and resource allocation. Discrete-event simulation (DES) and System Dynamics (SD) are the most popular simulation techniques used for these purposes, mainly because of their abilities to model uncertainty and variability. This paper describes a case study of using SD approach to investigate the dynamic complexity of the National Health Service (NHS) 18-weeks pathway. Since the 18 weeks pathway involves a large population and with complex definition of patient status, SD was chosen for this purpose. This study applied both the qualitative aspect (by using causal loop diagram) and the quantitative aspect (by using stock and flow model). Healthcare managers found this SD approach very easy to apply, and very helpful for enhancing the understanding to the dynamic nature of a complex system.
机译:模拟是一种众所周知的运筹学技术,已在医疗保健领域广泛用于临床决策,设施位置规划和资源分配。离散事件仿真(DES)和系统动力学(SD)是用于这些目的的最流行的仿真技术,主要是因为它们具有建模不确定性和可变性的能力。本文描述了一个案例研究,该案例使用SD方法来调查国家卫生局(NHS)18周途径的动态复杂性。由于18周的途径涉及大量人群,并且患者状态定义复杂,因此选择SD就是为了这一目的。这项研究同时应用了定性方面(通过使用因果关系图)和定量方面(通过使用库存和流量模型)。医疗保健经理发现这种SD方法非常易于应用,并且对于增进对复杂系统动态特性的理解非常有帮助。

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