A Multi-Type Queuing Network Analysis Method for Controlling Server Number in the Outpatient

Zhu Mingzhu, Qi Ershi
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引用次数: 4

Abstract

Patients long time waiting is the most significant problem in Chinese outpatient, and the inadequate service level, as one of main factors, causes the medical error and outpatient overcrowding. This paper derives a multi-type queuing network model to help managers increase service efficiency and improve patient satisfaction based on Chinese current outpatient condition. One of this model’s characteristics is capturing different patient types who pass through the system in different service routes. The other unique thing is taking the outpatient service process as a whole queuing network with multi-type patients, not a simple tandem queuing network. Only by the external arrival rate, the arrival rate of each service node can be calculated in order to obtain the system operation indicators including server utilization, waiting time and patient number in queue and system as the service targets, in this way, the hospital manager can clarify the current outpatient operation and promote the situation by modifying the server number. Results from one actual case are used to demonstrate the methodology. This multi-type queuing network analysis method can assist to organize the server resource more effectively in the status of limited resource and excessive demand, and can be an important innovation in hospital management.
门诊服务器数量控制的多类型排队网络分析方法
患者等待时间过长是我国门诊最突出的问题,而服务水平低下是造成医疗差错和门诊人满为患的主要因素之一。本文根据我国目前的门诊情况,导出了一个多类型排队网络模型,以帮助管理者提高服务效率和患者满意度。该模型的特点之一是捕捉不同类型的患者,这些患者通过不同的服务路线通过系统。另一个独特的地方是把门诊过程作为一个多类型患者的整体排队网络,而不是简单的串联排队网络。只有通过外部到达率,才能计算出各个服务节点的到达率,从而得到系统运行指标,包括服务器利用率、等待时间、排队病人数量和系统作为服务目标,这样医院管理者才能通过修改服务器数量来明确当前门诊的运行情况,促进情况的发展。用一个实际案例的结果来证明该方法。这种多类型排队网络分析方法有助于在资源有限、需求过剩的情况下更有效地组织服务器资源,可以成为医院管理的重要创新。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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