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Use of Simulation in Managing Reusable Medical Equipment Inventory in Surgical Services

机译:使用模拟在手术服务中管理可重复使用的医疗设备库存中

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Maintaining efficient levels of reusable medical equipment (RME) inventory is vital for many healthcare systems due to their high cost. On the other hand hospitals cannot risk lower service levels for RME availability in such vital departments as surgery, emergency, and ICU/PACU by optimizing the inventory levels solely based on ordering and holding costs. With the primary goal of access to quality care, frequent RME shortages and subsequent delays and cancellations in healthcare systems is not acceptable and needs to be balanced with the cost of maintaining inventory. In this study, we propose a simulation based framework for determining RME inventory levels in surgical services while balancing these competing performance criteria. Using historical surgery schedules, we first conducted a static and retrospective inventory analysis to determine the RME utilization levels based on historical inventory levels and minimum level RME inventory requirements based on surgery demand. Next, we generated surgery schedules using historical schedule data to be used in optimizing RME inventory levels to balance 1. Waiting time minimization due to RME shortage, 2. Reducing inventory cost of RME trays. We developed an integrated discrete event simulation model to capture the closed-loop circulation of the RME between the sterile processing services (SPS) department and operating theater. We evaluated two SPS RME processing strategies: RME sequencing by prioritization and FIFO system for sequencing RME trays in the sterilization department. Using the simulation model, we studied the impact of two sequencing strategies on RME shortage induced delays. We tested the effect of sequencing strategies using both the historical inventory levels and minimum required RME tray inventory levels obtained through static analysis. Finally, we optimized the inventory levels using infinitesimal perturbation analysis (IPA) by initializing the IPA with the historical and minimum required inventory levels.
机译:由于其高成本,维持有效的可重复使用的医疗设备(RME)库存对许多医疗保健系统至关重要。另一方面,医院不能通过仅根据订购和持有成本优化库存水平,在这种重要部门中获得RME可用性的RME可用性降低的服务水平。通过获取质量护理的主要目标,频繁的RME短缺和后续延迟和在医疗保健系统中的延迟和取消是不可接受的,并且需要与维护库存的成本相平衡。在这项研究中,我们提出了一种基于模拟的框架,用于确定手术服务中的RME库存水平,同时平衡这些竞争性能标准。使用历史外科调度,我们首先进行了静态和回顾性的库存分析,以根据历史库存水平和基于手术需求的最低水平RME库存要求来确定RME利用率。接下来,我们使用历史进度数据生成手术时间表,以优化RME库存水平来平衡1.由于RME短缺而导致的等待时间最小化,2.降低RME托盘的库存成本。我们开发了一个集成的离散事件仿真模型,以捕获无菌加工服务(SPS)部门和操作剧院之间RME的闭环循环。我们评估了两个SPS RME处理策略:通过优先级排序和FIFO系统进行灭菌部门测序RME托盘的FIFO系统。使用仿真模型,我们研究了两个测序策略对RME短缺诱导延迟的影响。我们测试了使用历史库存水平和通过静态分析获得的最低要求RME托盘库存水平的测序策略的效果。最后,我们通过用历史和最低要求库存水平初始化IPA来优化使用无限扰动分析(IPA)的库存水平。

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