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通过调度启发式算法模拟改善化疗输注操作:一项案例研究

Improving chemotherapy infusion operations through the simulation of scheduling heuristics: a case study.

作者信息

Slocum Ryan F, Jones Herbert L, Fletcher Matthew T, McConnell Brandon M, Hodgson Thom J, Taheri Javad, Wilson James R

机构信息

United States Army.

Department of Industrial & Systems Engineering, North Carolina State University, Raleigh, NC, USA.

出版信息

Health Syst (Basingstoke). 2020 Feb 2;10(3):163-178. doi: 10.1080/20476965.2019.1709908. eCollection 2021.

Abstract

Over the last decade, chemotherapy treatments have dramatically shifted to outpatient services such that nearly 90% of all infusions are now administered outpatient. This shift has challenged oncology clinics to make chemotherapy treatment as widely available as possible while attempting to treat all patients within a fixed period of time. Historical data from a Veterans Affairs chemotherapy clinic in the United States and staff input informed a discrete event simulation model of the clinic. The case study examines the impact of altering the current schedule, where all patients arrive at 8:00 AM, to a schedule that assigns patients to two or three different appointment times based on the expected length of their chemotherapy infusion. The results identify multiple scheduling policies that could be easily implemented with the best solutions reducing both average patient waiting time and average nurse overtime requirements.

摘要

在过去十年中,化疗治疗已大幅转向门诊服务,以至于现在几乎90%的输液都是在门诊进行的。这种转变给肿瘤诊所带来了挑战,即在试图在固定时间内治疗所有患者的同时,尽可能广泛地提供化疗治疗。美国一家退伍军人事务化疗诊所的历史数据和工作人员的意见为该诊所的离散事件模拟模型提供了依据。该案例研究考察了将当前所有患者上午8点到达的时间表改为根据化疗输液预期时长将患者分配到两个或三个不同预约时间的时间表所产生的影响。结果确定了多种可轻松实施的排班策略,其中最佳解决方案可减少患者平均等待时间和护士平均加班需求。

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