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Improving operational effectiveness of tactical master plans for emergency and elective patients under stochastic demand and capacitated resources

机译:在随机需求和资源匮乏的情况下,提高急诊和择期患者战术总体计划的运营效率

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This paper develops a two-stage planning procedure for master planning of elective and emergency patients while allocating at best the available hospital resources. Four types of resources are considered: operating theatre, beds in the medium and in the intensive care units, and nursing hours in the intensive care unit. A tactical plan is obtained by minimizing the deviations of the resources consumption to the target levels of resources utilization, following a goal programming approach. The MIP formulation to get this tactical plan is specifically designed to account for emergency care since it allows for the reservation of some capacity for emergency patients and possible capacity excess. To deal with the deviation between actually arriving elective patients and the average number of patients on which the tactical plan is based, we consider the possibility of planning a higher number of patients than the average to create operating slots in the tactical plan (slack planning). These operating slots are then filled in the operational plan following several flexibility rules. We consider three options for slack planning that lead to three different tactical plans on which we apply three flexibility rules to get finally nine alternative weekly schedules of elective patients. We then develop an algorithm to modify this schedule on a daily basis so as to account for emergency patients' arrivals. Scheduled elective patients may be cancelled and emergency patients may be sent to other hospitals. Cancellation rules for both types of patients rely on the possibility to exceed the available capacities. Several performance indicators are defined to assess patient service and hospital efficiency. Simulation results show a trade-off between hospital efficiency and patient service.
机译:本文针对选择性和急诊患者的总体规划制定了两阶段的规划程序,同时最多分配可用的医院资源。考虑了四种类型的资源:手术室,中级和重症监护室的病床以及重症监护室的护理时间。遵循目标编程方法,通过将资源消耗与目标资源利用水平的偏差最小化来获得战术计划。获得此战术计划的MIP公式是专门为应对急诊而设计的,因为它允许为急诊患者保留一些容量,并可能出现容量过剩的情况。为了处理实际到达的选民与战术计划所基于的平均患者数之间的偏差,我们考虑计划比平均数更多的患者,以在战术计划中创建手术位(松弛计划) 。然后,按照几个灵活性规则,将这些操作槽位填入操作计划中。我们考虑了三个松弛计划的选项,这些选项导致了三个不同的战术计划,在这些战术计划上我们应用了三个灵活性规则,最终获得了九个替代性每周择期计划。然后,我们开发一种算法来每天修改此计划,以解决急诊病人的到达情况。预定的择期患者可能会被取消,急诊患者可能会被送到其他医院。两种类型的患者的取消规则都取决于是否有可能超出可用容量。定义了几个绩效指标来评估患者服务和医院效率。仿真结果显示了医院效率与患者服务之间的权衡。

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