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一家产科医院的随机床位平衡

Stochastic bed balancing of an obstetrics hospital.

作者信息

Cochran Jeffery K, Bharti Aseem

机构信息

Department of Industrial Engineering, Arizona State University, USA.

出版信息

Health Care Manag Sci. 2006 Feb;9(1):31-45. doi: 10.1007/s10729-006-6278-6.

Abstract

Health care is one of the largest industries in the developed world and the top domestic industry in the United States (US). Over the past thirty years there has been a dramatic increase in healthcare costs in the US, of which about one-third can be attributed to hospital spending. One of the key factors in hospital cost containment and revenue enhancement is effective and efficient bed planning and capacity analysis. This study aims to balance bed unit utilizations across an obstetrics hospital and minimize the blocking of beds from upstream units within given constraints on bed reallocation. The methodology includes the assessment and effect of time-dependent patterns of monthly, daily, and hourly demand. Queuing networks are first used to assess the flows between units, establish target utilizations of bed units, and involve stakeholders in a flow characterization that they understand. Discrete-event simulation is then used to maximize the flow through the balanced system including non-homogeneous effects, non-exponential lengths of stay, and blocking behavior. Results of the models are validated against actual data collected from the hospital. Several 'what if' scenarios are studied showing that 38% more patient flow can be achieved with only 15% more patient beds. The results of the study have been implemented.

摘要

医疗保健是发达国家最大的产业之一,也是美国国内最大的产业。在过去三十年里,美国的医疗保健成本急剧上升,其中约三分之一可归因于医院支出。医院成本控制和收入提高的关键因素之一是有效的床位规划和容量分析。本研究旨在平衡产科医院各床位单元的利用率,并在床位重新分配的特定限制条件下,尽量减少上游单元对床位的占用。该方法包括评估每月、每日和每小时需求的时间依赖性模式及其影响。排队网络首先用于评估各单元之间的流量,确定床位单元的目标利用率,并让利益相关者参与他们能够理解的流量特征描述。然后,使用离散事件模拟来最大化通过平衡系统的流量,该系统包括非均匀效应、非指数住院时间和阻塞行为。模型结果根据从医院收集的实际数据进行验证。研究了几个“如果……会怎样”的情景,结果表明,只需增加15%的病床,就能实现多38%的患者流量。该研究结果已得到实施。

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