A study on policy decisions to embed flexibility for reactive recovery in the planning and scheduling process in operating rooms

IF 6.7 2区 管理学 Q1 MANAGEMENT
Babak Akbarzadeh, Broos Maenhout
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引用次数: 0

Abstract

The pursuit for achieving operational excellence in the operating room (OR) department is hampered by the uncertainty characterising the demand for healthcare resources. Incorporating this uncertainty is complicated because planning and scheduling decisions involving both resources and patients are typically organised according to a hierarchical decision structure in different phases. In this study, we link strategic, tactical, and operational decision-making and investigate the impact of policy decisions providing flexibility in the OR planning and scheduling process for reactive recovery to improve the operational outcome, achieving a trade-off between efficiency and consistency. We consider a sequential but interrelated proactive–reactive decision framework that is guided by both generic assumptions stated in the literature and real-life practice, mimicking all decision phases by relying on optimisation and trace-drive simulation. The analysis is performed via computational experimentation on a real-life dataset by varying the parameter settings associated with the availability of open OR capacity, clustering of surgeons, and duration of OR blocks. We compare the performance of well-known scheduling frameworks, namely, open booking and (modified) block booking, and provide insights regarding the necessary conditions to efficiently manage OR resources. The results demonstrate that constructing a master surgery schedule or an advance patient planning improves schedule consistency, whereas the re-scheduling of OR resources is indispensable to attain high OR utilisation. Insights are provided into the impact of different policy decisions that introduce flexibility in the OR planning and scheduling process to increase responsiveness to demand variability. To achieve satisfactory results, a certain degree of flexibility should be embedded via at least one of the policy decisions. However, together with potentially higher efficiency, higher variability in performance is observed such that different policy decisions should be attuned to each other.

关于在手术室的计划和安排过程中植入反应恢复灵活性的政策决定的研究
手术室(OR)部门追求卓越运营的努力受到了医疗资源需求不确定性的阻碍。由于涉及资源和患者的计划和调度决策通常按照分层决策结构在不同阶段进行组织,因此将这种不确定性纳入其中非常复杂。在本研究中,我们将战略、战术和操作决策联系起来,研究在手术室计划和调度过程中为反应性恢复提供灵活性的决策对改善操作结果的影响,从而实现效率和一致性之间的权衡。我们考虑了一个有序但相互关联的主动-被动决策框架,该框架以文献中的通用假设和现实生活中的实践为指导,通过优化和跟踪驱动模拟来模拟所有决策阶段。通过改变与开放手术室容量、外科医生集群和手术室区块持续时间相关的参数设置,在真实数据集上进行计算实验,从而进行分析。我们比较了众所周知的调度框架(即开放式预约和(修改后的)分块预约)的性能,并就有效管理手术室资源的必要条件提出了见解。结果表明,构建主手术日程表或提前规划病人可提高日程表的一致性,而重新安排手术室资源则是实现高手术室利用率所不可或缺的。不同的政策决定可以在手术室规划和排程过程中引入灵活性,从而提高对需求变化的响应能力,本文对这些政策决定的影响进行了深入分析。要取得令人满意的结果,至少应通过其中一项决策植入一定程度的灵活性。然而,在可能提高效率的同时,也会观察到性能方面的更大变化,因此不同的政策决定应相互适应。
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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来源期刊
Omega-international Journal of Management Science
Omega-international Journal of Management Science 管理科学-运筹学与管理科学
CiteScore
13.80
自引率
11.60%
发文量
130
审稿时长
56 days
期刊介绍: Omega reports on developments in management, including the latest research results and applications. Original contributions and review articles describe the state of the art in specific fields or functions of management, while there are shorter critical assessments of particular management techniques. Other features of the journal are the "Memoranda" section for short communications and "Feedback", a correspondence column. Omega is both stimulating reading and an important source for practising managers, specialists in management services, operational research workers and management scientists, management consultants, academics, students and research personnel throughout the world. The material published is of high quality and relevance, written in a manner which makes it accessible to all of this wide-ranging readership. Preference will be given to papers with implications to the practice of management. Submissions of purely theoretical papers are discouraged. The review of material for publication in the journal reflects this aim.
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