University of Exeter Medical School, NIHR Applied Research Collaboration South West Peninsula, Exeter, UK
University of Exeter Faculty of Health and Life Sciences, Exeter, UK.
BMJ Open. 2023 Dec 22;13(12):e076221. doi: 10.1136/bmjopen-2023-076221.
This study aimed to develop a simulation model to support orthopaedic elective capacity planning.
An open-source, generalisable discrete-event simulation was developed, including a web-based application. The model used anonymised patient records between 2016 and 2019 of elective orthopaedic procedures from a National Health Service (NHS) Trust in England. In this paper, it is used to investigate scenarios including resourcing (beds and theatres) and productivity (lengths of stay, delayed discharges and theatre activity) to support planning for meeting new NHS targets aimed at reducing elective orthopaedic surgical backlogs in a proposed ring-fenced orthopaedic surgical facility. The simulation is interactive and intended for use by health service planners and clinicians.
A higher number of beds (65-70) than the proposed number (40 beds) will be required if lengths of stay and delayed discharge rates remain unchanged. Reducing lengths of stay in line with national benchmarks reduces bed utilisation to an estimated 60%, allowing for additional theatre activity such as weekend working. Further, reducing the proportion of patients with a delayed discharge by 75% reduces bed utilisation to below 40%, even with weekend working. A range of other scenarios can also be investigated directly by NHS planners using the interactive web app.
The simulation model is intended to support capacity planning of orthopaedic elective services by identifying a balance of capacity across theatres and beds and predicting the impact of productivity measures on capacity requirements. It is applicable beyond the study site and can be adapted for other specialties.
本研究旨在开发一个模拟模型,以支持矫形科择期手术容量规划。
开发了一个开源的、通用的离散事件模拟,包括一个基于网络的应用程序。该模型使用了英格兰国民保健制度(NHS)信托机构在 2016 年至 2019 年期间的匿名择期矫形手术患者记录。在本文中,它被用于研究资源(床位和手术室)和生产力(住院时间、延迟出院和手术室活动)的情况,以支持规划满足新的 NHS 目标,目标是减少拟议的封闭式矫形外科设施中的矫形外科手术积压。该模拟是交互式的,供医疗服务规划者和临床医生使用。
如果住院时间和延迟出院率保持不变,将需要比提议的数量(40 个床位)更多的床位(65-70 个)。根据国家基准减少住院时间将床位利用率降低到估计的 60%,允许增加周末手术等手术室活动。此外,将延迟出院的患者比例减少 75%,即使在周末工作,床位利用率也会降至 40%以下。NHS 规划者还可以使用交互式网络应用程序直接调查其他一系列场景。
该模拟模型旨在通过确定手术室和床位之间的容量平衡,并预测生产力措施对容量需求的影响,来支持矫形科择期手术服务的容量规划。它适用于研究地点以外的其他地方,并且可以适应其他专业。