Australian Centre for Health Services Innovation, Queensland University of Technology, 60 Musk Ave, Kelvin Grove, QLD, 4059, Australia.
Anthrodynamics Simulation Services Australia, Homebush, NSW, 2140, Australia.
BMC Health Serv Res. 2019 Aug 29;19(1):608. doi: 10.1186/s12913-019-4438-x.
Demand for gastrointestinal endoscopy in Australia is increasing as a result of the expanding national bowel cancer screening program and a growing, ageing population. More services are required to meet demand and ensure patients are seen within clinically recommended timeframes.
A discrete event simulation model was developed to project endoscopy waiting list outcomes for two large metropolitan health services encompassing 8 public hospitals in Australia. The model applied routinely collected health service data to forecast the impacts of future endoscopic demand over 5 years and to identify the level of service activity required to address patient waiting times and meet key policy targets. The approach incorporated evidence from the literature to produce estimates of cost-effectiveness by showing longer term costs and Quality Adjusted Life Years (QALYs) associated with service expansion.
The modelling revealed that doing nothing would lead to the number of patients waiting longer than clinically recommended doubling across each health service within 5 years. A 38% overall increase in the number of monthly procedures available was required to meet and maintain a target of 95-98% of patients being seen within clinically recommended timeframes to the year 2021. This was projected to cost the funder approximately $140 million in additional activity over a 5 year period. Due to improved patient outcomes associated with timely intervention, it was estimated that the increased activity would generate over 22,000 additional QALYs across the two health services. This translated to an incremental cost-effectiveness ratio of $6467 and $5974 per QALY for each health service respectively.
Discrete event simulation modelling provided a rational, data based approach that allowed decision makers to quantify the future demand for endoscopy services and identify cost-effective strategies to meet community needs.
由于国家结直肠癌筛查计划的扩大以及人口老龄化,澳大利亚对胃肠内窥镜检查的需求不断增加。需要更多的服务来满足需求,并确保患者在临床推荐的时间内得到检查。
我们开发了一个离散事件模拟模型,用于预测澳大利亚两个大都市卫生服务机构(包括 8 家公立医院)的内窥镜检查等候名单结果。该模型应用常规收集的卫生服务数据来预测未来 5 年内内镜检查需求的影响,并确定满足患者等候时间和达到关键政策目标所需的服务活动水平。该方法结合了文献中的证据,通过显示与服务扩展相关的长期成本和质量调整生命年(QALY)来估算成本效益。
模型结果表明,如果不采取任何措施,在未来 5 年内,每个卫生服务机构的等候时间超过临床推荐时间的患者数量将翻一番。需要增加 38%的每月手术量,以满足并保持 95-98%的患者在临床推荐时间内就诊的目标,这一目标要到 2021 年才能实现。这预计将使资金提供者在未来 5 年内增加约 1.4 亿美元的额外活动。由于及时干预带来的患者结果改善,据估计,增加的活动将在这两个卫生服务机构产生超过 22000 个额外的 QALY。这分别转化为每个卫生服务机构每增加一个 QALY 的增量成本效益比为 6467 美元和 5974 美元。
离散事件模拟模型提供了一种合理的数据驱动方法,使决策者能够量化未来对内镜服务的需求,并确定符合社区需求的具有成本效益的策略。