Qin Shaowen, Thompson Campbell, Bogomolov Tim, Ward Dale, Hakendorf Paul
School of Computer Science, Engineering and Mathematics, Flinders University, Adelaide, South Australia, Australia.
School of Medicine, University of Adelaide, Adelaide, South Australia, Australia.
Intern Med J. 2017 Aug;47(8):894-899. doi: 10.1111/imj.13485.
Increasing demand for hospital services has resulted in more arrivals to emergency department (ED), increased admissions, and, quite often, access block and ED congestion, along with patients' dissatisfaction. Cost constraints limit an increase in the number of hospital beds, so alternative solutions need to be explored.
To propose and test different discharge strategies, which, potentially, could reduce occupancy rates in the hospital, thereby improving patient flow and minimising frequency and duration of congestion episodes.
We used a simulation approach using HESMAD (Hospital Event Simulation Model: Arrivals to Discharge) - a sophisticated simulation model capturing patient flow through a large Australian hospital from arrival at ED to discharge. A set of simulation experiments with a range of proposed discharge strategies was carried out. The results were tabulated, analysed and compared using common hospital occupancy indicators.
Simulation results demonstrated that it is possible to reduce significantly the number of days when a hospital runs above its base bed capacity. In our case study, this reduction was from 281.5 to 22.8 days in the best scenario, and reductions within the above range under other scenarios considered.
Some relatively simple strategies, such as 24-h discharge or discharge/relocation of long-staying patients, can significantly reduce overcrowding and improve hospital occupancy rates. Shortening administrative and/or some treatment processes have a smaller effect, although the latter could be easier to implement.
医院服务需求的不断增加导致急诊科就诊人数增多、住院人数增加,而且经常出现就医受阻和急诊科拥堵的情况,同时患者也不满意。成本限制使得医院病床数量无法增加,因此需要探索其他解决方案。
提出并测试不同的出院策略,这些策略有可能降低医院的占用率,从而改善患者就医流程,并最大限度地减少拥堵事件的发生频率和持续时间。
我们采用了一种模拟方法,使用HESMAD(医院事件模拟模型:从入院到出院)——一个复杂的模拟模型,用于捕捉患者从抵达急诊科到出院在一家大型澳大利亚医院的就医流程。针对一系列提议的出院策略进行了一组模拟实验。使用常见的医院占用指标对结果进行列表、分析和比较。
模拟结果表明,有可能显著减少医院超出其基本床位容量运行的天数。在我们的案例研究中,在最佳情况下,这一减少幅度从281.5天降至22.8天,在考虑的其他情况下,减少幅度也在上述范围内。
一些相对简单的策略,如24小时出院或对长期住院患者进行出院/转院,可以显著减少过度拥挤并提高医院占用率。缩短行政和/或某些治疗流程的效果较小,尽管后者可能更容易实施。