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一种用于改善视网膜服务管理的模拟工具。

A simulation tool for better management of retinal services.

作者信息

Demir Eren, Southern David, Verner Aimee, Amoaku Winfried

机构信息

University of Hertfordshire, Hertfordshire Business School, Hertfordshire, UK.

Pathway Communications Ltd, Cambridge, UK.

出版信息

BMC Health Serv Res. 2018 Oct 4;18(1):759. doi: 10.1186/s12913-018-3560-5.

Abstract

BACKGROUND

Advances in the management of retinal diseases have been fast-paced as new treatments become available, resulting in increasing numbers of patients receiving treatment in hospital retinal services. These patients require frequent and long-term follow-up and repeated treatments, resulting in increased pressure on clinical workloads. Due to limited clinic capacity, many National Health Service (NHS) clinics are failing to maintain recommended follow-up intervals for patients receiving care. As such, clear and robust, long term retinal service models are required to assess and respond to the needs of local populations, both currently and in the future.

METHODS

A discrete event simulation (DES) tool was developed to facilitate the improvement of retinal services by identifying efficiencies and cost savings within the pathway of care. For a mid-size hospital in England serving a population of over 500,000, we used 36 months of patient level data in conjunction with statistical forecasting and simulation to predict the impact of making changes within the service.

RESULTS

A simulation of increased demand and a potential solution of the 'Treat and Extend' (T&E) regimen which is reported to result in better outcomes, in combination with virtual clinics which improve quality, effectiveness and productivity and thus increase capacity is presented. Without the virtual clinic, where T&E is implemented along with the current service, we notice a sharp increase in the number of follow-ups, number of Anti-VEGF injections, and utilisation of resources. In the case of combining T&E with virtual clinics, there is a negligible (almost 0%) impact on utilisation of resources.

CONCLUSIONS

Expansion of services to accommodate increasing number of patients seen and treated in retinal services is feasible with service re-organisation. It is inevitable that some form of initial investment is required to implement service expansion through T&E and virtual clinics. However, modelling with DES indicates that such investment is outweighed by cost reductions in the long term as more patients receive optimal treatment and retain vision with better outcomes. The model also shows that the service will experience an average of 10% increase in surplus capacity.

摘要

背景

随着新的视网膜疾病治疗方法的出现,视网膜疾病管理方面的进展日新月异,导致越来越多的患者在医院视网膜服务部门接受治疗。这些患者需要频繁且长期的随访以及重复治疗,这给临床工作量带来了越来越大的压力。由于诊所容量有限,许多国民医疗服务体系(NHS)诊所未能为接受治疗的患者维持建议的随访间隔。因此,需要清晰、稳健的长期视网膜服务模式来评估并满足当地人群当前及未来的需求。

方法

开发了一种离散事件模拟(DES)工具,通过识别护理流程中的效率提升和成本节约来促进视网膜服务的改善。对于英格兰一家为超过50万人口服务的中型医院,我们使用了36个月的患者层面数据,并结合统计预测和模拟来预测服务变更所产生的影响。

结果

呈现了需求增加的模拟情况以及一种据报道能带来更好治疗效果的“治疗与延长”(T&E)方案的潜在解决方案,同时还结合了能提高质量、有效性和生产力从而增加容量的虚拟诊所。在没有虚拟诊所的情况下,即在当前服务中实施T&E,我们注意到随访次数、抗血管内皮生长因子(Anti-VEGF)注射次数以及资源利用率都急剧增加。而在将T&E与虚拟诊所相结合的情况下,对资源利用率的影响可忽略不计(几乎为0%)。

结论

通过服务重组来扩大服务以容纳视网膜服务部门中越来越多的就诊和治疗患者是可行的。通过T&E和虚拟诊所来实施服务扩展必然需要某种形式的初始投资。然而,DES建模表明,从长期来看,随着更多患者接受最佳治疗并保持更好的视力结果,这种投资带来的成本降低将超过投资本身。该模型还表明,服务的剩余容量平均将增加10%。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d69/6172737/4bba9afd8bb3/12913_2018_3560_Fig1_HTML.jpg

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