Ding Hao, Tushe Sokol, Singh Kc Diwas, Lee Donald K K
Harbert College of Business, Auburn University.
Muma College of Business, University of South Florida.
Manuf Serv Oper Manag. 2024 Jul-Aug;26(4):1323-1337. doi: 10.1287/msom.2023.0039. Epub 2024 May 8.
We quantify the increase in productivity in emergency departments (ED) from increasing nurse staff. We then estimate the associated revenue gains for the hospital and the associated welfare gains for society.
ACADEMIC/PRACTICAL RELEVANCE: The United States is over a decade into the worst nursing shortage crisis in history, fueled by chronic under-investment. To demonstrate to hospital managers and policymakers the benefits of investing in nursing, we clarify the positive downstream effects of doing so in the ED setting.
We use a high-resolution data set of patient visits to the ED of a major U.S. academic hospital. Time-dependent hazard estimation methods (nonparametric and parametric) are used to study how the realtime service speed of a patient varies with the state of the ED, including the time-varying workloads of the assigned nurse. A counterfactual simulation is used to estimate the gains from increasing nurse staff in the ED.
We find that lightening a nurse's workload by one patient is associated with a 14% service speedup for patient under the nurse's care. Simulation studies suggest that adding one more nurse to the busiest 12-hour shift of each day can shorten stays and avert $160,000 in lost patient wages per 10,000 visits. The reduction in service times also frees up capacity for treating more patients and generate $470,000 in additional net revenues for the hospital per 10,000 visits. Extensive sensitivity analyses suggest that our key message-investing in nursing will more than pay for itself-is likely to hold across a wide range of EDs.
In determining whether to invest in more nursing resources, hospital managers need to look beyond whether payer reimbursements alone are sufficient to cover the upfront costs, to also account for the resulting downstream benefits.
我们量化了增加护士人员配备对急诊科(ED)生产率的提升。然后,我们估计了医院由此带来的收入增长以及社会相关的福利增长。
学术/实际意义:由于长期投资不足,美国正处于历史上最严重的护士短缺危机中已逾十年。为了向医院管理人员和政策制定者证明投资于护理的好处,我们阐明了在急诊科进行此类投资的积极下游效应。
我们使用了美国一家大型学术医院急诊科患者就诊的高分辨率数据集。采用时间相依风险估计方法(非参数和参数方法)来研究患者的实时服务速度如何随急诊科的状态变化,包括指定护士随时间变化的工作量。通过反事实模拟来估计增加急诊科护士人员配备带来的收益。
我们发现,将护士的工作量减轻一名患者,其护理下的患者服务速度会加快14%。模拟研究表明,在每天最繁忙的12小时轮班中增加一名护士,每10000次就诊可缩短住院时间并避免患者损失工资160000美元。服务时间的减少还释放了治疗更多患者的能力,每10000次就诊可为医院带来额外净收入470000美元。广泛的敏感性分析表明,我们的关键信息——投资于护理将带来超过自身成本的回报——可能适用于广泛的急诊科。
在决定是否投资更多护理资源时,医院管理人员不仅要考虑支付方的报销是否足以覆盖前期成本,还需考虑由此产生的下游效益。