Department of Public Health Sciences, The University of Chicago, Chicago, Illinois, USA.
Department of Medicine, The University of Chicago, Chicago, Illinois, USA.
J Am Geriatr Soc. 2020 Nov;68(11):2462-2466. doi: 10.1111/jgs.16787. Epub 2020 Aug 28.
BACKGROUND/OBJECTIVES: Nursing homes have experienced a disproportionate share of COVID-19 cases and deaths. Early analyses indicated that baseline quality was not predictive of nursing home cases, but a more nuanced study of the role of nurse staffing is needed to target resources and better respond to future outbreaks. We sought to understand whether baseline nurse staffing is associated with the presence of COVID-19 in nursing homes and whether staffing impacts outbreak severity.
We analyzed Centers for Medicare & Medicaid Services (CMS) facility-level data on COVID-19 cases and deaths merged with nursing home and county characteristics. We used logistic regressions to examine the associations of staffing levels from Nursing Home Compare with the outcomes of any COVID-19 cases and, conditional on at least one case, an outbreak. Among facilities with at least one case, we modeled count of deaths using hurdle negative binomial-2 regressions.
All nursing homes in the CMS COVID-19 Nursing Home Dataset with reports that passed the CMS Quality Assurance Check as of June 25, 2020.
Residents of nursing homes that met COVID-19 reporting requirements.
A nursing home is defined as having at least one case is if one or more confirmed or suspected COVID-19 case among residents or staff is reported. Conditional on at least one case, we examine two outcomes: an outbreak, defined as confirmed cases/certified beds >10% or total confirmed and suspected cases/beds >20% or >10 deaths, and the total number of deaths attributed to COVID-19 among residents and staff.
A total of 71% of the 13,167 nursing homes that reported COVID-19 data as of June 14 had at least one case among residents and/or staff. Of those, 27% experienced an outbreak. Higher registered nurse-hours are associated with a higher probability of experiencing any cases. However, among facilities with at least one case, higher nurse aide (NA) hours and total nursing hours are associated with a lower probability of experiencing an outbreak and with fewer deaths. The strongest predictor of cases and outbreaks in nursing homes is per capita cases in the county.
The prevalence of COVID-19 in the community remains the strongest predictor of COVID-19 cases and deaths in nursing homes, but higher NA hours and total nursing hours may help contain the number of cases and deaths.
背景/目的:养老院经历了不成比例的 COVID-19 病例和死亡人数。早期分析表明,基线质量与疗养院病例无关,但需要更细致地研究护士人员配备的作用,以分配资源并更好地应对未来的疫情爆发。我们试图了解基线护士人员配备是否与疗养院的 COVID-19 存在相关,以及人员配备是否会影响疫情爆发的严重程度。
我们分析了医疗保险和医疗补助服务中心(CMS)关于 COVID-19 病例和死亡的数据,这些数据与疗养院和县的特征相合并。我们使用逻辑回归来检查来自疗养院比较的人员配备水平与任何 COVID-19 病例的结果之间的关联,并且在至少有一个病例的情况下,还检查了疫情爆发的关联。在至少有一个病例的设施中,我们使用负二项式障碍模型对死亡人数进行建模。
所有符合 CMS COVID-19 疗养院数据集报告要求的 CMS COVID-19 疗养院数据集的疗养院,截至 2020 年 6 月 25 日,CMS 质量保证检查已通过。
符合 COVID-19 报告要求的疗养院居民。
如果在居民或工作人员中报告了一个或多个确诊或疑似 COVID-19 病例,则将疗养院定义为有至少一个病例。在至少有一个病例的情况下,我们检查两个结果:疫情爆发,定义为确诊病例/认证床位>10%或总确诊和疑似病例/床位>20%或>10 例死亡,以及居民和工作人员中归因于 COVID-19 的总死亡人数。
截至 6 月 14 日,报告 COVID-19 数据的 13167 家疗养院中,有 71%的疗养院至少有一名居民和/或工作人员出现病例。其中,27%的疗养院出现了疫情爆发。注册护士小时数较高与出现任何病例的概率较高有关。然而,在至少有一个病例的设施中,较高的护理助手(NA)小时数和总护理小时数与疫情爆发的可能性较低以及死亡人数较少有关。社区中每例病例仍是疗养院 COVID-19 病例和死亡的最强预测因素,但较高的 NA 小时数和总护理小时数可能有助于控制病例和死亡人数。