Division of Pulmonary, Critical Care, & Sleep Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, Box 1232, New York, NY, USA.
Department of Emergency Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Lung. 2020 Aug;198(4):637-644. doi: 10.1007/s00408-020-00364-z. Epub 2020 Jun 3.
Intensive care unit (ICU) resources are a costly but effective commodity used in the management of critically ill patients with chronic obstructive pulmonary disease (COPD). ICU admission decisions are determined by patient diagnosis and severity of illness, but also may be affected by hospital differences in quality and performance. We investigate the variability in ICU utilization for patients with COPD and its association with hospital characteristics.
Using a 3M administrative dataset spanning 2008-2013, we conducted a retrospective cohort study of adult patients discharged with COPD at hospitals in three state to determine variability in ICU utilization. Quality metrics were calculated for each hospital using observed-to-expected (O/E) ratios for overall mortality and length of stay. Logistic and multilevel multivariate regression models were constructed, estimating the association between hospital quality metrics on ICU utilization, after adjustment for available clinical factors and hospital characteristics.
In 434 hospitals with 570,517 COPD patient visits, overall ICU admission rate was 33.1% [range 0-89%; median (IQR) 24% (8, 54)]. The addition of patient, hospital, and quality characteristics decreased the overall variability attributable to individual hospital differences seen within our cohort from 40.9 to 33%. Odds of ICU utilization were increased for larger hospitals and those seeing lower pulmonary case volume. Hospitals with better overall O/E ratios for length of stay or mortality had lower ICU utilization.
Hospital characteristics, including quality metrics, are associated with variability in ICU utilization for COPD patients, with higher ICU utilization seen for lower performing hospitals.
重症监护病房(ICU)资源是一种昂贵但有效的商品,用于治疗患有慢性阻塞性肺疾病(COPD)的重症患者。ICU 入院决策取决于患者的诊断和疾病严重程度,但也可能受到医院在质量和绩效方面差异的影响。我们调查了 COPD 患者 ICU 利用的变异性及其与医院特征的关系。
使用跨越 2008-2013 年的 3M 行政数据集,我们对在三个州的医院出院的患有 COPD 的成年患者进行了回顾性队列研究,以确定 ICU 利用的变异性。使用总体死亡率和住院时间的观察到的预期(O/E)比值为每个医院计算质量指标。构建了逻辑和多水平多变量回归模型,在调整了可用临床因素和医院特征后,估计了医院质量指标与 ICU 利用之间的关联。
在 434 家有 570,517 例 COPD 患者就诊的医院中,总体 ICU 入院率为 33.1%[范围 0-89%;中位数(IQR)24%(8,54%)]。在我们的队列中,将患者、医院和质量特征添加后,归因于个体医院差异的总体变异性从 40.9%降至 33%。对于较大的医院和肺部病例量较低的医院,ICU 利用率的可能性增加。整体 O/E 比值(住院时间或死亡率)较高的医院 ICU 利用率较低。
医院特征,包括质量指标,与 COPD 患者 ICU 利用的变异性相关,低绩效医院的 ICU 利用率较高。