Department of Pediatrics, 12344Texas Tech University Health Sciences Center at the Permian Basin, Odessa, TX, USA.
436933California Northstate University, College of Human Medicine, Elk Grove, CA, USA.
J Intensive Care Med. 2020 Nov;35(11):1314-1322. doi: 10.1177/0885066619868972. Epub 2019 Aug 13.
To examine the hospital-level variation in intensive care unit (ICU) utilization and quantify the relative contribution of patient and hospital characteristics versus individual hospital factors to the variation in ICU admission rates among pediatric hospitalizations with diabetic ketoacidosis (DKA).
The Texas Inpatient Public Use Data File was used to identify hospitalizations of state residents aged 1 month to 19 years with a primary diagnosis of DKA between 2005 and 2014. Multilevel, mixed-effects logistic regression modeling was performed to examine the association of patient- and hospital-level factors with ICU admission. Risk and reliability adjustment was then performed to assess hospital-level variation in ICU utilization. Intraclass correlation coefficient was used to quantify variation in use of ICU attributable to individual hospitals. The association between adjusted rates of ICU admission and total hospital charges and length of stay was examined using linear regression.
Of the 23 585 DKA hospitalizations, 14 638 (62.1%) were admitted to ICU. On multilevel analysis, the odds of ICU admission progressively decreased with rising volume of DKA hospitalizations (adjusted odds ratio: 0.08 [highest vs lowest quartile]; 95% confidence interval [CI]: 0.03-0.24). The crude median (interquartile range [IQR]; range) of ICU admissions across hospitals was 82.6% (73%-90%; 11.1%-100%). The median (IQR) risk- and reliability-adjusted ICU admission rate was 81.0% (73.0%-86.9%), ranging from 11.2% to 94%. Following risk and reliability adjustment, the intraclass correlation coefficient was 0.005 (95% CI: 0.004-0.006). For each 10% increase in adjusted ICU admission rate, total hospital charges rose by 7% (95% CI: 3%-11%). There was no association between ICU admission rates and hospital length of stay.
Although high variation in ICU utilization was noted across hospitals among pediatric DKA hospitalizations, the proportion of variation attributable to individual hospitals was negligible, once adjusted for patient mix and hospital characteristics.
研究重症监护病房(ICU)利用的医院间差异,并定量分析患者和医院特征与个体医院因素相对于糖尿病酮症酸中毒(DKA)患儿住院 ICU 入院率的差异相对贡献。
利用 2005 年至 2014 年间德克萨斯州住院患者公共使用数据文件,确定患有 DKA 的年龄在 1 个月至 19 岁的州居民住院病例。采用多水平混合效应逻辑回归模型,研究患者和医院因素与 ICU 入院的相关性。然后进行风险和可靠性调整,以评估 ICU 使用的医院间差异。使用组内相关系数来量化个体医院 ICU 使用差异。使用线性回归分析 ICU 入院调整率与总住院费用和住院时间的关系。
在 23585 例 DKA 住院患者中,有 14638 例(62.1%)被收入 ICU。在多水平分析中,ICU 入院的可能性随着 DKA 住院量的增加而逐渐降低(调整后比值比:0.08[最高四分位比与最低四分位比];95%置信区间[CI]:0.03-0.24)。医院间 ICU 入院的粗中位数(四分位数间距[IQR];范围)为 82.6%(73%-90%;11.1%-100%)。风险和可靠性调整后的 ICU 入院率中位数(IQR)为 81.0%(73.0%-86.9%),范围为 11.2%-94%。风险和可靠性调整后,组内相关系数为 0.005(95%CI:0.004-0.006)。调整后的 ICU 入院率每增加 10%,总住院费用增加 7%(95%CI:3%-11%)。ICU 入院率与医院住院时间无相关性。
尽管在 DKA 患儿住院患者中,医院间 ICU 利用存在较大差异,但在调整患者构成和医院特征后,个体医院差异的比例可以忽略不计。