Departments of Medicine, Anesthesiology, and Surgery, the Clinical and Population Health Research Program, and the Graduate School of Biomedical Sciences, University of Massachusetts Medical School, Worcester, MA.
Philips Healthcare, Baltimore, MD.
Chest. 2017 Oct;152(4):723-735. doi: 10.1016/j.chest.2017.06.050. Epub 2017 Aug 8.
Longitudinal analyses of large, detailed adult critical care datasets provide insights into practice trends and generate useful outcome and process benchmarks.
Data representing 991,571 consecutive critical care visits to 160 US adult ICUs from 2009 to 2013 from the eICU Research Institute clinical practice database were used to quantitate patient characteristics, APACHE IV-based acuity predictions, treatments, and outcomes. Analyses for changes over time were performed for patient characteristics, entry and discharge locations, primary admission diagnosis, treatments, adherence to consensus ICU best practices, length of stay (LOS), and inpatient mortality.
We detected significant trends for increasing age, BMI, and risk of mortality, higher frequency of admission from an ED and stepdown unit, and more frequent hospital discharge to substance abuse centers and skilled nursing facilities. Significantly more patients were admitted for sepsis, emphysema, coma, congestive heart failure, diabetic ketoacidosis, and fewer were admitted for asthma, unspecified chest pain, coronary artery bypass graft, and stroke care. The frequency of noninvasive mechanical ventilation and adherence to critical care best practices significantly increased, whereas the duration of renal replacement therapies, frequency of transfusions, antimicrobial use, critical care complications, LOS, and inpatient mortality decreased.
Analyses of patients, practices, and outcomes from a large geographically dispersed sample of adult ICUs revealed trends of increasing age and acuity, higher rates of adherence to best practice, use of noninvasive mechanical ventilation, and decreased use of antimicrobials, transfusions, and duration of renal replacement therapies. Acuity-adjusted LOS and in hospital mortality decreased.
对大型详细的成人重症监护数据集进行纵向分析,可以深入了解实践趋势,并生成有用的结果和流程基准。
利用 eICU 研究所在 2009 年至 2013 年期间从美国 160 个成人 ICU 收集的 991,571 例连续重症监护就诊数据,对患者特征、基于 APACHE IV 的严重程度预测、治疗和结局进行定量分析。对患者特征、进入和出院地点、主要入院诊断、治疗、对重症监护最佳实践的依从性、住院时间 (LOS) 和住院死亡率随时间的变化进行了分析。
我们发现年龄、BMI 和死亡率风险显著增加,从急诊和康复病房入院的频率更高,出院到药物滥用中心和熟练护理设施的频率更高。更多的患者因败血症、肺气肿、昏迷、充血性心力衰竭、糖尿病酮症酸中毒入院,而因哮喘、不明原因胸痛、冠状动脉旁路移植术和中风护理入院的患者则减少。非侵入性机械通气和遵守重症监护最佳实践的频率显著增加,而肾脏替代治疗的持续时间、输血、抗菌药物使用、重症监护并发症、住院时间和住院死亡率则下降。
对来自大型地理分布的成人 ICU 的患者、实践和结果进行分析,揭示了年龄和严重程度增加、最佳实践依从率提高、使用非侵入性机械通气和减少使用抗生素、输血和肾脏替代治疗时间的趋势。调整严重程度后的 LOS 和住院死亡率下降。