From the Division of Trauma, Emergency Surgery and Surgical Critical Care (A.A., A.N., N.K., K.H., A.M., N.S., M.R., P.F., G.V., H.M.A.K.); Massachusetts General Hospital; Harvard Medical School (A.A., A.N., N.K., K.H., A.M., N.S., M.R., P.F., G.V., H.M.A.K.), Boston, Massachusetts.
J Trauma Acute Care Surg. 2019 Aug;87(2):408-412. doi: 10.1097/TA.0000000000002279.
Hospital length of stay (LOS) is currently recognized as a key quality indicator. We sought to investigate how much of the LOS variation in the high-risk group of patients undergoing Emergency general surgery could be explained by clinical versus nonclinical factors.
Using the 2007 to 2015 American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) database, we included all patients who underwent an emergency appendectomy, cholecystectomy, colectomy, small intestine resection, enterolysis, or hernia repair. American College of Surgeons National Surgical Quality Improvement Program defines emergency surgery as one that is performed no later than 12 hours after admission or symptom onset. Using all the ACS-NSQIP demographic, preoperative (comorbidities, laboratory variables), intraoperative (e.g., duration of surgery, wound classification), and postoperative variables (i.e., complications), we created multivariable linear regression models to predict LOS. LOS was treated as a continuous variable, and the degree to which the models could explain the variation in LOS for each type of surgery was measured using the coefficient of determination (R).
A total of 215,724 patients were included. The mean age was 47.1 years; 52.0% were female. In summary, the median LOS ranged between 1 day for appendectomies (n = 124, 426) and cholecystectomies (n = 21,699) and 8 days for colectomies (n = 19,557) and small intestine resections (n = 7,782). The R for all clinical factors ranged between 0.28 for cholecystectomy and 0.44 for hernia repair, suggesting that 56% to 72% of the LOS variation for each of the six procedures studied cannot be explained by the wide range of clinical factors included in ACS-NSQIP.
Most of the LOS variation is not explained by clinical factors and may be explained by nonclinical factors (e.g., logistical delays, insurance type). Further studies should evaluate these nonclinical factors to identify target areas for quality improvement.
Epidemiological study, level III.
住院时长(LOS)目前被认为是一个关键的质量指标。我们试图调查在接受急诊普通外科手术的高危患者中,LOS 的变化有多少可以用临床因素和非临床因素来解释。
我们使用了 2007 年至 2015 年美国外科医师学会全国外科质量改进计划(ACS-NSQIP)数据库,纳入了所有接受急诊阑尾切除术、胆囊切除术、结肠切除术、小肠切除术、肠粘连松解术或疝修补术的患者。美国外科医师学会全国外科质量改进计划将急诊手术定义为在入院后或症状出现后 12 小时内进行的手术。使用 ACS-NSQIP 的所有人口统计学、术前(合并症、实验室变量)、术中(如手术持续时间、伤口分类)和术后变量(即并发症),我们创建了多变量线性回归模型来预测 LOS。LOS 被视为一个连续变量,我们使用决定系数(R)来衡量模型对每种手术 LOS 变化的解释程度。
共纳入 215724 名患者。平均年龄为 47.1 岁;52.0%为女性。总的来说,阑尾切除术(n=124,426)和胆囊切除术(n=21699)的 LOS 中位数为 1 天,结肠切除术(n=19557)和小肠切除术(n=7782)的 LOS 中位数为 8 天。所有临床因素的 R 值范围在胆囊切除术的 0.28 到疝修补术的 0.44 之间,这表明在所研究的六种手术中,每种手术 LOS 变化的 56%到 72%不能用 ACS-NSQIP 中包含的广泛临床因素来解释。
大多数 LOS 变化不能用临床因素来解释,可能是由非临床因素(如物流延迟、保险类型)引起的。进一步的研究应该评估这些非临床因素,以确定质量改进的目标领域。
流行病学研究,III 级。