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急诊科拥挤对急性卒中患者的门到影像检查时间产生不利影响。

Door-to-Imaging Time for Acute Stroke Patients Is Adversely Affected by Emergency Department Crowding.

作者信息

Reznek Martin A, Murray Evangelia, Youngren Marguerite N, Durham Natassia T, Michael Sean S

机构信息

From the Department of Emergency Medicine, University of Massachusetts Medical School, Worcester, MA (M.A.R, E.M., S.S.M., M.N.Y); and CVS Health, Woonsocket, RI (N.T.D.).

出版信息

Stroke. 2017 Jan;48(1):49-54. doi: 10.1161/STROKEAHA.116.015131. Epub 2016 Nov 17.

Abstract

BACKGROUND AND PURPOSE

National guidelines call for door-to-imaging time (DIT) within 25 minutes for suspected acute stroke patients. Studies examining factors that affect DIT have focused primarily on stroke-specific care processes and patient-specific factors. We hypothesized that emergency department (ED) crowding is associated with longer DIT.

METHODS

We conducted a retrospective investigation of 1 year of consecutive patients in our prospective Code Stroke registry, which included all ED stroke team activations. The registry and electronic health records were abstracted for 27 potential predictors of DIT, including patient, stroke care process, and ED operational factors. We fit a multivariate logistic regression model and calculated odds ratios and 95% confidence intervals. Second, we constructed a random forest recursive partitioning model to cross-validate our findings and explore the proportional importance of each category of predictor. Our primary outcome was the binary variable of DIT within the 25-minute goal.

RESULTS

A total of 463 patients met inclusion criteria. In the regression model, ED occupancy rate emerged as a predictor of DIT, with odds ratio of 0.83 (95% confidence interval, 0.75-0.91) of DIT within 25 minutes per 10% absolute increase in ED occupancy rate. The secondary analysis estimated that ED operational factors accounted for nearly 14% of the algorithm's prediction of DIT.

CONCLUSIONS

ED crowding is associated with reduced odds of meeting DIT goals for acute stroke. In addition to improving stroke-specific processes of care, efforts to reduce ED overcrowding should be considered central to optimizing the timeliness of acute stroke care.

摘要

背景与目的

国家指南要求疑似急性卒中患者的门到影像检查时间(DIT)在25分钟内。研究影响DIT的因素主要集中在卒中特异性护理流程和患者特异性因素上。我们假设急诊科(ED)拥挤与更长的DIT相关。

方法

我们对前瞻性卒中代码登记处连续1年的患者进行了回顾性调查,该登记处包括所有ED卒中团队启动的病例。从登记处和电子健康记录中提取了27个可能影响DIT的预测因素,包括患者、卒中护理流程和ED运营因素。我们拟合了一个多变量逻辑回归模型,并计算了优势比和95%置信区间。其次,我们构建了一个随机森林递归划分模型来交叉验证我们的发现,并探索每类预测因素的相对重要性。我们的主要结局是25分钟目标内DIT的二元变量。

结果

共有463例患者符合纳入标准。在回归模型中,ED占用率成为DIT的一个预测因素,ED占用率每绝对增加10%,25分钟内DIT的优势比为0.83(95%置信区间,0.75 - 0.91)。二次分析估计,ED运营因素占该算法对DIT预测的近14%。

结论

ED拥挤与急性卒中患者达到DIT目标的几率降低相关。除了改善卒中特异性护理流程外,减少ED过度拥挤的努力应被视为优化急性卒中护理及时性的核心。

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