Tseng Eva, Stein Ariella, Wang Nae-Yuh, Mathioudakis Nestoras N, Yeh Hsin-Chieh, Maruthur Nisa M
Division of General Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland.
Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, Maryland.
AJPM Focus. 2024 Oct 15;3(6):100287. doi: 10.1016/j.focus.2024.100287. eCollection 2024 Dec.
The authors evaluated whether an electronic health record clinical decision support system improves diabetes screening across a health system.
Study population included adults without diabetes attending a visit at 27 primary care clinics. Outcomes included the monthly screening laboratory order rate and completion rate among eligible patient visits. The authors performed logistic regression using a generalized estimating equations model and interrupted time series analysis to evaluate the change in the outcome from baseline to implementation and postimplementation periods.
From the baseline to postimplementation period, screening laboratory order rates increased from 53% to 66%, and completion rates increased from 46% to 54%, respectively. The odds of laboratory order and completion increased significantly from the baseline to postimplementation period (test order: OR=3.7; 95% CI=3.4, 4.1, <0.001; test completion: OR=2.1; 95% CI=2.0, 2.3, <0.001). In the interrupted time series analysis, laboratory order and completion rates increased significantly from the baseline period (<0.001 for both).
The authors developed and implemented a clinical decision support system alert that automatically identifies eligible patients and facilitates single-click ordering of a diabetes screening test. An easily implementable and scalable clinical decision support system alert can improve diabetes screening.
作者评估了电子健康记录临床决策支持系统是否能改善整个医疗系统的糖尿病筛查情况。
研究人群包括在27家初级保健诊所就诊的无糖尿病成年人。结局指标包括合格患者就诊时的每月筛查实验室检查医嘱开具率和完成率。作者使用广义估计方程模型进行逻辑回归,并采用中断时间序列分析来评估从基线期到实施期及实施后期结局指标的变化。
从基线期到实施后期,筛查实验室检查医嘱开具率分别从53%提高到66%,完成率从46%提高到54%。从基线期到实施后期,实验室检查医嘱开具和完成的几率显著增加(检查医嘱:比值比=3.7;95%置信区间=3.4, 4.1,P<0.001;检查完成:比值比=2.1;95%置信区间=2.0, 2.3,P<0.001)。在中断时间序列分析中,实验室检查医嘱开具率和完成率从基线期开始显著增加(两者P<0.001)。
作者开发并实施了一种临床决策支持系统警报,该警报可自动识别合格患者,并便于一键式开具糖尿病筛查检查。一种易于实施且可扩展的临床决策支持系统警报可以改善糖尿病筛查。