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Comparative effectiveness of generic commercial versus locally customized clinical decision support tools to reduce prescription of nonsteroidal anti-inflammatory drugs for patients with heart failure

医学 药方 临床决策支持系统 返工 电子健康档案 医疗急救 急诊医学 决策支持系统 药理学 医疗保健 计算机科学 数据挖掘 嵌入式系统 经济 经济增长
作者
Courtney Shakowski,Robert L. Page,Garth Wright,Cali Lunowa,Clyde Marquez,Krithika Suresh,Larry A. Allen,Russel E Glasgow,Chen‐Tan Lin,A Wick,Katy E. Trinkley
出处
期刊:Journal of the American Medical Informatics Association [Oxford University Press]
卷期号:30 (9): 1516-1525 被引量:1
标识
DOI:10.1093/jamia/ocad109
摘要

Abstract Objective To compare the effectiveness of 2 clinical decision support (CDS) tools to avoid prescription of nonsteroidal anti-inflammatory drugs (NSAIDs) in patients with heart failure (HF): a “commercial” and a locally “customized” alert. Methods We conducted a retrospective cohort study of 2 CDS tools implemented within a large integrated health system. The commercial CDS tool was designed according to third-party drug content and EHR vendor specifications. The customized CDS tool underwent a user-centered design process informed by implementation science principles, with input from a cross disciplinary team. The customized CDS tool replaced the commercial CDS tool. Data were collected from the electronic health record via analytic reports and manual chart review. The primary outcome was effectiveness, defined as whether the clinician changed their behavior and did not prescribe an NSAID. Results A random sample of 366 alerts (183 per CDS tool) was evaluated that represented 355 unique patients. The commercial CDS tool was effective for 7 of 172 (4%) patients, while the customized CDS tool was effective for 81 of 183 (44%) patients. After adjusting for age, chronic kidney disease, ejection fraction, NYHA class, concurrent prescription of an opioid or acetaminophen, visit type (inpatient or outpatient), and clinician specialty, the customized alerts were at 24.3 times greater odds of effectiveness compared to the commercial alerts (OR: 24.3 CI: 10.20–58.06). Conclusion Investing additional resources to customize a CDS tool resulted in a CDS tool that was more effective at reducing the total number of NSAID orders placed for patients with HF compared to a commercially available CDS tool.

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