UCHealth, Aurora, Colorado, USA.
Department of Clinical Pharmacy, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA.
J Am Med Inform Assoc. 2023 Aug 18;30(9):1516-1525. doi: 10.1093/jamia/ocad109.
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.
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.
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).
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.
比较 2 种临床决策支持(CDS)工具在避免心力衰竭(HF)患者开具非甾体抗炎药(NSAIDs)方面的有效性:一种是“商业化”的,另一种是本地“定制化”的提醒。
我们进行了一项回顾性队列研究,涉及在大型综合医疗系统中实施的 2 种 CDS 工具。商业化的 CDS 工具是根据第三方药物内容和电子病历供应商规范设计的。定制的 CDS 工具经过了以实施科学原则为指导的以用户为中心的设计过程,并得到了跨学科团队的投入。定制的 CDS 工具取代了商业化的 CDS 工具。数据通过分析报告和手动图表审查从电子健康记录中收集。主要结果是有效性,定义为临床医生是否改变行为并不开具 NSAID。
评估了随机抽取的 366 个警报(每个 CDS 工具 183 个),代表 355 个独特的患者。商业化的 CDS 工具对 172 名患者中的 7 名(4%)有效,而定制的 CDS 工具对 183 名患者中的 81 名(44%)有效。在调整年龄、慢性肾脏病、射血分数、NYHA 分级、同时开具阿片类药物或对乙酰氨基酚、就诊类型(住院或门诊)和临床医生专业后,定制警报的有效性是商业化警报的 24.3 倍(OR:24.3,CI:10.20-58.06)。
投入额外资源定制 CDS 工具可使 CDS 工具在减少 HF 患者 NSAID 处方总数方面比商业化的 CDS 工具更有效。