Resident-Driven Clinical Decision Support Governance to Improve the Utility of Clinical Decision Support

IF 2.1 2区 医学 Q4 MEDICAL INFORMATICS Applied Clinical Informatics Pub Date : 2024-05-01 DOI:10.1055/s-0044-1786682
Kristin N. Sheehan, Anthony L. Cioci, Tomas M. Lucioni, Sean M. Hernandez
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Abstract

Objectives This resident-driven quality improvement project aimed to better understand the known problem of a misaligned clinical decision support (CDS) strategy and improve CDS utilization.

Methods An internal survey was sent to all internal medicine (IM) residents to identify the most bothersome CDS alerts. Survey results were supported by electronic health record (EHR) data of CDS firing rates and response rates which were collected for each of the three most bothersome CDS tools. Changes to firing criteria were created to increase utilization and to better align with the five rights of CDS. Findings and proposed changes were presented to our institution's CDS Governance Committee. Changes were approved and implemented. Postintervention firing rates were then collected for 1 week.

Results Twenty nine residents participated in the CDS survey and identified sepsis alerts, lipid profile reminders, and telemetry renewals to be the most bothersome alerts. EHR data showed action rates for these CDS as low as 1%. We implemented changes to focus emergency department (ED)-based sepsis alerts to the right provider, better address the right information for lipid profile reminders, and select the right time in workflow for telemetry renewals to be most effective. With these changes we successfully eliminated ED-based sepsis CDS reminders for IM providers, saw a 97% reduction in firing rates for the lipid profile CDS, and noted a 55% reduction in firing rates for telemetry CDS.

Conclusion This project highlighted that alert improvements spearheaded by resident teams can be completed successfully using robust CDS governance strategies and can effectively optimize interruptive alerts.

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居民驱动的临床决策支持治理,提高临床决策支持的效用
目标 该项目由住院医师推动,旨在更好地了解临床决策支持(CDS)策略失调这一已知问题,并提高 CDS 的利用率。方法 向所有内科(IM)住院医师发出内部调查,以确定最令人烦恼的 CDS 警报。调查结果得到了电子健康记录 (EHR) 数据的支持,即针对三种最令人烦恼的 CDS 工具分别收集的 CDS 触发率和响应率。为提高使用率并更好地与 CDS 的五项权利保持一致,我们对解雇标准进行了修改。调查结果和修改建议已提交给本机构的 CDS 管理委员会。修改意见获得批准并付诸实施。随后,对干预后的解雇率进行了为期一周的收集。结果 29 名住院医师参与了 CDS 调查,并发现败血症警报、血脂分析提醒和遥测更新是最令人烦恼的警报。电子病历数据显示,这些 CDS 的执行率低至 1%。我们进行了改革,将基于急诊科(ED)的脓毒症警报集中发送给正确的医疗服务提供者,更好地处理血脂档案提醒的正确信息,并在工作流程中为遥测更新选择最有效的正确时间。通过这些改变,我们成功地消除了 IM 医疗服务提供者基于急诊室的脓毒症 CDS 提醒,将血脂分析 CDS 的触发率降低了 97%,并注意到遥测 CDS 的触发率降低了 55%。结论 该项目突出表明,由住院医师团队牵头的警报改进工作可以利用强大的 CDS 治理策略成功完成,并能有效优化中断警报。
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来源期刊
Applied Clinical Informatics
Applied Clinical Informatics MEDICAL INFORMATICS-
CiteScore
4.60
自引率
24.10%
发文量
132
期刊介绍: ACI is the third Schattauer journal dealing with biomedical and health informatics. It perfectly complements our other journals Öffnet internen Link im aktuellen FensterMethods of Information in Medicine and the Öffnet internen Link im aktuellen FensterYearbook of Medical Informatics. The Yearbook of Medical Informatics being the “Milestone” or state-of-the-art journal and Methods of Information in Medicine being the “Science and Research” journal of IMIA, ACI intends to be the “Practical” journal of IMIA.
期刊最新文献
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