Clinical Decision Support Enhanced by User Acceptance Testing to Promote Situational Awareness for Pediatric Patients with a Difficult Airway.

IF 2.2 2区 医学 Q4 MEDICAL INFORMATICS
Applied Clinical Informatics Pub Date : 2025-08-01 Epub Date: 2025-06-12 DOI:10.1055/a-2632-9337
Megan Dahl, Sarah Thompson, Jerry Chih, Swaminathan Kandaswamy, Evan Orenstein, Justin B Long
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引用次数: 0

Abstract

Children with a difficult airway are at high risk of decompensation in the setting of respiratory distress. Situational awareness among all team members, and a shared plan in case of an emergency, can reduce the chance of catastrophic outcomes.This study aimed to improve difficult airway situational awareness while minimizing alert burden in a quaternary care pediatric healthcare system through the application of clinical decision support (CDS).Three iterative designs were developed and implemented from 2015 through 2023. We measured interruptive alert burden and performed observations between each implementation to estimate point prevalence among hospitalized patients with a difficult airway of three desired behaviors: presence of a difficult airway sign at the head of the bed, orders placed for appropriate equipment nearby, and primary nurse awareness of the difficult airway.Over the course of the redesign, the alert burden decreased from 12,316 firings per month to 125 firings per month from the first alert to the second redesign and final iteration. There was a statistically significant increase in the proportion of difficult airway patients with orders for appropriate equipment from 51.4 to 83.9% (p < 0.001). There was no significant change in difficult airway sign placement (71.4-87.1%, p = 0.29) or observed nurse awareness of difficult airway status of the patient (80.0-87.1%, p = 0.447). The greatest improvements in alert burden and rates of desired user action occurred after redesigning based on usability testing.CDS redesign using popular frameworks alone reduced alert burden without significantly worsening situational awareness. Redesign through guerilla in situ usability testing led to much more substantial reductions in alert burden and greater improvements in desired user action.

通过用户接受度测试增强临床决策支持,促进儿童气道困难患者的情境意识。
背景:呼吸道困难的儿童在呼吸窘迫的情况下有较高的失代偿风险。所有团队成员之间的态势感知,以及在紧急情况下的共享计划,可以减少灾难性结果的可能性。方法我们开发了临床决策支持(CDS),以改善困难的气道态势感知,同时最大限度地减少警报负担。从2015年到2023年,开发并实施了三种迭代设计。我们测量了中断警报负担,并在每次实施之间进行观察,以估计三种期望行为在气道困难的住院患者中的点患病率:床头存在气道困难标志,附近放置适当设备的订单,以及初级护士对气道困难的认识。结果在重新设计过程中,从第一次警报到第二次重新设计和最终迭代,警报负担从每月12,316次减少到每月125次。气道困难患者订购适当设备的比例从51.4%增加到83.9%,有统计学意义
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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.
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