Facilitators and Barriers to Interacting With Clinical Decision Support in the ICU: A Mixed-Methods Approach.

Adrian Wong, Lucas A Berenbrok, Lauren Snader, Yu Hyeon Soh, Vishakha K Kumar, Muhammad Ali Javed, David W Bates, Lauren R Sorce, Sandra L Kane-Gill
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Abstract

Objectives: Clinical decision support systems (CDSSs) are used in various aspects of healthcare to improve clinical decision-making, including in the ICU. However, there is growing evidence that CDSS are not used to their full potential, often resulting in alert fatigue which has been associated with patient harm. Clinicians in the ICU may be more vulnerable to desensitization of alerts than clinicians in less urgent parts of the hospital. We evaluated facilitators and barriers to appropriate CDSS interaction and provide methods to improve currently available CDSS in the ICU.

Design: Sequential explanatory mixed-methods study design, using the BEhavior and Acceptance fRamework.

Setting: International survey study.

Patient/subjects: Clinicians (pharmacists, physicians) identified via survey, with recent experience with clinical decision support.

Interventions: An initial survey was developed to evaluate clinician perspectives on their interactions with CDSS. A subsequent in-depth interview was developed to further evaluate clinician (pharmacist, physician) beliefs and behaviors about CDSS. These interviews were then qualitatively analyzed to determine themes of facilitators and barriers with CDSS interactions.

Measurements and main results: A total of 48 respondents completed the initial survey (estimated response rate 15.5%). The majority believed that responding to CDSS alerts was part of their job (75%) but felt they experienced alert fatigue (56.5%). In the qualitative analysis, a total of five facilitators (patient safety, ease of response, specificity, prioritization, and feedback) and four barriers (excess quantity, work environment, difficulty in response, and irrelevance) were identified from the in-depth interviews.

Conclusions: In this mixed-methods survey, we identified areas that institutions should focus on to improve appropriate clinician interactions with CDSS, specific to the ICU. Tailoring of CDSS to the ICU may lead to improvement in CDSS and subsequent improved patient safety outcomes.

Abstract Image

促进因素和障碍相互作用与临床决策支持在ICU:混合方法的方法。
目的:临床决策支持系统(cdss)用于医疗保健的各个方面,以改善临床决策,包括在ICU。然而,越来越多的证据表明,CDSS没有充分发挥其潜力,经常导致警觉疲劳,这与患者伤害有关。ICU的临床医生可能比医院非紧急部门的临床医生更容易受到警报脱敏的影响。我们评估了适当的CDSS相互作用的促进因素和障碍,并提供了改进ICU目前可用的CDSS的方法。设计:顺序解释混合方法研究设计,使用行为和接受框架。设置:国际调查研究。患者/受试者:通过调查确定的临床医生(药剂师、医生),近期具有临床决策支持经验。干预措施:一项初步调查是为了评估临床医生对其与CDSS相互作用的看法。随后进行了深入访谈,以进一步评估临床医生(药剂师、医生)对CDSS的信念和行为。然后对这些访谈进行定性分析,以确定CDSS相互作用的促进因素和障碍的主题。测量和主要结果:共有48名受访者完成了初步调查(估计回复率为15.5%)。大多数人认为响应CDSS警报是他们工作的一部分(75%),但感觉他们经历了警报疲劳(56.5%)。在定性分析中,从深度访谈中共确定了五个促进因素(患者安全、易于反应、特异性、优先级和反馈)和四个障碍(数量过多、工作环境、反应困难和不相关)。结论:在这项混合方法的调查中,我们确定了机构应该关注的领域,以改善临床医生与CDSS的适当互动,特别是在ICU。为ICU量身定制CDSS可能会改善CDSS并随后改善患者安全结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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