Loganathar Shanmugapriya, Toia Giuseppe V, Lubner Meghan G, Lee Matthew H
Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, WI; Department of Industrial and Systems Engineering, University of Wisconsin, Madison, WI.
Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, WI; Department of Medical Physics, University of Wisconsin School of Medicine and Public Health, Madison, WI.
Acad Radiol. 2025 Aug;32(8):4839-4852. doi: 10.1016/j.acra.2025.03.050. Epub 2025 Apr 18.
To identify the frequency and nature of messages, communication topics, and the contextual factors that lead to communication and potentially detrimental workflow interruptions via an electronic communication platform (ECP; WebEx) in a multi-subspecialty academic radiology practice.
In this retrospective sequential mixed methods quality improvement study, we performed quantitative analysis of WebEx messages from July 2022 to July 2023. Message frequency was determined across three daily timeframes corresponding to radiology coverage shifts. Structural topic modeling (STM) was used to identify common communication topics in WebEx. Semi-structured interviews with technologists and residents were performed to determine the context behind these topics. The Systems Engineering Initiative for Patient Safety (SEIPS) framework was used to analyze contextual factors influencing communication.
A total of 39,448 WebEx messages were analyzed. Timeframes with the highest frequency of messages were 7:30 AM-4:30 PM (4.2 messages/hr [SD 3.4]) and 4:30 PM-9:00 PM (4.2 messages/hr [SD 3.5]). Protocol-related questions were the most frequent topic (13%), followed by clarifications regarding allergy and contrast (7%), and exam appropriateness. 24 contextual factors influencing communication via WebEx were identified, including organizational factors (e.g., psychological safety, perceived workload), task characteristics (e.g., protocol complexity, time pressure), person characteristics (e.g., experience of technologists and residents), and physical environment (e.g., noise).
High electronic message volumes and unnecessary interruptions via low friction ECPs and ad hoc messaging negatively impact radiology workflows and could affect patient safety. Organizational communication protocols could reduce workflow disruption for radiologists and technologists. Optimizing ECP communication protocols by time of day and message type could also improve workflow efficiency, ultimately enhancing patient safety and productivity. Future implementation of targeted interventions using these data is warranted.
Human factors engineering strategies show that interruptions from high volume electronic communications that potentially have a negative impact on workflow, workload, and patient safety are contextual in nature. This study identifies targets for improved electronic communications in a busy academic radiology practice.
通过多专科的学术放射科实践中的电子通信平台(ECP;WebEx),确定信息的频率和性质、通信主题以及导致通信和潜在有害工作流程中断的背景因素。
在这项回顾性序贯混合方法质量改进研究中,我们对2022年7月至2023年7月期间的WebEx消息进行了定量分析。在与放射科值班班次相对应的三个每日时间段内确定消息频率。使用结构主题建模(STM)来识别WebEx中的常见通信主题。对技术人员和住院医师进行了半结构化访谈,以确定这些主题背后的背景。使用患者安全系统工程倡议(SEIPS)框架来分析影响通信的背景因素。
共分析了39448条WebEx消息。消息频率最高的时间段是上午7:30至下午4:30(4.2条消息/小时[标准差3.4])和下午4:30至晚上9:00(4.2条消息/小时[标准差3.5])。与协议相关的问题是最常见的主题(13%),其次是关于过敏和造影剂的澄清(7%)以及检查的适宜性。确定了24个影响通过WebEx进行通信的背景因素,包括组织因素(如心理安全、感知工作量)、任务特征(如协议复杂性、时间压力)、人员特征(如技术人员和住院医师的经验)以及物理环境(如噪音)。
通过低摩擦的ECP和临时消息传递产生的高电子消息量和不必要的中断对放射科工作流程产生负面影响,并可能影响患者安全。组织通信协议可以减少放射科医生和技术人员的工作流程中断。按一天中的时间和消息类型优化ECP通信协议也可以提高工作流程效率,最终提高患者安全和生产力。有必要利用这些数据在未来实施有针对性的干预措施。
人因工程策略表明,大量电子通信造成的中断对工作流程、工作量和患者安全可能产生负面影响,其本质上是与背景相关的。本研究确定了繁忙的学术放射科实践中改善电子通信的目标。