Scope and Impact of Visualization in Training Professionals in Academic Medicine

V. Bandi, Debajyoti Mondal, B. Thoma
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Abstract

Professional training often requires need-based scheduling and observation-based assessment. In this paper, we present a visualization platform for managing such training data in a medical education domain, where the learners are resident physicians and the educators are certified doctors. The system was developed through four focus groups with the residents and their educators over six major development iterations. We present how the professionals involved, nature of training, choice of the display devices, and the overall assessment process influenced the design of the visualizations. The final system was deployed as a web tool for the department of emergency medicine, and evaluated by both the residents and their educators in an uncontrolled longitudinal study. Our analysis of four months of user logs revealed interesting usage patterns consistent with real-life training events and showed an improvement in several key learning metrics when compared to historical values during the same study period. The users’ feedback showed that both educators and residents found our system to be helpful in real-life decision making. *e-mail: venkat.bandi@usask.ca †e-mail: d.mondal@usask.ca ‡e-mail: brent.thoma@usask.ca
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可视化在学术医学专业人员培训中的范围和影响
专业培训通常需要基于需求的日程安排和基于观察的评估。在本文中,我们提出了一个在医学教育领域管理此类培训数据的可视化平台,其中学习者是住院医生,教育者是认证医生。该系统是通过四个焦点小组与居民及其教育工作者在六次主要开发迭代中开发的。我们介绍了相关专业人员、培训性质、显示设备的选择以及整体评估过程如何影响可视化设计。最终的系统被部署为急诊医学部的网络工具,并由住院医生及其教育工作者在一项不受控制的纵向研究中进行了评估。我们对四个月用户日志的分析揭示了与现实训练事件一致的有趣使用模式,并显示与同一研究期间的历史值相比,几个关键学习指标有所改善。用户的反馈表明,教育工作者和居民都发现我们的系统对现实生活中的决策很有帮助*电子邮件:venkat.bandi@usask.ca†电子邮件:d.mondal@usask.ca†电子邮件:brent.thoma@usask.ca
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