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'Connecting the dots': leveraging visual analytics to make sense of patient safety event reports

机译:“连接点点滴滴”:利用可视化分析来理解患者安全事件报告

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摘要

An increasing number of healthcare providers are adopting patient safety event reporting systems, yet leveraging these data to improve safety remains a challenge, particularly with large datasets composed of thousands of event reports. A MedStar Health research team, with expertise in data analytics and human factors, developed intuitive visualization dashboards to facilitate data exploration and trend analysis. Dashboards were developed using an iterative design and development process that was end-user focused. A system level dashboard, representing data from multiple hospitals, and a hospital level dashboard were developed. The dashboards allowed users to directly manipulate the data, provided coordinated displays in different formats, and allowed users to quickly zoom in on specific variables of interest. Overall feedback was incredibly positive with nearly all users wanting to adopt the system immediately. Several improvements were suggested and are discussed. The success of this approach highlights the need for more intuitive data analysis tools.
机译:越来越多的医疗保健提供者正在采用患者安全事件报告系统,但是利用这些数据来提高安全性仍然是一个挑战,尤其是对于包含数千个事件报告的大型数据集而言。拥有数据分析和人为因素专业知识的MedStar Health研究团队开发了直观的可视化仪表板,以促进数据探索和趋势分析。仪表板是使用以最终用户为中心的迭代设计和开发过程来开发的。开发了代表多个医院数据的系统级仪表板和医院级仪表板。仪表板允许用户直接操作数据,提供不同格式的协调显示,并允许用户快速放大感兴趣的特定变量。几乎所有希望立即采用该系统的用户的总体反馈都是令人难以置信的积极。建议并讨论了一些改进。这种方法的成功凸显了对更直观的数据分析工具的需求。

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