A picture paints a thousand words: supporting organizational learning in the emergency services with data visualization

D. Holdsworth, A. Zagorecki
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Abstract

Purpose This study aims to examine the use of data visualization as a tool to support practitioner-led organizational learning within the emergency services. The authors investigate how data visualization can support visual communication and the analysis of emergency response data to promote system improvement. Design/methodology/approach The authors investigate if communication data, presented as node-link diagrams, can be understood and evaluated by firefighters. Objective understanding of the communication network is measured quantitatively, while subject judgement of the emergency response system is measured qualitatively and compared to prior system evaluation outcomes. The authors compare different data visualization layouts and assess their value in supporting practitioner evaluation of emergency response systems. Findings The authors find that while firefighters are largely unfamiliar with their use, data visualizations function as a tool for visual communication and analysis. The authors identify the importance of visualization design and the difficulty in representing characteristics of a dynamic network within static diagrams. The authors also find some correlation between layout design and how respondents interpret visual data. Originality/value Results demonstrate the value of data visualization to support practitioner-led organizational learning and suggest future work to support the development of emergency response management.
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一图胜千言:用数据可视化支持应急服务的组织学习
目的本研究旨在检验数据可视化作为一种工具的使用,以支持急诊服务中由医生主导的组织学习。作者研究了数据可视化如何支持可视化通信和应急响应数据分析,以促进系统改进。设计/方法/方法作者调查了以节点链接图形式呈现的通信数据是否可以被消防员理解和评估。对通信网络的客观认识是定量测量的,而对应急响应系统的主体判断是定性测量的,并与先前的系统评估结果进行比较。作者比较了不同的数据可视化布局,并评估了它们在支持从业者评估应急响应系统中的价值。研究结果:作者发现,尽管消防员在很大程度上不熟悉它们的使用,但数据可视化作为视觉交流和分析的工具。作者确定了可视化设计的重要性和在静态图中表示动态网络特征的困难。作者还发现布局设计与受访者如何解释视觉数据之间存在一定的相关性。独创性/价值结果证明了数据可视化在支持从业者主导的组织学习方面的价值,并为支持应急响应管理发展的未来工作提出了建议。
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