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Informing Geospatial Toolset Design: Understanding the Process of Cancer Data Exploration and Analysis

机译:告知地理空间工具集设计:了解癌症数据探索和分析的过程

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摘要

There is an increasing need for new methods and tools that support knowledge construction from complex geospatial datasets related to public health. This study is part of a larger effort to develop, implement, and test such methods and tools. To be successful, the design of methods and tools must be grounded in a solid understanding of the work practices within the domain of use; the research reported here focuses on developing that understanding. We adopted a user-centered approach to toolset design where we investigated the work of cancer researchers and used the results of that investigation as inputs into the development of design guidelines for new geovisualization and spatial analysis tools. Specifically, we conducted key informant interviews focused on use, or potential use, of geographic information, methods, and tools and complemented this with a systematic analysis of published, peer-reviewed articles on geospatial cancer research. Results were used to characterize the typical process of analysis, to identify fundamental differences between intensive users of geospatial methods and infrequent users, and to outline key stages in analysis and tasks within the stages that methods and tools must support. Our findings inform design and implementation decisions for visual and analytic tools that support cancer prevention and control research and they provide insight into the processes used by cancer researchers for addressing the challenges of geographic factors in public health research and policy.
机译:人们越来越需要支持从与公共卫生相关的复杂地理空间数据集进行知识构建的新方法和工具。这项研究是开发,实施和测试此类方法和工具的一项较大工作的一部分。为了成功,方法和工具的设计必须以对使用领域内的工作实践有扎实的理解为基础;本文报道的研究重点在于发展这种理解。我们对工具集设计采用了以用户为中心的方法,在该工具包中,我们调查了癌症研究人员的工作,并将调查结果用作新地理可视化和空间分析工具的设计指南开发的输入。具体来说,我们进行了重要的线人访谈,重点是地理信息,方法和工具的使用或潜在使用,并通过对发表的,经同行评审的有关地理空间癌症研究的文章进行系统的分析来补充。结果用于表征典型的分析过程,确定地理空间方法的密集用户与不经常使用的用户之间的根本区别,并概述方法和工具必须支持的分析阶段的关键阶段和任务。我们的发现为支持癌症预防和控制研究的视觉和分析工具的设计和实施决策提供了依据,并为癌症研究人员用来应对公共卫生研究和政策中地理因素挑战的过程提供了见解。

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