Data modeling with dashboards: opportunities and challenges

Djordje M. Kadijevich
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Abstract

Visualizing data about social phenomena has been supported by many important institutions, such as OECD and the World Bank. Although there are several recent papers on data visualization in statistics education, studies on data modeling by interactive displays are rare, especially when dashboards are used. After an examination of data modeling and dashboards, this paper discusses the main opportunities and challenges of data modeling with dashboards, and gives possible reasons for these challenges. This contribution is based on a review of multidisciplinary literature. A summary of findings relevant to statistics education is given in the closing section.
使用仪表板进行数据建模:机遇与挑战
将社会现象的数据可视化得到了许多重要机构的支持,如经合组织和世界银行。虽然最近有一些关于统计教育中的数据可视化的论文,但通过交互式显示进行数据建模的研究很少,特别是当使用仪表板时。在研究了数据建模和仪表板之后,本文讨论了使用仪表板进行数据建模的主要机会和挑战,并给出了这些挑战的可能原因。这一贡献是基于对多学科文献的回顾。在最后一节给出了与统计教育相关的调查结果摘要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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