组织决策与分析：仪表盘可视化实验研究

IF 8.2 2区管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS

Information & Management Pub Date : 2024-07-29 DOI:10.1016/j.im.2024.104011

Sara Hjelle , Patrick Mikalef , Najwa Altwaijry , Vinit Parida

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引用次数: 0

摘要

尽管分析已成为一种普遍做法，但我们对仪表盘如何影响决策者以及它们通过何种机制促进决策制定仍然知之甚少。在这项研究中，我们采用了基于实验的模拟可视化方法，并招募了 524 名参与者，将他们分为两组（A 组和 B 组），每组的可视化效果各不相同。我们发现，A 组和 B 组的信息通过降低任务复杂度和提高信息满意度间接影响了决策质量。我们的研究结果有助于更好地理解信息质量的视觉呈现对仪表盘可视化的作用。

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Organizational decision making and analytics: An experimental study on dashboard visualizations

Although analytics have become a widespread practice, we still have minimal knowledge about how dashboards influence decision-makers and through what mechanisms they enhance decision making. In this study, we built on an experiment-based approach with mock-up visualizations and recruited 524 participants, who were divided into two groups (A and B) with variations in their visualizations. We found that the format, currency, and completeness of information indirectly affect decision making quality by reducing the perceived task complexity and enhancing information satisfaction. Our results contribute to a better understanding of the role of visual representation of information quality on dashboard visualizations.

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来源期刊

Information & Management 工程技术-计算机：信息系统

CiteScore

17.90

自引率

6.10%

发文量

123

审稿时长

1 months

期刊介绍： Information & Management is a publication that caters to researchers in the field of information systems as well as managers, professionals, administrators, and senior executives involved in designing, implementing, and managing Information Systems Applications.