组织决策与分析:关于仪表盘可视化的实验研究

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

INFORMATION & MANAGEMENT · 2024
被引 19
人大 A-ABS 3

中文导读

通过524人的实验,研究了仪表盘可视化中信息的格式、时效性和完整性如何通过降低任务复杂度和提升信息满意度来间接影响决策质量。

Abstract

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.

决策支持系统可视化分析信息质量人机交互