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

IF 8.2 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Sara Hjelle , Patrick Mikalef , Najwa Altwaijry , Vinit Parida
{"title":"Organizational decision making and analytics: An experimental study on dashboard visualizations","authors":"Sara Hjelle ,&nbsp;Patrick Mikalef ,&nbsp;Najwa Altwaijry ,&nbsp;Vinit Parida","doi":"10.1016/j.im.2024.104011","DOIUrl":null,"url":null,"abstract":"<div><p>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 <em>format, currency</em>, and <em>completeness</em> 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.</p></div>","PeriodicalId":56291,"journal":{"name":"Information & Management","volume":"61 6","pages":"Article 104011"},"PeriodicalIF":8.2000,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0378720624000934/pdfft?md5=3265e2f8c1ae6e370cd2f749cf2e217c&pid=1-s2.0-S0378720624000934-main.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Information & Management","FirstCategoryId":"91","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0378720624000934","RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, INFORMATION SYSTEMS","Score":null,"Total":0}
引用次数: 0

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.

组织决策与分析:仪表盘可视化实验研究
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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Information & Management
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.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信