Big Data Analytics Capability and Governmental Performance

IF 1.2 Q3 INFORMATION SCIENCE & LIBRARY SCIENCE International Journal of Electronic Government Research Pub Date : 2023-04-20 DOI:10.4018/ijegr.321638
G. Ongena, Arjen Davids
{"title":"Big Data Analytics Capability and Governmental Performance","authors":"G. Ongena, Arjen Davids","doi":"10.4018/ijegr.321638","DOIUrl":null,"url":null,"abstract":"Although governments are investing heavily in big data analytics, reports show mixed results in terms of performance. Whilst big data analytics capability provided a valuable lens in business and seems useful for the public sector, there is little knowledge of its relationship with governmental performance. This study aims to explain how big data analytics capability led to governmental performance. Using a survey research methodology, an integrated conceptual model is proposed highlighting a comprehensive set of big data analytics resources influencing governmental performance. The conceptual model was developed based on prior literature. Using a PLS-SEM approach, the results strongly support the posited hypotheses. Big data analytics capability has a strong impact on governmental efficiency, effectiveness, and fairness. The findings of this paper confirmed the imperative role of big data analytics capability in governmental performance in the public sector, which earlier studies found in the private sector. This study also validated measures of governmental performance.","PeriodicalId":44480,"journal":{"name":"International Journal of Electronic Government Research","volume":null,"pages":null},"PeriodicalIF":1.2000,"publicationDate":"2023-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Electronic Government Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.4018/ijegr.321638","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"INFORMATION SCIENCE & LIBRARY SCIENCE","Score":null,"Total":0}
引用次数: 0

Abstract

Although governments are investing heavily in big data analytics, reports show mixed results in terms of performance. Whilst big data analytics capability provided a valuable lens in business and seems useful for the public sector, there is little knowledge of its relationship with governmental performance. This study aims to explain how big data analytics capability led to governmental performance. Using a survey research methodology, an integrated conceptual model is proposed highlighting a comprehensive set of big data analytics resources influencing governmental performance. The conceptual model was developed based on prior literature. Using a PLS-SEM approach, the results strongly support the posited hypotheses. Big data analytics capability has a strong impact on governmental efficiency, effectiveness, and fairness. The findings of this paper confirmed the imperative role of big data analytics capability in governmental performance in the public sector, which earlier studies found in the private sector. This study also validated measures of governmental performance.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
大数据分析能力与政府绩效
尽管各国政府在大数据分析方面投入了大量资金,但报告显示,大数据分析的效果喜忧参半。虽然大数据分析能力为商业提供了一个有价值的视角,似乎对公共部门很有用,但人们对其与政府绩效的关系知之甚少。本研究旨在解释大数据分析能力如何导致政府绩效。采用调查研究方法,提出了一个综合的概念模型,突出了影响政府绩效的综合大数据分析资源。概念模型是在先前文献的基础上发展起来的。使用PLS-SEM方法,结果有力地支持假设。大数据分析能力对政府效率、有效性和公平性具有重要影响。本文的研究结果证实了大数据分析能力在公共部门政府绩效中的重要作用,早期的研究在私营部门也发现了这一点。这项研究还验证了政府绩效的衡量标准。
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 去求助
来源期刊
International Journal of Electronic Government Research
International Journal of Electronic Government Research INFORMATION SCIENCE & LIBRARY SCIENCE-
CiteScore
2.60
自引率
41.70%
发文量
35
期刊介绍: The International Journal of Electronic Government Research (IJEGR) is a peer-reviewed, multi-disciplinary, international journal that publishes high-quality, original research about electronic government. Electronic government is broadly defined within topics such as but not limited to the hardware and software technology, e-government adoption and diffusion, e-government policy, e-government planning and management, e-government applications, and e-government impacts. The journal also serves as a forum for scholars and practitioners to present theoretical and philosophical discussions on current issues relating to the practice of electronic government.
期刊最新文献
Antecedents to the Adoption of Digital Marketing by Start-Ups Under Startup-India and E-Governance Initiatives Role of Technological Innovation and Its Governance in Entrepreneurial Evolution Factors Affecting the Institutionalized Political Participation of Chinese Women Digital Literacy and E-Governance Adoption for Service Delivery in Cross River State Civil Service The Evolving Sanitation Entrepreneurial Ecosystem
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1