由大数据分析实现的组织敏捷性:信息系统能力视图

IF 7.4 3区管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE

Journal of Enterprise Information Management Pub Date : 2023-03-28 DOI:10.1108/jeim-03-2022-0077

Youyung Hyun, Jaehyun Park, Taro Kamioka, Younghoon Chang

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引用次数: 0

摘要

本研究旨在从信息系统(IS)能力的角度构建现有的关于组织敏捷性的知识，并综合大数据分析(BDA)如何实现敏捷性。设计/方法/方法本研究从IS能力的角度进行了系统的文献综述，并提供了一个综合框架，说明BDA如何通过IS能力的中介提高组织敏捷性。本系统的文献综述综合了已知的内容，并确定了有待进一步研究的内容，重点关注BDA能力与组织敏捷性之间的关系，这有助于BDA和敏捷性研究社区的学术表现。原创性/价值尽管关于BDA和敏捷性之间关系的文献越来越多，但对于BDA如何实现组织敏捷性的统一和系统的理解通常是缺失的。因此，本研究通过提出一个综合框架来解决这一差距，该框架阐明了BDA能力通过中介信息系统能力导致敏捷性的过程。

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Organizational agility enabled by big data analytics: information systems capabilities view

PurposeThe current study aims to structure the existing knowledge about organizational agility from the information systems (IS) capabilities view and synthesizes how agility is enabled by big data analytics (BDA).Design/methodology/approachThis study performs a systematic literature review with the lens of IS capabilities view and provides an integrative framework that represents how BDA improves organizational agility through the mediation of IS capabilities.FindingsThis systematic literature review synthesizes what is known and identifies what remains to be further studied with a focus on the relationship between BDA competency and organizational agility, which contributes to academic performance in BDA and agility research communities.Originality/valueDespite a growing body of literature on the relationship between BDA and agility, a consolidated and systematic understanding of how BDA can enable organizational agility is generally missing. Therefore, the current study addresses this gap by proposing an integrative framework that elucidates the processes in which BDA competency leads to agility through the mediation of IS capabilities.

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来源期刊

Journal of Enterprise Information Management Multiple-

CiteScore

14.80

自引率

6.20%

发文量

期刊介绍： The Journal of Enterprise Information Management (JEIM) is a significant contributor to the normative literature, offering both conceptual and practical insights supported by innovative discoveries that enrich the existing body of knowledge. Within its pages, JEIM presents research findings sourced from globally renowned experts. These contributions encompass scholarly examinations of cutting-edge theories and practices originating from leading research institutions. Additionally, the journal features inputs from senior business executives and consultants, who share their insights gleaned from specific enterprise case studies. Through these reports, readers benefit from a comparative analysis of different environmental contexts, facilitating valuable learning experiences. JEIM's distinctive blend of theoretical analysis and practical application fosters comprehensive discussions on commercial discoveries. This approach enhances the audience's comprehension of contemporary, applied, and rigorous information management practices, which extend across entire enterprises and their intricate supply chains.