通过信息质量战略引导数字化转型:来自军事组织的证据

IF 6.5 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE
Mylène Struijk, Spyros Angelopoulos, Carol X. J. Ou, Robert M. Davison
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引用次数: 5

摘要

使用数字技术从各种数据源中提取信息可以帮助组织减少不确定性并改进决策。然而,数据的数量、速度和种类不断增加,在确保高水平的信息质量(IQ)方面可能会带来重大风险和挑战。由于数字化前组织在数字技术和智商治理方面的经验有限,它们可能特别容易受到这些挑战的影响。我们采用了一种融入理论的干预主义研究方法,通过关注智商来帮助数字化前的跨国军事组织进行数字化转型(DT)。我们通过借鉴组织信息处理理论,研究智商水平如何影响信息处理需求和能力之间的平衡,设计并实施智商策略(IQS)。我们证明,综合了技术和IQ治理解决方案的IQS可以支持组织设定DT的范围,降低员工对变革的抵抗力,提高他们的满意度,同时提高组织效率。我们的工作强调了IQ在数字时代的重要性,并描绘了数字化前的组织如何通过战略性地解决IQ问题来驾驭DT。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Navigating digital transformation through an information quality strategy: Evidence from a military organisation

Navigating digital transformation through an information quality strategy: Evidence from a military organisation

The use of digital technologies for extracting information from various data sources can help organisations to reduce uncertainty and improve decision-making. The increasing availability in volume, velocity, and variety of data, however, can give rise to significant risks and challenges in ensuring a high level of information quality (IQ). Pre-digital organisations can be particularly susceptive to such challenges due to their limited experience with digital technologies and IQ governance. We adopt a theory-infused interventionist research approach to assist a pre-digital multinational military organisation in navigating its digital transformation (DT) by focusing on IQ. We design and implement an IQ strategy (IQS) by drawing upon organisational information processing theory and examining how the level of IQ can affect the balance between information processing requirements and capacity. We demonstrate that an IQS that incorporates both technological, as well as IQ governance solutions, can support organisations in setting the scope of their DT, decreasing employees' resistance to change, and increasing their satisfaction, while concurrently improving organisational efficiency. Our work stresses the importance of IQ in the digital era and delineates how pre-digital organisations can navigate DT by strategically addressing IQ.

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来源期刊
Information Systems Journal
Information Systems Journal INFORMATION SCIENCE & LIBRARY SCIENCE-
CiteScore
14.60
自引率
7.80%
发文量
44
期刊介绍: The Information Systems Journal (ISJ) is an international journal promoting the study of, and interest in, information systems. Articles are welcome on research, practice, experience, current issues and debates. The ISJ encourages submissions that reflect the wide and interdisciplinary nature of the subject and articles that integrate technological disciplines with social, contextual and management issues, based on research using appropriate research methods.The ISJ has particularly built its reputation by publishing qualitative research and it continues to welcome such papers. Quantitative research papers are also welcome but they need to emphasise the context of the research and the theoretical and practical implications of their findings.The ISJ does not publish purely technical papers.
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