A Scoping Review of the Digital Transformation Literature Using Scientometric Analysis

IF 7.4 3区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Ziboud Van Veldhoven, Vedavyas Etikala, Alexandre Goossens, J. Vanthienen
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引用次数: 3

Abstract

Digital transformation is the rapidly expanding research field dealing with the increased impact of digital technologies on both business and society. Due to the large number of papers and the semantic ambiguity surrounding the terminology, covering such a broad topic is difficult. To help researchers gain a better understanding of the knowledge structure of the research field, we conduct a scoping review using scientometrics. We searched for publications dealing with digital transformation on both Scopus and Web of Science. We downloaded their bibliometric data and thoroughly merged and cleaned it using lemmatization and stemmatization. This dataset was analyzed using VOSviewer to create co-author networks and co-word occurrence graphs of the titles, abstracts, and keywords. We also visualized the growth of the research field and retrieved the top conferences and journals based on the number of papers and the number of citations. K-means clustering was performed on the abstracts and keywords to find similar research focuses. These findings highlight the broad scope of the research field, the ambiguity of the terminology, the lack of collaboration, and the absence of research into the impact of digital transformation on society. Moving forward, more research needs to be done to establish the boundaries of digital transformation and to investigate the importance of society in this phenomenon.
利用科学计量分析对数字化转型文献进行范围审查
数字化转型是一个快速发展的研究领域,涉及数字技术对商业和社会的日益增长的影响。由于大量的论文和围绕术语的语义歧义,覆盖如此广泛的主题是困难的。为了帮助研究人员更好地了解研究领域的知识结构,我们使用科学计量学进行了范围评估。我们在Scopus和Web of Science上搜索了有关数字化转型的出版物。我们下载了他们的文献计量学数据,并使用词源化和词源化进行了彻底的合并和整理。使用VOSviewer对该数据集进行分析,以创建标题、摘要和关键词的合著者网络和共词出现图。我们还可视化了研究领域的增长,并根据论文数量和引用次数检索了顶级会议和期刊。对摘要和关键词进行K-means聚类,寻找相似的研究重点。这些发现突出了研究领域的广泛范围、术语的模糊性、缺乏合作以及缺乏对数字化转型对社会影响的研究。展望未来,需要做更多的研究来建立数字化转型的边界,并调查社会在这一现象中的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Business & Information Systems Engineering
Business & Information Systems Engineering Computer Science-Information Systems
CiteScore
13.60
自引率
7.60%
发文量
44
审稿时长
3 months
期刊介绍: Business & Information Systems Engineering (BISE) is a double-blind peer-reviewed journal with a primary focus on the design and utilization of information systems for social welfare. The journal aims to contribute to the understanding and advancement of information systems in ways that benefit societal well-being.
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