首页|数据价值链的研究进展与未来展望——基于CiteSpace的可视化分析

数据价值链的研究进展与未来展望——基于CiteSpace的可视化分析

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数据价值链有助于企业利用数据创造价值、做出决策并推动自身发展,对数据价值链进行可视化研究可以把握研究领域整体脉络、丰富理论研究,为企业未来发展指明方向.为清晰了解数据价值链整体研究态势及其热点主题,以 2003-2024 年中国知网数据库收录的 188 篇关于数据价值链的文献为研究对象,利用CiteSpace软件的不同功能进行高被引文献分析、关键词共现及聚类分析、关键词时序及突现分析.结果表明,近几年该领域研究成果呈现稳定增长趋势,数据价值链框架不断完善,其研究经历了概念萌芽期、概念形成期和深化应用阶段.当前的研究热点是数据要素的价值增值与企业数字化转型,未来研究趋势将以数字化赋能推进全价值链提升为抓手,探索企业数字化转型路径.数字化转型与数据价值链的结合有利于企业数字化转型的系统性,为未来的理论研究以及实践探索提供一定的借鉴和参考.
Research Progress and Prospect of Data Value Chain——Visualization analysis based on CiteSpace
The data value chain helps enterprises leverage data to create value,make decisions,and drive their develop-ment.Conducting a visual study of the data value chain can provide a comprehensive understanding of the research landscape,enrich theoretical exploration,and guide future enterprise development.To clarify the overall research status and hot topics in the data value chain,this study analyzed 188 articles on the data value chain collected from the China National Knowledge In-frastructure(CNKI)database between 2003 and 2024.Using CiteSpace software,the research employed various functionalities for high citation analysis,keyword co-occurrence and clustering analysis,and keyword time series and emergence analysis.The results indicate that in recent years,the research output in this field has shown a stable growth trend,and the framework of the data value chain is continually being refined.The research has undergone stages of conceptual germination,conceptual forma-tion,and deepened application.The current hotspots of research focus on the value-added of data elements and the digital transformation of enterprises.Future research trends will center on using digital empowerment to promote enhancements across the entire value chain and explore pathways for enterprise digital transformation.The integration of digital transformation and the data value chain is beneficial for the systemic nature of enterprise digital transformation,providing certain references and in-sights for future theoretical research and practical exploration.

citespacedatavaluedata value chaindigital transformation

高喜珍、刘雅琦

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天津理工大学管理学院

Citespace 数据 价值 数据价值链 数字化转型

2024

价格理论与实践
中国价格协会

价格理论与实践

CSTPCDCHSSCD北大核心
影响因子:0.54
ISSN:1003-3971
年,卷(期):2024.(9)