Customer Value Co-Creation Based on Citespace and LDA Topic Modeling: A Literature Study
摘要: 在激烈的市场竞争中,企业发现与顾客共同创造价值非常重要。然而,研究顾客价值共创的领域非常广泛且复杂。本文首先回顾了顾客价值共创的定义和概念,并利用LDA主题模型和Citespace软件分析2008—2023年533篇关于顾客价值共创的文献。关键词聚类结果表明品牌共创、服务主导逻辑、共创行为、虚拟社区、公共服务和价值共毁是当前研究的主要内容。本文使用LDA主题模型对文献摘要进行分析,研究主题包括品牌导向和美学、顾客满意度与关系、创业者与经理的视角、定量方法和数据研究、价值和忠诚度以及转型性共创六个方面。最后,本文对研究结果进行了讨论,并提出未来研究的方向和建议,以促进顾客价值共创领域的发展。
Abstract: Enterprises are getting awareness of the significance of co-creating value with customers in such a competitive market. However, the field of customer value co-creation is broad and complex. This article reviews the defi nitions and concepts of customer value co-creation. 533 articles on customer value co-creation from 2008 to 2023 are analyzed through LDA topic modeling and Citespace software. The keyword clustering results indicate that the current research focuses on brand co-creation, service-dominant logic, co-creation behaviors, virtual communities, public services, and value co-destruction primarily. The article employs LDA topic modeling to analyze abstracts, covering the following six themes: brand orientation and aesthetics, customer satisfaction and relationships, perspectives of entrepreneurs and managers, quantitative methods and data research, value and loyalty, and transformative co-creation. In the end, the study proposes future research directions and recommendations to advance the customer value co-creation.
[V1] | 2024-11-14 16:59:23 | PSSXiv:202411.01008V1 | 下载全文 |
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