Emerging trends in social media marketing: a retrospective review using data mining and bibliometric analysis

IF 2.9 Q2 BUSINESS Future Business Journal Pub Date : 2024-02-15 DOI:10.1186/s43093-024-00308-6
Abu Bashar, Mohammad Wasiq, Brighton Nyagadza, Eugine Tafadzwa Maziriri
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Abstract

The study conducts a comprehensive retrospective analysis of the social media marketing literature along with text mining and bibliometric analysis using data obtained from the Scopus database. The analysis is conducted for the literature published during 2007–2022 using VOSviewer application and Biblioshiny. The analysis revealed the publication trend and emerging themes in the research landscape of social media marketing. This study has pointed towards important theoretical and practical implications pertaining to the social media marketing. It contributes to the understanding of social media marketing research by identifying and listing the best journal, authors, country, documents, most occurred words, social and intellectual structure, and emerging research trends. The results revealed that social media marketing research is at the focal point of the researchers throughout the word. This study found that there are lack of studies from firm perspective especially small retailers; adoption of disruptive technologies such as AI, ML and block chain and its impact need more exploration.

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社交媒体营销的新趋势:利用数据挖掘和文献计量分析进行的回顾性研究
本研究利用从 Scopus 数据库中获取的数据,对社交媒体营销文献进行了全面的回顾性分析,同时还进行了文本挖掘和文献计量分析。使用 VOSviewer 应用程序和 Biblioshiny 对 2007-2022 年间发表的文献进行了分析。分析揭示了社交媒体营销研究领域的出版趋势和新兴主题。本研究指出了社交媒体营销的重要理论和实践意义。它通过识别和列出最佳期刊、作者、国家、文献、最常出现的词、社会和知识结构以及新兴研究趋势,有助于理解社交媒体营销研究。研究结果表明,社交媒体营销研究是全世界研究人员关注的焦点。本研究发现,缺乏从企业角度尤其是小型零售商角度进行的研究;人工智能、ML 和区块链等颠覆性技术的采用及其影响需要更多探索。
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来源期刊
自引率
14.70%
发文量
53
审稿时长
9 weeks
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