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绘制社交媒体错误信息的版图:对全球研究的科学计量学探索

Mapping the terrain of social media misinformation: A scientometric exploration of global research.

作者信息

Wang Jian, Zhai Yujia, Shahzad Fakhar

机构信息

College of Economics and Management, Zhengzhou University of Light Industry, Zhengzhou, China.

Research Institute of Business Analytics and Supply Chain Management, College of Management, Shenzhen University, Shenzhen, China.

出版信息

Acta Psychol (Amst). 2025 Feb;252:104691. doi: 10.1016/j.actpsy.2025.104691. Epub 2025 Jan 7.

Abstract

The rise of social media has enabled unrestricted information sharing, regardless of its accuracy. Unfortunately, this has also resulted in the widespread dissemination of misinformation. This study aims to provide a comprehensive scientometric analysis under the PRISMA paradigm to clarify the repetitive trajectory of misinformation on social media in the current digital age. In this study, 3724 publications on social media misinformation from the Web of Science between January 2010 and February 2024 were analyzed scientifically and metrically using CiteSpace software. The findings reveal a sharp increase in annual publication output starting from 2015. The United States of America and China have made more significant contributions in publication volume and global collaborations than other nations. The top five keywords with high frequency are social media, fake news, information, misinformation, and news. In contrast to a brief review of existing articles, this study provides an exhaustive review of annual scientific research output, journals, countries, institutions, contributors, highly cited papers, and keywords in social media misinformation research. The developmental stages of social media misinformation research are charted, current hot topics are discussed, and avenues for future research are suggested.

摘要

社交媒体的兴起使得信息能够不受限制地分享,无论其准确性如何。不幸的是,这也导致了错误信息的广泛传播。本研究旨在在PRISMA范式下进行全面的科学计量分析,以厘清当前数字时代社交媒体上错误信息的重复轨迹。在本研究中,使用CiteSpace软件对2010年1月至2024年2月期间来自科学网的3724篇关于社交媒体错误信息的出版物进行了科学和计量分析。研究结果显示,自2015年起年度出版物产出急剧增加。美利坚合众国和中国在出版物数量和全球合作方面比其他国家做出了更显著的贡献。高频出现的前五个关键词是社交媒体、假新闻、信息、错误信息和新闻。与对现有文章的简要综述不同,本研究对社交媒体错误信息研究的年度科研产出、期刊、国家、机构、贡献者、高被引论文和关键词进行了详尽综述。绘制了社交媒体错误信息研究的发展阶段,讨论了当前的热门话题,并提出了未来研究的方向。

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