有关教育领域 ChatGPT 出版物的文献计量分析:研究模式和主题

Marina R. Zheltukhina, O. V. Sergeeva, A. Masalimova, Roza L. Budkevich, N. N. Kosarenko, Georgy V. Nesterov
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引用次数: 0

摘要

本文旨在对教育研究中有关 ChatGPT 的出版物进行文献计量分析和全面概述。本研究还旨在展示文献计量结果,以解读 ChatGPT 在教育研究中应用的研究模式和主题。研究人员使用 VOSviewer 程序进行了文献计量分析,并确定了 Scopus 数据库收录的出版物的研究模式和主题。为此,研究人员使用 Scopus 数据库查找相关出版物。在应用了纳入和排除标准后,他们找到了 82 篇出版物,并使用文献计量学方法对其进行了分析。这项研究表明,来自 42 个国家的研究人员对各种主题进行了研究,包括学术写作、人工智能(AI)的潜力和益处、在研究中使用 ChatGPT、探索最佳实践以及评论人工智能。关键词分析结果显示,目前关于教育研究中的 ChatGPT 的研究出现了五个集群。这些结果表明,研究人员重点了解了 ChatGPT 在医学和护理教育中的应用、生成式人工智能的伦理维度、ChatGPT 对教育成果的影响、大型语言模型和医学教育以及 ChatGPT 和人工智能。总的来说,本研究分析的出版物经常讨论 ChatGPT 在教育和研究中的应用。此外,在众多研究中,医学和护理教育的研究最多。根据研究结果,我们提出了进一步研究的建议。
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A bibliometric analysis of publications on ChatGPT in education: Research patterns and topics
This paper aims to conduct a bibliometric analysis and a comprehensive overview of publications on ChatGPT in educational research. This research also aimed to present the bibliometric results to interpret the research patterns and themes of the application of ChatGPT in educational research. The researchers used the VOSviewer program to conduct a bibliometric analysis and identify research patterns and topics in publications indexed in the Scopus database. For this purpose, the researchers used the Scopus database to find related publications. After applying inclusion and exclusion criteria, they found 82 publications and analyzed them using the bibliometric method. This study showed that researchers from 42 countries examined various topics, including academic writing, artificial intelligence’s (AI) potential, and benefits, using ChatGPT in research, exploring best practices, and reviewing AI. The keyword analysis results showed that five clusters emerged from the current studies on ChatGPT in education research. These results showed that researchers focused on understanding the use of ChatGPT in medical and nursing education, generative AI’s ethical dimensions, the effects of ChatGPT on educational outcomes, large language models and medical education, and ChatGPT and AI. In general, the use of ChatGPT in educational contexts and research is frequently discussed in the publications analyzed in this study. In addition, medical and nursing education was the most studied of the many research studies. Based on the obtained results, recommendations for further studies are drawn.
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CiteScore
3.40
自引率
5.00%
发文量
40
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