ChatGPT in education: unveiling frontiers and future directions through systematic literature review and bibliometric analysis

IF 4.7 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-07-09 DOI:10.1108/aeds-05-2024-0101
Buddhini Amarathunga
{"title":"ChatGPT in education: unveiling frontiers and future directions through systematic literature review and bibliometric analysis","authors":"Buddhini Amarathunga","doi":"10.1108/aeds-05-2024-0101","DOIUrl":null,"url":null,"abstract":"PurposeThis is a dual-focused study that anticipates qualitatively and quantitatively examining the literature on the recently initiated revolutionizing concept of ChatGPT in education by performing a Systematic Literature Review (SLR) and bibliometric analysis. Current study analyzed eight research questions: (1) the main information and annual scientific publications on ChatGPT in education, (2) the pioneer authors and collaborative authors exploring ChatGPT in education, (3) the authors' productivity through Lotka’s Law of Authors’ Scientific Productivity, (4) the most pertinent sources on ChatGPT in education and how are sources clustered through Bradford’s Law of Scattering, (5) the most related, cited countries and the nature of international collaborations exploring ChatGPT in education, (6) the most relevant publications exploring ChatGPT in education, (7) the most occurring and trending keywords in the empirical studies on ChatGPT in education, and (8) the themes and areas for future investigations on ChatGPT in education.Design/methodology/approachThe current study was designed as a SLR and bibliometric analysis, extracting articles from the Scopus database and utilizing both Biblioshiny and VOSviewer software for advanced scientific mapping and visualizations via quantitative and qualitative analysis approaches.FindingsThe results indicated that ChatGPT in education is a progressively evolving worldwide concept generating 45 scientific publications from 2023 to 2024 (May). The USA, China, and Indonesia are the most productive countries that have published articles on ChatGPT in education. The education systems, AI, students, educational computing, human experiments, teaching, educational status, chatbots, generative AI, academic integrity, educational technology, worldwide education, and technology acceptance are the pertinent future directions in the field of ChatGPT in education.Originality/valueThe analysis’s outcomes will enhance the area of study with theoretical and practical implications and benefit students, teachers, policymakers, regulators of educational and higher educational sectors, government, and the general public worldwide with effective utilization of ChatGPT in education.","PeriodicalId":2,"journal":{"name":"ACS Applied Bio Materials","volume":"107 44","pages":""},"PeriodicalIF":4.7000,"publicationDate":"2024-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Bio Materials","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1108/aeds-05-2024-0101","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MATERIALS SCIENCE, BIOMATERIALS","Score":null,"Total":0}
引用次数: 0

Abstract

PurposeThis is a dual-focused study that anticipates qualitatively and quantitatively examining the literature on the recently initiated revolutionizing concept of ChatGPT in education by performing a Systematic Literature Review (SLR) and bibliometric analysis. Current study analyzed eight research questions: (1) the main information and annual scientific publications on ChatGPT in education, (2) the pioneer authors and collaborative authors exploring ChatGPT in education, (3) the authors' productivity through Lotka’s Law of Authors’ Scientific Productivity, (4) the most pertinent sources on ChatGPT in education and how are sources clustered through Bradford’s Law of Scattering, (5) the most related, cited countries and the nature of international collaborations exploring ChatGPT in education, (6) the most relevant publications exploring ChatGPT in education, (7) the most occurring and trending keywords in the empirical studies on ChatGPT in education, and (8) the themes and areas for future investigations on ChatGPT in education.Design/methodology/approachThe current study was designed as a SLR and bibliometric analysis, extracting articles from the Scopus database and utilizing both Biblioshiny and VOSviewer software for advanced scientific mapping and visualizations via quantitative and qualitative analysis approaches.FindingsThe results indicated that ChatGPT in education is a progressively evolving worldwide concept generating 45 scientific publications from 2023 to 2024 (May). The USA, China, and Indonesia are the most productive countries that have published articles on ChatGPT in education. The education systems, AI, students, educational computing, human experiments, teaching, educational status, chatbots, generative AI, academic integrity, educational technology, worldwide education, and technology acceptance are the pertinent future directions in the field of ChatGPT in education.Originality/valueThe analysis’s outcomes will enhance the area of study with theoretical and practical implications and benefit students, teachers, policymakers, regulators of educational and higher educational sectors, government, and the general public worldwide with effective utilization of ChatGPT in education.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
教育领域的 ChatGPT:通过系统文献回顾和文献计量分析揭示前沿和未来方向
目的 这是一项双重点研究,预计通过系统文献综述(SLR)和文献计量分析,对最近在教育领域发起的革命性概念 "聊天GPT "的文献进行定性和定量研究。本研究分析了八个研究问题:(1) 关于教育领域 ChatGPT 的主要信息和年度科学出版物,(2) 探索教育领域 ChatGPT 的先驱作者和合作作者,(3) 通过洛特卡作者科学生产力定律分析作者的生产力,(4) 通过布拉德福德散布定律分析教育领域 ChatGPT 的最相关来源和来源如何集群、(5) 探索教育领域 ChatGPT 的最相关、引用最多的国家以及国际合作的性质;(6) 探索教育领域 ChatGPT 的最相关出版物;(7) 教育领域 ChatGPT 的实证研究中出现最多和最流行的关键词;(8) 教育领域 ChatGPT 的未来研究主题和领域。研究结果研究结果表明,教育领域的 ChatGPT 是一个在全球范围内逐步发展的概念,从 2023 年到 2024 年(5 月)共发表了 45 篇科学出版物。美国、中国和印度尼西亚是发表有关教育领域 ChatGPT 文章最多的国家。教育系统、人工智能、学生、教育计算、人类实验、教学、教育现状、聊天机器人、生成式人工智能、学术诚信、教育技术、全球教育和技术接受度是教育领域 ChatGPT 的相关未来发展方向。原创性/价值该分析的成果将增强该研究领域的理论和实践意义,并使学生、教师、政策制定者、教育和高等教育部门的监管者、政府和全球公众受益于教育领域 ChatGPT 的有效利用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
期刊介绍: ACS Applied Bio Materials is an interdisciplinary journal publishing original research covering all aspects of biomaterials and biointerfaces including and beyond the traditional biosensing, biomedical and therapeutic applications. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrates knowledge in the areas of materials, engineering, physics, bioscience, and chemistry into important bio applications. The journal is specifically interested in work that addresses the relationship between structure and function and assesses the stability and degradation of materials under relevant environmental and biological conditions.
期刊最新文献
Issue Publication Information Issue Editorial Masthead Unravelling the Tunable Near-Infrared-II Fluorescence from FDA-Approved Indocyanine Green via Supramolecular Complexation with Albumin Plug-and-(Dis)Play Epitope Engineering on Ring-like Particles: Rational Design of Multivalent Immunoreagents for Diagnostics Correction to “Biodegradable Electrospun Conduit with Aligned Fibers Based on Poly(lactic-co-glycolic Acid) (PLGA)/Carbon Nanotubes and Choline Bitartrate Ionic Liquid”
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1