The Utility of ChatGPT in Educational Research—Potential Opportunities and Pitfalls

Q3 Social Sciences
Turgut Karakose
{"title":"The Utility of ChatGPT in Educational Research—Potential Opportunities and Pitfalls","authors":"Turgut Karakose","doi":"10.22521/edupij.2023.122.1","DOIUrl":null,"url":null,"abstract":"Background/purpose – Leveraging the latest developments in natural language processing, recent versions of ChatGPT has demonstrated astounding performance on a wide array of tasks through its ability to understand and generate human language, and respond to diverse conversational prompts. Its remarkable performance in numerous applications has also attracted researchers’ atten tion, prompting investigations into the potential utility of this AI-tool to enhance scientific work. The current paper aims to present a succinct overview of the opportunities and challenges of using ChatGPT in educational research based on the anticipations and analysis of scholars from different fields of research. Practical implications – ChatGPT is a double-edged sword with its potential benefits and caveats for scientific research. Educational researchers could benefit from the utility of ChatGPT in identifying gaps in the literature, generating new ideas and developing hypothesis, devising surveys or rating scales, conducting systematic reviews, eliminating human error in analysis of large datasets as well as drafting and editing scientific manuscripts. On the other hand, the current limitations of ChatGPT in enabling a reliable and transparent generation of content, its inability to provide accurate references or tendency to suggest non-existent resources, and incompatibility with the current ethical and legal obligations of academic publishing warrants cautious and meticulous endeavor of educational researchers. Conclusion – The current era has witnessed groundbreaking advancements in AI-based technologies, which will for sure act as precursor for the development of more-developed AI-systems that could overcome the recent shortcomings of ChatGPT in aiding scientific research. Till then, scientists working in the education field should continue striving to understand its potential to advance any aspect of their scientific quest, and collaborate to formulate guidelines and principles to enable the ethical and responsible integration of these new technologies into scientific research and publishing.","PeriodicalId":30989,"journal":{"name":"Educational Process International Journal","volume":"49 5 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Educational Process International Journal","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.22521/edupij.2023.122.1","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Social Sciences","Score":null,"Total":0}
引用次数: 4

Abstract

Background/purpose – Leveraging the latest developments in natural language processing, recent versions of ChatGPT has demonstrated astounding performance on a wide array of tasks through its ability to understand and generate human language, and respond to diverse conversational prompts. Its remarkable performance in numerous applications has also attracted researchers’ atten tion, prompting investigations into the potential utility of this AI-tool to enhance scientific work. The current paper aims to present a succinct overview of the opportunities and challenges of using ChatGPT in educational research based on the anticipations and analysis of scholars from different fields of research. Practical implications – ChatGPT is a double-edged sword with its potential benefits and caveats for scientific research. Educational researchers could benefit from the utility of ChatGPT in identifying gaps in the literature, generating new ideas and developing hypothesis, devising surveys or rating scales, conducting systematic reviews, eliminating human error in analysis of large datasets as well as drafting and editing scientific manuscripts. On the other hand, the current limitations of ChatGPT in enabling a reliable and transparent generation of content, its inability to provide accurate references or tendency to suggest non-existent resources, and incompatibility with the current ethical and legal obligations of academic publishing warrants cautious and meticulous endeavor of educational researchers. Conclusion – The current era has witnessed groundbreaking advancements in AI-based technologies, which will for sure act as precursor for the development of more-developed AI-systems that could overcome the recent shortcomings of ChatGPT in aiding scientific research. Till then, scientists working in the education field should continue striving to understand its potential to advance any aspect of their scientific quest, and collaborate to formulate guidelines and principles to enable the ethical and responsible integration of these new technologies into scientific research and publishing.
ChatGPT在教育研究中的应用——潜在的机会和缺陷
背景/目的——利用自然语言处理的最新发展,最新版本的ChatGPT通过其理解和生成人类语言的能力,以及对各种对话提示的响应,在广泛的任务上展示了惊人的性能。它在众多应用中的卓越表现也吸引了研究人员的注意,促使研究人员研究这种人工智能工具在加强科学工作方面的潜在效用。本文旨在基于不同研究领域学者的预测和分析,简要概述在教育研究中使用ChatGPT的机遇和挑战。实际意义——ChatGPT是一把双刃剑,对科学研究有潜在的好处和警告。教育研究人员可以从ChatGPT的效用中受益,包括识别文献中的空白、产生新的想法和发展假设、设计调查或评级量表、进行系统审查、消除大型数据集分析中的人为错误,以及起草和编辑科学手稿。另一方面,ChatGPT目前在提供可靠和透明的内容生成方面的局限性,它无法提供准确的参考或倾向于建议不存在的资源,并且与当前学术出版的伦理和法律义务不相容,这需要教育研究者谨慎而细致的努力。结论——当前时代见证了人工智能技术的突破性进步,这肯定会成为更发达的人工智能系统开发的先驱,这些系统可以克服ChatGPT在辅助科学研究方面的缺点。在此之前,在教育领域工作的科学家应该继续努力了解其潜力,以推进他们的科学探索的任何方面,并合作制定指导方针和原则,使这些新技术符合道德和负责任的整合到科学研究和出版中。
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 求助全文
来源期刊
Educational Process International Journal
Educational Process International Journal Social Sciences-Education
CiteScore
3.40
自引率
0.00%
发文量
10
审稿时长
20 weeks
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信