Exploring students’ experience of ChatGPT in STEM education

Q1 Social Sciences Computers and Education Artificial Intelligence Pub Date : 2025-06-01 Epub Date: 2024-12-30 DOI:10.1016/j.caeai.2024.100360
Federico Valeri, Pernilla Nilsson, Anne-Marie Cederqvist
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Abstract

The rapid advances in AI technologies showed a disruptive potential in educational practices, presenting new challenges and generating new opportunities. This phenomenon has been exacerbated since the release of ChatGPT in 2022, which has permanently transformed various educational activities and sparked widespread scientific interest. Research suggests that ChatGPT can help students navigate the complexities of STEM subjects. However, only a few studies have directed attention to the use of ChatGPT in STEM subjects in upper secondary education. With the purpose of addressing this gap, the aim of this study is to explore how students experience ChatGPT for their STEM studies, encompassing their usage, perceptions, and general knowledge about this technology. Using a mixed methods approach, the data collected included a survey and semi-structured interviews involving upper secondary students. The results show widespread adoption of ChatGPT across STEM subjects among participants, particularly in biology and especially as a tool to support the understanding of concepts. Although students exhibited limited knowledge of AI, they demonstrated some effective prompting strategies to generate relevant content and tackle potential inaccuracies and hallucinations. The findings in this paper provide insights to support the exploration of students’ experiences of ChatGPT, presenting relevant topics to further research the applications of these AI technologies within STEM subjects, given their importance for future societal development.
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探索学生在STEM教育中的ChatGPT体验
人工智能技术的快速发展在教育实践中显示出颠覆性的潜力,带来了新的挑战,也带来了新的机遇。自2022年ChatGPT发布以来,这一现象更加严重,它永久地改变了各种教育活动,并引发了广泛的科学兴趣。研究表明,ChatGPT可以帮助学生驾驭复杂的STEM科目。然而,只有少数研究关注了ChatGPT在高中教育STEM科目中的使用。为了解决这一差距,本研究的目的是探索学生如何在STEM学习中体验ChatGPT,包括他们对这项技术的使用、看法和一般知识。采用混合方法,收集的数据包括调查和涉及高中生的半结构化访谈。研究结果表明,ChatGPT在STEM学科中被广泛采用,尤其是在生物学领域,尤其是作为一种支持概念理解的工具。尽管学生们对人工智能的了解有限,但他们展示了一些有效的提示策略来生成相关内容,并解决潜在的不准确和幻觉。本文的研究结果为支持探索学生的ChatGPT体验提供了见解,并提出了相关主题,以进一步研究这些人工智能技术在STEM学科中的应用,因为它们对未来社会发展的重要性。
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来源期刊
CiteScore
16.80
自引率
0.00%
发文量
66
审稿时长
50 days
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