The impact of generative AI on essay revisions and student engagement

IF 5.7 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Noble Lo , Alan Wong , Sumie Chan
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Abstract

This study investigates the effect of AI-generated feedback on university students’ essay writing proficiency in Hong Kong. By integrating generative AI into the revision process, the research examines how automated feedback influences the quality of students’ written work, as well as their engagement, motivation, and emotional responses during revision. The study employs a randomized controlled design, comparing students who received AI feedback on their essays with those who did not. Both quantitative and qualitative data were collected to assess the impact of AI feedback on writing improvement and student experiences. Quantitative analysis shows significant improvements in essay quality for students who utilized AI feedback, while qualitative findings highlight increased engagement and motivation, though students exhibited mixed emotional responses to the revision process. The results suggest that generative AI has considerable potential to enhance writing skills in higher education by providing timely, individualized feedback. This research contributes to ongoing discussions on the role of AI in education, particularly in supporting language instruction and student development.
生成式人工智能对论文修改和学生参与的影响
本研究旨在探讨人工智能对香港大学生论文写作能力的影响。通过将生成式人工智能集成到复习过程中,该研究考察了自动化反馈如何影响学生书面作业的质量,以及他们在复习过程中的参与度、动机和情绪反应。这项研究采用了随机对照设计,将论文收到人工智能反馈的学生与没有收到反馈的学生进行比较。收集了定量和定性数据,以评估人工智能反馈对写作改进和学生体验的影响。定量分析显示,使用人工智能反馈的学生在论文质量上有了显著提高,而定性研究结果强调了参与度和积极性的提高,尽管学生对修改过程表现出不同的情绪反应。研究结果表明,生成式人工智能通过提供及时、个性化的反馈,在提高高等教育学生的写作技能方面具有相当大的潜力。这项研究有助于正在进行的关于人工智能在教育中的作用的讨论,特别是在支持语言教学和学生发展方面。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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