{"title":"评估中人工智能与真实性的平衡:中学生在反思性写作中使用人工智能的案例研究","authors":"Cecilia Ka Yuk Chan , Katherine K.W. Lee","doi":"10.1016/j.compedu.2025.105399","DOIUrl":null,"url":null,"abstract":"<div><div>This study examines how secondary school students balance the use of Generative AI (GenAI) tools while maintaining authenticity in reflective writing. Reflective writing, a cognitively demanding task, can benefit from AI's ability to improve efficiency and organisation. Using a case study approach, data were collected from the reflective writing pieces of five secondary school students, as well as the accompanying GenAI chat logs and individual interviews following a three-week summer internship programme. Thematic analysis found that while GenAI supports technical quality and reduces cognitive load, it also poses challenges regarding authenticity, depth of reflection, and students' over-reliance on AI. Students reported experiencing AI guilt, particularly regarding perceived laziness, fear of judgment, and concerns over self-efficacy. The findings highlight a tension between producing polished writing and preserving personal voice. Educators must guide students to use AI ethically, ensuring that it supports rather than undermines authentic reflection.</div></div>","PeriodicalId":10568,"journal":{"name":"Computers & Education","volume":"238 ","pages":"Article 105399"},"PeriodicalIF":8.9000,"publicationDate":"2025-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The balancing act between AI and authenticity in assessment: A case study of secondary school students’ use of GenAI in reflective writing\",\"authors\":\"Cecilia Ka Yuk Chan , Katherine K.W. Lee\",\"doi\":\"10.1016/j.compedu.2025.105399\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This study examines how secondary school students balance the use of Generative AI (GenAI) tools while maintaining authenticity in reflective writing. Reflective writing, a cognitively demanding task, can benefit from AI's ability to improve efficiency and organisation. Using a case study approach, data were collected from the reflective writing pieces of five secondary school students, as well as the accompanying GenAI chat logs and individual interviews following a three-week summer internship programme. Thematic analysis found that while GenAI supports technical quality and reduces cognitive load, it also poses challenges regarding authenticity, depth of reflection, and students' over-reliance on AI. Students reported experiencing AI guilt, particularly regarding perceived laziness, fear of judgment, and concerns over self-efficacy. The findings highlight a tension between producing polished writing and preserving personal voice. Educators must guide students to use AI ethically, ensuring that it supports rather than undermines authentic reflection.</div></div>\",\"PeriodicalId\":10568,\"journal\":{\"name\":\"Computers & Education\",\"volume\":\"238 \",\"pages\":\"Article 105399\"},\"PeriodicalIF\":8.9000,\"publicationDate\":\"2025-07-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Computers & Education\",\"FirstCategoryId\":\"95\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0360131525001678\",\"RegionNum\":1,\"RegionCategory\":\"教育学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computers & Education","FirstCategoryId":"95","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0360131525001678","RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
The balancing act between AI and authenticity in assessment: A case study of secondary school students’ use of GenAI in reflective writing
This study examines how secondary school students balance the use of Generative AI (GenAI) tools while maintaining authenticity in reflective writing. Reflective writing, a cognitively demanding task, can benefit from AI's ability to improve efficiency and organisation. Using a case study approach, data were collected from the reflective writing pieces of five secondary school students, as well as the accompanying GenAI chat logs and individual interviews following a three-week summer internship programme. Thematic analysis found that while GenAI supports technical quality and reduces cognitive load, it also poses challenges regarding authenticity, depth of reflection, and students' over-reliance on AI. Students reported experiencing AI guilt, particularly regarding perceived laziness, fear of judgment, and concerns over self-efficacy. The findings highlight a tension between producing polished writing and preserving personal voice. Educators must guide students to use AI ethically, ensuring that it supports rather than undermines authentic reflection.
期刊介绍:
Computers & Education seeks to advance understanding of how digital technology can improve education by publishing high-quality research that expands both theory and practice. The journal welcomes research papers exploring the pedagogical applications of digital technology, with a focus broad enough to appeal to the wider education community.