arXiv:2412.17486cs.CYcs.AI2024-12综述被引 24

调研395名学生用AI写作业情况,发现使用率高但风险隐现。

Is ChatGPT Massively Used by Students Nowadays? A Survey on the Use of Large Language Models such as ChatGPT in Educational Settings

  • 面向法意两国395名13-25岁学生开展问卷调查
  • 超半数学生日常使用,科学类场景更频繁,男生使用更多
  • 年轻用户缺乏批判性评估,需警惕思维能力退化

生成式人工智能(GenAI)基于大语言模型(LLMs)如ChatGPT的迅速普及,对教育领域带来深远影响,既带来变革机遇,也引发诸多担忧。本研究通过调查法国和意大利395名年龄介于13至25岁的学生,探讨其在教育场景中如何融入LLMs。结果显示,各年龄段与学科均普遍存在使用现象,年长学生及男性使用者频率更高,尤其在科学类情境中;同时存在性别差异,凸显潜在的AI素养与技术性别差距。尽管多数学生以建设性方式使用,但年轻用户普遍缺乏系统性校对与批判性评估,可能危及批判性思维与基础知识的发展。研究强调教育机构亟需调整课程体系,推动伦理使用、批判性思维培养以及对AI局限性与环境成本的认知。本文提出可操作建议,促进大语言模型与教育的公平、有效共存,并应对新兴挑战。

原文摘要 · Abstract (English)

The rapid adoption of Generative AI (GenAI) based on Large Language Models (LLMs) such as ChatGPT has recently and profoundly impacted education, offering transformative opportunities while raising significant concerns. In this study we present the results of a survey that investigates how 395 students aged 13 to 25 years old in France and Italy integrate LLMs into their educational routines. Key findings include the widespread use of these tools across all age groups and disciplines, with older students and male students demonstrating higher usage frequencies, particularly in scientific contexts. The results also show gender disparities, raising concerns about an emerging AI literacy and technological gender gap. Additionally, while most students utilise LLMs constructively, the lack of systematic proofreading and critical evaluation among younger users suggests potential risks to cognitive skills development, including critical thinking and foundational knowledge. The survey results underscore the need for educational institutions to adapt their curricula to integrate AI tools effectively, promoting ethical use, critical thinking, and awareness of AI limitations and environmental costs. This paper provides actionable recommendations for fostering equitable and effective cohabitation of LLMs and education while addressing emerging challenges.

AI教育学生使用大模型

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