首页|大语言模型工具能促进高校学生的高阶思维能力发展吗?——基于12所双一流大学学生问卷调查的实证分析

大语言模型工具能促进高校学生的高阶思维能力发展吗?——基于12所双一流大学学生问卷调查的实证分析

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在数智时代,重视培养高校学生的高阶思维能力已逐渐成为共识,但高校学生使用大语言模型工具能否促进高阶思维能力的发展尚存争议。澄清这一争议,不仅有助于在理论上分析人工智能背景下学生高阶思维发展的机理,也可以为学校和教师在教育实践中采取何种措施提供可靠依据。基于此,文章利用我国 12 所双一流大学学生的问卷调查数据,对当前高校学生的大语言模型工具使用情况及其对高阶思维能力的影响进行实证分析,结果显示:超过半数的高校学生使用过大语言模型工具,但深度创意应用仍有待加强;增加大语言模型工具的基础执行应用与深度创意应用频次,均对高阶思维能力发展具有显著的正向影响;交互质量在大语言模型工具使用频次对高阶思维能力的影响过程中发挥中介作用。在此基础上,文章建议高校正视人工智能技术在高等教育教学过程中的作用,积极推动人工智能赋能教育应用;结合课内外真实情境,促进大语言模型工具的深度创意应用;加强师生人工智能素养培养,提升人机交互质量。
Can Large Language Model Tools Promote the Development of University Students' Higher-Order Thinking Skills?——An Empirical Analysis Based on a Questionnaire Survey of Students from 12 Double First-Class Universities
In the era of intelligent technology,it has gradually become a consensus to pay attention to the cultivation of university students'higher-order thinking skills.However,there remains debate over whether university students can use large language model tools to promote the development of higher-order thinking skills is still controversial.Clarifying this dispute not only helps to theoretically analyze the mechanism of students'higher-order thinking development under the background of AI,but also provides a reliable basis for what measures to be taken by schools and teachers in educational practice.Accordingly,this paper made an empirical analysis on university students'use situation of large language model tools and its impact on higher-order thinking skills using questionnaire survey data of students from 12 double first-class universities in China.The results showed that more than half of university students used large language model tools,but the deep creative application still needed to be strengthened;increasing the frequency of basic execution and deep creative application of large language model tools had a significant positive effect on the development of higher-order thinking skills;interaction quality played a mediating role in the influence of the use frequency of large language model tool on higher-order thinking skills.Based on this,the paper suggested that universities should acknowledge the role of AI technology in the teaching process of higher education and actively promote the application of AI in empowering education,combine real situations inside and outside the class to promote the deep creative application of large language model tools,and strengthen the cultivation of AI literacy of teachers and students to improve the quality of human-computer interaction.

large language modelhigher-order thinking skillsuniversity studentsdouble first-class universities

李曼丽、乔伟峰、李睿淼

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清华大学 教育研究院,北京 100084

上海师范大学 国际与比较教育研究院,上海 200234

大语言模型 高阶思维能力 高校学生 双一流大学

2025

现代教育技术
清华大学

现代教育技术

影响因子:4.679
ISSN:1009-8097
年,卷(期):2025.35(1)