人工智能在自主英语学习中的学习动机与数字素养

IF 3.6 3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH
Fang Huang, Ali Derakhshan
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引用次数: 0

摘要

虽然人工智能在语言学习方面已经引起了广泛的研究关注,但在人工智能中,动机和数字素养(DL)在塑造学生自我调节的语言学习方面的具体作用在很大程度上仍未被探索。本研究以计划行为理论为基础,探讨学习动机(LM)和学习动机(DL)如何影响大学英语学习者在自我调节学习(SRL)中采用人工智能。本研究采用结构方程建模技术对363名中国高校英语学习者进行了数据分析。结果表明,中国大学英语学习者对采用人工智能促进外语学习有积极的反应。除态度、感知行为控制(PBC)和主观规范(SN)外,他们的人工智能使用受到学习语言和学习语言的显著影响。提出的模型解释了47%的方差。本研究表明TPB在解释人工智能辅助自主英语学习中的有效性。研究结果为英语教师提供了可操作的见解,通过培养学生的动机和深度学习来增强人工智能辅助的语言学习。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Learning Motivation and Digital Literacy in AI Adoption for Self-Regulated English Learning

While artificial intelligence in language learning has garnered extensive research attention, the specific roles of motivation and digital literacy (DL) in shaping students' self-regulated language learning within AI remain largely unexplored. Based on the theory of planned behaviour (TPB), this study endeavoured to understand how learning motivation (LM) and DL influence university EFL learners' adoption of AI in self-regulated learning (SRL). Data collected from 363 EFL learners in Chinese universities were analysed using the structural equation modelling technique. Results indicated that Chinese university EFL learners had positive responses to the adoption of AI in facilitating SRL. Except for attitude, perceived behavioural control (PBC), and subjective norm (SN), their AI usage was significantly influenced by LM and DL. The proposed model explained 47% of the variance. This study indicated the validity of TPB in explaining AI-assisted self-regulated English learning. The findings offer EFL teachers actionable insights to enhance AI-assisted SRL by fostering student motivation and DL.

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来源期刊
European Journal of Education
European Journal of Education EDUCATION & EDUCATIONAL RESEARCH-
CiteScore
4.50
自引率
0.00%
发文量
47
期刊介绍: The prime aims of the European Journal of Education are: - To examine, compare and assess education policies, trends, reforms and programmes of European countries in an international perspective - To disseminate policy debates and research results to a wide audience of academics, researchers, practitioners and students of education sciences - To contribute to the policy debate at the national and European level by providing European administrators and policy-makers in international organisations, national and local governments with comparative and up-to-date material centred on specific themes of common interest.
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