L2 growth mindset in AI-mediated language learning: effects of perceived usability and presence of generative AI chatbots

人工智能辅助语言学习中的二语成长型思维:感知可用性和生成式人工智能聊天机器人的存在所产生的影响

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Abstract

INTRODUCTION: This study examines perceived usability and presence of generative AI chatbots influence second language (L2) growth mindset in the context of AI-mediated oral learning. METHODS: A SEM was tested with survey data from 530 Chinese university students engaged in AI-assisted oral English learning. The model examined direct and indirect relationships among perceived usability, presence, emotional intelligence, willingness to communicate (WTC), and L2 growth mindset. RESULTS: Results show that perceived usability directly promotes L2 growth mindset and is indirectly influenced by WTC. Presence not only has a direct positive effect on L2 growth mindset but also has a dual positive mediating effect through emotional intelligence and WTC. DISCUSSION: These findings suggest that AI chatbots act not only as learning tools but as cognitive partners, whose usability and immersive features foster learners' belief in the malleability of language ability. The study advances theory on technology-supported growth mindset and provides empirical evidence to inform AI-driven language learning practices.

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