模拟生成式人工智能对数字时代英语作为外语学习者福祉的接受度、教师的热情感和自我效能感

IF 2.8 3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH European Journal of Education Pub Date : 2024-09-28 DOI:10.1111/ejed.12770
Fangwei Huang, Yongliang Wang, Haijing Zhang
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引用次数: 0

摘要

随着人工智能(AI)融入外语(FL)教育,学习者的幸福感受到各种因素的影响,包括技术、个人和环境因素。然而,很少有研究探讨在生成式人工智能时代,外部和内部因素如何共同塑造外语学习者的幸福感。为了填补这一空白,本研究通过对 613 名大学英语作为外语(EFL)的学习者进行调查,探讨了生成性人工智能的接受度、感知到的教师热情和自我效能感对 FL 学习者幸福感的影响。结构方程建模结果显示:(1) 人工智能生成接受度能正向预测 EFL 学习者的幸福感和自我效能感;(2) 感知到的教师热情不能预测学习者的幸福感,但能正向预测 EFL 学习者的自我效能感;(3) 接受技能自我效能感在人工智能生成接受度/感知到的教师热情与 EFL 学习者幸福感之间起中介作用,而生产技能自我效能感则不起中介作用。这项研究拓宽了对 EFL 学习者幸福感前因的理解,并扩展了自我效能感理论在人工智能驱动的教育环境中的应用,具有重要的教学意义。
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Modelling Generative AI Acceptance, Perceived Teachers' Enthusiasm and Self-Efficacy to English as a Foreign Language Learners' Well-Being in the Digital Era

As artificial intelligence (AI) has been integrated into foreign language (FL) education, learners' well-being is influenced by various factors, including technological, personal and contextual elements. However, few studies explored how external and internal factors jointly shape FL learners' well-being in the era of generative AI. To fill this gap, this study explores the effects of generative AI acceptance, perceived teachers' enthusiasm and self-efficacy on FL learners' well-being by investigating 613 university learners of English as a foreign language (EFL). The structural equation modelling results reveal that (1) generative AI acceptance positively predicts EFL learners' well-being and self-efficacy; (2) perceived teachers' enthusiasm does not predict learners' well-being and positively predicts EFL learners' self-efficacy; and (3) the self-efficacy for receptive skills mediates the relationship between generative AI acceptance/perceived teachers' enthusiasm and EFL learners' well-being, whereas self-efficacy for productive skills does not play the mediation role. This research broadens the understanding of the antecedents of EFL learners' well-being and extends the application of self-efficacy theory in the AI-driven educational environment, providing significant pedagogical implications.

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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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