On the Role of Perceived Teacher Support in Predicting EFL Learner Well-Being in Artificial Intelligence (AI)-Based Context: The Mediating Roles of Self-Efficacy and Resilience

IF 3.6 3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH
Dan Fang, Shouhong Zhao, Wei Wei
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引用次数: 0

Abstract

Within the changing perspective of artificial intelligence (AI) teaching, English as a Foreign Language (EFL) students normally face an extensive range of educational challenges and difficulties, which can put their well-being at risk. Therefore, taking into account the elements that affect EFL students' well-being is crucial. Teachers' support might not be overlooked because of the valuable effect of teachers on learners' psychological states. Simultaneously, mental factors like self-efficacy and resilience are extensively accepted as crucial predictors of educational achievement. Nevertheless, comprehending the way they influence well-being in AI-based settings is a sphere of increasing academic interest. Guided by Self-Determination Theory (SDT) and employing structural equation modelling (SEM), the research examined how teacher support influences students' well-being, with self-efficacy and resilience acting as mediators in AI-based settings. The data collected from 373 college learners indicate that teacher support is a strong predictor of well-being, and likewise, resilience and self-efficacy were found to have a mediating effect in this connection, stressing their effects on improving resilience and self-efficacy, thus improving learners' well-being. Importantly, self-efficacy appeared as a powerful and more permanent mediator than resilience, underscoring its critical role in empowering students to use AI tools confidently and persevere in digital language activities.

Abstract Image

基于人工智能的情境下感知教师支持在预测英语学习者幸福感中的作用:自我效能感和心理弹性的中介作用
在人工智能(AI)教学的不断变化的视角下,英语作为外语(EFL)的学生通常面临着广泛的教育挑战和困难,这可能会危及他们的健康。因此,考虑影响英语学生幸福感的因素是至关重要的。教师的支持不可忽视,因为教师对学习者心理状态的重要影响。同时,自我效能感和弹性等心理因素被广泛认为是教育成就的关键预测因素。然而,理解它们在基于人工智能的环境中影响幸福感的方式是一个日益引起学术兴趣的领域。在自我决定理论(SDT)的指导下,采用结构方程模型(SEM),研究了教师支持如何影响学生的幸福感,在基于人工智能的环境中,自我效能感和弹性作为中介。通过对373名大学生的数据分析,我们发现教师支持是幸福感的重要预测因子,而心理弹性和自我效能感在这一关系中具有中介作用,强调了他们对心理弹性和自我效能感的提高,从而提高了学习者的幸福感。重要的是,自我效能感似乎是一种比弹性更强大、更持久的中介,强调了它在让学生自信地使用人工智能工具和坚持数字语言活动方面的关键作用。
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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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