The findings suggest that AI literacy is associated with higher self-efficacy and engagement, which is in turn linked to lower teaching-related anxiety, which point to the importance of integrating AI literacy training alongside psychological and motivational support strategies in teacher development programs, particularly within the evolving landscape of AI-driven education.
Abstract
Introduction This study explores the impact of AI literacy on high school EFL teachers' teaching anxiety, with a particular focus on the underlying psychological mechanisms. As AI technologies become increasingly embedded in educational contexts, teachers are expected to adapt to new digital tools. While AI literacy may offer practical benefits, its relationship with teaching anxiety through psychological and motivational pathways remains underexplored. This study aims to fill this gap by examining the serial mediation roles of teaching self-efficacy and work engagement in the relationship between AI literacy and teaching anxiety. Methods A quantitative research design was employed to examine the hypothesized relationships. Data were collected from a sample of 392 high school English teachers in China using 5-point Likert scales. The responses were analyzed using SmartPLS to conduct partial least squares structural equation modeling (PLS-SEM). The analysis included assessments of measurement model reliability and validity, followed by structural model evaluation. Mediation effects were tested through bootstrapping, and the Variance Accounted For (VAF) was calculated to assess the strength of indirect effects. While most serial mediation studies use SPSS with PROCESS, this study employed PLS-SEM, a relatively novel approach in educational research, to explore chain mediation. Results The results revealed that AI literacy negatively affected teaching anxiety, with higher AI literacy linked to lower anxiety. Both teaching self-efficacy and work engagement mediated this relationship, with self-efficacy serving as a stronger mediator. A significant serial mediation pathway was found: AI literacy was associated with higher self-efficacy, which in turn was related to increased work engagement and lower teaching anxiety. Discussions The results provide support for the proposed hypotheses and highlight the significant role of AI literacy in relation to psychological well being among EFL teachers. The findings suggest that AI literacy is associated with higher self-efficacy and engagement, which are in turn linked to lower teaching-related anxiety. These findings point to the importance of integrating AI literacy training alongside psychological and motivational support strategies in teacher development programs, particularly within the evolving landscape of AI-driven education.
A nuanced model demonstrating that AI literacy enhances creative confidence primarily by fostering a willingness to act (behavioral adaptability) and bolstering emotional resilience (emotional adaptability) is advanced.
Lu Pan, Xue Shuang, Yiping Liu· Frontiers in Psychology· 0 citations
The findings suggest that students’ psychological readiness plays a more important role than technology use alone in explaining perceived academic performance within AI-supported assessment environments.
It is concluded that AI knowledge and digital literacy play crucial roles in enhancing pre-service teachers’ career self-efficacy, while AI anxiety is a significant psychological barrier.
C. H. Joseph, M. P. Osiesi, N. Madikizela-Madiya et al.· SN Social Sciences· 0 citations
This study investigates whether foreign language enjoyment functions as an affective mechanism through which AI literacy influences foreign language classroom engagement (FCE), and conceptualizes foreign language enjoyment as a key affective pathway linking AI literacy to classroom engagement.
Dongxue Bao, Juan Du· Frontiers in Psychology· 0 citations
Findings indicate that AIL enhances AE both directly and indirectly through anxiety reduction, suggesting that institutions should develop comprehensive AIL programs that address both technical skills and the affective dimensions of technology integration in language learning contexts.
A. Ibrahim, Mohamed Megahed Nasreldeen, Hesham Hussein Yakout et al.· International Journal of Eva...· 0 citations
This study investigates the predictive relationships between Students' Perceived Teacher Attitude, Student-Teacher Relationship, and Student Engagement in English as a Foreign Language (EFL) classes at SMKN 01 Bombana, Indonesia. Student engagement is considered a critical factor in language learning success, particula...