Perceptions and Acceptance of Generative Artificial Intelligence Influencing Chinese EFL Learners’ Engagement in Informal Digital Learning of English: Mediating Roles of Self‐Efficacy and Motivation

ABSTRACT Generative artificial intelligence (GenAI) has emerged as a powerful tool in the Informal Digital Learning of English (IDLE) environment, offering personalized, interactive, and innovative language learning experiences that may enhance learning engagement. However, the influencing path of perceptions and acceptance of GenAI on the learning engagement of English‐as‐a‐foreign‐language (EFL) students has not been sufficiently explored. Specifically, little is known about how cognitive and motivational factors jointly mediate this relationship. Self‐efficacy in language learning has been found to play a critical role in regulating motivation through resilience, perseverance, and goal determination, thereby influencing the quality and quantity of effort that students invest in engaging with GenAI‐assisted IDLE. This study investigated the effects of GenAI perceptions and acceptance on IDLE engagement among 369 university EFL learners. Using structural equation modeling (SEM), the study analyzed both the direct effects of perceptions and acceptance of GenAI on learning engagement and the serial mediating roles of self‐efficacy and motivation. The results showed that (1) GenAI perceptions and acceptance exerted a significant and positive direct effect on learners’ engagement; (2) motivation significantly mediated the relationship between GenAI perceptions and acceptance and engagement; and (3) self‐efficacy indirectly enhanced engagement by increasing motivation, forming a chain mediation pathway. These findings provide insights into how self‐efficacy and motivation jointly mediate the relationship between GenAI perceptions and acceptance and learning engagement and offer guidance for the implementation of GenAI‐enhanced tools and personalized learning strategies in fostering student autonomy and optimizing engagement in IDLE environments.

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Publication Details

Journal
International Journal of Applied Linguistics
Published
2026-01-22
DOI
https://doi.org/10.1111/ijal.70122
Primary Topic
EFL/ESL Teaching and Learning
Type
article
Field-Weighted Citation Impact
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article

Perceptions and Acceptance of Generative Artificial Intelligence Influencing Chinese EFL Learners’ Engagement in Informal Digital Learning of English: Mediating Roles of Self‐Efficacy and Motivation

Meilu Liu, Jin Shan Liu, Dechao Li, Yuan Yao
International Journal of Applied Linguistics
EFL/ESL Teaching and Learning
article

Perceptions and Acceptance of Generative Artificial Intelligence Influencing Chinese EFL Learners’ Engagement in Informal Digital Learning of English: Mediating Roles of Self‐Efficacy and Motivation

Meilu Liu, Jin Shan Liu, Dechao Li, Yuan Yao
article en

Abstract

ABSTRACT Generative artificial intelligence (GenAI) has emerged as a powerful tool in the Informal Digital Learning of English (IDLE) environment, offering personalized, interactive, and innovative language learning experiences that may enhance learning engagement. However, the influencing path of perceptions and acceptance of GenAI on the learning engagement of English‐as‐a‐foreign‐language (EFL) students has not been sufficiently explored. Specifically, little is known about how cognitive and motivational factors jointly mediate this relationship. Self‐efficacy in language learning has been found to play a critical role in regulating motivation through resilience, perseverance, and goal determination, thereby influencing the quality and quantity of effort that students invest in engaging with GenAI‐assisted IDLE. This study investigated the effects of GenAI perceptions and acceptance on IDLE engagement among 369 university EFL learners. Using structural equation modeling (SEM), the study analyzed both the direct effects of perceptions and acceptance of GenAI on learning engagement and the serial mediating roles of self‐efficacy and motivation. The results showed that (1) GenAI perceptions and acceptance exerted a significant and positive direct effect on learners’ engagement; (2) motivation significantly mediated the relationship between GenAI perceptions and acceptance and engagement; and (3) self‐efficacy indirectly enhanced engagement by increasing motivation, forming a chain mediation pathway. These findings provide insights into how self‐efficacy and motivation jointly mediate the relationship between GenAI perceptions and acceptance and learning engagement and offer guidance for the implementation of GenAI‐enhanced tools and personalized learning strategies in fostering student autonomy and optimizing engagement in IDLE environments.

International Journal of Applied Linguistics
Central South University (CN), Hong Kong Polytechnic University (HK), University of Auckland (NZ), Dongguan University of Technology (CN), City College of Dongguan University of Technology (CN)
Quality Education
Openalex Percentile: Top 84%
EFL/ESL Teaching and Learning
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