
Original Research
This study investigated the effects of ChatGPT usage on foreign language learning enjoyment (FLE), the mediating role of foreign language learning effort (FLLE), and the moderating function of AI anxiety. Grounded in the Technology Acceptance Model, Self-Determination Theory, and the Stimulus-Organism-Response framework, a cross-sectional survey was conducted with 880 undergraduate learners in English preparatory programs at three Turkish universities. PLS-SEM with 5,000-resample bootstrapping was used for hypothesis testing. Results showed that ChatGPT usage significantly predicted both FLE and FLLE, with a stronger path to behavioral engagement than to emotional experience. FLLE partially mediated the ChatGPT–FLE relationship and explained approximately 42% of the total effect. Contrary to expectations, AI anxiety positively predicted FLE at the second-order level; however, factor-level analysis revealed that societal-concern factors drove this positive association while interaction-level factors negatively predicted it. AI anxiety moderated the ChatGPT–FLE relationship: the direct emotional benefit disappeared at high anxiety while the indirect pathway through effort remained significant. These findings pinpoint the centrality of purposeful task design and targeted anxiety reduction in AI-assisted FL learning.
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ChatGPT Usage; Foreign Language Enjoyment; Learning Effort; AI Anxiety; Moderated Mediation
Acknowledgements
Not applicable
Funding
Open access funding will be provided by the Scientific and Technological Research Council of Türkiye (TÜBİTAK). No specific funding was received for this study.
CRediT Authorship Contribution Statement
Gülten Feryal Gündüz: Conceptualization, Literature Review, Methodology, Writing, Review & Editing
Kerim Ünal: Conceptualization, Data Collection, Methodology, Data Analysis, Writing, Review & Editing
Cem Özışık: Data Collection, Literature Review, Writing, Review & Editing
Generative AI Use Disclosure Statement
Grammarly was used for grammatical errors.
Ethics Declarations
World Medical Association (WMA) Declaration of Helsinki–Ethical Principles for Medical Research Involving Human Participants
The study protocol has been approved by İstanbul Kültür University Scientific Research and Ethical Review Board (162579). The study was performed in accordance with the ethical standards laid down in the 1964 Declaration of Helsinki and its following updates and World Medical Association (WMA) Declaration of Helsinki – Ethical Principles for Medical Research Involving Human Participants.
Competing Interests
No conflict of interest exists for this manuscript for any of the authors.
Data Availability
Data will be available on request.