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This study investigates the effectiveness of AI-integrated Informal Digital Learning of English (AI-IDLE) in promoting learner engagement, emotional well-being, and willingness to communicate (WTC) in a resource-limited EFL context. A 14-week quasi-experimental intervention was conducted with 206 Indonesian secondary and tertiary learners, examining changes across four IDLE domains (reading, listening, speaking, writing), enjoyment, anxiety, and WTC. Results showed that the AI-IDLE group surpassed the control group in post-test scores, particularly in speaking and reading engagement and WTC outside class. This indicates that AI-IDLE can outperform traditional instruction. The study offers pedagogical, methodological, and social impact, demonstrating that AI-IDLE can support autonomous learning beyond classroom boundaries and foster equitable, sustainable language development in underrepresented settings when contextualized to local needs.