Incorporate AI-powered platforms with interactive exercises, personalized feedback, and flexible practice into EFL classrooms¶

Strategy · All strategies
Evidence · 4 claims (4 for) · 1 study (1 causal), q3 · 1 of 1 report an effect size · 4 claims rest on one study

Description¶

Based on its findings, the article recommends that educators incorporate AI-powered platforms into language classrooms, concluding that the results "support the notion that AI-mediated language instruction holds promise in revolutionizing language learning". The implementable recipe drawn from the intervention is: pair an AI platform such as Duolingo with instructor-led classes, require regular out-of-class practice, and rely on the platform's real-time, non-judgmental feedback and adaptive pacing to sustain engagement and build self-regulation. Interviewees specifically valued being able to "practice English whenever I had a spare moment".

Design Implications¶

Context¶

Requirements¶

• Access to the AI platform in and outside class; instructor facilitation of in-class practice sessions; weekly minimum practice time

Constraints¶

• Evidence comes from one 10-week study with 60 intermediate-level Chinese university EFL learners; effectiveness for other populations or durations is untested

Target Learners¶

• university EFL learners

Target Learning Goals¶

• English learning achievement, L2 motivation, and self-regulated learning

Affordances¶

• Social Constructivism Zpd Ai Collaborative Partner

Claims¶

• AI-mediated language instruction fosters self-regulated learning among EFL learners more than traditional instruction [+M]
• AI-mediated language instruction produces significantly greater English learning achievement gains than traditional instruction among EFL learners [+M]
• AI-mediated language instruction increases EFL learners' L2 motivation more than traditional instruction [+M]
• EFL learners perceive AI-mediated instruction as engaging, personalized, anxiety-reducing, and empowering for autonomous learning [+M]

Related Strategies¶

Examples¶

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Key Sources¶

• Wei L (2023) Artificial intelligence in language instruction: impact on English learning achievement, L2 motivation, and self-regulated learning. Front. Psychol. 14:1261955. https://doi.org/10.3389/fpsyg.2023.1261955