When does AI-mediated feedback support EFL/ESL learning? A mixed-methods systematic review and meta-analysis
Artificial-intelligence tools now deliver feedback to English language learners through automated writing evaluation, speech-recognition systems, intelligent tutoring, and generative chatbots, but evidence on their effects remains uneven. This convergent mixed-methods systematic review synthesised 195 studies of AI-med...