Shuo-Yao Gao

AI-Assisted Language Learning, Self-Efficacy, and Speaking Anxiety in ESL Contexts: A Literature Review

In second language acquisition, oral anxiety significantly limits learners' willingness to communicate and academic achievement. Though AI conversational systems offer low-stress oral practice, the psychological mechanisms underlying anxiety reduction—and how individual differences such as personality traits moderate t...