Minyiyang Zhao

Examining Chinese International Students’ Continuance Intention to Use AI Systems for Speaking Practice: Insights from Acculturative Stress and the Expectation–Confirmation Model

Qualitative findings indicate that AI systems serve as low-risk, compensatory resources when students experience language-related, social, and academic adaptation pressures, while sustained use depends on alignment with learners’ evolving needs.