Exploring the Role of Education 4.0 in Improving Speaking Skills among Allied Health Science Students - Supplementary Data

This study examines the effectiveness of an AI-based mobile learning application in improving medical English speaking skills among first-year allied health science students. It explores learners’ needs, speaking challenges, and perceptions of Education 4.0 features, accessibility, comfort, and engagement in English for Medical Purposes (EMP).