Background: Vocal music education is a skill-oriented course. Students not only need to improve their skills through repeated practice, but also need to learn self-reflection on their singing skills to achieve improvement in their vocal music performance. To promote students' reflection, previous studies have introduced peer assessment (PA) in…

Background: Science, Technology, Engineering, and Mathematics (STEM) education in Asian universities struggles to integrate Knowledge, Skills, and Attitudes (KSA) due to large classes and student reluctance. While ChatGPT offers solutions, its conventional use may hinder independent critical thinking. Objectives: This study introduces PA-GPT,…

Background: Ambiguity prevails concerning the fundamental methodological characteristics of computer-assisted argument mapping (CAAM) learning environments, particularly in their capacity to facilitate critical thinking within tertiary education. Previous scholarly investigations have failed to furnish an exhaustive elucidation of the…