Background: Learner profiles detected from digital trace data are typically triangulated with survey data to explain those profiles based on learners' internal conditions (e.g., motivation). However, survey data are often analysed with limited consideration of the interconnected nature of learners' internal conditions. Objectives: Aiming to enable…

Background: This study was motivated by the need to enhance Mandarin learning through embodied interactions and physical engagement methods. While most studies confirm the positive effects of touchscreen devices on learning, mixed findings suggest a need for more engaging methods. This research addresses these gaps by exploring the benefits of…