Background: Scholars have confirmed the vital roles of self-regulated learning (SRL) behaviours in predicting task performance, especially within non-linear technology-rich learning environments (TREs). However, few studies focused on the learning costs (e.g., study effort and time-on-task) related to SRL and the efficiency outcome of SRL (i.e.,…

With the rapid development of mobile devices and web-based technologies, it becomes common for students to switch between different tasks during study time. However, it remains unclear how the transition between on-task and off-task states happens and how digital devices affect the process. This study examines college students' independent study…

Two experiments investigated how writing an explanation after studying a multimedia lesson influences restudy behavior (eye movements) and learning. In Experiment 1, college students who wrote a retention-based explanation ('Explain how the car's brake system works') spent more time focusing on the text and less time on the picture during the…

Students in college make daily choices about how to use their independent study time, including choices about allocation of attention. Based on theoretical considerations and clinical studies, attention and the dividing of attention through multitasking is thought to have a relationship to performance levels. Research is only beginning to explore,…

This comparative analysis examined effects of direct instruction, cooperative learning, and independent learning instructional practices on the classroom behavior of four third graders with behavior disorders. In the direct instruction condition, students displayed higher rates of on-task behavior and lower rates of disruptive behavior relative to…