In recent years, learning process data have become increasingly easy to collect through computer-based learning environments. This has led to increased interest in the field of "learning analytics," which is concerned with leveraging learning process data in order to better understand, and ultimately to improve, teaching and learning. In…

This paper attempts to connect theories of learning and theories of instruction, which often originate independently from each other, into a unified theory which gives a central place to students' self-regulation and which is based on recent research on student learning. The first of four parts analyzes the cognitive, affective, and metacognitive…