Background: Many learners struggle to productively self-regulate their learning. To support the learners' self-regulated learning (SRL) and boost their achievement, it is essential to understand the cognitive and metacognitive processes that underlie SRL. To measure these processes, contemporary SRL researchers have largely utilized think aloud or…

This paper focuses on the effectiveness and feasibility of two different kinds of individual learners' support in software training in undergraduate classroom settings. Describes varied user interfaces, including a training wheels interface; compares tutor instruction versus self-learning material; and considers learning time, learning outcomes,…