We aim to understand the impact of scaffolds within a digital workbook to facilitate self-directed learning for learners completing a final project within a community and task-based MOOC. Optional reflection and articulation prompts were embedded in the tool support assignment development. Workbook use was prevalent, with 65% of learners using it…

In MOOCs for programming, Automated Testing and Feedback (ATF) systems are frequently integrated, providing learners with immediate feedback on code assignments. The analysis of the large amounts of trace data collected by these systems may provide insights into learners' patterns of utilizing the automated feedback, which is crucial for the…