Using Learning Analytics to Study Novice Learners' Work on Quantum Circuit Simulator Tasks

Interactive quantum circuit simulators are increasingly used to support introductory quantum computing education for learners from varied disciplinary backgrounds. These environments can also generate detailed response logs of submitted circuits, but such data are rarely transformed into evidence th