Adding group members to work on problems decreased overconfidence in intellective tasks , and student confidence increased when learning was inquiry-based , when content was relevant to authentic, real-world problems such as the COVID-19 pandemic , and when guidance was gradually decreased to promote independent decision-making . These findings are instructive as they identify key factors that instructors can incorporate as part of course learning experiences to help build student confidence.