Designing Activities to Teach Higher-Order Skills: How Feedback and Constraint Affect Learning of Experimental Design

Active learning approaches enhance student learning, but what features promote optimal learning? By manipulating the design of a simulation-based tutorial on experimental design, we find specific immediate feedback has direct positive learning effects, while small changes in constraint has little effect, suggesting guidance for activity design.