Since Colorado College is a small liberal arts institution at which class sizes are relatively small, with typically not more than 25 students in any given class, the factors studied here may not be entirely representative of dynamics at other (e.g., larger) institutions. Regardless, the general message here on what drives student confidence and their perception of learning is rooted in evidence and sound principles on which one can base efforts to improve student learning.