Introduction In 2014, the University at Buffalo (UB) embarked on a mission to revolutionize its approach to evaluating teaching effectiveness by introducing the Universal Student Evaluation of Teaching (UBSET). In doing so, UB sought to measure if eleven particular questions (six course-oriented and five instructor-based) derived from the 32-item Student Evaluation of Educational Quality (SEEQ), …