Large lecture courses often rely heavily, and sometimes exclusively, on Multiple Choice (MC) exams to assess student learning. Constructed Response (CR) questions, in which students generate their own answers, can provide more insight into student learning than MC questions alone but are seldom used in large courses because they are more challenging and labor intensive to score. We describe a strategy for using CR questions on assessments even in very large lectures courses with the support of u…