Participants in this workshop were asked to explore three related questions: (1) how to create measures of undergraduate learning in STEM courses; (2) how such measures might be organized into a framework of criteria and benchmarks to assess instruction; and (3) how such a framework might be used at the institutional level to assess STEM courses and curricula to promote ongoing improvements. The following issues were highlighted: