As educators and education researchers, we often survey trainees, faculty, and patients as a rapid and accurate method to obtain data on outcomes of interest. The Accreditation Council for Graduate Medical Education surveys residents and faculty every year; institutions survey graduating residents and staff regarding learning environments; program directors survey residents about rotation experiences and faculty skills; and researchers use surveys to measure a range of outcomes, from empathy to well-being to patient satisfaction. As editors, we see survey instruments in submitted manuscripts daily. These include questionnaires previously used in other studies, and others that are “homegrown.” In a 2012






