In this episode, Jeremy M. Lipman, MD, and Judith French, PhD, discuss their systematic review of metrics utilized in the selection and prediction of future performance of residents in the United States. They share their findings, like the fact that most metrics used are not backed by evidence, as well as practical advice for program directors to effectively recruit residents where both the resident and the program will thrive.