The fraction of American youth meeting U.S. Army enlistment standards for weight and body fat has declined markedly. In response, the Army developed a waiver program tied to a fitness test known as the Assessment of Recruit Motivation and Strength (ARMS) test. Through difference-in-differences estimates and other analytic techniques, the authors examine the program's effect on Army accession and attrition rates.