The Staff Training Aimed at Reducing Rearrest (STARR) program has been widely implemented throughout the U.S. Probation and Pretrial Services system to increase the use of core correctional practices and evidence-based strategies in community supervision. Using data on federal supervision cases over a nine-year period, the present study evaluates the relationship between officer use of STARR skills, in general and by skill type, on supervision outcome.