Using 111,731 reentrants assessed via the Static Risk Offender Needs Guide–Revised (STRONG-R), we redesigned the needs assessment and establish construct validity via exploratory, confirmatory, multi-group confirmatory factor analysis, correlation, receiver operating characteristics, and regression techniques.