While more research is required to replicate these results, our findings suggest that it will be critical for future efforts to disseminate specialized integrated treatments for persons with SMIs who use drugs and alcohol, and such programs should focus on personalizing interventions by diagnosis and gender, which may help improve outcomes and facilitate recovery.