It is hypothesized patients in the DBT condition will show a reduction of substance use, parasuicidal and other psychological difficulties and these gains will be maintained through the year of follow-up assessments. In addition, it is predicted that adherence to DBT treatment protocols will be associated with improved outcomes. Finally, it is predicted that treatment "dosage" (average hours of therapy/week) will be positively related to clinical improvement.