Cocaine dependent patients who have completed 2 weeks of intensive outpatient treatment (IOP) will be randomly assigned to one of the following interventions: (1) continued participation in IOP without additional intervention (TAU); (2) TAU plus an adaptive protocol that includes monitoring, feedback, and brief counseling via telephone on a tapered schedule out to 24 months, and more intensive face-to-face treatment when warranted (TMAC); or (3) TAU and the adaptive protocol, plus incentives for sustained participation (TMAC-Plus). Patients will be followed up at 3, 6, 9, 12, 18, and 24 months post intake into the study. Follow-up assessments will include measures of drug use, treatment process and potential mediating factors, psychosocial problem severity, utilization of health and social services, and costs.