The study will consist of two phases - a Pilot Study and the Main Study. The Pilot Study, completed in 10 "dual diagnosis" patients prior to the initiation of the Main Study, will establish the dose of oral dronabinol and the THC concentration of the cannabis cigarette to be used in the subsequent Main Study. The Main Study will involve 3 groups of subjects: two groups of dual diagnosis patients (with SCZ and co-occurring CUD), randomly assigned to one of the groups, and a group of healthy control patients. All subjects will be studied at baseline (T1) and 4 days later (T2) with a monetary probe linked to fMRI to evaluate their brain reward circuitry. At T1 all subjects will be tested without any intervention. At T2, patients in Groups 1 and 2 will receive both a dronabinol (or placebo) pill and a cannabis (or placebo cannabis) cigarette in a blinded fashion before testing. Group 1 patients will receive an active cannabis cigarette and a placebo pill; Group 2 patients will receive an active dronabinol pill and a placebo cannabis cigarette. Multiple measures will be taken to insure the safety of these patients during the use of cannabis and dronabinol. Group 3 (healthy controls) will not receive pill or cannabis cigarette and will serve as a control for repeated testing. Analyses will assess whether baseline BRC activation is different between patients and the control group, and whether use of cannabis and of dronabinol at T2 normalizes activation of BRC relative to T1 and relative to controls at T2.