Examines possible relationships between self-efficacy for avoiding marijuana use and theoretically related measures in a sample of 161 men and 51 women who sought marijuana cessation treatments. Predictive validity was stronger for frequency of posttreatment use than for abstinence status. Discusses the need for better assessment of the efficacy construct and potential revisions in efficacy theory of substance use. (Author/KW)