 In keeping with developments in other fields of medicine, we believe that further advances in smoking cessation will move towards a goal of personalized treatment. Such an individualized approach for adolescent smoking cessation will be informed by further investigation of the relationships between outcomes in this trial. To serve these goals, we propose the following program: 