Discusses physical activity and exercise adherence, describing five conundrums that retard advances in knowledge about causal determinants of physical activity and successful interventions that increase physical activity and exercise adherence: adoption versus maintenance; social marketing versus product marketing; mediators of physical activity; the fallacy of linear modeling and the promise of structural covariance modeling; and defining and measuring physical activity. (SM)