A multivariate regression analysis was conducted for a representative sample of more than 600 adults who participated in a longitudinal field trial of health risk appraisal instruments. Using the Harvard Alumni Activity Survey as the physical activity measure, the analysis controlled for a variety of predisposing, enabling, and need characteristics that also influenced utilization behavior.