Using data from a health behavior questionnaire, this study used cross-sectional and longitudinal approaches to predict sixth graders' smoking behavior, Predictor variables reflecting interpersonal and intrapersonal domains were included. Higher rates of accurate classification into smoking categories were achieved with cross-sectional analyses. Interpersonal variables emerged as most important in all analyses. (SM)