Surveys of the attitudes and intentions of 155 Australian agricultural students at the beginning and end of their freshman year in college were analyzed using structural equation modeling. Results show that constructs in the model--self-efficacy, future orientation, and generic skills self-estimates--were key predictors of student persistence and satisfaction. (Contains 53 references.) (Author/SV)