Researchers at UCF will present the results of recent work for predicting student success and withdrawal in blended courses with three domains--demographics, ability, and academic performance--based on more than 50,000 students registrations. In addition, they will present decision rules for predicting student satisfaction with blended instruction based on over 1,000,000 student responses. Finally, they will explore how student ambivalence mediates satisfaction with the blended environment.