This study evaluated variables associated with academic preparation and student demographics as predictors of academic achievement through participation in supplemental instruction (SI) programs for community college students in Science, Technology, Engineering, and Math (STEM) fields. The findings suggest a differential impact of SI outcome for students based on gender and ethnicity. Furthermore, the study underscores the importance of evaluating the influence of academic achievement and student demographic variables when considering the development of SI programs on community college campuses.