In this experiment, an incoming first-year class of Computer Information Technology (CIT) students were administered a survey assessing them on a number of independent variables including personality traits, learning styles, time management and logical problem solving ability. The results of this survey were then compared with the dependent variable as measured by the students’ actual academic performance during their first semester of an introductory course in computer programming.