The Multidimensional Model for Sport Leadership (MML) (Chelladurai, 1980) posits that an athlete’s performance and satisfaction are functions of the congruency between the preferred leadership of student-athletes, the required behavior of the coach as dictated by the situation, and the actual behavior of the coach. As such, research in sport should examine how appropriate the model is to today’s athletic culture. Gender, one member characteristic, has been researched considerably, with conflicting results, while race and the amount of playing time have been largely ignored with preferential leadership. The purpose of this study was to classify student-athletes’ race, gender, and playing time by their preferred coaching behaviors. NCAA Division-I student-athletes (n = 140) in baseball, men’s and women’s basketball, men’s and women’s soccer, softball, and men’s and women’s volleyball were surveyed using the Revised Leadership Scale for Sport (RLSS). Using discriminant analysis, the authors attempted to predict the student-athlete gender, race, and playing time by their preferred coaching behavior scores. None of the models were significant, indicating a lack of variance between the classification groups. Future research on the importance of preferred coaching predictors is discussed.
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