The study aims to explore the relationship among the degree of sports enjoyment, level of involvement, learning satisfaction, and decision to repeat physical education course. In this study, population comprised students of National Taiwan Sport University, National Taiwan University of Sport, Nanhua University and Chang Jung Christian University, who enrolled in non-mandatory archery course. A total of 500 questionnaires were distributed and 494 were collected, with a valid response rate of 99 %. Data collected were measured using the software Warp PLS 6.0. Results showed that sports enjoyment reached a positive significance in the level of involvement, learning satisfaction, and course repetition. Students’ level of involvement and learning satisfaction reached a positive significance in course repetition. The partial mediation effect of involvement and learning satisfaction was found to exist in the research model. Sports enjoyment, involvement, and learning satisfaction have explained 32 % variance of course repetition. Practical implications of study results might help physical education department with curriculum design process and future research direction.