Purpose: The purpose of this study was to examine the mediation effects for the coach-athlete relationship of relationships between perceived autonomy support and collective efficacy in pro baseball players. Methods: Participants (N=261; pitcher=118, infielder=92, outfielder=51) completed the questionnaires of the perceived autonomy support, coach-athlete relationship, collective efficacy. SPSS 22.0 was used to calculate the descriptive statistics, and AMOS 20.0 were used for confirmatory factor analysis, and structural equation modeling. Results: Autonomy support positively predicted the coach-athlete relationship. The coach-athlete relationship was only positively predicted to effective communication of collective efficacy dimension. Coach-Athlete relationship positively predicted of effective communication, trust for leader, and sufficient training of collective efficacy dimension. The relationships between perceived autonomy support and trust for leader, and sufficient training were mediated by the coach-athlete relationship. Conclusion: These results suggest potentially valuable practical applications for coaches, athletes, and psychologists in the professional province.