The research aimed to investigate the effect of the participatory motivation of members in the sports center regarding their psychological happiness, self-esteem, and intention of exercise maintenance. By analyzing various factors, this research aimed to provide a basic research foundation for members in the sport center members in China. In the research, we selected members who used five sports centers located in Henan China and finally 429 questionnaires were used in actual analysis. According to results: First, outside-showing, fun, health, social, and to skill acquisition of participation motivation had significant influence on confidence of psychological happiness. In addition, fun, outside-showing, social, health, and to skill acquisition of participation motivation had significant influence on the pleasure of psychological happiness. Second, fun, skill acquisition, and social of participation motivation had significant influence on self-esteem. Third, fun, social, and outside-showing of participation motivation had significant influence on intention of exercise maintenance.