In this study, we conducted quantitative research on mechanisms to enhance entrepreneurship among commercial high school students. We identify the following three points: (1) Promoting cross-border learning effectively enhances students’ entrepreneurship; (2) third-place characteristics within the community of practice effectively facilitate crossborder learning, and (3) enhancing third-place characteristics involves teachers exercising servant leadership and fostering spontaneity and informality in the community of practice.