Quality standard of higher education is a typical interdisciplinary research area, and it belongs to management science. This paper systematically analyzes current status and research trends to higher education quality standards, and recognizes five research themes of quality standard of higher education. According to the connotation and essence of the quality standard of higher education, it presents three innovative development paths with quality standard of higher education.