The research starts from the phenomenon of learning burnout in Higher Mathematics learning, it aims to conclude its structural characteristics and influencing factors to make an investigation and analysis on the basis of daily teaching and management practice, and explore the ways of intervention with the purpose of creating an ideological environment for the learning of mathematics courses. Meanwhile, it is expected to deepen the reform of higher education and teaching.