Scientific and technological innovation is the result of intellectual and non-intellectual factors working together. The survey found that non-intellectual factors of Chinese college students ’ scientific and technological innovation overall are not optimistic. The reason lies in the lack of cohesion linkage at all levels of education. It needs to establish integrational personnel training system to achieve organic convergence of the various stages of education in school in order to culture the scientific and technological innovation non-intelligence factors of college students. So this paper recommends thinking highly of non-intellectual factors and putting it into the school system at all levels of education; Reforming the traditional personnel training way and vigorously carrying out personalized and diversified personnel training in schools at all levels; building the integration of innovative talent training of innovative talent training mechanism in schools; Deepening education reform to optimize the educational system at all levels of talent recruitment examination and evaluation; strengthening ideological and political education and foster scientific and technological innovation mission and responsibility.