Based on the synergy theory, this paper analyzes the problems and the influencing factors in the current system of teacher education in light of the goals and requirements of teacher education reform in the new era. On this basis, a five-in-one collaboration model of "government-university-basic education school-family-society" is proposed from the perspective of constructing the coordination system of teacher education. Specific solutions and reform measures are also given in this paper.