This article discusses the educational effectiveness of academic associations in colleges and universities under the background of "four new" disciplines. The West China Smart Oral Medicine Association of Sichuan University was taken as an example for practice research to analyze the aspects of community management, student training, ability assessment and reward mechanism, with a focus on the "134" training mode for cultivating the innovation and entrepreneurship abilities among students. This model provides a useful reference for the development of academic associations in colleges and universities, in order to give full play to the educational effectiveness of associations in innovation and entrepreneurship practice and cultivating more outstanding talents for the society.

This article discusses the educational effectiveness of academic associations in colleges and universities under the background of "four new" disciplines. The West China Smart Oral Medicine Association of Sichuan University was taken as an example for practice research to analyze the aspects of community management, student training, ability assessment and reward mechanism, with a focus on the "134" training mode for cultivating the innovation and entrepreneurship abilities among students. This model provides a useful reference for the development of academic associations in colleges and universities, in order to give full play to the educational effectiveness of associations in innovation and entrepreneurship practice and cultivating more outstanding talents for the society.