Analysis of Classroom Interaction Efficacy of English Teachers in Higher Education and Modeling Research Based on Multiple Regression

Teacher-student interaction, as the most important way of classroom interaction, its level directly affects the quality of classroom teaching.The study selected three English listening classes, three English reading and writing classes, and three English exercise classes, totaling nine English classes in a university for video recording.With the help of the Improved Flanders Interaction Analysis System (iFIAS), the study utilized classroom observation and multiple regression analysis to investigate the effectiveness of teacher-student interactions in the classroom and their influencing factors.It was found that the average value of students' classroom discourse ratio (40.3%) was smaller than the average value of teachers' classroom discourse ratio (48.1%), and that a reasonable structure of teacher-student language ratio was more conducive to the formation of benign interactions in the classroom and the enhancement of the overall classroom effectiveness.In addition, teaching ability, learning style, learning motivation and classroom environment all positively affect the effectiveness of English teachers' classroom interaction in colleges and universities.Therefore, it is necessary to start from these four aspects to adjust the language ratio structure, create a positive classroom atmosphere, and enhance the integration of information technology and the classroom.