<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>The first part of this paper examines the training needs of college teachers teaching based on career management orientation and circular assessment model. Secondly, based on a multiple linear regression algorithm to construct the teaching training model for college teachers, the least squares method is used to find the optimal solution and mean square error to solve the parameters of the teaching training model. Finally, the situation was compared before and after the model was applied. The results showed that the mean score of academic achievement at the end of the experimental class in experiment group a was 12.2 points higher than that of the control class, and the mean score of academic achievement at the end of the experimental class in experiment group b was 11.1 points higher than that of the control class. This shows that teaching training for college teachers can improve teachers’ teaching abilities and thus improve teaching performance.</p>
</abstract>

The first part of this paper examines the training needs of college teachers teaching based on career management orientation and circular assessment model. Secondly, based on a multiple linear regression algorithm to construct the teaching training model for college teachers, the least squares method is used to find the optimal solution and mean square error to solve the parameters of the teaching training model. Finally, the situation was compared before and after the model was applied. The results showed that the mean score of academic achievement at the end of the experimental class in experiment group a was 12.2 points higher than that of the control class, and the mean score of academic achievement at the end of the experimental class in experiment group b was 11.1 points higher than that of the control class. This shows that teaching training for college teachers can improve teachers’ teaching abilities and thus improve teaching performance.

A multiple linear regression-based study of the effect of college teachers’ teaching training on teaching performance

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

The first part of this paper examines the training needs of college teachers teaching based on career management orientation and circular assessment model....

A multiple linear regression-based study of the effect of college teachers’ teaching training on teaching performance

Published Online: Oct 30, 2023

Page range: -

Received: Dec 29, 2022

Accepted: May 10, 2023

DOI: https://doi.org/10.2478/amns.2023.2.00851

Keywords
Career management, Multiple linear regression, Instructional training model, Least squares, Teaching performance

© 2023 Liqing Wei, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

A multiple linear regression-based study of the effect of college teachers’ teaching training on teaching performance

Published Online: Oct 30, 2023

Page range: -

Received: Dec 29, 2022

Accepted: May 10, 2023

DOI: https://doi.org/10.2478/amns.2023.2.00851

KeywordsCareer management, Multiple linear regression, Instructional training model, Least squares, Teaching performance

© 2023 Liqing Wei, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Keywords
Career management, Multiple linear regression, Instructional training model, Least squares, Teaching performance