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

<p>This paper first investigates the statistical analysis algorithms of the relationship between teachers’ English proficiency and students’ English achievement, including multiple linear, quantile, and panel regression models. In the empirical analysis section, the relative relationships between various English proficiencies of teachers and their teaching abilities were explored by examining the relationships between English proficiencies of college teachers and their teaching abilities. Then, the association between college teachers’ English proficiency and students’ English achievement was explored through correlation and regression analyses, and covariance diagnostics were conducted to ensure the reliability of the results. The results showed that teachers’ English proficiency explained 27.5% of the variance in English achievement, where the coefficient <italic>β</italic> was 0.522. Demonstrating that teachers' English proficiency had a significant positive impact on English achievement.</p>
</abstract>

This paper first investigates the statistical analysis algorithms of the relationship between teachers’ English proficiency and students’ English achievement, including multiple linear, quantile, and panel regression models. In the empirical analysis section, the relative relationships between various English proficiencies of teachers and their teaching abilities were explored by examining the relationships between English proficiencies of college teachers and their teaching abilities. Then, the association between college teachers’ English proficiency and students’ English achievement was explored through correlation and regression analyses, and covariance diagnostics were conducted to ensure the reliability of the results. The results showed that teachers’ English proficiency explained 27.5% of the variance in English achievement, where the coefficient β was 0.522. Demonstrating that teachers' English proficiency had a significant positive impact on English achievement.

Exploring the relationship between teachers’ English proficiency and students’ English achievement based on multiple linear regression

Peking University Founder Technology College

Applied Mathematics and Nonlinear Sciences

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

This paper first investigates the statistical analysis algorithms of the relationship between teachers’ English proficiency and students’ English achievement,...

Exploring the relationship between teachers’ English proficiency and students’ English achievement based on multiple linear regression

Published Online: Oct 21, 2023

Page range: -

Received: Dec 13, 2022

Accepted: May 01, 2023

DOI: https://doi.org/10.2478/amns.2023.2.00703

Keywords
Multiple linear regression, Quantile regression, Panel regression, Teachers’ English proficiency, English achievement

© 2023 Lin Lin et al., published by Sciendo

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

Exploring the relationship between teachers’ English proficiency and students’ English achievement based on multiple linear regression

Published Online: Oct 21, 2023

Page range: -

Received: Dec 13, 2022

Accepted: May 01, 2023

DOI: https://doi.org/10.2478/amns.2023.2.00703

KeywordsMultiple linear regression, Quantile regression, Panel regression, Teachers’ English proficiency, English achievement

© 2023 Lin Lin et al., published by Sciendo

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

Keywords
Multiple linear regression, Quantile regression, Panel regression, Teachers’ English proficiency, English achievement