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

被引：0

作者：

Lin L. ^{[1
]}

Xu G. ^{[1
]}

Li H. ^{[1
]}

Wang F. ^{[2
]}

Wang X. ^{[3
]}

Li Q. ^{[1
]}

机构：

[1] Department of Foreign Languages, Cangzhou Normal University, Hebei, Cangzhou

[2] Peking University Founder Technology College, Hebei, Langfang

[3] Five Red Star School, Hebei, Shijiazhuang

来源：

Applied Mathematics and Nonlinear Sciences | 2024年 / 9卷 / 01期

关键词：

English achievement; Multiple linear regression; Panel regression; Quantile regression; Teachers’ English proficiency;

D O I：

10.2478/amns.2023.2.00703

中图分类号：

O212 [数理统计];

学科分类号：

摘要：

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. © 2023 Lin Lin, Guanglin Xu, Hao Li, Fang Wang, Xuemin Wang and Qing Li, published by Sciendo.

引用

共 17 条

[1] Dervenis C., Fitsilis P., Iatrellis O., A review of research on teacher competencies in higher education, Quality Assurance in Education, (2022)
[2] Sulistio P.H., Purwati T., Muttaqin U., The Influence of English Teacher Competence on Learning Achievement of High School Students in Purwokerto, English Language in Focus (ELIF), 4, 1, pp. 61-68, (2021)
[3] Chan-Rabanal G., Academic achievement and LET performance of the bachelor of elementary education graduates, University of Northern Philippines, International Journal of Scientific and Research Publications, 6, 6, pp. 455-461, (2016)
[4] Kartal G., Basol H.C., Generic Teacher Competencies and the English Language Teacher Education Program in Turkey, Novitas-ROYAL (Research on Youth and Language), 13, 2, pp. 133-154, (2019)
[5] Sidabalok N.E., The Effect of Teaching Teacher Competence on Student Learning Evektivity in Mts Tebing Syahbandar District, International Journal of Educational Research Excellence (IJERE), 1, 1, pp. 159-161, (2022)
[6] Zamora J.T., Zamora J.J.M., 21st Century Teaching Skills and Teaching Standards Competence Level of Teacher, International Journal of Learning, Teaching and Educational Research, 21, 5, pp. 220-238, (2022)
[7] Ramos A., Content knowledge and pedagogical skills of teacher and its relationship with learner’s academic performance in learning English, International Journal of Educational Science and Research (IJESR), 11, 1, pp. 11-16, (2021)
[8] Faez F., Karas M., Uchihara T., Connecting language proficiency to teaching ability: A meta-analysis, Language Teaching Research, 25, 5, pp. 754-777, (2021)
[9] Dang T.K.A., Bonar G., Yao J., Professional learning for educators teaching in English-medium-instruction in higher education: A systematic review, Teaching in Higher Education, pp. 1-19, (2021)
[10] Sulistiyo U., Haswindy S., Organizing professional and pedagogical training to improve English teachers’ skills: A literature review, Edukasi: Jurnal Pendidikan Dan Pengajaran, 5, 2, pp. 167-174, (2018)

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