A multiple linear regression-based study of the effect of college teachers’ teaching training on teaching performance
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 metho...
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| Format: | Article |
| Language: | English |
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Sciendo
2024-01-01
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| Series: | Applied Mathematics and Nonlinear Sciences |
| Subjects: | |
| Online Access: | https://doi.org/10.2478/amns.2023.2.00851 |
| _version_ | 1797340663889526784 |
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| author | Wei Liqing |
| author_facet | Wei Liqing |
| author_sort | Wei Liqing |
| collection | DOAJ |
| description | 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. |
| first_indexed | 2024-03-08T10:06:26Z |
| format | Article |
| id | doaj.art-18482b0ba07b43ec8e361c8d7fc9f5bc |
| institution | Directory Open Access Journal |
| issn | 2444-8656 |
| language | English |
| last_indexed | 2024-03-08T10:06:26Z |
| publishDate | 2024-01-01 |
| publisher | Sciendo |
| record_format | Article |
| series | Applied Mathematics and Nonlinear Sciences |
| spelling | doaj.art-18482b0ba07b43ec8e361c8d7fc9f5bc2024-01-29T08:52:37ZengSciendoApplied Mathematics and Nonlinear Sciences2444-86562024-01-019110.2478/amns.2023.2.00851A multiple linear regression-based study of the effect of college teachers’ teaching training on teaching performanceWei Liqing01Zhejiang Yuexiu University, Shaoxing, Zhejiang, 312000, China.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.https://doi.org/10.2478/amns.2023.2.00851career managementmultiple linear regressioninstructional training modelleast squaresteaching performance97b20 |
| spellingShingle | Wei Liqing A multiple linear regression-based study of the effect of college teachers’ teaching training on teaching performance Applied Mathematics and Nonlinear Sciences career management multiple linear regression instructional training model least squares teaching performance 97b20 |
| title | A multiple linear regression-based study of the effect of college teachers’ teaching training on teaching performance |
| title_full | A multiple linear regression-based study of the effect of college teachers’ teaching training on teaching performance |
| title_fullStr | A multiple linear regression-based study of the effect of college teachers’ teaching training on teaching performance |
| title_full_unstemmed | A multiple linear regression-based study of the effect of college teachers’ teaching training on teaching performance |
| title_short | A multiple linear regression-based study of the effect of college teachers’ teaching training on teaching performance |
| title_sort | multiple linear regression based study of the effect of college teachers teaching training on teaching performance |
| topic | career management multiple linear regression instructional training model least squares teaching performance 97b20 |
| url | https://doi.org/10.2478/amns.2023.2.00851 |
| work_keys_str_mv | AT weiliqing amultiplelinearregressionbasedstudyoftheeffectofcollegeteachersteachingtrainingonteachingperformance AT weiliqing multiplelinearregressionbasedstudyoftheeffectofcollegeteachersteachingtrainingonteachingperformance |