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

<p>To promote the innovative reform of physical education teaching, this paper adopts the multivariate statistical analysis method to construct a set of multivariate evaluation system. A comprehensive assessment and classification of teaching quality was realized through principal component analysis, flower-pollinated cluster analysis and robust factor analysis model. The teaching quality assessment system of the physical education option course designed in this study includes four primary indicators and 13 secondary indicators. The results showed significant differences in teaching quality among teachers, and the three retained principal factors could reflect 78.15241% of the student performance information, which provided a vital quality control reference for physical education teaching.</p>
</abstract>

To promote the innovative reform of physical education teaching, this paper adopts the multivariate statistical analysis method to construct a set of multivariate evaluation system. A comprehensive assessment and classification of teaching quality was realized through principal component analysis, flower-pollinated cluster analysis and robust factor analysis model. The teaching quality assessment system of the physical education option course designed in this study includes four primary indicators and 13 secondary indicators. The results showed significant differences in teaching quality among teachers, and the three retained principal factors could reflect 78.15241% of the student performance information, which provided a vital quality control reference for physical education teaching.

Construction of Physical Education Teaching Reform Innovation Guarantee System Based on Multivariate Statistical Analysis

the Chongqing Technology and Business University

Applied Mathematics and Nonlinear Sciences

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

To promote the innovative reform of physical education teaching, this paper adopts the multivariate statistical analysis method to construct a set of...

Construction of Physical Education Teaching Reform Innovation Guarantee System Based on Multivariate Statistical Analysis

Online veröffentlicht: 26. Feb. 2024

Seitenbereich: -

Eingereicht: 10. Jan. 2024

Akzeptiert: 17. Jan. 2024

DOI: https://doi.org/10.2478/amns-2024-0440

Schlüsselwörter
Principal component analysis, Cluster analysis, Factor analysis, Multivariate evaluation

© 2024 Hong Yang, published by Sciendo

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

Construction of Physical Education Teaching Reform Innovation Guarantee System Based on Multivariate Statistical Analysis

Online veröffentlicht: 26. Feb. 2024

Seitenbereich: -

Eingereicht: 10. Jan. 2024

Akzeptiert: 17. Jan. 2024

DOI: https://doi.org/10.2478/amns-2024-0440

SchlüsselwörterPrincipal component analysis, Cluster analysis, Factor analysis, Multivariate evaluation

© 2024 Hong Yang, published by Sciendo

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

Schlüsselwörter
Principal component analysis, Cluster analysis, Factor analysis, Multivariate evaluation