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<p>This paper examines the effectiveness of educational management in colleges and universities by analyzing the comprehensive quality evaluation of students through principal component analysis. In the study, this paper constructs a set of index systems for students’ comprehensive quality evaluation obtains principal components and determines the number of retained principal components by standardizing the original data and calculating the eigenvalues and eigenvectors of the correlation coefficient matrix. Through detailed assessment and analysis of student’s basic information, personal comprehensive quality evaluation and overall quality evaluation, conclusions about the effectiveness of education management in colleges and universities were drawn. The analysis showed that the overall evaluation scores of students A, B, C, D and E, 5 were 84.7, 90.7, 74.79, 78.09 and 84.86, respectively. From the evaluation results, the student's overall quality development was relatively balanced, and the overall evaluation was good.</p>
</abstract>

This paper examines the effectiveness of educational management in colleges and universities by analyzing the comprehensive quality evaluation of students through principal component analysis. In the study, this paper constructs a set of index systems for students’ comprehensive quality evaluation obtains principal components and determines the number of retained principal components by standardizing the original data and calculating the eigenvalues and eigenvectors of the correlation coefficient matrix. Through detailed assessment and analysis of student’s basic information, personal comprehensive quality evaluation and overall quality evaluation, conclusions about the effectiveness of education management in colleges and universities were drawn. The analysis showed that the overall evaluation scores of students A, B, C, D and E, 5 were 84.7, 90.7, 74.79, 78.09 and 84.86, respectively. From the evaluation results, the student's overall quality development was relatively balanced, and the overall evaluation was good.

Effectiveness analysis of university education management applying principal component analysis method

Applied Mathematics and Nonlinear Sciences

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

This paper examines the effectiveness of educational management in colleges and universities by analyzing the comprehensive quality evaluation of students...

Effectiveness analysis of university education management applying principal component analysis method

Published Online: Oct 28, 2023

Page range: -

Received: Jan 10, 2023

Accepted: May 08, 2023

DOI: https://doi.org/10.2478/amns.2023.2.00846

Keywords
Principal component analysis, Eigenvectors, Comprehensive quality evaluation, Educational management, Indicator system

© 2023 Xiuli Chen, published by Sciendo

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

Effectiveness analysis of university education management applying principal component analysis method

Published Online: Oct 28, 2023

Page range: -

Received: Jan 10, 2023

Accepted: May 08, 2023

DOI: https://doi.org/10.2478/amns.2023.2.00846

KeywordsPrincipal component analysis, Eigenvectors, Comprehensive quality evaluation, Educational management, Indicator system

© 2023 Xiuli Chen, published by Sciendo

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

Keywords
Principal component analysis, Eigenvectors, Comprehensive quality evaluation, Educational management, Indicator system