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

<p>In this paper, a factor analysis of emotion management competencies was conducted using multivariate statistical analysis for the emotion management strategies of college students. Five competencies, such as emotion regulation ability and seeking external support, were selected as exploratory factors, and KMO and Bartlett's sphericity test verified their feasibility. After the factors were identified, the correlation and influence of physical exercise on college students’ emotion management ability were investigated based on multiple regression methods, and optimization strategies were proposed in turn. In terms of exercise time, college students’ emotion management ability was significantly correlated with exercise time in general, and the correlation coefficient was 0.885. The intensity and frequency of physical exercise showed a linear relationship with college students’ emotion management ability, and the coefficients of the standardized regression equation were 0.325 and 0.246, in turn.</p>
</abstract>

In this paper, a factor analysis of emotion management competencies was conducted using multivariate statistical analysis for the emotion management strategies of college students. Five competencies, such as emotion regulation ability and seeking external support, were selected as exploratory factors, and KMO and Bartlett's sphericity test verified their feasibility. After the factors were identified, the correlation and influence of physical exercise on college students’ emotion management ability were investigated based on multiple regression methods, and optimization strategies were proposed in turn. In terms of exercise time, college students’ emotion management ability was significantly correlated with exercise time in general, and the correlation coefficient was 0.885. The intensity and frequency of physical exercise showed a linear relationship with college students’ emotion management ability, and the coefficients of the standardized regression equation were 0.325 and 0.246, in turn.

Study on the optimization of college students’ emotion management strategies based on multivariate statistical analysis

Applied Mathematics and Nonlinear Sciences

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

In this paper, a factor analysis of emotion management competencies was conducted using multivariate statistical analysis for the emotion management strategies...

Study on the optimization of college students’ emotion management strategies based on multivariate statistical analysis

Published Online: Oct 28, 2023

Page range: -

Received: Jan 25, 2023

Accepted: May 08, 2023

DOI: https://doi.org/10.2478/amns.2023.2.00849

Keywords
Factor analysis, Multiple regression analysis, KMO test, Sphericity test, Sentiment management

© 2023 Shanshan He et al., published by Sciendo

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

Study on the optimization of college students’ emotion management strategies based on multivariate statistical analysis

Published Online: Oct 28, 2023

Page range: -

Received: Jan 25, 2023

Accepted: May 08, 2023

DOI: https://doi.org/10.2478/amns.2023.2.00849

KeywordsFactor analysis, Multiple regression analysis, KMO test, Sphericity test, Sentiment management

© 2023 Shanshan He et al., published by Sciendo

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

Keywords
Factor analysis, Multiple regression analysis, KMO test, Sphericity test, Sentiment management