Applied Mathematics and Nonlinear Sciences
Journal license

Journal

Applied Mathematics and Nonlinear Sciences


Volume
& Issue

Volume 8, Issue 1


Published
on

April 28, 2023


Pages

1521-1530


DOI

Article

Relationship Between Physical Activity Sedentary Behavior and Body Mass Index in Children and Adolescents Based on FIT Model


Authors

Dong Liang Affiliation:
Guangzhou Xinhua University, Machong Town, Dongguan, Guangdong, 523133, China
, Yanwen Lu Affiliation:
Jiaying University, Meizhou, Guangdong, 514031 China
, Zhang Sun Affiliation:
Guangzhou Xinhua University, Machong Town, Dongguan, Guangdong, 523133, China
, Jun Zhang Affiliation:
Guangzhou Xinhua University, Machong Town, Dongguan, Guangdong, 523133, China
and Liu Han Affiliation:
Guangzhou Xinhua University, Machong Town, Dongguan, Guangdong, 523133, China


Abstract

This study conducted a questionnaire survey on the physical condition of high school students based on FIT. The correlation between sedentary behavior, exercise level and physical fitness was studied. In this paper, the fuzzy C-average clustering method of the BP neural network is used to make statistics and classification of students’ physical condition. This paper collates the biological quality data of college students. Then this paper makes a comprehensive classification, classification and quantitative assessment of the data. The study found that college students’ sedentary habits varied from individual and family backgrounds. Family factors influence students’ physical exercise. Physical exercise was positively correlated with sedentary behavior and body mass index in adolescents. The accuracy of clustering combined with the BP neural network can reach 94%.


Keywords

Middle school students, FIT model, Sedentary behavior, Physical activity, Body mass index, BP neural network, Fuzzy C-means clustering algorithm, 92B20


Citation

Liang, D., Lu, Y., Sun, Z., Zhang, J., & Han, L. (2023). Relationship between physical activity sedentary behavior and body mass index in children and adolescents based on FIT model. Applied Mathematics and Nonlinear Sciences, 8(1), 1521–1530. https://doi.org/10.2478/amns.2023.1.00056

Published by: Engineering Journals

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