Relationship Between Physical Activity Sedentary Behavior and Body Mass Index in Children and Adolescents Based on FIT Model
Publicado en línea: 28 abr 2023
Páginas: 1521 - 1530
Recibido: 30 mar 2022
Aceptado: 17 jul 2022
DOI: https://doi.org/10.2478/amns.2023.1.00056
Palabras clave
© 2023 Dong Liang et al., published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.
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%.