Construction and testing of a model of self-efficacy and physical activity for mental health in adolescents based on AMOS technology

Jiaben Huang; Rubao Dong; Ronghua Wang; Yongqing Pei; Qinze Fan; Dian Luo

doi:10.1117/12.2671914

28 March 2023 Construction and testing of a model of self-efficacy and physical activity for mental health in adolescents based on AMOS technology

Jiaben Huang, Rubao Dong, Ronghua Wang, Yongqing Pei, Qinze Fan, Dian Luo

Author Affiliations +

Proceedings Volume 12597, Second International Conference on Statistics, Applied Mathematics, and Computing Science (CSAMCS 2022); 1259707 (2023) https://doi.org/10.1117/12.2671914
Event: Second International Conference on Statistics, Applied Mathematics, and Computing Science (CSAMCS 2022), 2022, Nanjing, China

Abstract

The General Self-Efficacy Scale (GSES), Physical Activity Scale for Adolescents (PAQ-A), and Middle School Student Mental Health Scale (MSSMHS) were used to obtain valid test data from1528 secondary school students in Guiyang City through stratified random sampling, and the data were then processed by SPSS26.0, and the missing values and abnormal values were processed. Afterward, the AMOS24.0 was used to construct a model of self-efficacy and physical activity for mental health in adolescents with data imported for validation. The model of self-efficacy and physical activity for mental health in adolescents was validated by the Confirmatory Factor Analysis (CFA) structural validity test, proving the validation of hypotheses H1, H2, and H3. And the results concluded CMIN/DF=4.788, RMSEA=0.050, GFI=0.950, TLI=0.964, and CFI=0.968 as an ideal model adaption. Conclusion: the model of self-efficacy and physical activity for mental health in adolescents provides a more intuitive and effective method for future research of the same type, thus improving the efficiency as well as the scientific validity of the research.

Citation Download Citation

Jiaben Huang, Rubao Dong, Ronghua Wang, Yongqing Pei, Qinze Fan, and Dian Luo "Construction and testing of a model of self-efficacy and physical activity for mental health in adolescents based on AMOS technology", Proc. SPIE 12597, Second International Conference on Statistics, Applied Mathematics, and Computing Science (CSAMCS 2022), 1259707 (28 March 2023); https://doi.org/10.1117/12.2671914

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