Clustering lifestyle risk behaviors among Vietnamese adolescents and roles of school: A Bayesian multilevel analysis of global school-based student health survey 2019
Background Adolescence is a vulnerable period for many lifestyle risk behaviors. In this study, we aimed to 1) examine a clustering pattern of lifestyle risk behaviors; 2) investigate roles of the school health promotion programs on this pattern among adolescents in Vietnam. Methods We analyzed data...
| Autores principales: | , , , , , , |
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| Formato: | Journal Article |
| Lenguaje: | Inglés |
| Publicado: |
Elsevier
2021
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| Acceso en línea: | https://hdl.handle.net/10568/142773 |
| _version_ | 1855519955363037184 |
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| author | Khương, Long Quỳnh Hoang, Ngoc-Anh Thi Nguyen, Phuong Hong Tran, Tuyet-Hanh Thi Park, Kidong Takeuchi, Momoe Nguyen, Lam Tuan |
| author_browse | Hoang, Ngoc-Anh Thi Khương, Long Quỳnh Nguyen, Lam Tuan Nguyen, Phuong Hong Park, Kidong Takeuchi, Momoe Tran, Tuyet-Hanh Thi |
| author_facet | Khương, Long Quỳnh Hoang, Ngoc-Anh Thi Nguyen, Phuong Hong Tran, Tuyet-Hanh Thi Park, Kidong Takeuchi, Momoe Nguyen, Lam Tuan |
| author_sort | Khương, Long Quỳnh |
| collection | Repository of Agricultural Research Outputs (CGSpace) |
| description | Background Adolescence is a vulnerable period for many lifestyle risk behaviors. In this study, we aimed to 1) examine a clustering pattern of lifestyle risk behaviors; 2) investigate roles of the school health promotion programs on this pattern among adolescents in Vietnam. Methods We analyzed data of 7,541 adolescents aged 13–17 years from the 2019 nationally representative Global School-based Student Health Survey, conducted in 20 provinces and cities in Vietnam. We applied the latent class analysis to identify groups of clustering and used Bayesian 2-level logistic regressions to evaluate the correlation of school health promotion programs on these clusters. We reassessed the school effect size by incorporating different informative priors to the Bayesian models. Findings The most frequent lifestyle risk behavior among Vietnamese adolescents was physical inactivity, followed by unhealthy diet, and sedentary behavior. Most of students had a cluster of at least two risk factors and nearly a half with at least three risk factors. Latent class analysis detected 23% males and 18% females being at higher risk of lifestyle behaviors. Consistent through different priors, high quality of health promotion programs associated with lower the odds of lifestyle risk behaviors (highest quality schools vs. lowest quality schools; males: Odds ratio (OR) = 0·67, 95% Highest Density Interval (HDI): 0·46 – 0·93; females: OR = 0·69, 95% HDI: 0·47 – 0·98). Interpretation Our findings demonstrated the clustering of specific lifestyle risk behaviors among Vietnamese in-school adolescents. School-based interventions separated for males and females might reduce multiple health risk behaviors in adolescence. Funding The 2019 Global School-based Student Health Survey was conducted with financial support from the World Health Organization. The authors received no funding for the data analysis, data interpretation, manuscript writing, authorship, and/or publication of this article. |
| format | Journal Article |
| id | CGSpace142773 |
| institution | CGIAR Consortium |
| language | Inglés |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | Elsevier |
| publisherStr | Elsevier |
| record_format | dspace |
| spelling | CGSpace1427732025-04-03T21:29:18Z Clustering lifestyle risk behaviors among Vietnamese adolescents and roles of school: A Bayesian multilevel analysis of global school-based student health survey 2019 Khương, Long Quỳnh Hoang, Ngoc-Anh Thi Nguyen, Phuong Hong Tran, Tuyet-Hanh Thi Park, Kidong Takeuchi, Momoe Nguyen, Lam Tuan models adolescents surveys health risk analysis schools children risk behaviour methodology Background Adolescence is a vulnerable period for many lifestyle risk behaviors. In this study, we aimed to 1) examine a clustering pattern of lifestyle risk behaviors; 2) investigate roles of the school health promotion programs on this pattern among adolescents in Vietnam. Methods We analyzed data of 7,541 adolescents aged 13–17 years from the 2019 nationally representative Global School-based Student Health Survey, conducted in 20 provinces and cities in Vietnam. We applied the latent class analysis to identify groups of clustering and used Bayesian 2-level logistic regressions to evaluate the correlation of school health promotion programs on these clusters. We reassessed the school effect size by incorporating different informative priors to the Bayesian models. Findings The most frequent lifestyle risk behavior among Vietnamese adolescents was physical inactivity, followed by unhealthy diet, and sedentary behavior. Most of students had a cluster of at least two risk factors and nearly a half with at least three risk factors. Latent class analysis detected 23% males and 18% females being at higher risk of lifestyle behaviors. Consistent through different priors, high quality of health promotion programs associated with lower the odds of lifestyle risk behaviors (highest quality schools vs. lowest quality schools; males: Odds ratio (OR) = 0·67, 95% Highest Density Interval (HDI): 0·46 – 0·93; females: OR = 0·69, 95% HDI: 0·47 – 0·98). Interpretation Our findings demonstrated the clustering of specific lifestyle risk behaviors among Vietnamese in-school adolescents. School-based interventions separated for males and females might reduce multiple health risk behaviors in adolescence. Funding The 2019 Global School-based Student Health Survey was conducted with financial support from the World Health Organization. The authors received no funding for the data analysis, data interpretation, manuscript writing, authorship, and/or publication of this article. 2021-10-01 2024-05-22T12:11:02Z 2024-05-22T12:11:02Z Journal Article https://hdl.handle.net/10568/142773 en Open Access Elsevier Khuong, Long Quynh; Hoang, Ngoc-Anh Thi; Nguyen, Phuong Hong; Tran, Tuyet-Hanh Thi; Park, Kidong; Takeuchi, Momoe; Nguyen, Lam Tuan; et al. 2021. Clustering lifestyle risk behaviors among Vietnamese adolescents and roles of school: A Bayesian multilevel analysis of global school-based student health survey 2019. Lancet Regional Health – Western Pacific 15: 100225. https://doi.org/10.1016/j.lanwpc.2021.100225 |
| spellingShingle | models adolescents surveys health risk analysis schools children risk behaviour methodology Khương, Long Quỳnh Hoang, Ngoc-Anh Thi Nguyen, Phuong Hong Tran, Tuyet-Hanh Thi Park, Kidong Takeuchi, Momoe Nguyen, Lam Tuan Clustering lifestyle risk behaviors among Vietnamese adolescents and roles of school: A Bayesian multilevel analysis of global school-based student health survey 2019 |
| title | Clustering lifestyle risk behaviors among Vietnamese adolescents and roles of school: A Bayesian multilevel analysis of global school-based student health survey 2019 |
| title_full | Clustering lifestyle risk behaviors among Vietnamese adolescents and roles of school: A Bayesian multilevel analysis of global school-based student health survey 2019 |
| title_fullStr | Clustering lifestyle risk behaviors among Vietnamese adolescents and roles of school: A Bayesian multilevel analysis of global school-based student health survey 2019 |
| title_full_unstemmed | Clustering lifestyle risk behaviors among Vietnamese adolescents and roles of school: A Bayesian multilevel analysis of global school-based student health survey 2019 |
| title_short | Clustering lifestyle risk behaviors among Vietnamese adolescents and roles of school: A Bayesian multilevel analysis of global school-based student health survey 2019 |
| title_sort | clustering lifestyle risk behaviors among vietnamese adolescents and roles of school a bayesian multilevel analysis of global school based student health survey 2019 |
| topic | models adolescents surveys health risk analysis schools children risk behaviour methodology |
| url | https://hdl.handle.net/10568/142773 |
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