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O7-7 School-based intervention and nutritional behaviours change among adolescents: cross-sectional latent class and longitudinal latent transition analysis
BACKGROUND: Nutritional behaviours such as diet, physical activity (PA) and sedentary behaviour (SB) are interdependent and are likely to change in different way during a public health intervention. This study aimed to 1) identify cross-sectional nutritional profiles and their 2-year longitudinal tr...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9421754/ http://dx.doi.org/10.1093/eurpub/ckac094.055 |
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author | Dakin, Mohamed Manneville, Florian Omorou, Abdou |
author_facet | Dakin, Mohamed Manneville, Florian Omorou, Abdou |
author_sort | Dakin, Mohamed |
collection | PubMed |
description | BACKGROUND: Nutritional behaviours such as diet, physical activity (PA) and sedentary behaviour (SB) are interdependent and are likely to change in different way during a public health intervention. This study aimed to 1) identify cross-sectional nutritional profiles and their 2-year longitudinal transition among French school-aged adolescents, 2) identify factors associated with these profiles and transition. METHODS: Adolescents from the 2-year school-based PRALIMAP (PRomotion de l'ALIMentation et de l'Activité Physique) intervention were included. Nutritional behaviours (diet, PA and SB) were assessed by self-administered questionnaire at the beginning (T0) and end (T2) of the study. Nutritional profiles were identified at T0 using latent class analysis, and their transition from T0 to T2 using latent transition analysis. Logistic regression models were computed to identify associated factors such as sex, weight status, age, socioeconomic status and a PRALIMAP intervention. RESULTS: Among the 2390 adolescents included (mean ± SD age=15.1 ± 0.6 years), 5 nutritional profiles were evidenced at T0 and labelled as ‘healthy'(12.2%), ‘excessive diet' (16.0%), ‘physically inactive' (26.1%), ‘restrictive diet' (23.5%), and ‘unhealthy' (22.2%). Compared to ‘physically inactive' profile, adolescents from the ‘healthy' ones were less likely to be girls (OR = 0.21; p>.0001), and socially advantaged (OR = 0.87; p=.0002). ‘Unhealthy' profile adolescents were less likely to be overweight/obese (OR = 0.48; p>.0001) and more likely to be older (OR = 3.67; p>.0001). At T2, proportion of adolescents increased in ‘healthy' (+4.6%), ‘unhealthy' (+2.8%) profiles, and decreased in ‘excessive diet' (-1.2%), ‘physically inactive' (-3.2%), ‘restrictive diet' (-3.03%) profiles. Compared to the control group, adolescents from the intervention group were more likely to remain in ‘healthy' (OR = 1.3), and to switch from ‘excessive eater' (OR = 1.1) and ‘physically inactive' (OR = 2.6) to ‘healthy'. Sustainability of ‘healthy' profile increased with socioeconomic status. CONCLUSIONS: The results of this study confirm the variety of behavioural profiles in nutrition with significant social differences. It also demonstrated the effectiveness of the intervention in changing behaviours favourably. Public health focusing on nutritional changes may be more effective it taking in to account the social status of adolescents. |
format | Online Article Text |
id | pubmed-9421754 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-94217542022-08-29 O7-7 School-based intervention and nutritional behaviours change among adolescents: cross-sectional latent class and longitudinal latent transition analysis Dakin, Mohamed Manneville, Florian Omorou, Abdou Eur J Public Health Parallel Sessions BACKGROUND: Nutritional behaviours such as diet, physical activity (PA) and sedentary behaviour (SB) are interdependent and are likely to change in different way during a public health intervention. This study aimed to 1) identify cross-sectional nutritional profiles and their 2-year longitudinal transition among French school-aged adolescents, 2) identify factors associated with these profiles and transition. METHODS: Adolescents from the 2-year school-based PRALIMAP (PRomotion de l'ALIMentation et de l'Activité Physique) intervention were included. Nutritional behaviours (diet, PA and SB) were assessed by self-administered questionnaire at the beginning (T0) and end (T2) of the study. Nutritional profiles were identified at T0 using latent class analysis, and their transition from T0 to T2 using latent transition analysis. Logistic regression models were computed to identify associated factors such as sex, weight status, age, socioeconomic status and a PRALIMAP intervention. RESULTS: Among the 2390 adolescents included (mean ± SD age=15.1 ± 0.6 years), 5 nutritional profiles were evidenced at T0 and labelled as ‘healthy'(12.2%), ‘excessive diet' (16.0%), ‘physically inactive' (26.1%), ‘restrictive diet' (23.5%), and ‘unhealthy' (22.2%). Compared to ‘physically inactive' profile, adolescents from the ‘healthy' ones were less likely to be girls (OR = 0.21; p>.0001), and socially advantaged (OR = 0.87; p=.0002). ‘Unhealthy' profile adolescents were less likely to be overweight/obese (OR = 0.48; p>.0001) and more likely to be older (OR = 3.67; p>.0001). At T2, proportion of adolescents increased in ‘healthy' (+4.6%), ‘unhealthy' (+2.8%) profiles, and decreased in ‘excessive diet' (-1.2%), ‘physically inactive' (-3.2%), ‘restrictive diet' (-3.03%) profiles. Compared to the control group, adolescents from the intervention group were more likely to remain in ‘healthy' (OR = 1.3), and to switch from ‘excessive eater' (OR = 1.1) and ‘physically inactive' (OR = 2.6) to ‘healthy'. Sustainability of ‘healthy' profile increased with socioeconomic status. CONCLUSIONS: The results of this study confirm the variety of behavioural profiles in nutrition with significant social differences. It also demonstrated the effectiveness of the intervention in changing behaviours favourably. Public health focusing on nutritional changes may be more effective it taking in to account the social status of adolescents. Oxford University Press 2022-08-29 /pmc/articles/PMC9421754/ http://dx.doi.org/10.1093/eurpub/ckac094.055 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of the European Public Health Association. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Parallel Sessions Dakin, Mohamed Manneville, Florian Omorou, Abdou O7-7 School-based intervention and nutritional behaviours change among adolescents: cross-sectional latent class and longitudinal latent transition analysis |
title | O7-7 School-based intervention and nutritional behaviours change among adolescents: cross-sectional latent class and longitudinal latent transition analysis |
title_full | O7-7 School-based intervention and nutritional behaviours change among adolescents: cross-sectional latent class and longitudinal latent transition analysis |
title_fullStr | O7-7 School-based intervention and nutritional behaviours change among adolescents: cross-sectional latent class and longitudinal latent transition analysis |
title_full_unstemmed | O7-7 School-based intervention and nutritional behaviours change among adolescents: cross-sectional latent class and longitudinal latent transition analysis |
title_short | O7-7 School-based intervention and nutritional behaviours change among adolescents: cross-sectional latent class and longitudinal latent transition analysis |
title_sort | o7-7 school-based intervention and nutritional behaviours change among adolescents: cross-sectional latent class and longitudinal latent transition analysis |
topic | Parallel Sessions |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9421754/ http://dx.doi.org/10.1093/eurpub/ckac094.055 |
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