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The effects of hypothetical behavioral interventions on the 13-year incidence of overweight/obesity in children and adolescents
BACKGROUND: In view of the high burden of childhood overweight/obesity (OW/OB), it is important to identify targets for interventions that may have the greatest effects on preventing OW/OB in early life. Using methods of causal inference, we studied the effects of sustained behavioral interventions...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10463721/ https://www.ncbi.nlm.nih.gov/pubmed/37620898 http://dx.doi.org/10.1186/s12966-023-01501-6 |
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author | Börnhorst, C. Pigeot, I. De Henauw, S. Formisano, A. Lissner, L. Molnár, D. Moreno, L. A. Tornaritis, M. Veidebaum, T. Vrijkotte, T. Didelez, V. Wolters, M. |
author_facet | Börnhorst, C. Pigeot, I. De Henauw, S. Formisano, A. Lissner, L. Molnár, D. Moreno, L. A. Tornaritis, M. Veidebaum, T. Vrijkotte, T. Didelez, V. Wolters, M. |
author_sort | Börnhorst, C. |
collection | PubMed |
description | BACKGROUND: In view of the high burden of childhood overweight/obesity (OW/OB), it is important to identify targets for interventions that may have the greatest effects on preventing OW/OB in early life. Using methods of causal inference, we studied the effects of sustained behavioral interventions on the long-term risk of developing OW/OB based on a large European cohort. METHODS: Our sample comprised 10 877 children aged 2 to < 10 years at baseline who participated in the well-phenotyped IDEFICS/I.Family cohort. Children were followed from 2007/08 to 2020/21. Applying the parametric g-formula, the 13-year risk of developing OW/OB was estimated under various sustained hypothetical interventions on physical activity, screen time, dietary intake and sleep duration. Interventions imposing adherence to recommendations (e.g. maximum 2 h/day screen time) as well as interventions ‘shifting’ the behavior by a specified amount (e.g. decreasing screen time by 30 min/day) were compared to ‘no intervention’ (i.e. maintaining the usual or so-called natural behavior). Separately, the effectiveness of these interventions in vulnerable groups was assessed. RESULTS: The 13-year risk of developing OW/OB was 30.7% under no intervention and 25.4% when multiple interventions were imposed jointly. Meeting screen time and moderate-to-vigorous physical activity (MVPA) recommendations were found to be most effective, reducing the incidence of OW/OB by -2.2 [-4.4;-0.7] and -2.1 [-3.7;-0.8] percentage points (risk difference [95% confidence interval]), respectively. Meeting sleep recommendations (-0.6 [-1.1;-0.3]) had a similar effect as increasing sleep duration by 30 min/day (-0.6 [-0.9;-0.3]). The most effective intervention in children of parents with low/medium educational level was being member in a sports club; for children of mothers with OW/OB, meeting screen time recommendations and membership in a sports club had the largest effects. CONCLUSIONS: While the effects of single behavioral interventions sustained over 13 years were rather small, a joint intervention on multiple behaviors resulted in a relative reduction of the 13-year OW/OB risk by between 10 to 26%. Individually, meeting MVPA and screen time recommendations were most effective. Nevertheless, even under the joint intervention the absolute OW/OB risk remained at a high level of 25.4% suggesting that further strategies to better prevent OW/OB are required. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12966-023-01501-6. |
format | Online Article Text |
id | pubmed-10463721 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-104637212023-08-30 The effects of hypothetical behavioral interventions on the 13-year incidence of overweight/obesity in children and adolescents Börnhorst, C. Pigeot, I. De Henauw, S. Formisano, A. Lissner, L. Molnár, D. Moreno, L. A. Tornaritis, M. Veidebaum, T. Vrijkotte, T. Didelez, V. Wolters, M. Int J Behav Nutr Phys Act Research BACKGROUND: In view of the high burden of childhood overweight/obesity (OW/OB), it is important to identify targets for interventions that may have the greatest effects on preventing OW/OB in early life. Using methods of causal inference, we studied the effects of sustained behavioral interventions on the long-term risk of developing OW/OB based on a large European cohort. METHODS: Our sample comprised 10 877 children aged 2 to < 10 years at baseline who participated in the well-phenotyped IDEFICS/I.Family cohort. Children were followed from 2007/08 to 2020/21. Applying the parametric g-formula, the 13-year risk of developing OW/OB was estimated under various sustained hypothetical interventions on physical activity, screen time, dietary intake and sleep duration. Interventions imposing adherence to recommendations (e.g. maximum 2 h/day screen time) as well as interventions ‘shifting’ the behavior by a specified amount (e.g. decreasing screen time by 30 min/day) were compared to ‘no intervention’ (i.e. maintaining the usual or so-called natural behavior). Separately, the effectiveness of these interventions in vulnerable groups was assessed. RESULTS: The 13-year risk of developing OW/OB was 30.7% under no intervention and 25.4% when multiple interventions were imposed jointly. Meeting screen time and moderate-to-vigorous physical activity (MVPA) recommendations were found to be most effective, reducing the incidence of OW/OB by -2.2 [-4.4;-0.7] and -2.1 [-3.7;-0.8] percentage points (risk difference [95% confidence interval]), respectively. Meeting sleep recommendations (-0.6 [-1.1;-0.3]) had a similar effect as increasing sleep duration by 30 min/day (-0.6 [-0.9;-0.3]). The most effective intervention in children of parents with low/medium educational level was being member in a sports club; for children of mothers with OW/OB, meeting screen time recommendations and membership in a sports club had the largest effects. CONCLUSIONS: While the effects of single behavioral interventions sustained over 13 years were rather small, a joint intervention on multiple behaviors resulted in a relative reduction of the 13-year OW/OB risk by between 10 to 26%. Individually, meeting MVPA and screen time recommendations were most effective. Nevertheless, even under the joint intervention the absolute OW/OB risk remained at a high level of 25.4% suggesting that further strategies to better prevent OW/OB are required. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12966-023-01501-6. BioMed Central 2023-08-24 /pmc/articles/PMC10463721/ /pubmed/37620898 http://dx.doi.org/10.1186/s12966-023-01501-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Börnhorst, C. Pigeot, I. De Henauw, S. Formisano, A. Lissner, L. Molnár, D. Moreno, L. A. Tornaritis, M. Veidebaum, T. Vrijkotte, T. Didelez, V. Wolters, M. The effects of hypothetical behavioral interventions on the 13-year incidence of overweight/obesity in children and adolescents |
title | The effects of hypothetical behavioral interventions on the 13-year incidence of overweight/obesity in children and adolescents |
title_full | The effects of hypothetical behavioral interventions on the 13-year incidence of overweight/obesity in children and adolescents |
title_fullStr | The effects of hypothetical behavioral interventions on the 13-year incidence of overweight/obesity in children and adolescents |
title_full_unstemmed | The effects of hypothetical behavioral interventions on the 13-year incidence of overweight/obesity in children and adolescents |
title_short | The effects of hypothetical behavioral interventions on the 13-year incidence of overweight/obesity in children and adolescents |
title_sort | effects of hypothetical behavioral interventions on the 13-year incidence of overweight/obesity in children and adolescents |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10463721/ https://www.ncbi.nlm.nih.gov/pubmed/37620898 http://dx.doi.org/10.1186/s12966-023-01501-6 |
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