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Eating behaviour, physical activity, TV exposure and sleeping habits in five year olds: a latent class analysis
BACKGROUND: Diet, physical activity, sedentary behaviours, and sleep time are considered major contributory factors of the increased prevalence of childhood overweight and obesity. The aims of this study were to (1) identify behavioural clusters of 5 year old children based on lifestyle behaviours,...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8052652/ https://www.ncbi.nlm.nih.gov/pubmed/33865345 http://dx.doi.org/10.1186/s12887-021-02640-0 |
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author | Mattsson, Molly Murray, Deirdre M. Kiely, Mairead McCarthy, Fergus P. McCarthy, Elaine Biesma, Regien Boland, Fiona |
author_facet | Mattsson, Molly Murray, Deirdre M. Kiely, Mairead McCarthy, Fergus P. McCarthy, Elaine Biesma, Regien Boland, Fiona |
author_sort | Mattsson, Molly |
collection | PubMed |
description | BACKGROUND: Diet, physical activity, sedentary behaviours, and sleep time are considered major contributory factors of the increased prevalence of childhood overweight and obesity. The aims of this study were to (1) identify behavioural clusters of 5 year old children based on lifestyle behaviours, (2) explore potential determinants of class membership, and (3) to determine if class membership was associated with body measure outcomes at 5 years of age. METHODS: Data on eating behaviour, engagement in active play, TV watching, and sleep duration in 1229 5 year old children from the Cork BASELINE birth cohort study was obtained through in-person interviews with parent. Latent class analysis was used to identify behavioural clusters. Potential determinants of cluster membership were investigated using multinomial logistic regression. Associations between the identified classes and cardio metabolic body measures were examined using multivariate logistic and linear regression, with cluster membership used as the independent variable. RESULTS: 51% of children belonged to a normative class, while 28% of children were in a class characterised by high scores on food avoidance scales in combination with low enjoyment of food, and 20% experienced high scores on the food approach scales. Children in both these classes had lower conditional probabilities of engaging in active play for at least 1 hour per day and sleeping for a minimum of 10 h, and higher probability of watching TV for 2 hours or more, compared to the normative class. Low socioeconomic index (SEI) and no breastfeeding at 2 months were found to be associated with membership of the class associated with high scores on the food avoidance scale, while lower maternal education was associated with the class defined by high food approach scores. Children in the class with high scores on the food approach scales had higher fat mass index (FMI), lean mass index (LMI), and waist-to-height ratio (WtHR) compared to the normative class, and were at greater risk of overweight and obesity. CONCLUSION: Findings suggest that eating behaviour appeared to influence overweight and obesity risk to a greater degree than activity levels at 5 years old. Further research of how potentially obesogenic behaviours in early life track over time and influence adiposity and other cardio metabolic outcomes is crucial to inform the timing of interventions. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12887-021-02640-0. |
format | Online Article Text |
id | pubmed-8052652 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-80526522021-04-19 Eating behaviour, physical activity, TV exposure and sleeping habits in five year olds: a latent class analysis Mattsson, Molly Murray, Deirdre M. Kiely, Mairead McCarthy, Fergus P. McCarthy, Elaine Biesma, Regien Boland, Fiona BMC Pediatr Research Article BACKGROUND: Diet, physical activity, sedentary behaviours, and sleep time are considered major contributory factors of the increased prevalence of childhood overweight and obesity. The aims of this study were to (1) identify behavioural clusters of 5 year old children based on lifestyle behaviours, (2) explore potential determinants of class membership, and (3) to determine if class membership was associated with body measure outcomes at 5 years of age. METHODS: Data on eating behaviour, engagement in active play, TV watching, and sleep duration in 1229 5 year old children from the Cork BASELINE birth cohort study was obtained through in-person interviews with parent. Latent class analysis was used to identify behavioural clusters. Potential determinants of cluster membership were investigated using multinomial logistic regression. Associations between the identified classes and cardio metabolic body measures were examined using multivariate logistic and linear regression, with cluster membership used as the independent variable. RESULTS: 51% of children belonged to a normative class, while 28% of children were in a class characterised by high scores on food avoidance scales in combination with low enjoyment of food, and 20% experienced high scores on the food approach scales. Children in both these classes had lower conditional probabilities of engaging in active play for at least 1 hour per day and sleeping for a minimum of 10 h, and higher probability of watching TV for 2 hours or more, compared to the normative class. Low socioeconomic index (SEI) and no breastfeeding at 2 months were found to be associated with membership of the class associated with high scores on the food avoidance scale, while lower maternal education was associated with the class defined by high food approach scores. Children in the class with high scores on the food approach scales had higher fat mass index (FMI), lean mass index (LMI), and waist-to-height ratio (WtHR) compared to the normative class, and were at greater risk of overweight and obesity. CONCLUSION: Findings suggest that eating behaviour appeared to influence overweight and obesity risk to a greater degree than activity levels at 5 years old. Further research of how potentially obesogenic behaviours in early life track over time and influence adiposity and other cardio metabolic outcomes is crucial to inform the timing of interventions. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12887-021-02640-0. BioMed Central 2021-04-17 /pmc/articles/PMC8052652/ /pubmed/33865345 http://dx.doi.org/10.1186/s12887-021-02640-0 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 Article Mattsson, Molly Murray, Deirdre M. Kiely, Mairead McCarthy, Fergus P. McCarthy, Elaine Biesma, Regien Boland, Fiona Eating behaviour, physical activity, TV exposure and sleeping habits in five year olds: a latent class analysis |
title | Eating behaviour, physical activity, TV exposure and sleeping habits in five year olds: a latent class analysis |
title_full | Eating behaviour, physical activity, TV exposure and sleeping habits in five year olds: a latent class analysis |
title_fullStr | Eating behaviour, physical activity, TV exposure and sleeping habits in five year olds: a latent class analysis |
title_full_unstemmed | Eating behaviour, physical activity, TV exposure and sleeping habits in five year olds: a latent class analysis |
title_short | Eating behaviour, physical activity, TV exposure and sleeping habits in five year olds: a latent class analysis |
title_sort | eating behaviour, physical activity, tv exposure and sleeping habits in five year olds: a latent class analysis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8052652/ https://www.ncbi.nlm.nih.gov/pubmed/33865345 http://dx.doi.org/10.1186/s12887-021-02640-0 |
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