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Please use this identifier to cite or link to this item: http://hdl.handle.net/10481/44798

Title: Clustering of Dietary Patterns, Lifestyles, and Overweight among Spanish Children and Adolescents in the ANIBES Study
Authors: Pérez-Rodrigo, Carmen
Gil Hernández, Ángel
González Gross, Marcela
Ortega, Rosa M.
Serra-Majem, Lluís
Varela-Moreiras, Gregorio
Aranceta-Bartrina, Javier
Issue Date: 2016
Abstract: Weight gain has been associated with behaviors related to diet, sedentary lifestyle, and physical activity. We investigated dietary patterns and possible meaningful clustering of physical activity, sedentary behavior, and sleep time in Spanish children and adolescents and whether the identified clusters could be associated with overweight. Analysis was based on a subsample (n = 415) of the cross-sectional ANIBES study in Spain. We performed exploratory factor analysis and subsequent cluster analysis of dietary patterns, physical activity, sedentary behaviors, and sleep time. Logistic regression analysis was used to explore the association between the cluster solutions and overweight. Factor analysis identified four dietary patterns, one reflecting a profile closer to the traditional Mediterranean diet. Dietary patterns, physical activity behaviors, sedentary behaviors and sleep time on weekdays in Spanish children and adolescents clustered into two different groups. A low physical activity-poorer diet lifestyle pattern, which included a higher proportion of girls, and a high physical activity, low sedentary behavior, longer sleep duration, healthier diet lifestyle pattern. Although increased risk of being overweight was not significant, the Prevalence Ratios (PRs) for the low physical activity-poorer diet lifestyle pattern were >1 in children and in adolescents. The healthier lifestyle pattern included lower proportions of children and adolescents from low socioeconomic status backgrounds.
Sponsorship: The authors would like to thank Coca-Cola Iberia for its support and technical advice, particularly Rafael Urrialde and Isabel de Julián.
The ANIBES study was financially supported by a grant from Coca-Cola Iberia through an agreement with the Spanish Nutrition Foundation (FEN).
Publisher: MDPI
Keywords: Cluster analysis
Dietary patterns
Physical activity
Sedentary behavior
Overweight
Children
Adolescents
URI: http://hdl.handle.net/10481/44798
ISSN: 2072-6643
Rights : Creative Commons Attribution-NonCommercial-NoDerivs 3.0 License
Citation: Pérez-Rodrigo, C.; et al. Clustering of Dietary Patterns, Lifestyles, and Overweight among Spanish Children and Adolescents in the ANIBES Study. Nutrients, 8(1): 11 (2016). [http://hdl.handle.net/10481/44798]
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