65319 20201006083421.0 doi 10.1017/S0007114517003129 sideral 104249 ART-2017-104249 eng (orcid)0000-0002-2411-9538 Miguel-Berges, M.L. Universidad de Zaragoza Clustering of energy balance-related behaviours and parental education in European preschool children: The ToyBox study 2017 Access copy available to the general public Unrestricted Energy balance-related behaviours (EBRB) are established in childhood and seem to persist through to adulthood. A lower parental educational level was associated with unhealthy behavioural patterns. The aim of the study is to identify clusters of EBRB and examine their association with preschool children''s BMI and maternal, paternal and parental education. A subsample of the ToyBox study (n 5387) conducted in six European countries was used. Six behavioural clusters (''healthy diet and low activity'', ''active'', ''healthy lifestyle'', ''high water and screen time; low fruits and vegetables (F&V) and physical activity (PA)'', ''unhealthy lifestyle'' and ''high F&V consumers'') emerged. The healthiest group characterised by high water and F&V consumption and high PA z scores (''healthy lifestyle'') was more prevalent among preschool children with at least one medium- or higher-educated parent and showed markedly healthier trends for all the included EBRB. In the opposite, the ''unhealthy lifestyle'' cluster (characterised by high soft drinks and screen time z scores, and low water, F&V and PA z scores) was more prevalent among children with lower parental, paternal and maternal education levels. OR identified that children with lower maternal, paternal and parental education levels were less likely to be allocated in the ''healthy lifestyle'' cluster and more likely to be allocated in the ''unhealthy lifestyle'' cluster. The ''unhealthy lifestyle'' cluster was more prevalent among children with parents in lower parental educational levels and children who were obese. Therefore, parental educational level is one of the key factors that should be considered when developing childhood obesity prevention interventions. info:eu-repo/grantAgreement/EC/FP7/245200/EU/Multifactorial evidence based approach using behavioural models in understanding and promoting fun, healthy food, play and policy for the prevention of obesity in early childhood: ToyBox/TOYBOX info:eu-repo/semantics/openAccess by http://creativecommons.org/licenses/by/3.0/es/ 3.657 2017 NUTRITION & DIETETICS 23 / 81 = 0.284 2017 Q2 T1 1.612 2017 Nutrition and Dietetics 2017 Q1 Medicine (miscellaneous) 2017 Q1 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Zachari, K. (orcid)0000-0002-0303-7912 Santaliestra-Pasias, A.M. Universidad de Zaragoza (orcid)0000-0002-3726-1066 Mouratidou, T. Androutsos, O. Iotova, V. Galcheva, S. De Craemer, M. Cardon, G. Koletzko, B. Kulaga, Z. Manios, Y. (orcid)0000-0003-0454-653X Moreno, L.A. Universidad de Zaragoza 1006 255 Universidad de Zaragoza Dpto. Fisiatría y Enfermería Área Enfermería 1006 X Universidad de Zaragoza Dpto. Fisiatría y Enfermería Proy. investigación DZA 118, 12 (2017), 1089-1096 Br. J. Nutr. British journal of nutrition 0007-1145 416827 http://zaguan.unizar.es/record/65319/files/texto_completo.pdf Versión publicada 109417 http://zaguan.unizar.es/record/65319/files/texto_completo.jpg?subformat=icon icon Versión publicada oai:zaguan.unizar.es:65319 articulos driver 2020-10-06-08:30:45 ARTICLE