Clusters of lifestyle behaviours and their associations with socio-demographic characteristics in Dutch toddlers

• Published in: European journal of nutrition 2023-04, Vol.62 (3), p.1143-1151
• Main Authors: Krijger, Anne, Steenbergen, Elly, Schiphof-Godart, Lieke, van Rossum, Caroline, Verkaik-Kloosterman, Janneke, Elstgeest, Liset, ter Borg, Sovianne, Raat, Hein, Joosten, Koen
• Format: Article
• Language: English
• Subjects: Behavior; Beverages; Chemistry; Chemistry and Materials Science; Child, Preschool; Children; Cluster analysis; Demography; Diet; Exercise; Feeding Behavior; Food consumption; Health Behavior; Humans; Life Style; Lifestyles; Nutrition; Obesity; Original Contribution; Overweight; Physical activity; Regression analysis; Screen time; Snacks; Sociodemographics; Sugar; Sweet taste; Toddlers; Vegetables
• ISSN: 1436-6207; 1436-6215
• DOI: 10.1007/s00394-022-03056-x

Purpose This study aimed to identify clusters of lifestyle behaviours in toddlers and assess associations with socio-demographic characteristics. Methods We used data from the Dutch National Food Consumption Survey 2012–2016 and included 646 children aged 1–3 years. Based on 24-h dietary recalls and a questionnaire, a two-step cluster analysis was conducted to identify clusters in the intake of fruit, vegetables, sugar-sweetened beverages and unhealthy snacks, physical activity and screen time. Logistic regression models assessed associations between socio-demographic characteristics and cluster allocation. Results Three clusters emerged from the data. The ‘relatively healthy cluster’ demonstrated a high intake of fruit and vegetables, low sugar-sweetened beverage and unhealthy snack intake and low screen time. The ‘active snacking cluster’ was characterised by high unhealthy snack intake and high physical activity, and the ‘sedentary sweet beverage cluster’ by high intake of sugar-sweetened beverages and high screen time. Children aged 1 year were most likely to be allocated to the ‘relatively healthy cluster’. Compared to children of parents with a high education level, children of parents with a low or middle education level were less likely to be in the ‘relatively healthy cluster’, but more likely to be in the ‘sedentary sweet beverage cluster’. Conclusion Clusters of lifestyle behaviours can be distinguished already in children aged 1–3 years. To promote healthy lifestyle behaviour, efforts may focus on maintaining healthy behaviour in 1-year-olds and more on switching towards healthy behaviour in 2- and 3-year-olds.