ArticleThe international journal of behavioral nutrition and physical activity2023
The effects of hypothetical behavioral interventions on the 13-year incidence of overweight/obesity in children and adolescents.
Article in The international journal of behavioral nutrition and physical activity, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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9 citing papers in PubMed, 16 citations in OpenAlex.
- Associations between time spent with digital media and body image among European adolescents.BMC pediatrics · 2026Article
- Implementing a family-based intervention to promote healthy family routines in deprived neighborhoods - a feasibility study from Bremen, Germany.BMC public health · 2025Article
- Associations of child-to-adult body size change with risk of hypertension and metabolic dysfunction-associated steatotic liver disease: a population-based cohort study of 226,420 individuals.BMC public health · 2025Article
- Causal estimation of time-varying treatments in observational studies: a scoping review of methods, applications, and missing data practices.BMC medical research methodology · 2025Article
- Physical activity promotion in the early childcare setting: a content analysis of the federal-state-wide educational framework plans in Germany.BMC public health · 2025Article
- Epidemiology of metabolic syndrome.Pflugers Archiv : European journal of physiology · 2025Review
- Article
- A longitudinal causal graph analysis investigating modifiable risk factors and obesity in a European cohort of children and adolescents.Scientific reports · 2024Article
- Children's behaviour and childhood obesity.Pediatric endocrinology, diabetes, and metabolism · 2024Review
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Authors and funding
13 authors at 9 institutions in 8 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIn 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.
methodsOur 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.
resultsThe 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.
conclusionsWhile 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.
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