Evidence map›Paper›PMID 37620898›Full record

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.

C Börnhorst, I Pigeot, S De Henauw, A Formisano, L Lissner, D Molnár, L A Moreno, M Tornaritis, T Veidebaum, T Vrijkotte and 3 more

Open access · goldAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
4.6field-weighted citation impact, top 5% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed, 16 citations in OpenAlex.

  1. Article
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  6. Epidemiology of metabolic syndrome.Pflugers Archiv : European journal of physiology · 2025
    Review
  7. Article
  8. Article
  9. Children's behaviour and childhood obesity.Pediatric endocrinology, diabetes, and metabolism · 2024
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors at 9 institutions in 8 countries.

C BörnhorstLeibniz Institute for Prevention Research and Epidemiology - BIPS, Achterstr 30, 28359, Bremen, Germany. boern@leibniz-bips.de.ORCID http://orcid.org/0000-0001-9004-1540
I PigeotLeibniz Institute for Prevention Research and Epidemiology - BIPS, Achterstr 30, 28359, Bremen, Germany.
S De HenauwDepartment of Public Health and Primary Care, Ghent University, Ghent, Belgium.
A FormisanoInstitute of Food Sciences, National Research Council, Avellino, Italy.
L LissnerSchool of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.
D MolnárDepartment of Pediatrics, Medical School, University of Pécs, Pécs, Hungary.
L A MorenoGENUD (Growth, Exercise, Nutrition and Development) Research Group, Faculty of Health Sciences, Universidad de Zaragoza, Instituto Agroalimentario de Aragón (IA2), Instituto de Investigación Sanitaria Aragón (IIS Aragón), Saragossa, Spain.
M TornaritisResearch and Education Institute of Child Health, Strovolos, Cyprus.
T VeidebaumNational Institute for Health Development, Estonian Centre of Behavioral and Health Sciences, Tallinn, Estonia.
T VrijkotteDepartment of Public and Occupational Health, Amsterdam University Medical Center (Amsterdam UMC), University of Amsterdam, Amsterdam, The Netherlands.
V Didelez *Leibniz Institute for Prevention Research and Epidemiology - BIPS, Achterstr 30, 28359, Bremen, Germany.
M Wolters *Leibniz Institute for Prevention Research and Epidemiology - BIPS, Achterstr 30, 28359, Bremen, Germany.
GrowH! consortium
Leibniz Institute for Prevention Research and Epidemiology - BIPS · DEUniversity of Bremen · DEAmsterdam University Medical Centers · NLGhent University · BEInstitute of Food Science · ITNational Institute for Health Development · EEUniversidad de Zaragoza · ESUniversity of Gothenburg · SEUniversity of Pecs · HU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

OverweightPediatric ObesityAdolescentBehavior TherapyChildEducational StatusHumansIncidenceCausal inferenceChildhood obesityIDEFICS/I.Family cohortModifiable risk factorObservational dataParametric g-formula

Identifiers

PMID37620898
PMCPMC10463721
OpenAlexW4386136761

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.