Evidence map›Paper›PMID 39824939›Full record

ArticlePediatric research2025

Associations of behavioral, motivational, and socioeconomic factors with BMI among children and adolescents.

Charlotte Jungehuelsing, Christof Meigen, Sarah Krause, Wieland Kiess, Tanja Poulain

Abstract read
In one paragraph

Article in Pediatric research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
–field-weighted citation impact
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

8 citing papers in PubMed.

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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

5 authors.

Charlotte JungehuelsingLIFE - Leipzig Research Center for Civilization Diseases, Leipzig University, Philipp-Rosenthal-Strasse 27, 04103, Leipzig, Germany. ch.jungehuelsing@gmail.com.
Christof MeigenLIFE - Leipzig Research Center for Civilization Diseases, Leipzig University, Philipp-Rosenthal-Strasse 27, 04103, Leipzig, Germany.
Sarah KrauseLIFE - Leipzig Research Center for Civilization Diseases, Leipzig University, Philipp-Rosenthal-Strasse 27, 04103, Leipzig, Germany.
Wieland KiessLIFE - Leipzig Research Center for Civilization Diseases, Leipzig University, Philipp-Rosenthal-Strasse 27, 04103, Leipzig, Germany.
Tanja PoulainLIFE - Leipzig Research Center for Civilization Diseases, Leipzig University, Philipp-Rosenthal-Strasse 27, 04103, Leipzig, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHigher weight represents a significant health concern in youth and may be influenced by socioeconomic and behavioral factors. We investigated the relationship between BMI and parental education, nutritional health, eating culture, organized and non-organized physical activity (PA), motives for PA (weight loss/maintenance, enjoyment), and screen-time in children and adolescents.

methods677 2- to 11-year-olds (young-age-group) and 464 12- to 20-year-olds (old-age-group) from Leipzig, a city in Germany, participated. We applied multivariate linear regression analyses to assess associations.

resultsBMI-SDS was negatively associated with parental education (young-age-group: b = -0.25, p < 0.001, old-age-group: b = -0.27, p = 0.02), non-organized PA (young-age-group: b = -0.23, p = 0.029), and PA enjoyment (young-age-group: b = -0.05, p = 0.01, old-age-group: b = -0.05, p = 0.038), but negatively with media use during dinner (old-age-group: b = 0.53, p < 0.001), PA for weight loss/maintenance (young-age-group: b = 0.15, p < 0.001, old-age-group: b = 0.12, p < 0.001), and screen-time (young-age-group: b = 0.11, p = 0.009, old-age-group: b = 0.09, p = 0.001). Significant interactions with age, sex and parental education were observed.

conclusionA lower BMI in children is associated with high parental education, screen-free eating, higher participation in non-organized PA and lower screen-time. While measures of motivation were limited and thus findings should be interpreted with caution, intrinsic motivation for PA is associated with lower BMI whereas extrinsic motivation for PA is associated with higher BMI. IMPACT: In a German cohort of children and adolescents, lower BMI is associated with high parental education, less screen time, more participation in non-organized physical activity and less media use during dinner. Intrinsic and extrinsic motives for physical activity are directly linked to the weight status of children and adolescents. These associations are particularly strong in families with low/medium formal education.

Indexed as

Body Mass IndexChild BehaviorMotivationPediatric ObesitySocioeconomic FactorsAdolescentChildChild, PreschoolEducational StatusExerciseFeeding BehaviorFemaleGermanyHumansMaleParents

Identifiers

PMID39824939
PMCPMC12454132

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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.