Evidence map›Paper›PMID 41054983›Full record

ArticleAmerican journal of human biology : the official journal of the Human Biology Council2025

Excess Body Fat and Associated Factors in 7- to 10-Year-Old Schoolchildren in Florianópolis, Santa Catarina, Brazil: Trend Analysis of Four Cross-Sectional Surveys, 2002-2019.

Francisca Maria Carvalho Nascimento, Patrícia de Fragas Hinnig, Mayara Luiza Vermohlem Garcia, Francisco de Assis Guedes de Vasconcelos, Cristine Garcia Gabriel

Abstract read
In one paragraph

Article in American journal of human biology : the official journal of the Human Biology Council, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Francisca Maria Carvalho NascimentoGraduate Program in Nutrition, Department of Nutrition, Center for Health Sciences, Federal University of Santa Catarina, Trindade, Florianópolis, Santa Catarina, Brazil.ORCID 0009-0002-7992-1605
Patrícia de Fragas HinnigDepartment of Nutrition, School of Health Sciences, University of Brasília, Brasília, Distrito Federal, Brazil.
Mayara Luiza Vermohlem GarciaGraduate Program in Nutrition, Department of Nutrition, Center for Health Sciences, Federal University of Santa Catarina, Trindade, Florianópolis, Santa Catarina, Brazil.ORCID 0009-0001-8959-0232
Francisco de Assis Guedes de VasconcelosGraduate Program in Nutrition, Department of Nutrition, Center for Health Sciences, Federal University of Santa Catarina, Trindade, Florianópolis, Santa Catarina, Brazil.ORCID 0000-0002-6162-8067
Cristine Garcia GabrielGraduate Program in Nutrition, Department of Nutrition, Center for Health Sciences, Federal University of Santa Catarina, Trindade, Florianópolis, Santa Catarina, Brazil.ORCID 0000-0002-5413-0826

Funding

Conselho Nacional de Desenvolvimento Científico e TecnológicoFundação de Amparo à Pesquisa e Inovação do Estado de Santa Catarina
6 · The paper itself

Abstract

objectivesThis study aimed to assess the trend and factors associated with body fat percentage in 7- to 10-year-old schoolchildren in Florianópolis, Santa Catarina, Brazil, from 2002 to 2019.

methodsThis is a trend analysis of four cross-sectional surveys involving 6597 schoolchildren attending public and private schools. Body fat percentage (outcome variable) was calculated from triceps and subscapular skinfold thicknesses using Lohman equations and categorized into "no excess body fat" and "excess body fat." Sociodemographic and socioeconomic characteristics were also investigated. Trends and associated factors were analyzed using multivariate logistic regression.

resultsThe prevalence of excess body fat was 22.6%, 25.5%, 37.5%, and 33.6% in 2002, 2007, 2013, and 2019, respectively, representing a 48.6% increase from 2002 to 2019. Schoolchildren assessed in 2013 (OR = 1.93) and 2019 (OR = 1.69), as well as those who were male (OR = 1.0) or older (9-10 years) (OR = 1.60), were more likely to have excess body fat.

conclusionsThe increasing trends of body fat percentage and excess body fat in 7- to 10-year-old schoolchildren from 2002 to 2019 underscore the need for targeted strategies to address the growing rates of childhood obesity, with particular attention to high-risk groups.

Indexed as

Adipose TissuePediatric ObesityBrazilChildCross-Sectional StudiesFemaleHumansMalePattern Analysis, MachinePrevalencebody fat distributionchildrenschoolchildrensociodemographic factors

Identifiers

PMID41054983
PMCPMC12501919

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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.