Evidence map›Paper›PMID 37857462›Full record

ArticlePreventing chronic disease2023

Rural-Urban Differences in Overweight and Obesity, Physical Activity, and Food Security Among Children and Adolescents.

Elizabeth Crouch, Demetrius A Abshire, Michael D Wirth, Peiyin Hung, Gabriel A Benavidez

Abstract read
In one paragraph

Article in Preventing chronic disease, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
45citing papers in PubMed, 1 pooled it
–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

45 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Biopsychosocial and Environmental Factors That Impact Brain-Gut-Microbiome Interactions in Obesity.Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association · 2026
    Pooled it
  2. Trial
  3. Mental health outcomes of a pediatric-focused obesity randomized control trial in rural communities.Health psychology : official journal of the Division of Health Psychology, American Psychological Association · 2025
    Trial
  4. Article
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  6. Photovoice as a Methodology in Obesity Research: A Scoping Review.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2026
    Article
  7. Article
  8. Feasibility and Acceptability of a School-Based Nutrition Education Toolkit: Findings from an Expert Review.International journal of environmental research and public health · 2026
    Article
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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.

Elizabeth CrouchRural and Minority Health Research Center, Arnold School of Public Health, University of South Carolina, Columbia.
Demetrius A AbshireBiobehavioral Health and Nursing Science, College of Nursing, University of South Carolina, Columbia.
Michael D WirthBiobehavioral Health and Nursing Science, College of Nursing, University of South Carolina, Columbia.
Peiyin HungDepartment of Health Services Policy and Management, Arnold School of Public Health, University of South Carolina, Columbia.
Gabriel A BenavidezRural and Minority Health Research Center, Arnold School of Public Health, University of South Carolina, Columbia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionChildhood obesity has been associated with numerous poor health conditions, with geographic disparities demonstrated. Limited research has examined the association between rurality and food security, physical activity, and overweight or obesity among children. We examined rates of food security, physical inactivity, and overweight or obesity among rural and urban children and adolescents, and associations between rurality and these 3 outcomes.

methodsWe used cross-sectional data from a nationally representative sample of children and adolescents aged 10 to 17 years from the 2019-2020 National Survey of Children's Health (N = 23,199). We calculated frequencies, proportions, and unadjusted associations for each variable by using descriptive statistics and bivariate analyses. We used multivariable logistic regression models to examine the association between rurality and food security, physical activity, and overweight or obesity.

resultsAfter adjusting for sociodemographic factors, rural children and adolescents had higher odds than urban children and adolescents of being overweight or obese (adjusted odds ratio = 1.30; 95% CI, 1.11-1.52); associations between rurality and physical inactivity and food insecurity were not significant.

conclusionThe information from this study is timely for policy makers and community partners to make informed decisions on the allocation of healthy weight and obesity prevention programs for children and adolescents in rural settings. Our study provides information for public health programming and the designing of appropriate dietary and physical activity interventions needed to reduce disparities in obesity prevention among children and adolescents.

Indexed as

OverweightPediatric ObesityAdolescentBody Mass IndexChildCross-Sectional StudiesExerciseFood SecurityHumans

Identifiers

PMID37857462
PMCPMC10599326

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.