Evidence mapPaperPMID 41767161Full record

ArticleObesity science & practice2026

Proximal and Distal Factors Associated With Obesity in Childhood: An Exploratory Structural Equation Model.

Joseph A Skelton, Erinn T Rhodes, Sarah E Hampl, Ihuoma Eneli, Edward H Ip, SIT Study Research Group

Registry-linked trialAbstract read
In one paragraph

Article in Obesity science & practice, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04364282 (War of Attrition), which is not on this map. Not yet cited in PubMed.

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

NCT04364282 nacompletednot on this map

War of Attrition: Predicting Dropout From Pediatric Weight Management

TypeinterventionalSponsorWake Forest University Health SciencesRan2020 to 2025Enrolled1,216ConditionsPediatric Obesity, Attrition, Family Research, Weight LossArmsCare team informed, Control
3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Joseph A SkeltonDepartment of Pediatrics Wake Forest University School of Medicine Winston-Salem North Carolina USA.
Erinn T RhodesDivision of Endocrinology Boston Children's Hospital Boston Massachusetts USA.ORCID https://orcid.org/0000-0002-5872-1412
Sarah E HamplDepartment of Pediatrics and Center for Children's Healthy Lifestyles & Nutrition Children's Mercy Kansas City and University of Missouri-Kansas City School of Medicine Kansas City Missouri USA.
Ihuoma EneliCenter for Healthy Weight and Nutrition Nationwide Children's Hospital Columbus Ohio USA.
Edward H IpDepartment of Biostatistics and Data Science Wake Forest University School of Medicine Winston-Salem North Carolina USA.
SIT Study Research Group

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Obesity in childhood is complex; structural equation modeling (SEM) offers an approach to ascertain complicated relationships between weight and proximal (health behaviors, child health) and distal (family/household, community) variables. The objective of the study was to use SEM to map the influence of different etiological clusters on obesity in childhood. Methods: Secondary analysis of baseline data from patients and parents enrolled in a multi-site study of pediatric weight management was conducted. The primary outcome was weight status (utilizing percentage above the 95th percentile BMI, %95BMI). SEM was used to evaluate the influences of variables proximal and distal to child weight within the context of the Ecological Model of obesity in childhood. Results: Complete data on 375 child-parent dyads were imputed. Proximal factors (child stress and mobility, parent BMI) were significantly related to %95BMI; some distal factors (family level) did not have a direct effect on %95BMI, but did indirectly through proximal factors (such as child stress). Other distal factors (neighborhood deprivation represented by the Area Deprivation Index) were significantly related to %95BMI and family-level factors. Conclusions: Except for the distal factor of neighborhood deprivation, proximal factors were the drivers of weight status. Distal factors did have indirect effects via proximal factors. SEM provides a means to investigate the complex contributors to childhood obesity, and could identify key leverage points for intervention.

Indexed as

ecological modelfamilyobesitypediatricrisk factorsstructural equation modeling

Identifiers

PMID41767161
PMCPMC12948713

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

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 Socratic graph.