Evidence map›Paper›PMID 41204137›Full record

ArticleBMC public health2025

Externalizing behaviors in children living near coal-fired power plants.

Kristina M Zierold, John V Myers, Guy N Brock, Charlie H Zhang, Lonnie Sears

Abstract read
In one paragraph

Article in BMC public health, 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

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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.

Kristina M ZieroldDepartment of Public Health, University of Mississippi, Oxford, MS, 38677-1848, USA. zierold@olemiss.edu.
John V MyersDepartment of Biomedical Informatics and Center for Biostatistics, The Ohio State University, Columbus, OH, USA.
Guy N BrockDepartment of Biomedical Informatics and Center for Biostatistics, The Ohio State University, Columbus, OH, USA.
Charlie H ZhangDepartment of Geographic & Environmental Sciences, University of Louisville, Louisville, KY, USA.
Lonnie SearsDepartment of Pediatrics, University of Louisville, Louisville, KY, USA.

Funding

Coal Ash and Neurobehavioral Symptoms in Children Aged 6-14 Years Old.R01ES024757 · NIEHS · UNIVERSITY OF LOUISVILLE · PI ZIEROLD, KRISTINA MARIE · 2015 to 2019
$2.8M
NIEHS NIH HHS R01 ES024757NIEHS NIH HHS R01ES024757
6 · The paper itself

Abstract

backgroundProximity to coal-fired plants exposes children to neurotoxic metals, which can negatively impact their behavioral health. Our research team previously reported an association between coal fly ash exposure and depression. However, other neurobehavioral outcomes have not been assessed. We hypothesized that the presence of fly ash would be associated with increased externalizing behaviors in children aged 6-14 years old.

methodsThis was a community-basedcross-sectional study. To investigate the association between externalizing behaviors and fly ash, five externalizing behavior scales and the composite Externalizing Problems scale from the Child Behavior Checklist (CBCL) were examined. Air samplers were placed in children's homes to collect fly ash which was determined by scanning electron microscopy. Generalized linear regression with a negative binomial distribution and logistic regression were conducted to assess the association between fly ash and the results from the CBCL.

resultsApproximately 43% of children had detectable levels of fly ash in their homes. The odds of exhibiting clinically significant externalizing problems (t-score ≥ 65) after being exposed to fly ash was 2.66 times higher (95% confidence interval (CI) 1.08 to 6.57) compared to children who were not exposed. Though not statistically significant, Conduct Problems were 34% higher (95% CI: 0.885, 2.021) and Rule-Breaking Behavior was 22% higher (95% CI: 0.872, 1.696) among children exposed to fly ash compared to those who were not exposed.

conclusionsBased on our findings, fly ash may be a potential risk factor for externalizing behaviors in children living near coal-fired power plants. While a cross-sectional study design does not provide the opportunity to prove a causal relationship, it can generate hypotheses that inform more rigorous epidemiological studies for further investigation of the observed associations.

Indexed as

Child BehaviorChild Behavior DisordersCoalCoal AshEnvironmental ExposurePower PlantsAdolescentChildCross-Sectional StudiesFemaleHumansMaleCoalCoal AshAir pollutionChildren’s healthCoal-fired power plantsExternalizing behaviorsFly ash

Identifiers

PMID41204137
PMCPMC12595744

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.