Evidence map›Paper›PMID 39412324›Full record

ArticleNorth Carolina medical journal2024

Identifying High-Risk ZIP Codes for Childhood Lead Exposure: A Statewide ZCTA-Level Priority List for North Carolina.

Rashida Callender, Carolina Avendano, Mercedes A Bravo, Joshua Tootoo, Ed Norman, Marie Lynn Miranda

Abstract read
In one paragraph

Article in North Carolina medical journal, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the 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.

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

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.

Rashida CallenderChildren's Environmental Health Initiative, University of Illinois at Chicago.
Carolina AvendanoChildren's Environmental Health Initiative, University of Notre Dame.
Mercedes A BravoChildren's Environmental Health Initiative, University of Illinois at Chicago.
Joshua TootooChildren's Environmental Health Initiative, University of Illinois at Chicago.
Ed NormanChildren's Environmental Health Unit, NC Department of Health and Human Services.
Marie Lynn MirandaChildren's Environmental Health Initiative, University of Illinois at Chicago.

Funding

Bringing Modern Data Science Tools to Bear on Environmental Mixtures: Administrative Supplement for U3 PopulationsR01ES028819 · NIEHS · UNIVERSITY OF NOTRE DAME · PI MIRANDA, MARIE LYNN · 2018 to 2021
$2.4M
NIEHS NIH HHS R01 ES028819
6 · The paper itself

Abstract

Background: Research has consistently shown that there is no safe blood lead level (BLL) for children. Despite progress in lead poisoning prevention, lead exposure remains a persistent threat to the health and neurological development of children. To identify high-risk ZIP codes for use by families and health care providers for the entire state of North Carolina, we developed a risk model using ZIP Code Tabula-tion Area (ZCTA)-level census data. Methods: We obtained all available BLL testing data from the North Carolina Department of Health and Human Services for the years 2010-2015 via data use agreement. We fit a multivariable regression model with the Results: We organized ZCTAs into 20 quantiles, or priority risk categories, that can be used in local and statewide screening programs. The first six (of 20) quantiles were identified as particularly high-risk areas for childhood lead exposure. Limitations: Because BLL testing is not universal, the BLL testing data used in this study are likely biased toward those most at risk for lead exposure. Conclusion: This study demonstrates the utility of ZCTA-level census data in identifying high-risk ZIP codes for childhood lead exposure, which can be used to ensure that the highest-risk children are tested in a timely manner. This approach can be replicated to address lead exposure nationally.

Indexed as

Environmental ExposureLeadLead PoisoningChildChild, PreschoolFemaleHumansInfantNorth CarolinaRisk AssessmentRisk FactorsLeadblood lead levelscensus dataDuke HealthDuke Universityhealth policylead poisoningNorth Carolinaoriginal researchRashida Callender

Identifiers

PMID39412324
PMCPMC13368240

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Registered trials

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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.