Evidence map›Paper›PMID 39226183›Full record

ArticleEnvironmental health perspectives2024

Spatial Variability in Relationships between Early Childhood Lead Exposure and Standardized Test Scores in Fourth Grade North Carolina Public School Students (2013-2016).

Mercedes A Bravo, Daniel R Kowal, Dominique Zephyr, Joseph Feldman, Katherine Ensor, Marie Lynn Miranda

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Article in Environmental health perspectives, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Mercedes A BravoGlobal Health Institute, School of Medicine, Duke University, Durham, North Carolina, USA.ORCID 0000-0003-1777-9869
Daniel R KowalDepartment of Statistics and Data Science, Cornell University, Ithaca, New York, USA.
Dominique ZephyrChildren's Environmental Health Initiative, University of Illinois Chicago, Chicago, Illinois, USA.
Joseph FeldmanDepartment of Statistics, Rice University, Houston, Texas, USA.
Katherine EnsorDepartment of Statistics, Rice University, Houston, Texas, USA.
Marie Lynn MirandaChildren's Environmental Health Initiative, University of Illinois Chicago, Chicago, Illinois, USA.

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
Disparate Exposures, Disparate Outcomes: The Effect of Cumulative DisadvantageR00MD011304 · NIMHD · RESEARCH TRIANGLE INSTITUTE · PI BRAVO, MERCEDES AURELIA · 2019 to 2021
$722k
NIEHS NIH HHS R01 ES028819NIMHD NIH HHS R00 MD011304
6 · The paper itself

Abstract

backgroundExposure to lead during childhood is detrimental to children's health. The extent to which the association between lead exposure and elementary school academic outcomes varies across geography is not known.

objectiveEstimate associations between blood lead levels (BLLs) and fourth grade standardized test scores in reading and mathematics in North Carolina using models that allow associations between BLL and test scores to vary spatially across communities.

methodsWe link geocoded, individual-level, standardized test score data for North Carolina public school students in fourth grade (2013-2016) with detailed birth records and blood lead testing data retrieved from the North Carolina childhood blood lead state registry on samples typically collected at 1-6 y of age. BLLs were categorized as:

resultsThe average BLL across the 91,706 individuals in the analysis dataset was

conclusionThe association between lead exposure and reading and mathematics test scores exhibits considerable heterogeneity across North Carolina communities. These results emphasize the need for prevention and mitigation efforts with respect to lead exposures everywhere, with special attention to locations where the cognitive impact is elevated. https://doi.org/10.1289/EHP13898.

Indexed as

Environmental ExposureLeadSchoolsStudentsChildChild, PreschoolEnvironmental PollutantsFemaleHumansMaleMathematicsNorth CarolinaReadingEnvironmental PollutantsLead

Identifiers

PMID39226183
PMCPMC11370994

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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.