Evidence map›Paper›PMID 35969764›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2022

Racial residential segregation shapes the relationship between early childhood lead exposure and fourth-grade standardized test scores.

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

Open access · hybridAbstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
1.7field-weighted citation impact, top 17% of its field
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

8 citing papers in PubMed, 18 citations in OpenAlex.

  1. Article
  2. Article
  3. Regression with race-modifiers: towards equity and interpretability.medRxiv : the preprint server for health sciences · 2024
    Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. A Clarion Call for Change: The MLP Imperative to Center Racial Discrimination and Structural Health Inequities.The Journal of law, medicine & ethics : a journal of the American Society of Law, Medicine & Ethics · 2023
    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 at 2 institutions in 1 country.

Mercedes A BravoGlobal Health Institute, Duke University, Durham, NC 27710.ORCID 0000-0003-1777-9869
Dominique ZephyrChildren's Environmental Health Initiative, University of Notre Dame, South Bend, IN 46556.
Daniel KowalDepartment of Statistics, Rice University, Houston, TX 77005.ORCID 0000-0003-0917-3007
Katherine EnsorDepartment of Statistics, Rice University, Houston, TX 77005.ORCID 0000-0002-3964-0465
Marie Lynn MirandaChildren's Environmental Health Initiative, University of Notre Dame, South Bend, IN 46556.
University of Notre Dame · USRice University · US

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

Racial/ethnic disparities in academic performance may result from a confluence of adverse exposures that arise from structural racism and accrue to specific subpopulations. This study investigates childhood lead exposure, racial residential segregation, and early educational outcomes. Geocoded North Carolina birth data is linked to blood lead surveillance data and fourth-grade standardized test scores (n = 25,699). We constructed a census tract-level measure of racial isolation (RI) of the non-Hispanic Black (NHB) population. We fit generalized additive models of reading and mathematics test scores regressed on individual-level blood lead level (BLL) and neighborhood RI of NHB (RINHB). Models included an interaction term between BLL and RINHB. BLL and RINHB were associated with lower reading scores; among NHB children, an interaction was observed between BLL and RINHB. Reading scores for NHB children with BLLs of 1 to 3 µg/dL were similar across the range of RINHB values. For NHB children with BLLs of 4 µg/dL, reading scores were similar to those of NHB children with BLLs of 1 to 3 µg/dL at lower RINHB values (less racial isolation/segregation). At higher RINHB levels (greater racial isolation/segregation), children with BLLs of 4 µg/dL had lower reading scores than children with BLLs of 1 to 3 µg/dL. This pattern becomes more marked at higher BLLs. Higher BLL was associated with lower mathematics test scores among NHB and non-Hispanic White (NHW) children, but there was no evidence of an interaction. In conclusion, NHB children with high BLLs residing in high RINHB neighborhoods had worse reading scores.

Indexed as

Academic PerformanceEnvironmental ExposureHousingLead PoisoningSocial SegregationChildChild, PreschoolHumansLeadRacial GroupsLeadcognitive outcomeslead exposureracial residential segregationstandardized test scores

Identifiers

PMID35969764
PMCPMC9407651
OpenAlexW4291910174

What OpenQuestion holds

Textmetadata
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.