Evidence map›Paper›PMID 34181922›Full record

ArticleEnvironmental research2021

Prenatal exposure to air pollution is associated with childhood inhibitory control and adolescent academic achievement.

Amy E Margolis, Bruce Ramphal, David Pagliaccio, Sarah Banker, Ena Selmanovic, Lauren V Thomas, Pam Factor-Litvak, Frederica Perera, Bradley S Peterson, Andrew Rundle and 3 more

Open access · greenAbstract read
In one paragraph

Article in Environmental research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed
9.4field-weighted citation impact, top 2% 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

20 citing papers in PubMed, 31 citations in OpenAlex.

  1. Revisiting 'environmental effects': Directions for multidisciplinary investigations of air quality and psychopathology.Clinical psychological science : a journal of the Association for Psychological Science · 2026
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  12. The Role of Environmental Chemicals in the Etiology of Learning Difficulties: A Novel Theoretical Framework.Mind, brain and education : the official journal of the International Mind, Brain, and Education Society · 2023
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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

13 authors at 5 institutions in 1 country.

Amy E MargolisDepartment of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, 10032, USA. Electronic address: amy.margolis@nyspi.columbia.edu.
Bruce RamphalDepartment of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, 10032, USA.
David PagliaccioDivision of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York, NY, 10032, USA.
Sarah BankerMt. Sinai Icahn School of Medicine, 1 Gustave L. Levy Pl, New York, NY, 10029, USA.
Ena SelmanovicDepartment of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, 10032, USA.
Lauren V ThomasDepartment of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, 10032, USA.
Pam Factor-LitvakDepartment of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, 10032, USA.
Frederica PereraDepartment of Environmental Health Sciences and Columbia Center for Children's Environmental Health, Mailman School of Public Health, Columbia University, New York, NY, 10032, USA.
Bradley S PetersonDepartment of Psychiatry, Keck School of Medicine University of Southern California, USA.
Andrew RundleDepartment of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, 10032, USA.
Julie B HerbstmanDepartment of Environmental Health Sciences and Columbia Center for Children's Environmental Health, Mailman School of Public Health, Columbia University, New York, NY, 10032, USA.
Jeff GoldsmithDepartment of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY, 10032, USA.
Virginia RauhDepartment of Population and Family Health, Mailman School of Public Health, Columbia University, New York, NY, 10032, USA.
Columbia University · USCenter for Children · USIcahn School of Medicine at Mount Sinai · USNew York Psychoanalytic Society and Institute · USUniversity of Southern California · US

Funding

True Metal fac coreP30ES009089 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI MATTHEW S PERZANOWSKI · 1998 to 2026
$44.7M
HEALTH EFFECTS OF PAH &ETS IN MINORITY WOMEN &NEWBORNSR01ES008977 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI PERERA, FREDERICA P · 1997 to 2011
$12.9M
The Columbia Center for Children's Environmental HealthP01ES009600 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI ANDREWS, HOWARD F. · 1999 to 2014
$11.2M
Urban Diesel Exposure and Inner City AsthmaR01ES013163 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI MILLER, RACHEL L · 2005 to 2016
$6.5M
Development CoreP2CHD058486 · NICHD · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI Jennifer S Hirsch, Julien O Teitler · 2014 to 2026
$4.3M
The Columbia Center for Children's Environmental HealthP50ES009600 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI PETERSON, BRADLEY S · 2015 to 2018
$3.4M
Phthalate Exposure and Inner City Pediatric AsthmaR01ES014393 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI WHYATT, ROBIN MARJORIE · 2007 to 2011
$3.1M
Environmental bisphenol exposure, infant brain and behavior: Human and animal modelsR01ES030950 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI VEENSTRA-VANDERWEELE, JEREMY · 2020 to 2023
$2.6M
Early-life bisphenol A, immune dysregulation, and inner-city pediatric asthmaRC2ES018784 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI WHYATT, ROBIN MARJORIE · 2009 to 2010
$1.4M
Prenatal Exposure to Environmental Tobacco Smoke, COVID-19- Related Psychosocial Stress, and Neurodevelopment.K23ES026239 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI MARGOLIS, AMY · 2016 to 2021
$767k
NICHD NIH HHS P2C HD058486NIEHS NIH HHS K23 ES026239NIEHS NIH HHS P01 ES009600NIEHS NIH HHS P30 ES009089NIEHS NIH HHS P50 ES009600NIEHS NIH HHS R01 ES008977NIEHS NIH HHS R01 ES013163NIEHS NIH HHS R01 ES014393NIEHS NIH HHS R01 ES030950NIEHS NIH HHS RC2 ES018784
6 · The paper itself

Abstract

backgroundPrenatal air pollution exposure is associated with reductions in self-regulation and academic achievement. Self-regulation has been separately linked with academic achievement. Understudied, however, are the contributions of pollution exposure to inhibitory control, a facet of self-regulation, and whether pollution-related inhibitory control deficits are associated with impairment in academic achievement.

methodsParticipants were recruited from a prospective birth cohort. Measures of prenatal airborne polycyclic aromatic hydrocarbons (PAH) during the third trimester of pregnancy, inhibitory control (NEPSY Inhibition) at mean age = 10.4 years, and Woodcock-Johnson Tests of Achievement-III at mean age = 13.7 were available for N = 200 participants. Multiple linear regression examined sex-dependent and sex independent associations among prenatal PAH, childhood inhibitory control, and academic achievement during adolescence, and whether childhood inhibitory control mediated associations between prenatal PAH and academic achievement during adolescence, controlling for ethnicity, maternal country of birth, language of prenatal interview, maternal marital status, maternal years of education, material hardship, quality of home caregiving environment, and early life stress.

resultsAcross all participants, higher prenatal PAH was significantly associated with worse spelling skills (WJ-III Spelling, β = -0.16, 95%Confidence Interval [CI]: 0.30, -0.02, p = .02). Trend level associations between higher prenatal PAH and worse reading comprehension (WJ-III Passage Comprehension, β = -0.13, 95%CI: 0.28, 0.01, p = .07) and math skills (WJ-III Broad Math, β = -0.11, 95%CI: 0.25, 0.03, p = .11) were detected. Across all participants, higher PAH was significantly associated with worse inhibitory control (β = -0.15, 95%CI: 0.29,-0.01 p = .03). Better inhibitory control was significantly associated with better reading comprehension (WJ-III Passage Comprehension, β = 0.22, 95%CI: 0.09, 0.36, p < .002) and math skills (WJ-III Broad Math Index, β = 0.32, 95%CI: 0.19, 0.45, p < .001), and trend level associations with better spelling skills (WJ-III Spelling, β = 0.12, 95%CI: 0.02, 0.26, p = .10). Inhibitory control significantly mediated PAH-related achievement effects for Passage Comprehension (β = -0.61, 95%CI: 1.49, -0.01) and Broad Math Index (β = -1.09, 95%CI: 2.36, -0.03).

conclusionsHigher prenatal PAH exposure and lower childhood inhibitory control were associated with worse spelling, passage comprehension, and math in adolescence. Notably, childhood inhibitory control mediated PAH exposure-related effects on achievement in adolescents. Identifying these potential exposure-related phenotypes of learning problems may promote interventions that target inhibitory control deficits rather than content specific deficits.

Indexed as

Academic SuccessAir PollutionPolycyclic Aromatic HydrocarbonsPrenatal Exposure Delayed EffectsAdolescentChildFemaleHumansPregnancyProspective StudiesPolycyclic Aromatic HydrocarbonsAcademic achievementAir pollutionEnvironmental exposureInhibitory controlLearning disorderMathReading

Identifiers

PMID34181922
PMCPMC8578437
OpenAlexW3173734161

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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.