Evidence map›Paper›PMID 33418560›Full record

Trial reportPloS one2021

Racial and geographic variation in effects of maternal education and neighborhood-level measures of socioeconomic status on gestational age at birth: Findings from the ECHO cohorts.

Anne L Dunlop, Alicynne Glazier Essalmi, Lyndsay Alvalos, Carrie Breton, Carlos A Camargo, Whitney J Cowell, Dana Dabelea, Stephen R Dager, Cristiane Duarte, Amy Elliott and 30 more

Erratum issuedOpen access · goldAbstract readClinical TrialMulticenter Study
In one paragraph

Trial report in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 22 papers.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed
3.1field-weighted citation impact, top 7% 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

22 citing papers in PubMed, 32 citations in OpenAlex.

  1. Article
  2. Assessing Measurement Invariance in Neighborhood Socioeconomic Environment Across Levels of Urbanicity.Journal of urban health : bulletin of the New York Academy of Medicine · 2025
    Article
  3. Article
  4. Article
  5. Observational
  6. Article
  7. Review
  8. Resuscitation, survival and morbidity of extremely preterm infants in California 2011-2019.Journal of perinatology : official journal of the California Perinatal Association · 2024
    Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Review
  16. Article
  17. Article
  18. Article
  19. Article
  20. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

40 authors at 20 institutions in 1 country.

Anne L DunlopWoodruff Health Sciences Center, School of Medicine and Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, Georgia, United States of America.ORCID 0000-0002-5092-8136
Alicynne Glazier EssalmiDepartment of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing, Michigan, United States of America.ORCID 0000-0002-5441-1556
Lyndsay AlvalosDivision of Research, Kaiser Permanente Northern California, Oakland, California, United States of America.
Carrie BretonDepartment of Preventive Medicine, University of Southern California, Los Angeles, California, United States of America.
Carlos A CamargoDepartment of Epidemiology Harvard University, Cambridge, Massachusetts, United States of America.
Whitney J CowellDepartment of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America.ORCID 0000-0002-1824-3356
Dana DabeleaDepartment of Epidemiology, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America.
Stephen R DagerDepartment of Radiology and Bioengineering, University of Washington, Seattle, Washington, United States of America.
Cristiane DuarteDepartment of Psychiatry, Columbia University, New York, New York, United States of America.
Amy ElliottAvera Research Institute Center for Pediatric & Community Research, Sioux Falls, South Dakota, United States of America.
Raina FichorovaDepartment of Obstetrics, Gynecology and Reproductive Biology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, United States of America.
James GernDepartment of Medicine, University of Wisconsin, Madison, Wisconsin, United States of America.
Monique M HeddersonDivision of Research, Kaiser Permanente Northern California, Oakland, California, United States of America.
Elizabeth Hom ThepaksornProgram on Reproductive Health and the Environment, Department of Obstetrics, Gynecology and Reproductive Sciences, University of California San Francisco, San Francisco, California, United States of America.
Kathi HuddlestonCollege of Health and Human Services, George Mason University, Fairfax, Virginia, United States of America.
Margaret R KaragasDepartment of Epidemiology, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire, United States of America.
Ken KleinmanDepartment of Biostatistics and Epidemiology, University of Massachusetts Amherst, Amherst, Massachusetts, United States of America.
Leslie LevePrevention Science Institute, University of Oregon, Eugene, Oregon, United States of America.ORCID 0000-0003-3061-4524
Ximin LiDepartment of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland United States of America.
Yijun LiDepartment of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland United States of America.
Augusto LitonjuaDivision of Pediatric Pulmonary Medicine, Golisano Children's Hospital at Strong, University of Rochester Medical Center, Rochester, New York, United States of America.
Yunin Ludena-RodriguezDivision of Environmental and Occupational Health, Public Health Sciences, School of Medicine, University of California, Davis, California, United States of America.
Juliette C MadanDepartment of Epidemiology Geisel School of Medicine at Dartmouth Hitchcock Medical Center, Hanover, New Hampshire, United States of America.
Julio Mateus NinoObstetrics and Gynecology, Maternal and Fetal Medicine, Atrium Health, Charlotte, North Carolina, United States of America.ORCID 0000-0001-6886-4807
Cynthia McEvoyDivision of Neonatal, Department of Pediatrics, Oregon Health & Science University, Portland, Oregon, United States of America.
Thomas G O'ConnorDepartment of Psychiatry, School of Medicine and Dentistry, University of Rochester Medical Center, Rochester, New York, United States of America.
Amy M PadulaProgram on Reproductive Health and the Environment, Department of Obstetrics, Gynecology and Reproductive Sciences, University of California San Francisco, San Francisco, California, United States of America.
Nigel PanethDepartment of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing, Michigan, United States of America.
Frederica PereraDepartment of Psychiatry, Columbia University, New York, New York, United States of America.
Sheela SathyanarayanaDepartment of Pediatrics, University of Washington & Seattle Children's Research Institute, Seattle, Washington, United States of America.
Rebecca J SchmidtDivision of Environmental and Occupational Health, Public Health Sciences, School of Medicine, University of California, Davis, California, United States of America.
Robert T SchultzDepartment of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America.
Jessica SnowdenDepartment of Pediatrics, University of Arkansas Medical Sciences, Little Rock, Arkansas, United States of America.
Joseph B StanfordDepartment of Family Preventative Medicine, University of Utah School of Medicine, Salt Lake City, Utah, United States of America.ORCID 0000-0002-9932-3947
Leonardo TrasandeDepartment of Pediatrics, New York University Grossman School of Medicine, New York, New York, United States of America.
Heather E VolkDepartment of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland United States of America.
William WheatonScience and Technology Program, RTI International, Research Triangle Park, North Carolina, United States of America.
Rosalind J WrightDepartment of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America.
Monica McGrathDepartment of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland United States of America.
program collaborators for Environmental Influences on Child Health Outcomes
Johns Hopkins University · USColumbia University · USIcahn School of Medicine at Mount Sinai · USKaiser Permanente · USMichigan United · USUniversity of California, Davis · USUniversity of California, San Francisco · USUniversity of Rochester Medical Center · USAvera Health · USBrigham and Women's Hospital · USDartmouth College · USDartmouth–Hitchcock Medical Center · USEmory University · USGeorge Mason University · USHarvard University · USNew York University · USOregon Health & Science University · USRTI International · USSeattle Children's Hospital · USUniversity of Colorado Anschutz Medical Campus · US

Funding

ECHODAC (Environmental Influences on Child Health Outcomes Data Analysis Center)U24OD023382 · OD · JOHNS HOPKINS UNIVERSITY · PI Diane J Catellier, LISA P JACOBSON · 2016 to 2026
$148.4M
Wisconsin Infant Study Cohort (WISC) ECHO Pediatric Follow-UpUH3OD023282 · OD · UNIVERSITY OF WISCONSIN-MADISON · PI James E. Gern · 2018 to 2026
$64.8M
Mount Sinai ECHO site for Perinatal Environment and Development StudiesUH3OD023337 · OD · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI KECIA Nicole CARROLL, Robert O Wright · 2018 to 2026
$54.1M
A prospective study of critical environmental exposures in formative early life that impact lifelong health in rural US children: the New Hampshire Birth Cohort StudyUH3OD023275 · OD · DARTMOUTH COLLEGE · PI MARGARET Rita KARAGAS, Juliette Madan · 2018 to 2026
$44.3M
Prenatal and Early Childhood Pathways To Health:  An Integrated Model of Chemical and Social Exposures, Biological Mechanisms, and Sex-Specific Effects on Neurodevelopment and Respiratory OutcomesUH3OD023271 · OD · UNIVERSITY OF WASHINGTON · PI BUSH, NICOLE RENEE, KARR, CATHERINE J · 2018 to 2022
$37.3M
Environmental Influences on Childhood Outcomes in the Northern Plains Safe Passage Study CohortsUH3OD023279 · OD · AVERA MCKENNAN · PI Amy J Elliott, Christine W Hockett · 2018 to 2026
$31.7M
Lifecourse Approach to Developmental Repercussions of Environmental Agents on Metabolic and Respiratory Health (LA DREAMERs)UH3OD023287 · OD · UNIVERSITY OF SOUTHERN CALIFORNIA · PI BASTAIN, THERESA M, BRETON, CARRIE VAN DOREN · 2018 to 2022
$28.4M
UC Davis Environmental Health Sciences Core CenterP30ES023513 · NIEHS · UNIVERSITY OF CALIFORNIA AT DAVIS · PI Irva Hertz-Picciotto · 2015 to 2026
$26.0M
Utah Center for Clinical and Translational ScienceUL1TR002538 · NCATS · UNIVERSITY OF UTAH · PI HESS, RACHEL, MAJERSIK, JENNIFER JUHL · 2018 to 2022
$26.0M
Early Life Exposure to Endocrine Disrupting Chemicals and Child Growth, Adiposity, and NeurodevelopmentUH3OD023289 · OD · KAISER FOUNDATION RESEARCH INSTITUTE · PI ASSIAMIRA FERRARA, Monique Marie Hedderson · 2018 to 2026
$25.1M
Understanding Breastfeeding Practices Among ECHO Cohort Participants Before and During/After the COVID-19 PandemicUH3OD023285 · OD · MICHIGAN STATE UNIVERSITY · PI Charles James Barone, MICHAEL R. ELLIOTT · 2018 to 2026
$24.5M
Environmental Influences on Child Health Outcomes in Puerto Rico (ECHO-PRO)UH3OD023251 · OD · NORTHEASTERN UNIVERSITY · PI Akram N Alshawabkeh · 2018 to 2026
$24.0M
NCATS NIH HHS KL2 TR001065NCATS NIH HHS UL1 TR002538NICHD NIH HHS P50 HD105354NICHD NIH HHS T32 HD049311NIEHS NIH HHS P01 ES022832NIEHS NIH HHS P30 ES023513NIEHS NIH HHS P30 ES030284NIEHS NIH HHS R24 ES029490NIGMS NIH HHS P20 GM104416NIH HHS U24 OD023382NIH HHS UG3 OD023249NIH HHS UG3 OD023271NIH HHS UG3 OD023272NIH HHS UG3 OD023282NIH HHS UG3 OD023285NIH HHS UG3 OD023290NIH HHS UG3 OD023318NIH HHS UG3 OD023337NIH HHS UH3 OD023244NIH HHS UH3 OD023248NIH HHS UH3 OD023249NIH HHS UH3 OD023251NIH HHS UH3 OD023253NIH HHS UH3 OD023268NIH HHS UH3 OD023271NIH HHS UH3 OD023272NIH HHS UH3 OD023275NIH HHS UH3 OD023279NIH HHS UH3 OD023282NIH HHS UH3 OD023285NIH HHS UH3 OD023286NIH HHS UH3 OD023287NIH HHS UH3 OD023288NIH HHS UH3 OD023289NIH HHS UH3 OD023290NIH HHS UH3 OD023318NIH HHS UH3 OD023328NIH HHS UH3 OD023337NIH HHS UH3 OD023342NIH HHS UH3 OD023344NIH HHS UH3 OD023349NIH HHS UH3 OD023365NIH HHS UH3 OD023389NINR NIH HHS R01 NR014800
6 · The paper itself

Abstract

Preterm birth occurs at excessively high and disparate rates in the United States. In 2016, the National Institutes of Health (NIH) launched the Environmental influences on Child Health Outcomes (ECHO) program to investigate the influence of early life exposures on child health. Extant data from the ECHO cohorts provides the opportunity to examine racial and geographic variation in effects of individual- and neighborhood-level markers of socioeconomic status (SES) on gestational age at birth. The objective of this study was to examine the association between individual-level (maternal education) and neighborhood-level markers of SES and gestational age at birth, stratifying by maternal race/ethnicity, and whether any such associations are modified by US geographic region. Twenty-six ECHO cohorts representing 25,526 mother-infant pairs contributed to this disseminated meta-analysis that investigated the effect of maternal prenatal level of education (high school diploma, GED, or less; some college, associate's degree, vocational or technical training [reference category]; bachelor's degree, graduate school, or professional degree) and neighborhood-level markers of SES (census tract [CT] urbanicity, percentage of black population in CT, percentage of population below the federal poverty level in CT) on gestational age at birth (categorized as preterm, early term, full term [the reference category], late, and post term) according to maternal race/ethnicity and US region. Multinomial logistic regression was used to estimate odds ratios (OR) and 95% confidence intervals (CIs). Cohort-specific results were meta-analyzed using a random effects model. For women overall, a bachelor's degree or above, compared with some college, was associated with a significantly decreased odds of preterm birth (aOR 0.72; 95% CI: 0.61-0.86), whereas a high school education or less was associated with an increased odds of early term birth (aOR 1.10, 95% CI: 1.00-1.21). When stratifying by maternal race/ethnicity, there were no significant associations between maternal education and gestational age at birth among women of racial/ethnic groups other than non-Hispanic white. Among non-Hispanic white women, a bachelor's degree or above was likewise associated with a significantly decreased odds of preterm birth (aOR 0.74 (95% CI: 0.58, 0.94) as well as a decreased odds of early term birth (aOR 0.84 (95% CI: 0.74, 0.95). The association between maternal education and gestational age at birth varied according to US region, with higher levels of maternal education associated with a significantly decreased odds of preterm birth in the Midwest and South but not in the Northeast and West. Non-Hispanic white women residing in rural compared to urban CTs had an increased odds of preterm birth; the ability to detect associations between neighborhood-level measures of SES and gestational age for other race/ethnic groups was limited due to small sample sizes within select strata. Interventions that promote higher educational attainment among women of reproductive age could contribute to a reduction in preterm birth, particularly in the US South and Midwest. Further individual-level analyses engaging a diverse set of cohorts are needed to disentangle the complex interrelationships among maternal education, neighborhood-level factors, exposures across the life course, and gestational age at birth outcomes by maternal race/ethnicity and US geography.

Indexed as

EthnicityGestational AgeMaternal AgeMothersSocial ClassAdultFemaleHumansInfant, NewbornPregnancyUnited States

Identifiers

PMID33418560
PMCPMC7794036
OpenAlexW3119654727

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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.