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.
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.
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.
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.
Who cites it
22 citing papers in PubMed, 32 citations in OpenAlex.
- Neighbourhood socioeconomic disadvantage and the risk of preterm delivery.BMJ paediatrics open · 2026Article
- Assessing Measurement Invariance in Neighborhood Socioeconomic Environment Across Levels of Urbanicity.Journal of urban health : bulletin of the New York Academy of Medicine · 2025Article
- The Mediating Role of Social and Environmental Determinants of Health in the Association Between Race and Preterm Birth Risk.Journal of women's health (2002) · 2025Article
- Exploring a food is medicine pilot program to improve dietary quality among rural perinatal patients.BMC nutrition · 2025Article
- Utilize administrative data to assess impact of individual-level and neighborhood-level socioeconomic status on childhood health in a longitudinal study.Public health · 2025Observational
- Social and geographical disparities in adverse birth outcomes in Alaska: a retrospective cohort study.BMJ public health · 2025Article
- Approaches to protocol standardization and data harmonization in the ECHO-wide cohort study.Pediatric research · 2024Review
- Resuscitation, survival and morbidity of extremely preterm infants in California 2011-2019.Journal of perinatology : official journal of the California Perinatal Association · 2024Article
- Associations of Organophosphate Ester Flame Retardant Exposures during Pregnancy with Gestational Duration and Fetal Growth: The Environmental influences on Child Health Outcomes (ECHO) Program.Environmental health perspectives · 2024Article
- Social Determinants of Health, Prenatal Maternal Stress, and Earlier Birth During the COVID-19 Pandemic.Social and personality psychology compass · 2023Article
- Sex-specific effects of prenatal organophosphate ester (OPE) metabolite mixtures and adverse infant birth outcomes in the maternal and developmental risks from environmental and social stressors (MADRES) pregnancy cohort.Environmental research · 2023Article
- Maternal comorbidity and adverse perinatal outcomes in survivors of adolescent and young adult cancer: A cohort study.BJOG : an international journal of obstetrics and gynaecology · 2023Article
- Neurodevelopmental outcome of low-risk moderate to late preterm infants at 18 months.Frontiers in pediatrics · 2023Article
- Association of maternal education, neighborhood deprivation, and racial segregation with gestational age at birth by maternal race/ethnicity and United States Census region in the ECHO cohorts.Frontiers in public health · 2023Article
- A Comprehensive Review on Social Inequalities and Pregnancy Outcome-Identification of Relevant Pathways and Mechanisms.International journal of environmental research and public health · 2022Review
- Using non-parametric Bayes shrinkage to assess relationships between multiple environmental and social stressors and neonatal size and body composition in the Healthy Start cohort.Environmental health : a global access science source · 2022Article
- Neighborhood conditions and birth outcomes: Understanding the role of perceived and extrinsic measures of neighborhood quality.Environmental epidemiology (Philadelphia, Pa.) · 2022Article
- Associations between social, biologic, and behavioral factors and biomarkers of oxidative stress during pregnancy: Findings from four ECHO cohorts.The Science of the total environment · 2022Article
- Child Opportunity Index 2.0 and acute care utilization among children with medical complexity.Journal of hospital medicine · 2022Article
- Article
Corrections and comments
- Erratum issued
Authors and funding
40 authors at 20 institutions in 1 country.
Funding
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.
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