Evidence map›Paper›PMID 31199800›Full record

ArticlePLoS medicine2019

Mediating roles of preterm birth and restricted fetal growth in the relationship between maternal education and infant mortality: A Danish population-based cohort study.

Yongfu Yu, Zeyan Liew, Aolin Wang, Onyebuchi A Arah, Jialiang Li, Jørn Olsen, Sven Cnattingius, Guoyou Qin, Carsten Obel, Bo Fu and 1 more

Abstract read
In one paragraph

Article in PLoS medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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

19 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. [Causal Multiple Mediation Analysis of the Association Between Early and Mid-Pregnancy Body Mass Index Trajectories and Preterm Birth].Sichuan da xue xue bao. Yi xue ban = Journal of Sichuan University. Medical science edition · 2026
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  15. Health-related quality of life of children born very preterm: a multinational European cohort study.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2023
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  19. Social Adaptability Index and Pregnancy Outcomes in Women With Diabetes During Pregnancy.Diabetes spectrum : a publication of the American Diabetes Association · 2021
    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

11 authors.

Yongfu YuDepartment of Clinical Epidemiology, Aarhus University, Aarhus, Denmark.ORCID 0000-0003-4208-9480
Zeyan LiewDepartment of Environmental Health Sciences, Yale School of Public Health, New Haven, Connecticut, United States of America.ORCID 0000-0002-9424-7869
Aolin WangProgram 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.ORCID 0000-0002-3490-648X
Onyebuchi A ArahDepartment of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, California, United States of America.ORCID 0000-0002-9067-1697
Jialiang LiDuke-NUS Medical School, National University of Singapore, Singapore.
Jørn OlsenDepartment of Clinical Epidemiology, Aarhus University, Aarhus, Denmark.
Sven CnattingiusClinical Epidemiology Unit, Department of Medicine, Solna, Karolinska University Hospital, Karolinska Institute, Stockholm, Sweden.
Guoyou QinDepartment of Biostatistics, School of Public Health, Key Laboratory of Public Health Safety, Fudan University, Shanghai, China.
Carsten ObelSection for General Medical Practice, Department of Public Health, Aarhus University, Aarhus, Denmark.
Bo FuGreat Ormond Street Institute of Child Health, University College London, London, United Kingdom.ORCID 0000-0002-3865-323X
Jiong LiDepartment of Clinical Epidemiology, Aarhus University, Aarhus, Denmark.

Funding

Statistics and Methods CoreR24HD041022 · NICHD · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI COSTA, DORA L · 2001 to 2016
$10.1M
Transdisciplinary Approach to Rapidly Identify Reproductive Toxics in Pregnant Women and NewbornsR01ES027051 · NIEHS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Dimitri Abrahamsson, Tracey J. Woodruff · 2016 to 2026
$6.6M
The impact of natural experiments on child obesity: A systems science approachR01HD072296 · NICHD · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI PRELIP, MICHAEL LEE, WANG, MAY C · 2013 to 2017
$2.4M
Elucidating the Role of the Genetic and Environmental Determinants of Preterm Birth Using Integrative Computational ApproachesK01LM012381 · NLM · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI SIROTA, MARINA · 2016 to 2018
$531k
Medical Research Council MR/M025152/1Medical Research Council MR/M025152/2NICHD NIH HHS R01 HD072296NICHD NIH HHS R24 HD041022NIEHS NIH HHS R01 ES027051NLM NIH HHS K01 LM012381
6 · The paper itself

Abstract

backgroundSocioeconomic disparities in infant mortality have persisted for decades in high-income countries and may have become stronger in some populations. Therefore, new understandings of the mechanisms that underlie socioeconomic differences in infant deaths are essential for creating and implementing health initiatives to reduce these deaths. We aimed to explore whether and the extent to which preterm birth (PTB) and small for gestational age (SGA) at birth mediate the association between maternal education and infant mortality. METHODS AND

findingsWe developed a population-based cohort study to include all 1,994,618 live singletons born in Denmark in 1981-2015. Infants were followed from birth until death, emigration, or the day before the first birthday, whichever came first. Maternal education at childbirth was categorized as low, medium, or high. An inverse probability weighting of marginal structural models was used to estimate the controlled direct effect (CDE) of maternal education on offspring infant mortality, further split into neonatal (0-27 days) and postneonatal (28-364 days) deaths, and portion eliminated (PE) by eliminating mediation by PTB and SGA. The proportion eliminated by eliminating mediation by PTB and SGA was reported if the mortality rate ratios (MRRs) of CDE and PE were in the same direction. The MRRs between maternal education and infant mortality were 1.63 (95% CI 1.48-1.80, P < 0.001) and 1.19 (95% CI 1.08-1.31, P < 0.001) for low and medium versus high education, respectively. The estimated proportions of these total associations eliminated by reducing PTB and SGA together were 55% (MRRPE = 1.27, 95% CI 1.15-1.40, P < 0.001) for low and 60% (MRRPE = 1.11, 95% CI 1.01-1.22, P = 0.037) for medium versus high education. The proportions eliminated by eliminating PTB and SGA separately were, respectively, 46% and 11% for low education (versus high education) and 48% and 13% for medium education (versus high education). PTB and SGA together contributed more to the association of maternal educational disparities with neonatal mortality (proportion eliminated: 75%-81%) than with postneonatal mortality (proportion eliminated: 21%-23%). Limitations of the study include the untestable assumption of no unmeasured confounders for the causal mediation analysis, and the limited generalizability of the findings to other countries with varying disparities in access and quality of perinatal healthcare.

conclusionsPTB and SGA may play substantial roles in the relationship between low maternal education and infant mortality, especially for neonatal mortality. The mediating role of PTB appeared to be much stronger than that of SGA. Public health strategies aimed at reducing neonatal mortality in high-income countries may need to address socially related prenatal risk factors of PTB and impaired fetal growth. The substantial association of maternal education with postneonatal mortality not accounted for by PTB or SGA could reflect unaddressed educational disparities in infant care or other factors.

Indexed as

Educational StatusPopulation SurveillanceAdolescentAdultCohort StudiesDenmarkFemaleFetal Growth RetardationFollow-Up StudiesHumansInfantInfant MortalityInfant, NewbornMalePregnancyPremature Birth

Identifiers

PMID31199800
PMCPMC6568398

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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.