SynthesisLancet (London, England)2021
Parental education and inequalities in child mortality: a global systematic review and meta-analysis.
Synthesis in Lancet (London, England), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 120 papers, 6 of them syntheses that pooled it.
What it found
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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
120 citing papers in PubMed, 6 syntheses or guidelines pooled it.
- Risk and Protective Factors Associated With HIV-Related Mortality in Children Receiving Antiretroviral Therapy: A Model-Based Meta-Regression.JAMA pediatrics · 2026Pooled it
- Mortality among Children Aged 1-59 Months in India: Evidence from a Systematic Review and Meta-Analysis (2009-2024).Journal of epidemiology and global health · 2026Pooled it
- Preferences, attitudes and views regarding genetic newborn screening (gNBS) for rare diseases: a systematic review of the literature and synthesis from 2009 to 2022.Orphanet journal of rare diseases · 2026Pooled it
- Gender equity and sustainable development through the lens of fertility intentions among highly educated women: a systematic review and meta-analysis.BMC public health · 2025Pooled it
- Effects of education on adult mortality: a global systematic review and meta-analysis.The Lancet. Public health · 2024Pooled it
- A Systematic Review of Factors Associated with Under-Five Child Mortality.BioMed research international · 2022Pooled it
- Methodology for measuring behavior change dictates the perceived effectiveness of school-based WASH interventions.Frontiers in public health · 2026Trial
- Considering equity and cost-effectiveness in assessing a parenting intervention to promote early childhood development in rural Vietnam.Health policy and planning · 2023Trial
- Parental education and children's old-age mortality: Evidence using college expansions.Social science & medicine (1982) · 2026Article
- The mediating role of brain structural-functional connectivity coupling in linking paternal education to BMI and depressive scores in young adults.BMC psychiatry · 2026Article
- Rates and causes of neonatal and under-five mortality: insights from a national household survey in Pakistan.Journal of global health · 2026Article
- Direct and Indirect Effects of Adolescent Motherhood on Under-Five Mortality in Pakistan: Evidence From a Nationally Representative Survey.American journal of human biology : the official journal of the Human Biology Council · 2026Article
- Digital Screen Time and Mental Health Difficulties Among Preschool Children in Western China: Cross-Sectional Study.Journal of medical Internet research · 2026Article
- Article
- Infant Mortality Rates of Non-Hispanic White and African-American Term Births: The Effect of Acknowledged Fathers' Education.Maternal and child health journal · 2026Article
- Structural Equation Modelling of Socioeconomic Status on Malnutrition Among Urban Preschoolers: Multi-Group Analysis of Hungary and Indonesia.International journal of environmental research and public health · 2026Article
- The Impact of Socioeconomic Inequities and Small-Area Deprivation on Child Inpatient Care: Evidence from a Quantitative Study in a Vulnerable Suburban Setting.International journal of environmental research and public health · 2026Article
- Trends and Sociodemographic Differentials in Neonatal, Infant, and Under-5 Mortality in Bangladesh, 1993-2022.Public health challenges · 2026Article
- Under-5 mortality of infectious diseases in 204 countries between 1990 and 2021.Translational pediatrics · 2026Article
- Trajectories of Life Course Financial Disadvantage and Depressive Mood: Results From the National Survey of the Japanese Elderly.Journal of epidemiology · 2026Article
60 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
19 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe educational attainment of parents, particularly mothers, has been associated with lower levels of child mortality, yet there is no consensus on the magnitude of this relationship globally. We aimed to estimate the total reductions in under-5 mortality that are associated with increased maternal and paternal education, during distinct age intervals.
methodsThis study is a comprehensive global systematic review and meta-analysis of all existing studies of the effects of parental education on neonatal, infant, and under-5 child mortality, combined with primary analyses of Demographic and Health Survey (DHS) data. The literature search of seven databases (CINAHL, Embase, MEDLINE, PsycINFO, PubMed, Scopus, and Web of Science) was done between Jan 23 and Feb 8, 2019, and updated on Jan 7, 2021, with no language or publication date restrictions. Teams of independent reviewers assessed each record for its inclusion of individual-level data on parental education and child mortality and excluded articles on the basis of study design and availability of relevant statistics. Full-text screening was done in 15 languages. Data extracted from these studies were combined with primary microdata from the DHS for meta-analyses relating maternal or paternal education with mortality at six age intervals: 0-27 days, 1-11 months, 1-4 years, 0-4 years, 0-11 months, and 1 month to 4 years. Novel mixed-effects meta-regression models were implemented to address heterogeneity in referent and exposure measures among the studies and to adjust for study-level covariates (wealth or income, partner's years of schooling, and sex of the child). This study was registered with PROSPERO (CRD42020141731).
findingsThe systematic review returned 5339 unique records, yielding 186 included studies after exclusions. DHS data were compiled from 114 unique surveys, capturing 3 112 474 livebirths. Data extracted from the systematic review were synthesized together with primary DHS data, for meta-analysis on a total of 300 studies from 92 countries. Both increased maternal and paternal education showed a dose-response relationship linked to reduced under-5 mortality, with maternal education emerging as a stronger predictor. We observed a reduction in under-5 mortality of 31·0% (95% CI 29·0-32·6) for children born to mothers with 12 years of education (ie, completed secondary education) and 17·3% (15·0-18·8) for children born to fathers with 12 years of education, compared with those born to a parent with no education. We also showed that a single additional year of schooling was, on average, associated with a reduction in under-5 mortality of 3·04% (2·82-3·23) for maternal education and 1·57% (1·35-1·72) for paternal education. The association between higher parental education and lower child mortality was significant for both parents at all ages studied and was largest after the first month of life. The meta-analysis framework incorporated uncertainty associated with each individual effect size into the model fitting process, in an effort to decrease the risk of bias introduced by study design and quality.
interpretationTo our knowledge, this study is the first effort to systematically quantify the transgenerational importance of education for child survival at the global level. The results showed that lower maternal and paternal education are both risk factors for child mortality, even after controlling for other markers of family socioeconomic status. This study provides robust evidence for universal quality education as a mechanism to achieve the Sustainable Development Goal target 3.2 of reducing neonatal and child mortality.
fundingResearch Council of Norway, Bill & Melinda Gates Foundation, and Rockefeller Foundation-Boston University Commission on Social Determinants, Data, and Decision Making (3-D Commission).
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