Evidence map›Paper›PMID 31245525›Full record

ArticleSSM - population health2019

Causal effects of education on sexual and reproductive health in low and middle-income countries: A systematic review and meta-analysis.

Stephanie R Psaki, Erica K Chuang, Andrea J Melnikas, David B Wilson, Barbara S Mensch

Abstract read
In one paragraph

Article in SSM - population health, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
38citing 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

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

  1. Pooled it
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  15. Decreased likelihood of schooling as a consequence of tropical cyclones: Evidence from 13 low- and middle-income countries.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  16. Association Between Parity and Bone Mineral Density in the National Health and Nutrition Examination Survey.American journal of human biology : the official journal of the Human Biology Council · 2025
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  19. Education and reproductive health: evidence from schooling expansion in Turkey.International journal of health economics and management · 2024
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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

5 authors.

Stephanie R PsakiPoverty, Gender and Youth Program, Population Council, New York, NY, USA.
Erica K ChuangPoverty, Gender and Youth Program, Population Council, New York, NY, USA.
Andrea J MelnikasPoverty, Gender and Youth Program, Population Council, New York, NY, USA.
David B WilsonCriminology, Law and Society, George Mason University, Fairfax, VA, USA.
Barbara S MenschPoverty, Gender and Youth Program, Population Council, New York, NY, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDespite strong theoretical grounding, important gaps in knowledge remain regarding the degree to which there is a causal relationship between education and sexual and reproductive health, as many claims have been made based on associations alone. Understanding the extent to which these relationships are causal is important both to inform investments in education and health, as well as to understand the mechanisms underlying these relationships.

methodsWe conducted a systematic review of the evidence for a causal link between education and sexual and reproductive health (SRH) in low and middle-income countries. Education indicators included exposure to formal schooling and learning. SRH outcomes included: age at first sex, age at first marriage, age at first pregnancy/birth, contraceptive use, fertility, and HIV status and other sexually transmitted infections. When possible, we also conducted meta-analyses to estimate mean effects by outcome, and to understand sources of variation between studies.

resultsWe identified 35 papers that met our inclusion criteria. Although many of the studies report evidence of a causal relationship between education and one or more SRH outcomes, estimated effects are often small in magnitude. Our meta-analyses reveal mostly null mean effects, with the exception of small effects of increased grade attainment on lower fertility and HIV positive status. We also found inconsistent evidence supporting mechanisms linking education and SRH.

conclusionsThis review demonstrates that, although investments in schooling may have positive ripple effects for sexual and reproductive health in some circumstances, those effects may not be as large or consistent as expected. Further, our understanding of the circumstances in which schooling is most likely to improve SRH remains somewhat limited. An accurate picture of whether and when improvements in education lead to better health outcomes is essential for the achievement of global development goals.

Indexed as

EducationLow and middle-income countriesMeta-analysisSexual and reproductive healthSystematic review

Identifiers

PMID31245525
PMCPMC6582211

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LicenceCC BY
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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.