Evidence map›Paper›PMID 30988183›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2019

Climate change and educational attainment in the global tropics.

Heather Randell, Clark Gray

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
26citing 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

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

  1. Pooled it
  2. Our current climate already merits serious research and policy attention.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  3. Article
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  6. Review
  7. Article
  8. Article
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  10. Investigating the relationship between growing season quality and childbearing goals.Global environmental change : human and policy dimensions · 2023
    Article
  11. Investigating Seasonal Agriculture, Contraceptive Use, and Pregnancy in Burkina Faso.The Professional geographer : the journal of the Association of American Geographers · 2023
    Article
  12. Household Shocks and Adolescent Well-Being in Peru.Population research and policy review · 2023
    Article
  13. Article
  14. Impact of air pollution on stunting among children in Africa.Environmental health : a global access science source · 2022
    Article
  15. Article
  16. Article
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  18. Climate change, social vulnerability and child nutrition in South Asia.Global environmental change : human and policy dimensions · 2021
    Article
  19. Climate anomalies and childhood growth in Peru.Population and environment · 2021
    Article
  20. 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

2 authors.

Heather RandellNational Socio-Environmental Synthesis Center, Annapolis, MD 21401; hrandell@umd.edu.
Clark GrayDepartment of Geography, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599.

Funding

Research Services CoreP2CHD050924 · NICHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI KAREN B GUZZO · 2015 to 2026
$9.6M
NICHD NIH HHS P2C HD050924
6 · The paper itself

Abstract

Climate change may negatively impact education among children via exposure to extreme temperature and precipitation conditions. We link census data from 29 countries across the global tropics to high-resolution gridded climate data to understand how climatic conditions experienced in utero and during early childhood affect educational attainment at ages 12 to 16. We show that exposure to higher-than-average temperatures during the prenatal and early-life period is associated with fewer years of schooling in Southeast Asia. In this region, a child who experiences temperatures 2 SDs above average is predicted to attain 1.5 fewer years of schooling than one who experiences average temperatures. In addition, early-life rainfall is positively correlated with attainment in West and Central Africa as well as Southeast Asia, and negatively correlated with attainment in Central America and the Caribbean. While we expected that children from the most educated households would be buffered from these effects, we discover that they tend to experience the greatest educational penalties when exposed to hotter early-life conditions and, in some regions, to drier conditions. For example, among the most educated households in West and Central Africa, predicted schooling is 1.8 years lower for children who experience early-life rainfall 2 SDs below average versus 2 SDs above average, while the difference is just 0.8 years for children from the least educated households. These results suggest that development and educational gains in the tropics could be undermined by climate change, even for better-off households.

Indexed as

Climate ChangeEducational StatusTropical ClimateAdolescentChildData CollectionGlobal HealthHumansclimate changeeducationsustainable development

Identifiers

PMID30988183
PMCPMC6500158

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.