Evidence map›Paper›PMID 42866124›Full record

ArticleEnvironmental research, health : ERH2026

Impact of tropical cyclones on child marriage rates in 14 affected countries.

Anna Y Palmer, Yuta J Masuda, Aurélie P Harou, Margaret E Greene, Jai K Das, Christina T Kwauk, Brian E Robinson, Alissa Koski, Jill Baumgartner

Abstract read
In one paragraph

Article in Environmental research, health : ERH, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Anna Y PalmerDepartment of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Canada.ORCID https://orcid.org/0009-0003-9772-5664
Yuta J MasudaAllen Family Philanthropies, Washington, Seattle, United States of America.ORCID https://orcid.org/0000-0002-1698-4855
Aurélie P HarouDepartment of Natural Resource Sciences, McGill University, Montreal, Canada.ORCID https://orcid.org/0000-0003-0295-0918
Margaret E GreeneGreeneWorks, Washington, DC, United States of America.
Jai K DasInstitute for Global Health and Development, Aga Khan University, Karachi, Pakistan.
Christina T KwaukUnbounded Alliance, University Park, Maryland, United States of America.ORCID https://orcid.org/0000-0003-4587-6762
Brian E RobinsonMcGill Centre for Climate Change and Health, McGill University, Montreal, Canada.ORCID https://orcid.org/0000-0002-8972-8318
Alissa KoskiDepartment of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Canada.ORCID https://orcid.org/0000-0001-5170-6693
Jill BaumgartnerDepartment of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Canada.ORCID https://orcid.org/0000-0001-8397-6380

Funding

Wellcome Trust
6 · The paper itself

Abstract

Tropical cyclones (TCs) have had reported impacts on child marriage within certain communities, driven by disrupted livelihoods, displacement, and interruptions to education. However, the extent to which TCs affect national rates of child marriage has not been systematically studied. Here, we combine 12 888 607 person-years of nationally representative survey data on child marriage with high-resolution gridded wind speed data to estimate the effect of TCs on child marriage rates in 14 cyclone-exposed countries between 1983 and 2015. Using a distributed lag model, we estimate changes in child marriage rates up to three years following a cyclone. We find little measurable change in national child marriage rates after cyclones. We observe a small increase in the rate of child marriage in Mozambique, and subgroup analyses suggest that child marriage may have increased slightly among urban populations in Cambodia and Timor-Leste. Overall, these results indicate that, despite reported impacts, TCs are unlikely to be a dominant driver of child marriage rates globally.

Indexed as

child marriageclimate changegender-based violencetropical cyclonestropical storms

Identifiers

PMID42866124
PMCPMC13656896

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.