Evidence map›Paper›PMID 30986088›Full record

ArticleEnvironmental health perspectives2019

Associations between High Temperature, Heavy Rainfall, and Diarrhea among Young Children in Rural Tamil Nadu, India: A Prospective Cohort Study.

Andrew Mertens, Kalpana Balakrishnan, Padmavathi Ramaswamy, Paramasivan Rajkumar, Prabhakar Ramaprabha, Natesan Durairaj, Alan E Hubbard, Ranjiv Khush, John M Colford, Benjamin F Arnold

Open access · diamondAbstract read
In one paragraph

Article in Environmental health perspectives, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
37citing papers in PubMed, 3 pooled it
3.7field-weighted citation impact, top 7% of its field
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

37 citing papers in PubMed, 3 syntheses or guidelines pooled it, 73 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Pooled it
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  12. Association of Weather Variables With Pathogens Contributing to Conjunctivitis Worldwide.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2025
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  14. Observational
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors at 3 institutions in 2 countries.

Andrew Mertens1 School of Public Health, University of California , Berkeley, California, USA.
Kalpana Balakrishnan2 Department of Environmental and Health Engineering, Sri Ramachandra Medical College and Research Institute , Porur, Chennai, Tamil Nadu, India.
Padmavathi Ramaswamy2 Department of Environmental and Health Engineering, Sri Ramachandra Medical College and Research Institute , Porur, Chennai, Tamil Nadu, India.
Paramasivan Rajkumar2 Department of Environmental and Health Engineering, Sri Ramachandra Medical College and Research Institute , Porur, Chennai, Tamil Nadu, India.
Prabhakar Ramaprabha2 Department of Environmental and Health Engineering, Sri Ramachandra Medical College and Research Institute , Porur, Chennai, Tamil Nadu, India.
Natesan Durairaj2 Department of Environmental and Health Engineering, Sri Ramachandra Medical College and Research Institute , Porur, Chennai, Tamil Nadu, India.
Alan E Hubbard1 School of Public Health, University of California , Berkeley, California, USA.
Ranjiv Khush3 Aquaya Institute , San Francisco, California, USA.
John M Colford1 School of Public Health, University of California , Berkeley, California, USA.
Benjamin F Arnold1 School of Public Health, University of California , Berkeley, California, USA.
Sri Ramachandra Institute of Higher Education and Research · INUniversity of California, Berkeley · USRetina Institute · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe effects of weather on diarrhea could influence the health impacts of climate change. Children have the highest diarrhea incidence, especially in India, where many lack safe water and sanitation.

objectivesIn a prospective cohort of 1,284 children under 5 y of age from 900 households across 25 villages in rural Tamil Nadu, India, we examined whether high temperature and heavy rainfall was associated with increased all-cause diarrhea and water contamination.

methodsSeven-day prevalence of diarrhea was assessed monthly for up to 12 visits from January 2008 to April 2009, and hydrogen sulfide ([Formula: see text]) presence in drinking water, a fecal contamination indicator, was tested in a subset of households. We estimated associations between temperature and rainfall exposures and diarrhea and [Formula: see text] using binomial regressions, adjusting for potential confounders, random effects for village, and autoregressive-1 error terms for study week.

resultsThere were 259 cases of diarrhea. The prevalence of diarrhea during the 7 d before visits was 2.95 times higher (95% CI: 1.99, 4.39) when mean temperature in the week before the 7-d recall was in the hottest versus the coolest quartile of weekly mean temperature during 1 December 2007 to 15 April 2009. Diarrhea prevalence was 1.50 times higher when the 3 weeks before the diarrhea recall period included [Formula: see text] (vs. 0 d) with rainfall of [Formula: see text] (95% CI: 1.12, 2.02), and 2.60 times higher (95% CI: 1.55, 4.36) for heavy rain weeks following a 60-d dry period. The [Formula: see text] prevalence in household water was not associated with heavy rain prior to sample collection.

conclusionsThe results suggest that, in rural Tamil Nadu, heavy rainfall may wash pathogens that accumulate during dry weather into child contact. Higher temperatures were positively associated with diarrhea 1-3 weeks later. Our findings suggest that diarrhea morbidity could worsen under climate change without interventions to reduce enteric pathogen transmission through multiple pathways. https://doi.org/10.1289/EHP3711.

Indexed as

RainChild, PreschoolClimate ChangeDiarrheaFemaleHot TemperatureHumansIndiaInfantInfant, NewbornMalePrevalenceProspective StudiesRural PopulationWater Pollution

Identifiers

PMID30986088
PMCPMC6785227
OpenAlexW2940289522

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.