Evidence map›Paper›PMID 42714295›Full record

ArticleWater environment research : a research publication of the Water Environment Federation2026

Acute Diarrheal Disease Associated With Climate Variability and Water Supply System Configuration: An Ecological Study in Brazil.

Isabel Francisco de Araújo Reis, Paula Cristine Silva Gomes, Thaís Barreto Santana, Lívia Cristina Pinto Dias, Marcelo de Souza Lauretto, Maria Tereza Pepe Razzolini, Aníbal da Fonseca Santiago

Erratum issuedAbstract read
In one paragraph

Article in Water environment research : a research publication of the Water Environment Federation, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. 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

5 · Who and what money

Authors and funding

7 authors.

Isabel Francisco de Araújo ReisGraduate Program in Environmental Engineering, Federal University of Ouro Preto, Ouro Preto, Minas Gerais, Brazil.ORCID https://orcid.org/0000-0002-8821-1034
Paula Cristine Silva GomesGraduate Program in Environmental Engineering, Federal University of Ouro Preto, Ouro Preto, Minas Gerais, Brazil.
Thaís Barreto SantanaDepartment of Environmental Engineering, Federal University of Ouro Preto, Ouro Preto, Minas Gerais, Brazil.
Lívia Cristina Pinto DiasDepartment of Environmental Engineering, Federal University of Ouro Preto, Ouro Preto, Minas Gerais, Brazil.
Marcelo de Souza LaurettoDepartment of School of Arts, Sciences and Humanities, University of São Paulo, São Paulo, São Paulo, Brazil.
Maria Tereza Pepe RazzoliniDepartment of Environmental Health, School of Public Health, University of São Paulo, São Paulo, São Paulo, Brazil.ORCID https://orcid.org/0000-0003-3308-9550
Aníbal da Fonseca SantiagoDepartment of Civil Engineering, Federal University of Ouro Preto, Ouro Preto, Minas Gerais, Brazil.ORCID https://orcid.org/0000-0002-6743-6752

Funding

Conselho Nacional de Desenvolvimento Científico e Tecnológico 309529/2025-5Coordenação de Aperfeiçoamento de Pessoal de Nível Superior 001
6 · The paper itself

Abstract

Acute diarrheal disease (ADD) remains a major public health problem in low- and middle-income countries, where vulnerabilities in water supply systems (WSSs) are associated with increased exposure to disease. Rainfall patterns influenced by climate change are also associated with changes in ADD occurrence, although evidence on the interaction between ADD, WSS configurations, and climate variability remains limited. This ecological study used water quality indicators, health surveillance records, and generalized linear models to assess associations between different WSS configurations, including conventional treatment systems, disinfection systems, and systems distributing a mixture of treated and raw water. The exponentiated coefficient for systems distributing a mixture of treated and raw water was exp(β) = 1.21 (95% CI: 1.03-1.43; p = 0.032), indicating that ADD rates were 21% higher in these systems than in conventional treatment systems. Similarly, the exponentiated coefficient for the dry season was exp(β) = 0.73 (95% CI: 0.62-0.86; p = 0.001), indicating that ADD rates were 27% lower during the dry season than during the rainy season. Water quality indicators showed no statistically significant association with ADD cases. These findings highlight the importance of improving water treatment infrastructure, particularly in hybrid WSSs, to reduce ADD rates and protect public health.

Indexed as

Climate ChangeDiarrheaWater SupplyAcute DiseaseBrazilHumansSeasonsWater Qualitydiarrhealow‐ and middle‐income countriesrisk assessmentsafe waterwater safety plan

Identifiers

PMID42714295
PMCPMC13557016

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.