Evidence map›Paper›PMID 36381499›Full record

ArticleGeoHealth2022

The Association Between Rainfall, Temperature, and Reported Drinking Water Source: A Multi-Country Analysis.

Andrea G Buchwald, Evan Thomas, Kristopher B Karnauskas, Elise Grover, Karen Kotloff, Elizabeth J Carlton

Abstract read
In one paragraph

Article in GeoHealth, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Waterborne diseases and climate change.Nature reviews. Microbiology · 2026
    Review
  2. Article
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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

6 authors.

Andrea G BuchwaldDepartment of Environmental and Occupational Health Colorado School of Public Health Aurora CO USA.ORCID https://orcid.org/0000-0001-6503-6459
Evan ThomasMortenson Center in Global Engineering University of Colorado Boulder Boulder CO USA.ORCID https://orcid.org/0000-0002-8196-0032
Kristopher B KarnauskasDepartment of Environmental and Occupational Health Colorado School of Public Health Aurora CO USA.ORCID https://orcid.org/0000-0001-8121-7321
Elise GroverDepartment of Environmental and Occupational Health Colorado School of Public Health Aurora CO USA.ORCID https://orcid.org/0000-0001-8845-1591
Karen KotloffCenter for Vaccine Development and Global Health University of Maryland School of Medicine MD Baltimore USA.
Elizabeth J CarltonDepartment of Environmental and Occupational Health Colorado School of Public Health Aurora CO USA.ORCID https://orcid.org/0000-0002-8664-9606

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Climate change may alter access to safe drinking water, with important implications for health. We assessed the relationship between temperature and rainfall and utilization of basic drinking water (BDW) in The Gambia, Mozambique, Pakistan, and Kenya. The outcomes of interest were (a) whether the reported drinking water source used in the past 2 weeks met the World Health Organization definition of BDW and (b) use of a BDW source that was always available. Temperature and precipitation data were compiled from weather stations and satellite data and summarized to account for long- and short-term weather patterns and lags. We utilized random forests and logistic regression to identify key weather variables that predicted outcomes by site and the association between important weather variables and BDW use. Higher temperatures were associated with decreased BDW use at three of four sites and decreased use of BDW that is always available at all four sites. Increasing rainfall, both in the long- and short-term, was associated with increased BDW use in three sites. We found evidence for interactions between household wealth and weather variables at two sites, suggesting lower wealth populations may be more sensitive to weather-driven changes in water access. Changes in temperature and precipitation can alter safe water use in low-resource settings-investigating drivers for these relationships can inform efforts to build climate resilience.

Indexed as

climate resiliencedrinking watersafe waterWASHwater infrastructureweather

Identifiers

PMID36381499
PMCPMC9662587

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.