Evidence map›Paper›PMID 40221406›Full record

ArticleNature communications2025

Temperature and precipitation affect the water fetching time burden in Sub-Saharan Africa.

Abigail Harvey Paulos, David A Carroll, Julie Powers, Jake Campolo, Daehyun Daniel Kim, Avery Cohn, Amy J Pickering

Abstract read
In one paragraph

Article in Nature communications, 2025. 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

7 authors.

Abigail Harvey PaulosDepartment of Civil and Environmental Engineering, University of California, Berkeley, USA.
David A CarrollFriedman School of Nutrition Science and Policy, Tufts University, Boston, MA, USA.ORCID http://orcid.org/0000-0001-5634-592X
Julie PowersDepartment of Civil and Environmental Engineering, University of California, Berkeley, USA.
Jake CampoloFarmer's Business Network, San Carlos, CA, USA.
Daehyun Daniel KimDepartment of Civil and Environmental Engineering, University of California, Berkeley, USA.ORCID http://orcid.org/0000-0002-7234-4721
Avery CohnFriedman School of Nutrition Science and Policy, Tufts University, Boston, MA, USA.
Amy J PickeringDepartment of Civil and Environmental Engineering, University of California, Berkeley, USA. pickering@berkeley.edu.ORCID http://orcid.org/0000-0001-6193-2221

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In Sub-Saharan Africa (SSA), over 75% of households lack on-premises water access, requiring residents to spend time walking to collect water from outside their homes - a time burden that falls disproportionately on women and girls. Climate change is predicted to alter precipitation and temperature patterns in SSA, which could impact household water access. Here, we use spatial first differences to assess the causal effects of weather on water fetching walk time using household survey data (n = 979,759 observations from 31 countries) merged with geo- and temporally-linked precipitation and temperature data over time periods ranging from 7 to 365 days. We find increases in precipitation reduce water fetching times; a 1 cm increase in weekly rainfall over the past year decreases walking time by 3.5 min. Higher temperatures increase walk times, with a 1°C increase in temperature over the past year increasing walking time by 0.76 min. Rural household water fetching times are more impacted by recent weather compared to urban households; however, electricity access in rural communities mitigates the effect. Our findings suggest that future climate change will increase the water fetching burden in SSA, but that co-provision of electricity and water infrastructure may be able to alleviate this burden.

Indexed as

RainTemperatureWater SupplyAfrica South of the SaharaClimate ChangeFamily CharacteristicsFemaleHumansMaleRural PopulationUrban PopulationWalkingWeather

Identifiers

PMID40221406
PMCPMC11993627

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.