Evidence map›Paper›PMID 40826063›Full record

ArticleBMC public health2025

Climate-driven malaria mortality among children in malaria-endemic areas of Uganda.

Agnes Kiragga, Flavian Otieno, Betty Nabukeera, Maureen Ng'etich, Yesim Tozan, Dan Kajungu

Abstract read
In one paragraph

Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Agnes KiraggaData Science Program, Research Division, African Population and Health Research Center, Manga Close, P.O. Box 10787-00100, Kitisuru, Nairobi, Kenya. akiragga@aphrc.org.
Flavian OtienoData Science Program, Research Division, African Population and Health Research Center, Manga Close, P.O. Box 10787-00100, Kitisuru, Nairobi, Kenya.
Betty NabukeeraIganga-Mayuge Health and Demographic Site, Makerere University Center for Health and Population Research, Makerere University, Kampala, Uganda.
Maureen Ng'etichData Science Program, Research Division, African Population and Health Research Center, Manga Close, P.O. Box 10787-00100, Kitisuru, Nairobi, Kenya.
Yesim TozanDepartment of Global and Environment Health, School of Global Public Health, New York University, 708 Broadway, 4th floor, New York, NY, 10003, USA.
Dan KajunguIganga-Mayuge Health and Demographic Site, Makerere University Center for Health and Population Research, Makerere University, Kampala, Uganda.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Malaria is a major disease in Africa and is among the leading causes of mortality among children. The disease is highly sensitive to climate change. Prior studies have established a link between climatic factors and malaria mortality, but the evidence specifically related to children in sub-Saharan Africa remains inconsistent and requires further investigation. This study examined the impact of climate variables on malaria mortality in the Iganga and Mayuge districts, a malaria-prone area in Uganda. We used weekly malaria mortality data from a population-based cohort in the Iganga Mayuge Health Demographic Surveillance Site (IMHDSS). In this study, we employed a time series model using a distributed lag non-linear approach to assess the association of weekly climatic factors on malaria mortality across all ages, including children under 5 years and children aged between 5 and 14 years. We also conducted a subgroup analysis based on sex to determine whether susceptibility to climate-related malaria mortality differs between females and males. We found an increased mortality risk across all ages at a lag of 11 to 12 weeks following exposure to rainfall above 646 mm. Higher risks of malaria mortality were also observed at a lag of 5 to 11 weeks when temperatures ranged between 25.2 °C and 29.9 °C. Notably, the relative risk of malaria mortality in children under 5 years and children aged between 5 and 14 years was more sensitive to temperature than to rainfall. We found that male children aged between 5 and 14 years were more vulnerable to temperature-related malaria mortality compared to females in that age group and children under 5 years. Rainfall did not have a significant association with malaria mortality in children. A nuanced understanding of climate-malaria relationships has the potential to inform the implementation of malaria prevention and control strategies through early warnings of climate-driven risks, ultimately reducing premature deaths due to malaria in this vulnerable age group.

Indexed as

ClimateClimate ChangeEndemic DiseasesMalariaAdolescentChildChild, PreschoolFemaleHumansInfantMaleUgandaAfricaChildrenClimateDelayed effectsDistributed lag modelsMalaria mortalityTime series

Identifiers

PMID40826063
PMCPMC12360017

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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.