Evidence map›Paper›PMID 36743738›Full record

ArticleGeoHealth2023

Climate Drivers of Malaria Transmission Seasonality and Their Relative Importance in Sub-Saharan Africa.

Edmund I Yamba, Andreas H Fink, Kingsley Badu, Ernest O Asare, Adrian M Tompkins, Leonard K Amekudzi

Open access · goldAbstract read
In one paragraph

Article in GeoHealth, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
35citing papers in PubMed, 3 pooled it
10.7field-weighted citation impact, top 1% 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

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

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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 at 4 institutions in 4 countries.

Edmund I YambaDepartment of Meteorology and Climate Science Kwame Nkrumah University of Science and Technology (KNUST) Kumasi Ghana.ORCID https://orcid.org/0000-0002-0486-9921
Andreas H FinkInstitute of Meteorology and Climate Research Karlsruhe Institute of Technology Karlsruhe Germany.ORCID https://orcid.org/0000-0002-5840-2120
Kingsley BaduDepartment of Theoretical and Applied Biology Kwame Nkrumah University of Science and Technology Kumasi Ghana.
Ernest O AsareDepartment of Epidemiology of Microbial Diseases Yale School of Public Health Yale University New Haven CT USA.ORCID https://orcid.org/0000-0003-4078-8755
Adrian M TompkinsInternational Centre for Theoretical Physics, Earth System Physics Trieste Italy.ORCID https://orcid.org/0000-0003-0975-6691
Leonard K AmekudziDepartment of Meteorology and Climate Science Kwame Nkrumah University of Science and Technology (KNUST) Kumasi Ghana.ORCID https://orcid.org/0000-0002-2186-3425
Kwame Nkrumah University of Science and Technology · GHKarlsruhe Institute of Technology · DEThe Abdus Salam International Centre for Theoretical Physics (ICTP) · ITYale University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

A new database of the Entomological Inoculation Rate (EIR) was used to directly link the risk of infectious mosquito bites to climate in Sub-Saharan Africa. Applying a statistical mixed model framework to high-quality monthly EIR measurements collected from field campaigns in Sub-Saharan Africa, we analyzed the impact of rainfall and temperature seasonality on EIR seasonality and determined important climate drivers of malaria seasonality across varied climate settings in the region. We observed that seasonal malaria transmission was within a temperature window of 15°C-40°C and was sustained if average temperature was well above 15°C or below 40°C. Monthly maximum rainfall for seasonal malaria transmission did not exceed 600 in west Central Africa, and 400 mm in the Sahel, Guinea Savannah, and East Africa. Based on a multi-regression model approach, rainfall and temperature seasonality were found to be significantly associated with malaria seasonality in all parts of Sub-Saharan Africa except in west Central Africa. Topography was found to have significant influence on which climate variable is an important determinant of malaria seasonality in East Africa. Seasonal malaria transmission onset lags behind rainfall only at markedly seasonal rainfall areas such as Sahel and East Africa; elsewhere, malaria transmission is year-round. High-quality EIR measurements can usefully supplement established metrics for seasonal malaria. The study's outcome is important for the improvement and validation of weather-driven dynamical mathematical malaria models that directly simulate EIR. Our results can contribute to the development of fit-for-purpose weather-driven malaria models to support health decision-making in the fight to control or eliminate malaria in Sub-Saharan Africa.

Indexed as

climatedriversmalariarelativeseasonaltransmission

Identifiers

PMID36743738
PMCPMC9884660
OpenAlexW4317435368

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.