Evidence map›Paper›PMID 39648221›Full record

ArticleInfectious diseases of poverty2024

Waning success: a 2013-2022 spatial and temporal trend analysis of malaria in Ethiopia.

Abdollah Jalilian, Galana Mamo Ayana, Temesgen Ashine, Elifaged Hailemeskel, Yehenew Asmamaw Ebstie, Eshetu Molla, Endashaw Esayas, Nigatu Negash, Abena Kochora, Muluken Assefa and 9 more

Abstract read
In one paragraph

Article in Infectious diseases of poverty, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

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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

19 authors.

Abdollah Jalilian *Lancaster Ecology and Epidemiology Group, Lancaster Medical School, Lancaster University, Lancaster, UK.
Galana Mamo Ayana *Malaria and Neglected Tropical Disease, Armauer Hansen Research Institute, Addis Ababa, Ethiopia.
Temesgen AshineMalaria and Neglected Tropical Disease, Armauer Hansen Research Institute, Addis Ababa, Ethiopia.
Elifaged HailemeskelMalaria and Neglected Tropical Disease, Armauer Hansen Research Institute, Addis Ababa, Ethiopia.
Yehenew Asmamaw EbstieMalaria and Neglected Tropical Disease, Armauer Hansen Research Institute, Addis Ababa, Ethiopia.
Eshetu MollaMalaria and Neglected Tropical Disease, Armauer Hansen Research Institute, Addis Ababa, Ethiopia.
Endashaw EsayasMalaria and Neglected Tropical Disease, Armauer Hansen Research Institute, Addis Ababa, Ethiopia.
Nigatu NegashMalaria and Neglected Tropical Disease, Armauer Hansen Research Institute, Addis Ababa, Ethiopia.
Abena KochoraMalaria and Neglected Tropical Disease, Armauer Hansen Research Institute, Addis Ababa, Ethiopia.
Muluken AssefaMalaria and Neglected Tropical Disease, Armauer Hansen Research Institute, Addis Ababa, Ethiopia.
Natnael TeferiPublic Health Emergency Management, Research, and Blood Bank Service Directorate, Oromia Region Health Bureau, Addis Ababa, Ethiopia.
Daniel TeshomePublic Health Emergency Management, Research, and Blood Bank Service Directorate, Dire Dawa City Administration Health Bureau, Dire Dawa, Ethiopia.
Alison M ReynoldsDepartment of Vector Biology, Liverpool School of Tropical Medicine, Pembroke Place, Liverpool, UK.
David WeetmanDepartment of Vector Biology, Liverpool School of Tropical Medicine, Pembroke Place, Liverpool, UK.
Anne L WilsonDepartment of Vector Biology, Liverpool School of Tropical Medicine, Pembroke Place, Liverpool, UK.
Birhanu KenatePublic Health Emergency Management, Research, and Blood Bank Service Directorate, Oromia Region Health Bureau, Addis Ababa, Ethiopia.
Martin J DonnellyDepartment of Vector Biology, Liverpool School of Tropical Medicine, Pembroke Place, Liverpool, UK.
Luigi Sedda *Lancaster Ecology and Epidemiology Group, Lancaster Medical School, Lancaster University, Lancaster, UK.
Endalamaw Gadisa *Malaria and Neglected Tropical Disease, Armauer Hansen Research Institute, Addis Ababa, Ethiopia. endalamaw.gadisa@ahri.gov.et.ORCID http://orcid.org/0000-0002-5179-6278

Funding

NIHR BioResource 220870/Z/20/Z
6 · The paper itself

Abstract

backgroundDespite consecutive decades of success in reducing malaria transmission, Ethiopia went off track towards its goal of malaria elimination by 2030, as outlined in the NMCP malaria strategy. Recent malaria outbreaks in Ethiopia are attributed to the emergence and spread of diagnostic and drug-resistant Plasmodium falciparum, increased insecticide resistance in major vectors and the spread of invasive Anopheles stephensi. The effects of the COVID-19 pandemic, environmental anomalies and internal conflicts have also potentially played a role in increasing malaria transmission. This study aimed to evaluate the contribution of environmental factors and An. stephensi to the spatiotemporal trends of recent malaria cases in Ethiopia.

methodsClinical malaria case data reported weekly between January 2013 and January 2023 were obtained from the Ethiopian Public Health Institute (EPHI), Addis Ababa. A negative binomial regression model was used to explain the variability and potential overdispersion in the weekly number of malaria cases reported across Ethiopian administrative zones. This model incorporated fixed effects for selected environmental factors and random effects to capture temporal trends, zone specific seasonal patterns, spatial trends at the zone level, and the presence of An. stephensi and its impact.

resultsOur negative binomial regression model highlighted 56% variability in the data and slightly more than half (55%) was due to environmental factors, while the remainder was captured by random effects. A significant nationwide decline in malaria risk was observed between 2013 and 2018, followed by a sharp increase in early 2022. Malaria risk was higher in western and northwestern zones of Ethiopia compared to other zones. Zone-specific seasonal patterns, not explained by environmental factors, were grouped into four clusters of seasonal behaviours. The presence of An. stephensi was not shown to have any significant impact on malaria risk.

conclusionsUnderstanding the spatial and temporal drivers of malaria transmission and therefore identifying more appropriate malaria control strategies are key to the success of any malaria elimination and eradication programmes in Ethiopia. Our study found that approximately 50% of malaria risk variability could be explained by environmental, temporal, and spatial factors included in the analysis, while the remaining variation was unexplained and may stem from other factors not considered in this study. This highlights the need for a better understanding of underlying factors driving local malaria transmission and outbreaks, to better tailor regional programmatic responses.

Indexed as

AnophelesMalariaSpatio-Temporal AnalysisAnimalsEthiopiaHumansMalaria, FalciparumMosquito VectorsPlasmodium falciparumSeasonsAnopheles stephensiEnvironmental factorsEthiopiaMalaria riskSpatiotemporal

Identifiers

PMID39648221
PMCPMC11626767

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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.