Evidence map›Paper›PMID 40155999›Full record

ArticleTropical medicine and health2025

Geospatial analysis of cholera outbreak in Lusaka, Zambia, between 2023 and 2024.

William Ngosa, Tadatsugu Imamura, Nyuma Mbewe, Joseph Seriki, Oscar Nzila, Fred Mfune, Godfrey Zulu, Chomba Mulando, Tizha Chiluba, Luo Miyanda and 11 more

Abstract read
In one paragraph

Article in Tropical medicine and health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Faecal Coliforms andMicroorganisms · 2026
    Article
  3. Article
  4. 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

21 authors.

William NgosaZambia National Public Health Institute, 10101, Lusaka, Zambia.
Tadatsugu ImamuraJapan International Cooperation Agency, Tokyo, 102-8012, Japan. imamurat.jica@gmail.com.
Nyuma MbeweZambia National Public Health Institute, 10101, Lusaka, Zambia.
Joseph SerikiInternational Federation of Red Cross and Red Crescent Societies, 10101, Lusaka, Zambia.
Oscar NzilaLusaka Provincial Health Office, 10101, Lusaka, Zambia.
Fred MfuneLusaka Provincial Health Office, 10101, Lusaka, Zambia.
Godfrey ZuluLusaka Provincial Health Office, 10101, Lusaka, Zambia.
Chomba MulandoLusaka Provincial Health Office, 10101, Lusaka, Zambia.
Tizha ChilubaLusaka Provincial Health Office, 10101, Lusaka, Zambia.
Luo MiyandaLusaka Provincial Health Office, 10101, Lusaka, Zambia.
Agness PhiriLusaka Provincial Health Office, 10101, Lusaka, Zambia.
Lucy SichoneLusaka Provincial Health Office, 10101, Lusaka, Zambia.
Galion MwapeLusaka Provincial Health Office, 10101, Lusaka, Zambia.
Kapambwe MulengaLusaka Provincial Health Office, 10101, Lusaka, Zambia.
Charles ChilesheZambia National Public Health Institute, 10101, Lusaka, Zambia.
Nawa MabukuLevy Mwanawasa Medical University, 10101, Lusaka, Zambia.
Dabwiso BandaZambia National Public Health Institute, 10101, Lusaka, Zambia.
Fangyu YanCenter for Surveillance, Immunization, and Epidemiologic Research, National Institute of Infectious Diseases, Tokyo, 162-8640, Japan.
Taro KamigakiCenter for Surveillance, Immunization, and Epidemiologic Research, National Institute of Infectious Diseases, Tokyo, 162-8640, Japan.
Roma ChilengiZambia National Public Health Institute, 10101, Lusaka, Zambia.
Nyambe SinyangeZambia National Public Health Institute, 10101, Lusaka, Zambia.

Funding

Japan International Cooperation Agency,Japan Project for Strengthening Laboratory-based Surveillance for Infectious Diseases
6 · The paper itself

Abstract

backgroundCholera outbreaks have plagued Zambia for decades, with Lusaka district, the capital, being particularly vulnerable. Although the lack of sanitary toilet facilities and inadequate drainage systems were shown to be associated with the high cholera incidence in the early 2000s, it is unknown whether these environmental risk factors persisted in the outbreak that occurred in 2023-2024, which turned out to be the largest outbreak in the country's history. We investigated the geospatial patterns of cholera cases and associated environmental factors during the October 2023 to March 2024 cholera outbreak.

methodsWe conducted a geospatial analysis of the suspected cholera cases in Lusaka district, comprising seven constituencies and 94 townships. Patient information and geocoordinates were collected from suspected cases using electronic surveillance tools. The space-time scan statistics was performed to detect spatial and temporal clusters of cases. Spearman's rank correlation coefficient, were employed to examine the relationship between cholera incidence and various environmental factors, including access to Water, Sanitation, and Hygiene (WASH) facilities and equipment.

resultsOver the study period, 4,591 suspected cholera cases with geocoordinate data were identified, with incidence rates varying across the constituencies. Median cholera incidence (IQR) was 0.55 (0.27-1.44) in Lusaka, with higher incidence rates observed in unplanned residential areas. After the first case identification in Kanyama, cases and clusters were observed in different parts of Lusaka. Among 94 townships in Lusaka, cholera-suspected cases were identified in 86 of them. Among environmental factors analyzed for associations with the high cholera incidence, the proportion of individuals without soap and detergent at home (ρ = 0.457, p < 0.001) and those without water for hand washing at home (ρ = 0.421, p < 0.001) were significantly associated with increased cholera incidence.

conclusionThe findings underscore the significance of environmental factors in cholera transmission, particularly in unplanned residential areas with inadequate access to WASH facilities which persist in the area. Improving WASH infrastructure and implementing tailored public health strategies, particularly for high-risk areas (e.g., unplanned residential areas), are crucial for mitigating cholera outbreaks in Lusaka District.

Indexed as

Geographic information systemGeospatialOral rehydration pointsOutbreak responseVibrio cholerae

Identifiers

PMID40155999
PMCPMC11954341

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LicenceCC BY
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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.