Evidence map›Paper›PMID 36930650›Full record

ArticlePLoS neglected tropical diseases2023

Mapping of cholera hotspots in Kenya using epidemiologic and water, sanitation, and hygiene (WASH) indicators as part of Kenya's new 2022-2030 cholera elimination plan.

Catherine Kiama, Emmanuel Okunga, Annastacia Muange, Doris Marwanga, Daniel Langat, Francis Kuria, Patrick Amoth, Ian Were, John Gachohi, Nolluscus Ganda and 4 more

Open access · goldAbstract read
In one paragraph

Article in PLoS neglected tropical diseases, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
6.6field-weighted citation impact, top 3% 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

13 citing papers in PubMed, 22 citations in OpenAlex.

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  11. Unmasking the Neglected Cholera Outbreaks in Sub-Saharan Africa.International journal of public health · 2024
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  13. Review
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

14 authors at 3 institutions in 2 countries.

Catherine KiamaWashington State University, Global Health Kenya, Nairobi, Kenya.ORCID 0000-0002-6003-4080
Emmanuel OkungaKenya Ministry of Health, Nairobi, Kenya.
Annastacia MuangeKenya Ministry of Health, Nairobi, Kenya.
Doris MarwangaWashington State University, Global Health Kenya, Nairobi, Kenya.
Daniel LangatKenya Ministry of Health, Nairobi, Kenya.
Francis KuriaKenya Ministry of Health, Nairobi, Kenya.
Patrick AmothKenya Ministry of Health, Nairobi, Kenya.
Ian WereKenya Ministry of Health, Nairobi, Kenya.
John GachohiWashington State University, Global Health Kenya, Nairobi, Kenya.
Nolluscus GandaWorld Health Organization, Nairobi, Kenya.
Marion Martinez ValienteGlobal Task Force on Cholera Control, Geneva, Switzerland.
M Kariuki NjengaWashington State University, Global Health Kenya, Nairobi, Kenya.
Eric OsoroWashington State University, Global Health Kenya, Nairobi, Kenya.
Joan BrunkardCenters for Disease Control and Prevention, Atlanta, Georgia, United States of America.
Ministry of Health · KEWashington State Department of Health · USCenters for Disease Control and Prevention · US

Funding

CGH CDC HHS U01 GH000031World Health Organization 001
6 · The paper itself

Abstract

Cholera is an issue of major public health importance. It was first reported in Kenya in 1971, with the country experiencing outbreaks through the years, most recently in 2021. Factors associated with the outbreaks in Kenya include open defecation, population growth with inadequate expansion of safe drinking water and sanitation infrastructure, population movement from neighboring countries, crowded settings such as refugee camps coupled with massive displacement of persons, mass gathering events, and changes in rainfall patterns. The Ministry of Health, together with other ministries and partners, revised the national cholera control plan to a multisectoral cholera elimination plan that is aligned with the Global Roadmap for Ending Cholera. One of the key features in the revised plan is the identification of hotspots. The hotspot identification exercise followed guidance and tools provided by the Global Task Force on Cholera Control (GTFCC). Two epidemiological indicators were used to identify the sub-counties with the highest cholera burden: incidence per population and persistence. Additionally, two indicators were used to identify sub-counties with poor WASH coverage due to low proportions of households accessing improved water sources and improved sanitation facilities. The country reported over 25,000 cholera cases between 2015 and 2019. Of 290 sub-counties, 25 (8.6%) sub-counties were identified as a high epidemiological priority; 78 (26.9%) sub-counties were identified as high WASH priority; and 30 (10.3%) sub-counties were considered high priority based on a combination of epidemiological and WASH indicators. About 10% of the Kenyan population (4.89 million) is living in these 30-combination high-priority sub-counties. The novel method used to identify cholera hotspots in Kenya provides useful information to better target interventions in smaller geographical areas given resource constraints. Kenya plans to deploy oral cholera vaccines in addition to WASH interventions to the populations living in cholera hotspots as it targets cholera elimination by 2030.

Indexed as

CholeraDrinking WaterHumansHygieneKenyaSanitationDrinking Water

Identifiers

PMID36930650
PMCPMC10058159
OpenAlexW4327683933

What OpenQuestion holds

Textmetadata
LicenceCC0
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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.