Spatial and temporal analysis of cholera cases in high-risk areas of Kenya
Mageto, L. M.; Nyamai, M.; Aboge, G. O.; Gathura, P.; Okunga, E.; Muange, A.; Mbae, C.; Thumbi, S. M.; Kariuki, S.
Show abstract
Cholera outbreaks remain an important public health challenge in Kenya, especially in areas with poor sanitation and hygiene including urban informal settlements, refugee camps and rural areas bordering large water bodies. Even in endemic settings, the distribution of cases exhibits spatial and temporal variations. Utilizing a Poisson discrete space-time scan statistic (SaTScan), this study investigated the temporal trends and the nature of spatial spread of cholera within selected high-risk areas in Kenya. The study was conducted in an urban informal settlement in Nairobi (Mukuru), a refugee camp in Northern Kenya (Dadaab) and the four counties bordering Lake Victoria region. Retrospective cholera line list data from January 2012 to December 2022 in the selected high-risk areas was used. SaTScan v10.1.2 was used to carry out Spatiotemporal analysis and generate spatial clusters. Throughout the study period, a total of 7,372 cholera cases were reported, corresponding to a lower annual incidence rate of 12.2 per 100,000 people compared to a mean annual incidence of 25 cases per 100,000 population previously reported in Kenya. The highest number of cases (n=5934) were reported between 2015 and 2018 with an annual incidence rate of 27.0 per 100,000 people, indicating a relative risk (RR) of 7.22 and a log-likelihood ratio (LLR) of 3015.17 (p< 0.001). The risky clusters (RR>1) were in Dadaab, Fafi, Suna West, Nyatike, Ugunja, Ndhiwa and Suna East sub counties with annual cases of 111.6, 164.1, 28.4, 19.9, 19.4, 14.0 and 13.9 per 100,000, respectively. The sub-counties of Nyakach, Nyando, Rachuonyo East, Kisumu East and Kisumu Central were reported as low-risk clusters, with a relative risk of 0.055 and an annual incidence rate of 1.1 cases per 100,000 individuals. Out of the thirty-two sub-counties included in the study, ten of them did not report any cases of cholera during the study period. Cholera cases waxed every three years in the selected high-risk areas. This data on hotspots specific to endemic settings forms a basis for prompt public health response and resource allocation by prioritizing the significantly high-risk clusters to control and eventually eliminate the disease.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- The role of Rwanda Field Epidemiology and Laboratory Training Program graduates and residents in response to the first Marburg Virus Disease outbreak in Rwanda 95%
- Caregivers’ perception of risk for malaria, helminth infection and malaria-helminth co-infection among children living in urban and rural settings of Senegal: a qualitative study 95%
- Epidemiological and phylogenetic analyses of public SARS-CoV-2 data from Malawi 94%
Similar papers in this journal
- Environmental determinants of E. coli , link with the diarrheal diseases, and indication of vulnerability criteria in tropical area (Kapore, Burkina Faso) 95%
- Prevalence, intensity and risk factors of soil-transmitted helminthiasis after five effective rounds of preventive chemotherapy across three implementation units in Ondo State, Nigeria 94%
- Assessing the knowledge, attitudes, practices, and perspectives of stakeholders of the deworming program in rural Rwanda 94%
Similar papers in this journal
- Time series models for prediction of Leptospirosis in different climate zones in Sri LankaTime series models for prediction of Leptospirosis in different climate zones in Sri Lanka 95%
- Perceptions and compliance with COVID-19 preventive measures in Southern and Central regions of Mozambique: a quantitative in-person household survey in the districts of Manhiça and Quelimane 95%
- Prevalence, intensity and control strategies of soil-transmitted helminth infections among pre-school age children after 10 years of preventive chemotherapy in Gamo Gofa zone, Southern Ethiopia: A call for action 94%
Similar papers in this journal
- The toll of COVID-19 on African children: A descriptive analysis on the COVID-19-related morbidity and mortality among the pediatric population in Sub-Saharan Africa 94%
- Seroprevalence of antibodies against Diphtheria, Tetanus and Pertussis over a 12-year period in children in Kilifi, Kenya (2009-2021) 92%
- The burden of active infection and anti-SARS-CoV-2 IgG antibodies in the general population: Results from a statewide survey in Karnataka, India 92%
Similar papers in this journal
- Spatiotemporal tools for emerging and endemic disease hotspots in small areas--an analysis of dengue and chikungunya in Barbados, 2013 - 2016 93%
- Persistent hotspots of Schistosoma mansoni transmission in the Kenyan waters of Lake Victoria: a search for snail-related answers beneath the waves 93%
- Assessment of risk factors associated with and practices of cattle farmers in Kirehe District Rwanda with respect to vector-borne and zoonotic pathogens 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.