ArticleGlobal health action2014
Childhood cause-specific mortality in rural Western Kenya: application of the InterVA-4 model.
Article in Global health action, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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Who cites it
20 citing papers in PubMed, 27 citations in OpenAlex.
- A comparison of all-cause and HIV cause-specific mortality among children under 5 years of age before and during COVID-19 in Kenya, 2018-2022.PLOS global public health · 2025Article
- The effects of climatic and non-climatic factors on malaria mortality at different spatial scales in western Kenya, 2008-2019.BMJ global health · 2024Article
- Entire expressed peripheral blood transcriptome in pediatric severe malarial anemia.Nature communications · 2024Article
- Childhood mortality and associated factors in Migori County, Kenya: evidence from a cross-sectional survey.BMJ open · 2023Observational
- Public health determinants of child malaria mortality: a surveillance study within Siaya County, Western Kenya.Malaria journal · 2023Article
- Genetic variation in CSF2 (5q31.1) is associated with longitudinal susceptibility to pediatric malaria, severe malarial anemia, and all-cause mortality in a high-burden malaria and HIV region of Kenya.Tropical medicine and health · 2022Article
- Maternal and neonatal data collection systems in low- and middle-income countries for maternal vaccines active safety surveillance systems: A scoping review.BMC pregnancy and childbirth · 2021Article
- Differential Gene Expression in Host Ubiquitination Processes in Childhood Malarial Anemia.Frontiers in genetics · 2021Article
- Rates of hospitalization and death for all-cause and rotavirus acute gastroenteritis before rotavirus vaccine introduction in Kenya, 2010-2013.BMC infectious diseases · 2019Article
- Cause-specific mortality in the Kombewa health and demographic surveillance systems site, rural Western Kenya from 2011-2015.Global health action · 2018Article
- Article
- Predictors of post neonatal mortality in Western Kenya: a cohort study.The Pan African medical journal · 2018Article
- Using remote sensing environmental data to forecast malaria incidence at a rural district hospital in Western Kenya.Scientific reports · 2017Article
- Haplotype of non-synonymous mutations within IL-23R is associated with susceptibility to severe malaria anemia in a P. falciparum holoendemic transmission area of Kenya.BMC infectious diseases · 2017Article
- Bayesian spatio-temporal modeling of mortality in relation to malaria incidence in Western Kenya.PloS one · 2017Article
- Under-five mortality rate variation between the Health and Demographic Surveillance System (HDSS) and Demographic and Health Survey (DHS) approaches.BMC public health · 2016Article
- Article
- Remotely Sensed Environmental Conditions and Malaria Mortality in Three Malaria Endemic Regions in Western Kenya.PloS one · 2016Article
- Article
- Cause-specific mortality in Africa and Asia: evidence from INDEPTH health and demographic surveillance system sites.Global health action · 2014Article
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10 authors at 3 institutions in 2 countries.
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Abstract
backgroundAssessing the progress in achieving the United Nation's Millennium Development Goals in terms of population health requires consistent and reliable information on cause-specific mortality, which is often rare in resource-constrained countries. Health and demographic surveillance systems (HDSS) have largely used medical personnel to review and assign likely causes of death based on the information gathered from standardized verbal autopsy (VA) forms. However, this approach is expensive and time consuming, and it may lead to biased results based on the knowledge and experience of individual clinicians. We assessed the cause-specific mortality for children under 5 years old (under-5 deaths) in Siaya County, obtained from a computer-based probabilistic model (InterVA-4).
designSuccessfully completed VA interviews for under-5 deaths conducted between January 2003 and December 2010 in the Kenya Medical Research Institute/US Centers for Disease Control and Prevention HDSS were extracted from the VA database and processed using the InterVA-4 (version 4.02) model for interpretation. Cause-specific mortality fractions were then generated from the causes of death produced by the model.
resultsA total of 84.33% (6,621) childhood deaths had completed VA data during the study period. Children aged 1-4 years constituted 48.53% of all cases, and 42.50% were from infants. A single cause of death was assigned to 89.18% (5,940) of cases, 8.35% (556) of cases were assigned two causes, and 2.10% (140) were assigned 'indeterminate' as cause of death by the InterVA-4 model. Overall, malaria (28.20%) was the leading cause of death, followed by acute respiratory infection including pneumonia (25.10%), in under-5 children over the study period. But in the first 5 years of the study period, acute respiratory infection including pneumonia was the main cause of death, followed by malaria. Similar trends were also reported in infants (29 days-11 months) and children aged 1-4 years.
conclusionsUnder-5 cause-specific mortality obtained using the InterVA-4 model is consistent with existing knowledge on the burden of childhood diseases in rural western Kenya.
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