ArticleBMC pediatrics2017
Variation in and risk factors for paediatric inpatient all-cause mortality in a low income setting: data from an emerging clinical information network.
Article in BMC pediatrics, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 1 of them a synthesis that pooled it.
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Who cites it
16 citing papers in PubMed, 1 synthesis or guideline pooled it, 29 citations in OpenAlex.
- Etiology of hospital mortality in children living in low- and middle-income countries: a systematic review and meta-analysis.Frontiers in pediatrics · 2024Pooled it
- Article
- Public service motivation, public sector preference and employment of Kenyan medical doctor interns: a cross-sectional and prospective study.Human resources for health · 2024Article
- Cytomegalovirus Viremia Predicts Postdischarge Mortality in Kenyan HIV-Exposed Uninfected Children.The Journal of infectious diseases · 2022Article
- Childhood mortality during and after acute illness in Africa and south Asia: a prospective cohort study.The Lancet. Global health · 2022Article
- Examining the impact of implementing routine rotavirus vaccination on the number of paediatric admissions due to diarrhoea and dehydration in Kenyan hospitals: A study using interrupted time series analysis.Wellcome open research · 2022Article
- The Childhood Acute Illness and Nutrition (CHAIN) network nested case-cohort study protocol: a multi-omics approach to understanding mortality among children in sub-Saharan Africa and South Asia.Gates open research · 2022Article
- Pulse oximetry adoption and oxygen orders at paediatric admission over 7 years in Kenya: a multihospital retrospective cohort study.BMJ open · 2021Article
- Employing learning health system principles to advance research on severe neonatal and paediatric illness in Kenya.BMJ global health · 2021Review
- Making every death count: institutional mortality accuracy at Ola During Children's Hospital, Sierra Leone.The Pan African medical journal · 2020Article
- Mortality during and following hospital admission among school-aged children: a cohort study.Wellcome open research · 2020Article
- Gender difference in mortality among pulmonary tuberculosis HIV co-infected adults aged 15-49 years in Kenya.PloS one · 2020Article
- Article
- Approaching quality improvement at scale: a learning health system approach in Kenya.Archives of disease in childhood · 2018Article
- Hospital Mortality - a neglected but rich source of information supporting the transition to higher quality health systems in low and middle income countries.BMC medicine · 2018Article
- Observational
Corrections and comments
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Authors and funding
10 authors at 5 institutions in 3 countries.
Funding
Abstract
backgroundHospital mortality data can inform planning for health interventions and may help optimize resource allocation if they are reliable and appropriately interpreted. However such data are often not available in low income countries including Kenya.
methodsData from the Clinical Information Network covering 12 county hospitals' paediatric admissions aged 2-59 months for the periods September 2013 to March 2015 were used to describe mortality across differing contexts and to explore whether simple clinical characteristics used to classify severity of illness in common treatment guidelines are consistently associated with inpatient mortality. Regression models accounting for hospital identity and malaria prevalence (low or high) were used. Multiple imputation for missing data was based on a missing at random assumption with sensitivity analyses based on pattern mixture missing not at random assumptions.
resultsThe overall cluster adjusted crude mortality rate across hospitals was 6 · 2% with an almost 5 fold variation across sites (95% CI 4 · 9 to 7 · 8; range 2 · 1% - 11 · 0%). Hospital identity was significantly associated with mortality. Clinical features included in guidelines for common diseases to assess severity of illness were consistently associated with mortality in multivariable analyses (AROC =0 · 86).
conclusionAll-cause mortality is highly variable across hospitals and associated with clinical risk factors identified in disease specific guidelines. A panel of these clinical features may provide a basic common data framework as part of improved health information systems to support evaluations of quality and outcomes of care at scale and inform health system strengthening efforts.
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