ArticlePloS one2012
Defining disease heterogeneity to guide the empirical treatment of febrile illness in resource poor settings.
Article in PloS one, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- Bacterial versus non-bacterial infections: a methodology to support use-case-driven product development of diagnostics.BMJ global health · 2020Review
- Febrile illness mapping-much of the world without data and without evidence-based treatments.BMC medicine · 2020Article
- Algorithm in the Diagnosis of Febrile Illness Using Pathogen-specific Rapid Diagnostic Tests.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2020Article
- Outbreak of acute undifferentiated febrile illness in Kathmandu, Nepal: clinical and epidemiological investigation.BMC infectious diseases · 2020Article
- Accounting for aetiology: can regional surveillance data alongside host biomarker-guided antibiotic therapy improve treatment of febrile illness in remote settings?Wellcome open research · 2019Article
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- Article
- Causes of Fever in Rural Southern Laos.The American journal of tropical medicine and hygiene · 2015Article
- Cultural drivers and health-seeking behaviours that impact on the transmission of pig-associated zoonoses in Lao People's Democratic Republic.Infectious diseases of poverty · 2015Article
- Causes of non-malarial fever in Laos: a prospective study.The Lancet. Global health · 2013Article
Corrections and comments
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Authors and funding
8 authors.
Funding
Abstract
backgroundMalaria incidence is in decline in many parts of SE Asia leading to a decreasing proportion of febrile illness that is attributable to malaria. However in the absence of rapid, affordable and accurate diagnostic tests, the non-malaria causes of these illnesses cannot be reliably identified. Studies on the aetiology of febrile illness have indicated that the causes are likely to vary by geographical location within countries (i.e. be spatially heterogeneous) and that national empirical treatment policies based on the aetiology measured in a single location could lead to inappropriate treatment.
methodsUsing data from Vientiane as a reference for the incidence of major febrile illnesses in the Lao People's Democratic Republic (Laos) and estimated incidences, plausible incidence in other Lao provinces were generated using a mathematical model for a range of national and local scale variations. For a range of treatment protocols, the mean number of appropriate treatments was predicted and the potential impact of a spatially explicit national empirical treatment protocol assessed.
findingsThe model predicted a negative correlation between number of appropriate treatments and the level of spatial heterogeneity. A spatially explicit national treatment protocol was predicted to increase the number of appropriate treatments by 50% for intermediate levels of spatial heterogeneity.
conclusionsThe results suggest that given even only moderate spatial variation, a spatially explicit treatment algorithm will result in a significant improvement in the outcome of undifferentiated fevers in Laos and other similar resource poor settings.
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