Tropical Medicine & International Health · 2008 · 55 citations · 29 references
Public HealthBiostatisticsUrban HealthEpidemiologyInfectious Disease EpidemiologySpatial EpidemiologyCluster DetectionClustered Data AnalysisSpace-time EpidemiologySpatial Cluster AnalysisSpatial Distribution Of DiseaseUrban Health GeographyClusteringDisease Cluster AnalysisGeneralized Linear Mixed ModelsHeavy Rainfall EventsScan StatisticsSpatial Clustering Of DiseaseTransmission Risk FactorsUrban Clusters
OBJECTIVE: To analyse the epidemiological profile of 488 cases of leptospirosis in Rio de Janeiro, Brazil between 1997 and 2002, using a variety of methods of spatial epidemiology, to establish alert guidelines in general hospitals, which might be a tool to improve diagnosis and treatment of leptospirosis to reduce lethality rates. METHODS: Scan statistics identified six space-time clusters, which comprised a range of 2 to 28 cases per cluster. Generalized linear mixed models were used to evaluate risk factors for a cluster case which incorporated individual characteristics and spatial information on environmental and climactic factors in a single model frame. RESULTS: Cluster case events were associated with heavy rainfall (OR 3.71; 95% CI 1.83-7.51). The model did not identify socioeconomic or environmental covariates that significantly influence the risk of developing a cluster rather than non-cluster case. CONCLUSION: Clustering of leptospirosis in this urban setting appears to be due to transmission during heavy rainfall.
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R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
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Albert I. Ko, Mitermayer Galvão dos Reis, Cibele Maria Ribeiro Dourado et al. · The Lancet · 1999 · 765 citations