Epidemiology and Infection · 2011 · 111 citations · 27 references
Veterinary MedicineInfectious DiseasesMeteorologyClimatologyInfectious Disease EpidemiologyTemporal EpidemiologyDisease Trend AnalysisEl Niño-southern OscillationSeasonality In Disease OccurrenceTime-series Analysis In EpidemiologyTropical ClimatologyClimate Influence On TransmissionClimate-disease InteractionsDengue FeverEl Niño-southern Oscillation VariabilityHumidity Effects On DiseaseInteraction Effect AnalysisLong-term Climate VariabilityPoisson Systems
Our objective was to determine the association between temperature, humidity, rainfall and dengue activity in Singapore, after taking into account lag periods as well as long-term climate variability such as the El Niño Southern Oscillation Index (SOI). We used a Poisson model which allowed for autocorrelation and overdispersion in the data. We found weekly mean temperature and mean relative humidity as well as SOI to be significantly and independently associated with dengue notifications. There was an interaction effect by periods of dengue outbreaks, but periods where El Niño was present did not moderate the relationship between humidity and temperature with dengue notifications. Our results help to understand the temporal trends of dengue in Singapore, and further reinforce the findings that meteorological factors are important in the epidemiology of dengue.
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Klea Katsouyanni, Joel Schwartz, Claudia Spix et al. · Journal of Epidemiology & Community Health · 1996 · 478 citations · Full text