Scientific Reports · 2012 · 69 citations · 44 references
Veterinary MedicineInfectious Disease ControlInfectious DiseasesEpidemiologyMetapopulation DynamicsSpatial ModelingDisease SpreadInfectious Disease DynamicsPopulation Dynamics ModelingSpatial Distribution Of DiseaseSpread DynamicsTransmission DynamicsEpidemic PredictionEpidemic SpreadingMetapopulation Disease DynamicsMetapopulation ProcessesModeling Of Outbreak SpreadSpatial Spread ModelsSpread ThresholdsThreshold Conditions
Infectious diseases outbreaks are often characterized by a spatial component induced by hosts' distribution, mobility, and interactions. Spatial models that incorporate hosts' movements are being used to describe these processes, to investigate the conditions for propagation, and to predict the spatial spread. Several assumptions are being considered to model hosts' movements, ranging from permanent movements to daily commuting, where the time spent at destination is either infinite or assumes a homogeneous fixed value, respectively. Prompted by empirical evidence, here we introduce a general metapopulation approach to model the disease dynamics in a spatially structured population where the mobility process is characterized by a heterogeneous length of stay. We show that large fluctuations of the length of stay, as observed in reality, can have a significant impact on the threshold conditions for the global epidemic invasion, thus altering model predictions based on simple assumptions, and displaying important public health implications.
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Superspreading and the effect of individual variation on disease emergence
James O. Lloyd‐Smith, Sebastian J. Schreiber, Peter Ekkehard Kopp et al. · Nature · 2005 · 2.7K citations · Full text
The Theory of Branching Processes
Peter Ney, T. E. Harris · Technometrics · 1965 · 2.5K citations
Engineering, Mathematics, Physics +12