Percolation of influenza AH1N1 epidemic in the world: Usefulness of the spatial-connectivity models
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2010-03-31Metadata
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Canals Cifuentes, Andrea
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Percolation of influenza AH1N1 epidemic in the world: Usefulness of the spatial-connectivity models
Abstract
The 2009 AH1N1 epidemics expanded rapidly around the world
by the current connectivity conditions. The spread of epidemics can be described by
the phenomenon of percolation, that allows the estimation of the threshold conditions
that produce connectivity between different regions and that has been used to
describe physical and ecological phenomena. Aim: To analyze the spread of AH1N1
epidemic based on information from the WHO. Material and Methods: The world
was considered as composed of a set of countries and regular cells. The moment
when the percolation occurred was analyzed and logistic regressions were adjusted to
the change in the proportion of infected units versus time, comparing predicted and
observed rates. Results: Percolation occurred in America on day 15, in Eurasia on
day 32 and in the world on day 74. The models showed adequate predictive capacity.
The predictions for the percolation of the epidemic in the world varied between days
66 and 75. The prediction based on countries was better than that based on cells.
Conclusions: These results show that percolation theory fits well to the spread of
epidemics. Predictions based only on data on-off (infected non infected) and in the
progression of the proportion of infected cells are a good way of predicting the spread
of an epidemic and when this crosses a region geographically.
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REVISTA MEDICA DE CHILE, Volume: 138, Issue: 5, Pages: 573-580, 2010
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