Scientific Reports · 2014 · 17 citations · 33 references
Veterinary MedicineInfectious Disease ControlInfectious DiseasesEpidemiologyInfectious Disease EpidemiologyPediatric Infectious DiseasesDisease SpreadInfectious Disease DynamicsInfectious Disease PreventionOutbreak ControlTransmission DynamicsTransmission Network AnalysisContact IsolationDisease TransmissionDisease Transmission RoutesPreventive Control MeasuresSchool Disease SurveillanceSchool SettingsSchool-based Transmission
Many outbreaks of A(H1N1)pdm09 influenza have occurred in schools with a high population density. Containment of school outbreaks is predicted to help mitigate pandemic influenza. Understanding disease transmission characteristics within the school setting is critical to implementing effective control measures. Based on a school outbreak survey, we found almost all (93.7%) disease transmission occurred within a single grade, only 6.3% crossed grades. Transmissions originating from freshmen exhibited a star-shaped network; other grades exhibited branch- or line-shaped networks, indicating freshmen have higher activity and are more likely to cause infection. R0 for freshmen, calculated as 2.04, estimated as 2.76, was greater than for other grades (P < 0.01). Without intervention, the estimated number of cases was much greater when the outbreak was initiated by freshmen than by other grades. Furthermore, the estimated number of cases required to be under quarantine and isolation for freshmen was less than that of equivalent other grades. So we concluded that different grades have different transmission mode. Freshmen were the main facilitators of the spread of A(H1N1)pdm09 influenza during this school outbreak, so control measures (e.g. close contact isolation) priority used for freshmen would likely have effectively reduced spread of influenza in school settings.
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Optimization by Simulated Annealing
Scott Kirkpatrick, C. D. Gelatt, M.P. Vecchi · Science · 1983 · 44.6K citations
Strategies for mitigating an influenza pandemic
Neil M. Ferguson, Derek A. T. Cummings, Christophe Fraser et al. · Nature · 2006 · 2.3K citations · Full text
Public Health, Emergency Preparedness, Infectious Disease Control +12
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