Proceedings of the National Academy of Sciences · 2021 · 111 citations · 32 references
Veterinary MedicineInfectious Disease ControlInfectious DiseasesCommunicable Disease ControlEpidemiologyInfectious Disease EpidemiologyContagion ProcessesDisease SpreadInfectious Disease DynamicsTransmission DynamicsEpidemic ContagionEpidemic SpreadingEpidemic Spreading ModelsGamma Distribution ModelsHeterogeneity In Disease SpreadInfectious Disease ModelsMitigation StrategiesPathogen Infectivity
Significance Evidence indicates that superspreading plays a dominant role in COVID-19 transmission, so that a small fraction of infected people causes a large proportion of new COVID-19 cases. We developed an agent-based model that simulates a superspreading disease moving through a society with networks of both repeated contacts and nonrepeated, random contacts. The results indicate that superspreading is the virus’ Achilles’ heel: Reducing random contacts—such as those that occur at sporting events, restaurants, bars, and the like—can control the outbreak at population scales.
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Collective dynamics of ‘small-world’ networks
Duncan J. Watts, Steven H. Strogatz · Nature · 1998 · 43.2K citations
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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