Individual-Based Modeling of Potential Poliovirus Transmission in Connected Religious Communities in North America With Low Uptake of Vaccination
Authored by Kasper H Kisjes, Radboud J Duintjer Tebbens, Gregory S Wallace, Mark A Pallansch, Stephen L Cochi, Steven G F Wassilak, Kimberly M Thompson
Date Published: 2014
DOI: 10.1093/infdis/jit843
Sponsors:
Centers for Disease Control and Prevention (CDC)
Prevention under Cooperative Agreement
Platforms:
NetLogo
Model Documentation:
Other Narrative
Mathematical description
Model Code URLs:
Model code not found
Abstract
Background. Pockets of undervaccinated individuals continue to raise
concerns about their potential to sustain epidemic transmission of
vaccine-preventable diseases. Prior importations of live polioviruses
(LPVs) into Amish communities in North America led to their recognition
as a potential and identifiable linked network of undervaccinated
individuals.
Methods.aEuro integral We developed an individual-based model to explore
the potential transmission of a LPV throughout the North American Amish
population.
Results.aEuro integral Our model demonstrates the expected limited
impact associated with the historical importations, which occurred in
isolated communities during the low season for poliovirus transmission.
We show that some conditions could potentially lead to wider circulation
of LPVs and cases of paralytic polio in Amish communities if an
importation occurred during or after 2013. The impact will depend on the
uncertain historical immunity to poliovirus infection among members of
the community.
Conclusions.aEuro integral Heterogeneity in immunization coverage
represents a risk factor for potential outbreaks of polio if
introduction of a LPV occurs, although overall high population immunity
in North America suggests that transmission would remain relatively
limited. Efforts to prevent spread between Amish church districts with
any feasible measures may offer the best opportunity to contain an
outbreak and limit its size.
Tags
networks
Epidemic
disease
Outbreaks
Pandemic influenza
United-states
Eradication
Immunity
Policy options
Stockpile