Modeling Influenza Vaccination Behavior via Inductive Reasoning Games

作者: Raffaele Vardavas , Christopher Steven Marcum

DOI: 10.1007/978-1-4614-5474-8_13

关键词:

摘要: Past experiences with seasonal influenza and immunization may affect individual decisions about whether to obtain vaccinations. Individuals continually adapt recent influenza-related experiences, using inductive thought reevaluate their options We explore this concept by constructing an individual-level model of adaptive decision-making. couple a population-level that includes vaccination dynamics. The coupled models allow us how change epidemiology and, conversely, might decisions. By including the effects decision-making within epidemic model, we show behavioral dynamics uptake could lead severe epidemics even without presence pandemic strain. further these be prevented if programs provided commitment-based incentives or mass media released epidemiological information individuals can use evaluate prudence vaccination. Finally discuss present some preliminary results when social networks offer preferential paths for transmission.

参考文章(32)
Alain Barrat, Marc Barthlemy, Alessandro Vespignani, Dynamical Processes on Complex Networks ,(2008)
Romulus Breban, Raffaele Vardavas, Sally Blower, Mean-field analysis of an inductive reasoning game: application to influenza vaccination. Physical Review E. ,vol. 76, pp. 031127- ,(2007) , 10.1103/PHYSREVE.76.031127
Tomas Philipson, Pierre-Yves Geoffard, Disease Eradication: Private versus Public Vaccination The American Economic Review. ,vol. 87, pp. 222- 230 ,(2016)
Paul E. M. Fine, Herd Immunity: History, Theory, Practice Epidemiologic Reviews. ,vol. 15, pp. 265- 302 ,(1993) , 10.1093/OXFORDJOURNALS.EPIREV.A036121
Courtney A. Gidengil, Andrew M. Parker, Brian J. Zikmund-Fisher, Trends in Risk Perceptions and Vaccination Intentions: A Longitudinal Study of the First Year of the H1N1 Pandemic American Journal of Public Health. ,vol. 102, pp. 672- 679 ,(2012) , 10.2105/AJPH.2011.300407
Daniel M. Cornforth, Timothy C. Reluga, Eunha Shim, Chris T. Bauch, Alison P. Galvani, Lauren Ancel Meyers, Erratic Flu Vaccination Emerges from Short-Sighted Behavior in Contact Networks PLoS Computational Biology. ,vol. 7, pp. e1001062- ,(2011) , 10.1371/JOURNAL.PCBI.1001062
Ana Perisic, Chris T Bauch, A simulation analysis to characterize the dynamics of vaccinating behaviour on contact networks BMC Infectious Diseases. ,vol. 9, pp. 77- 77 ,(2009) , 10.1186/1471-2334-9-77
Piero Manfredi, Pompeo Della Posta, Alberto d’Onofrio, Ernesto Salinelli, Francesca Centrone, Claudia Meo, Piero Poletti, Optimal vaccination choice, vaccination games, and rational exemption: an appraisal. Vaccine. ,vol. 28, pp. 98- 109 ,(2009) , 10.1016/J.VACCINE.2009.09.109
Noelle-Angelique M. Molinari, Ismael R. Ortega-Sanchez, Mark L. Messonnier, William W. Thompson, Pascale M. Wortley, Eric Weintraub, Carolyn B. Bridges, The annual impact of seasonal influenza in the US: Measuring disease burden and costs Vaccine. ,vol. 25, pp. 5086- 5096 ,(2007) , 10.1016/J.VACCINE.2007.03.046