Literature DB >> 22108239

A game dynamic model for vaccine skeptics and vaccine believers: measles as an example.

Eunha Shim1, John J Grefenstette, Steven M Albert, Brigid E Cakouros, Donald S Burke.   

Abstract

Widespread avoidance of Measles-Mumps-Rubella vaccination (MMR), with a consequent increase in the incidence of major measles outbreaks, demonstrates that the effectiveness of vaccination programs can be thwarted by the public misperceptions of vaccine risk. By coupling game theory and epidemic models, we examine vaccination choice among populations stratified into two behavioral groups: vaccine skeptics and vaccine believers. The two behavioral groups are assumed to be heterogeneous with respect to their perceptions of vaccine and infection risks. We demonstrate that the pursuit of self-interest among vaccine skeptics often leads to vaccination levels that are suboptimal for a population, even if complete coverage is achieved among vaccine believers. The demand for measles vaccine across populations driven by individual self-interest was found to be more sensitive to the proportion of vaccine skeptics than to the extent to which vaccine skeptics misperceive the risk of vaccine. Furthermore, as the number of vaccine skeptics increases, the probability of infection among vaccine skeptics increases initially, but it decreases once the vaccine skeptics begin receiving the vaccination, if both behavioral groups are vaccinated according to individual self-interest. Our results show that the discrepancy between the coverages of measles vaccine that are driven by self-interest and those driven by population interest becomes larger when the cost of vaccination increases. This research illustrates the importance of public education on vaccine safety and infection risk in order to maintain vaccination levels that are sufficient to maintain herd immunity.
Copyright © 2011 Elsevier Ltd. All rights reserved.

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Year:  2011        PMID: 22108239      PMCID: PMC3709470          DOI: 10.1016/j.jtbi.2011.11.005

Source DB:  PubMed          Journal:  J Theor Biol        ISSN: 0022-5193            Impact factor:   2.691


  33 in total

1.  Vaccination and the theory of games.

Authors:  Chris T Bauch; David J D Earn
Journal:  Proc Natl Acad Sci U S A       Date:  2004-08-25       Impact factor: 11.205

2.  The cost of containing one case of measles: the economic impact on the public health infrastructure--Iowa, 2004.

Authors:  Gustavo H Dayan; Ismael R Ortega-Sánchez; Charles W LeBaron; M Patricia Quinlisk
Journal:  Pediatrics       Date:  2005-07       Impact factor: 7.124

3.  A susceptible-infected epidemic model with voluntary vaccinations.

Authors:  Frederick H Chen
Journal:  J Math Biol       Date:  2006-06-07       Impact factor: 2.259

4.  Dynamics of vaccination strategies via projected dynamical systems.

Authors:  Monica-Gabriela Cojocaru; Chris T Bauch; Matthew D Johnston
Journal:  Bull Math Biol       Date:  2007-01-18       Impact factor: 1.758

5.  Evolving public perceptions and stability in vaccine uptake.

Authors:  Timothy C Reluga; Chris T Bauch; Alison P Galvani
Journal:  Math Biosci       Date:  2006-08-26       Impact factor: 2.144

6.  Long-standing influenza vaccination policy is in accord with individual self-interest but not with the utilitarian optimum.

Authors:  Alison P Galvani; Timothy C Reluga; Gretchen B Chapman
Journal:  Proc Natl Acad Sci U S A       Date:  2007-03-16       Impact factor: 11.205

7.  Implications of a 2005 measles outbreak in Indiana for sustained elimination of measles in the United States.

Authors:  Amy A Parker; Wayne Staggs; Gustavo H Dayan; Ismael R Ortega-Sánchez; Paul A Rota; Luis Lowe; Patricia Boardman; Robert Teclaw; Charlene Graves; Charles W LeBaron
Journal:  N Engl J Med       Date:  2006-08-03       Impact factor: 91.245

8.  Responding to parental refusals of immunization of children.

Authors:  Douglas S Diekema
Journal:  Pediatrics       Date:  2005-05       Impact factor: 7.124

9.  Strategic interactions in multi-institutional epidemics of antibiotic resistance.

Authors:  David L Smith; Simon A Levin; Ramanan Laxminarayan
Journal:  Proc Natl Acad Sci U S A       Date:  2005-01-26       Impact factor: 11.205

10.  Underimmunization among children: effects of vaccine safety concerns on immunization status.

Authors:  Deborah A Gust; Tara W Strine; Emmanuel Maurice; Philip Smith; Hussain Yusuf; Marilyn Wilkinson; Michael Battaglia; Robert Wright; Benjamin Schwartz
Journal:  Pediatrics       Date:  2004-07       Impact factor: 7.124

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  16 in total

1.  The influence of altruism on influenza vaccination decisions.

Authors:  Eunha Shim; Gretchen B Chapman; Jeffrey P Townsend; Alison P Galvani
Journal:  J R Soc Interface       Date:  2012-04-11       Impact factor: 4.118

2.  Caregivers who refuse preventive care for their children: the relationship between immunization and topical fluoride refusal.

Authors:  Donald L Chi
Journal:  Am J Public Health       Date:  2014-05-15       Impact factor: 9.308

3.  Provider dismissal policies and clustering of vaccine-hesitant families: an agent-based modeling approach.

Authors:  Alison M Buttenheim; Sarah T Cherng; David A Asch
Journal:  Hum Vaccin Immunother       Date:  2013-07-05       Impact factor: 3.452

4.  A game-theoretic model of rabies in domestic dogs with multiple voluntary preventive measures.

Authors:  Vince N Campo; John Lawrence Palacios; Hideo Nagahashi; Hyunju Oh; Jan Rychtář; Dewey Taylor
Journal:  J Math Biol       Date:  2022-10-20       Impact factor: 2.164

5.  Contagious diseases in the United States from 1888 to the present.

Authors:  Willem G van Panhuis; John Grefenstette; Su Yon Jung; Nian Shong Chok; Anne Cross; Heather Eng; Bruce Y Lee; Vladimir Zadorozhny; Shawn Brown; Derek Cummings; Donald S Burke
Journal:  N Engl J Med       Date:  2013-11-28       Impact factor: 91.245

6.  Distinguishing vaccine efficacy and effectiveness.

Authors:  Eunha Shim; Alison P Galvani
Journal:  Vaccine       Date:  2012-08-31       Impact factor: 3.641

7.  Conflicts of interest during contact investigations: a game-theoretic analysis.

Authors:  Nicolas Sippl-Swezey; Wayne T Enanoria; Travis C Porco
Journal:  Comput Math Methods Med       Date:  2014-04-14       Impact factor: 2.238

8.  Behavioral responses to epidemics in an online experiment: using virtual diseases to study human behavior.

Authors:  Frederick Chen; Amanda Griffith; Allin Cottrell; Yue-Ling Wong
Journal:  PLoS One       Date:  2013-01-09       Impact factor: 3.240

9.  Disease control through voluntary vaccination decisions based on the smoothed best response.

Authors:  Fei Xu; Ross Cressman
Journal:  Comput Math Methods Med       Date:  2014-02-16       Impact factor: 2.238

10.  FRED (a Framework for Reconstructing Epidemic Dynamics): an open-source software system for modeling infectious diseases and control strategies using census-based populations.

Authors:  John J Grefenstette; Shawn T Brown; Roni Rosenfeld; Jay DePasse; Nathan T B Stone; Phillip C Cooley; William D Wheaton; Alona Fyshe; David D Galloway; Anuroop Sriram; Hasan Guclu; Thomas Abraham; Donald S Burke
Journal:  BMC Public Health       Date:  2013-10-08       Impact factor: 3.295

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