Literature DB >> 22832255

Mathematical models of the interplay between individual vaccinating decisions and disease dynamics: a need for closer integration of models and data.

Samit Bhattacharyya1, Chris T Bauch.   

Abstract

In non-mandatory vaccination policies, individual choice can be a major driver of vaccine uptake. Choice thereby influences whether public health targets can be achieved. Individual vaccinating decisions can be influenced by perceptions of vaccine risks or infection risks. There is also the potential for non-vaccinators to strategically 'free-ride' on herd immunity provided by vaccinators. This strategic interaction between individuals generates a social dilemma--a conflict between self-interest and what is best for the group as a whole. Game theory and related mathematical approaches that couple mechanistic models of vaccinating decisions with mechanistic models of disease spread can capture this social dilemma and address relevant questions. The past decade has seen significant growth in the theoretical literature developing and analyzing such models. Here, we argue that using these models to address specific public health challenges will require more work that integrates information from empirical studies into the development and validation of such models, as well as more collaboration between mathematical modelers, psychologists, economists and public health experts.

Entities:  

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Year:  2012        PMID: 22832255     DOI: 10.4161/hv.19616

Source DB:  PubMed          Journal:  Hum Vaccin Immunother        ISSN: 2164-5515            Impact factor:   3.452


  6 in total

1.  Modeling Infectious Behaviors: The Need to Account for Behavioral Adaptation in COVID-19 Models.

Authors:  Raffaele Vardavas; Pedro Nascimento de Lima; Paul K Davis; Andrew M Parker; Lawrence Baker
Journal:  Policy Complex Sys       Date:  2021

2.  Voluntary Vaccination through Self-organizing Behaviors on Locally-mixed Social Networks.

Authors:  Benyun Shi; Hongjun Qiu; Wenfang Niu; Yizhi Ren; Hong Ding; Dan Chen
Journal:  Sci Rep       Date:  2017-06-01       Impact factor: 4.379

3.  Dueling biological and social contagions.

Authors:  Feng Fu; Nicholas A Christakis; James H Fowler
Journal:  Sci Rep       Date:  2017-03-02       Impact factor: 4.379

4.  Optimal Management of Public Perceptions During A Flu Outbreak: A Game-Theoretic Perspective.

Authors:  Aniruddha Deka; Buddhi Pantha; Samit Bhattacharyya
Journal:  Bull Math Biol       Date:  2020-10-16       Impact factor: 1.758

5.  Policy resistance undermines superspreader vaccination strategies for influenza.

Authors:  Chad R Wells; Eili Y Klein; Chris T Bauch
Journal:  PLoS Comput Biol       Date:  2013-03-07       Impact factor: 4.475

6.  Effects of behavioral response and vaccination policy on epidemic spreading--an approach based on evolutionary-game dynamics.

Authors:  Hai-Feng Zhang; Zhi-Xi Wu; Ming Tang; Ying-Cheng Lai
Journal:  Sci Rep       Date:  2014-07-11       Impact factor: 4.379

  6 in total

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