Risk of influenza infection with low vaccine effectiveness: the role of avoidance behaviour

Detalhes bibliográficos
Autor(a) principal: Vilches, Thomas N. [UNESP]
Data de Publicação: 2019
Outros Autores: Jaberi-Douraki, Majid, Moghadas, Seyed M.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1017/S0950268818003540
http://hdl.handle.net/11449/185914
Resumo: Low vaccine-effectiveness has been recognised as a key factor undermining efforts to improve strategies and uptake of seasonal influenza vaccination. Aiming to prevent disease transmission, vaccination may influence the perceived risk-of-infection and, therefore, alter the individual- level behavioural responses, such as the avoidance of contact with infectious cases. We asked how the avoidance behaviour of vaccinated individuals changes disease dynamics, and specifically the epidemic size, in the context of imperfect vaccination. For this purpose, we developed an agent-based simulation model, and parameterised it with published estimates and relevant databases for population demographics and agent characteristics. Encapsulating an age-stratified structure, we evaluated the per-contact risk-of-infection and estimated the epidemic size. Our results show that vaccination could lead to a larger epidemic size if the level of avoidance behaviour in vaccinated individuals reduces below that of susceptible individuals. Furthermore, the risk-of-infection in vaccinated individuals, which follows the pattern of age-dependent frailty index of the population, increases for older age groups, and may reach, or even exceed, the risk-of-infection in susceptible individuals. Our findings indicate that low engagement in avoidance behaviour can potentially offset the benefits of vaccination even for vaccines with high effectiveness. While highlighting the protective effects of vaccination, seasonal influenza immunisation programmes should enhance strategies to promote avoidance behaviour despite being vaccinated.
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spelling Risk of influenza infection with low vaccine effectiveness: the role of avoidance behaviourAgent-based simulation modelavoidance behaviourinfluenzarisk-of-infectionvaccine effectivenessLow vaccine-effectiveness has been recognised as a key factor undermining efforts to improve strategies and uptake of seasonal influenza vaccination. Aiming to prevent disease transmission, vaccination may influence the perceived risk-of-infection and, therefore, alter the individual- level behavioural responses, such as the avoidance of contact with infectious cases. We asked how the avoidance behaviour of vaccinated individuals changes disease dynamics, and specifically the epidemic size, in the context of imperfect vaccination. For this purpose, we developed an agent-based simulation model, and parameterised it with published estimates and relevant databases for population demographics and agent characteristics. Encapsulating an age-stratified structure, we evaluated the per-contact risk-of-infection and estimated the epidemic size. Our results show that vaccination could lead to a larger epidemic size if the level of avoidance behaviour in vaccinated individuals reduces below that of susceptible individuals. Furthermore, the risk-of-infection in vaccinated individuals, which follows the pattern of age-dependent frailty index of the population, increases for older age groups, and may reach, or even exceed, the risk-of-infection in susceptible individuals. Our findings indicate that low engagement in avoidance behaviour can potentially offset the benefits of vaccination even for vaccines with high effectiveness. While highlighting the protective effects of vaccination, seasonal influenza immunisation programmes should enhance strategies to promote avoidance behaviour despite being vaccinated.Natural Sciences and Engineering Research Council of Canada (NSERC)Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Kansas Biosciences AuthorityKCALSI Nexus of Animal and Human Health Research GrantCanadian Foundation for Innovation (CFI)Sao Paulo State Univ, Inst Biosci, Dept Biostat, BR-18618689 Botucatu, SP, BrazilKansas State Univ, Dept Math, Inst Computat Comparat Med, Manhattan, KS 66506 USAKansas State Univ, Dept Anat & Physiol, Inst Computat Comparat Med, Manhattan, KS 66506 USAYork Univ, Agent Based Modelling Lab, Toronto, ON M3J 1P3, CanadaSao Paulo State Univ, Inst Biosci, Dept Biostat, BR-18618689 Botucatu, SP, BrazilCAPES: 88881.132327/2016-01Cambridge Univ PressUniversidade Estadual Paulista (Unesp)Kansas State UnivYork UnivVilches, Thomas N. [UNESP]Jaberi-Douraki, MajidMoghadas, Seyed M.2019-10-04T12:39:39Z2019-10-04T12:39:39Z2019-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article8http://dx.doi.org/10.1017/S0950268818003540Epidemiology And Infection. New York: Cambridge Univ Press, v. 147, 8 p., 2019.0950-2688http://hdl.handle.net/11449/18591410.1017/S0950268818003540WOS:000475912200006Web of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengEpidemiology And Infectioninfo:eu-repo/semantics/openAccess2021-10-23T20:17:37Zoai:repositorio.unesp.br:11449/185914Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T21:27:15.269945Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Risk of influenza infection with low vaccine effectiveness: the role of avoidance behaviour
title Risk of influenza infection with low vaccine effectiveness: the role of avoidance behaviour
spellingShingle Risk of influenza infection with low vaccine effectiveness: the role of avoidance behaviour
Vilches, Thomas N. [UNESP]
Agent-based simulation model
avoidance behaviour
influenza
risk-of-infection
vaccine effectiveness
title_short Risk of influenza infection with low vaccine effectiveness: the role of avoidance behaviour
title_full Risk of influenza infection with low vaccine effectiveness: the role of avoidance behaviour
title_fullStr Risk of influenza infection with low vaccine effectiveness: the role of avoidance behaviour
title_full_unstemmed Risk of influenza infection with low vaccine effectiveness: the role of avoidance behaviour
title_sort Risk of influenza infection with low vaccine effectiveness: the role of avoidance behaviour
author Vilches, Thomas N. [UNESP]
author_facet Vilches, Thomas N. [UNESP]
Jaberi-Douraki, Majid
Moghadas, Seyed M.
author_role author
author2 Jaberi-Douraki, Majid
Moghadas, Seyed M.
author2_role author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
Kansas State Univ
York Univ
dc.contributor.author.fl_str_mv Vilches, Thomas N. [UNESP]
Jaberi-Douraki, Majid
Moghadas, Seyed M.
dc.subject.por.fl_str_mv Agent-based simulation model
avoidance behaviour
influenza
risk-of-infection
vaccine effectiveness
topic Agent-based simulation model
avoidance behaviour
influenza
risk-of-infection
vaccine effectiveness
description Low vaccine-effectiveness has been recognised as a key factor undermining efforts to improve strategies and uptake of seasonal influenza vaccination. Aiming to prevent disease transmission, vaccination may influence the perceived risk-of-infection and, therefore, alter the individual- level behavioural responses, such as the avoidance of contact with infectious cases. We asked how the avoidance behaviour of vaccinated individuals changes disease dynamics, and specifically the epidemic size, in the context of imperfect vaccination. For this purpose, we developed an agent-based simulation model, and parameterised it with published estimates and relevant databases for population demographics and agent characteristics. Encapsulating an age-stratified structure, we evaluated the per-contact risk-of-infection and estimated the epidemic size. Our results show that vaccination could lead to a larger epidemic size if the level of avoidance behaviour in vaccinated individuals reduces below that of susceptible individuals. Furthermore, the risk-of-infection in vaccinated individuals, which follows the pattern of age-dependent frailty index of the population, increases for older age groups, and may reach, or even exceed, the risk-of-infection in susceptible individuals. Our findings indicate that low engagement in avoidance behaviour can potentially offset the benefits of vaccination even for vaccines with high effectiveness. While highlighting the protective effects of vaccination, seasonal influenza immunisation programmes should enhance strategies to promote avoidance behaviour despite being vaccinated.
publishDate 2019
dc.date.none.fl_str_mv 2019-10-04T12:39:39Z
2019-10-04T12:39:39Z
2019-01-01
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1017/S0950268818003540
Epidemiology And Infection. New York: Cambridge Univ Press, v. 147, 8 p., 2019.
0950-2688
http://hdl.handle.net/11449/185914
10.1017/S0950268818003540
WOS:000475912200006
url http://dx.doi.org/10.1017/S0950268818003540
http://hdl.handle.net/11449/185914
identifier_str_mv Epidemiology And Infection. New York: Cambridge Univ Press, v. 147, 8 p., 2019.
0950-2688
10.1017/S0950268818003540
WOS:000475912200006
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Epidemiology And Infection
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 8
dc.publisher.none.fl_str_mv Cambridge Univ Press
publisher.none.fl_str_mv Cambridge Univ Press
dc.source.none.fl_str_mv Web of Science
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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