Risk of influenza infection with low vaccine effectiveness: the role of avoidance behaviour
Autor(a) principal: | |
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Data de Publicação: | 2019 |
Outros Autores: | , |
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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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 |
|
_version_ |
1808129321403940864 |