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Risk Perception, Heuristics and Epidemic Spread

During an outbreak of an infectious disease, people often change their behaviour to reduce their risk of infection. In a given population, the levels of perceived risk of infection vary greatly among individuals. The difference in perception could be due to a number of different factors including va...

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Autores principales: Liò, Pietro, Lucia, Bianchi, Nguyen, Viet-Anh, Kitchovitch, Stephan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7121241/
http://dx.doi.org/10.1007/978-1-4614-5474-8_9
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author Liò, Pietro
Lucia, Bianchi
Nguyen, Viet-Anh
Kitchovitch, Stephan
author_facet Liò, Pietro
Lucia, Bianchi
Nguyen, Viet-Anh
Kitchovitch, Stephan
author_sort Liò, Pietro
collection PubMed
description During an outbreak of an infectious disease, people often change their behaviour to reduce their risk of infection. In a given population, the levels of perceived risk of infection vary greatly among individuals. The difference in perception could be due to a number of different factors including varying levels of information regarding the pathogen, quality of local healthcare, availability of preventive measures, individual and group usage of heuristics in the decision-making process. First we discuss the rigorous assessment of the risk, then we describe how our brain assesses the risk through the use of heuristics that are still rooted in animal evolution. Then we discuss the impact and the role of mass media and social networks in modulating risk perception. Next, we show how mathematical modelling is challenged by multi-scale epidemiological problems where the risk perception level is coupled with all the other microscopic and macroscopic levels. Finally, we draw future scenarios of personal risk evaluation through self-monitoring devices and personal genomics. The aim of this chapter is to discuss the importance of risk perception related to the spreading of a disease and to present a variety of ideas that could be fruitfully explored through modelling.
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spelling pubmed-71212412020-04-06 Risk Perception, Heuristics and Epidemic Spread Liò, Pietro Lucia, Bianchi Nguyen, Viet-Anh Kitchovitch, Stephan Modeling the Interplay Between Human Behavior and the Spread of Infectious Diseases Article During an outbreak of an infectious disease, people often change their behaviour to reduce their risk of infection. In a given population, the levels of perceived risk of infection vary greatly among individuals. The difference in perception could be due to a number of different factors including varying levels of information regarding the pathogen, quality of local healthcare, availability of preventive measures, individual and group usage of heuristics in the decision-making process. First we discuss the rigorous assessment of the risk, then we describe how our brain assesses the risk through the use of heuristics that are still rooted in animal evolution. Then we discuss the impact and the role of mass media and social networks in modulating risk perception. Next, we show how mathematical modelling is challenged by multi-scale epidemiological problems where the risk perception level is coupled with all the other microscopic and macroscopic levels. Finally, we draw future scenarios of personal risk evaluation through self-monitoring devices and personal genomics. The aim of this chapter is to discuss the importance of risk perception related to the spreading of a disease and to present a variety of ideas that could be fruitfully explored through modelling. 2012-10-29 /pmc/articles/PMC7121241/ http://dx.doi.org/10.1007/978-1-4614-5474-8_9 Text en © Springer Science+Business Media New York 2013 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Liò, Pietro
Lucia, Bianchi
Nguyen, Viet-Anh
Kitchovitch, Stephan
Risk Perception, Heuristics and Epidemic Spread
title Risk Perception, Heuristics and Epidemic Spread
title_full Risk Perception, Heuristics and Epidemic Spread
title_fullStr Risk Perception, Heuristics and Epidemic Spread
title_full_unstemmed Risk Perception, Heuristics and Epidemic Spread
title_short Risk Perception, Heuristics and Epidemic Spread
title_sort risk perception, heuristics and epidemic spread
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7121241/
http://dx.doi.org/10.1007/978-1-4614-5474-8_9
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