About: Risk Perception, Heuristics and Epidemic Spread

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An Entity of Type : schema:ScholarlyArticle, within Data Space : covidontheweb.inria.fr associated with source document(s)

Attributes	Values
type	Academic Article research paper schema:ScholarlyArticle
isDefinedBy	Covid-on-the-Web dataset
has title	Risk Perception, Heuristics and Epidemic Spread
Creator	Liò, Pietro D'onofrio, A Manfredi, P Kitchovitch, Stephan Lucia, Bianchi Nguyen, Viet-Anh Kitchovitch, • Liò, P Nguyen, V.-A
Source	PMC
abstract	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.
has issue date	2012-10-29(xsd:dateTime)
bibo:doi	10.1007/978-1-4614-5474-8_9
has license	no-cc
sha1sum (hex)	bc912d69b77f71e9535faf750cd992207b6d6d06
schema:url	https://doi.org/10.1007/978-1-4614-5474-8_9
resource representing a document's title	Risk Perception, Heuristics and Epidemic Spread
has PubMed Central identifier	PMC7121241
schema:publication	Modeling the Interplay Between Human Behavior and the Spread of Infectious Diseases
resource representing a document's body	covid:bc912d69b77f71e9535faf750cd992207b6d6d06#body_text
is schema:about of	named entity 'modulating' named entity 'personal' named entity 'personal genomics' named entity 'assessment' named entity 'heuristics' named entity 'aim' named entity 'modelling' named entity 'rigorous' named entity 'Heuristics' named entity 'PERSONAL' named entity 'PROBLEMS' named entity 'RISK PERCEPTION' named entity 'BEHAVIOUR' named entity 'EPIDEMIOLOGICAL' named entity 'ROLE' named entity 'social networks' named entity 'Next' named entity 'ideas' named entity 'risk' named entity 'healthcare' named entity 'devices' named entity 'pathogen' named entity 'Risk' named entity 'heuristics' named entity 'pathogen' named entity 'infection' named entity 'mathematical modelling' named entity 'personal genomics' named entity 'risk perception' named entity 'risk perception' named entity 'assessment of the risk' named entity 'heuristics' named entity 'Heuristics' named entity 'Epidemic Spread' named entity 'Risk Perception' named entity 'public health' named entity 'change' named entity 'Internet' named entity 'sneezing' named entity 'Twitter' named entity 'recognition heuristic' named entity 'autism' named entity 'whooping cough' named entity 'AIDS' named entity 'causal inference' named entity 'mirror neurons' named entity 'search engine' named entity 'algorithm' named entity 'vaccinating' named entity 'risk group' named entity 'HVAC' named entity 'randomised clinical trials' named entity 'effective reproduction number' named entity 'public transport' named entity 'community detection' named entity 'proteomics' named entity 'effective reproduction number' named entity 'probability' named entity 'pathogens' named entity 'measles' named entity 'effective reproduction number' named entity 'time series' named entity 'seasonal flu' named entity 'human brain' named entity 'viruses' named entity 'web page' named entity 'force of infection' named entity 'vaccination' named entity 'probability' named entity 'social network' named entity 'vaccination' named entity 'probability' named entity 'social distancing' named entity 'ecological rationality' named entity 'force of infection'

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