Cargando…

Evolution Model and Simulation Study of the Public Risk Perception of COVID-19

The evolution of the public perception of the risk in public health emergencies is closely related to risk response behavior. There are few systematic explanations and empirical studies on how the individual receiving the risk information affects the change in the individual risk perception through...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhang, Ao, Yang, Hao, Tian, Zhenlei, Tong, Shuning
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9517072/
https://www.ncbi.nlm.nih.gov/pubmed/36141849
http://dx.doi.org/10.3390/ijerph191811581
_version_ 1784798848524222464
author Zhang, Ao
Yang, Hao
Tian, Zhenlei
Tong, Shuning
author_facet Zhang, Ao
Yang, Hao
Tian, Zhenlei
Tong, Shuning
author_sort Zhang, Ao
collection PubMed
description The evolution of the public perception of the risk in public health emergencies is closely related to risk response behavior. There are few systematic explanations and empirical studies on how the individual receiving the risk information affects the change in the individual risk perception through internal mechanisms in the context of COVID-19. Based on the understanding of the existing research, this paper constructs the evolution model of the public risk perception level based on the limited memory theory and a simulation analysis is performed. The results are as follows: memory rate, association rate, information reception and information stimulation in a single period of time have significant indigenous effects on the risk perception; when the amount of information received and the information stimulus remain unchanged, the public’s risk perception follows a monotonic upward trend, but there is an upper limit function, and the upper limit is determined by the memory rate and association rate, and the influence of the association rate is higher than that of the memory rate; When the amount of information received and the information stimulus changes, the public’s risk perception will also change, and there is a lag effect, which is determined by the memory rate. The impact of the acceptance of the information on the risk perception is greater than that of the information stimulus.
format Online
Article
Text
id pubmed-9517072
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-95170722022-09-29 Evolution Model and Simulation Study of the Public Risk Perception of COVID-19 Zhang, Ao Yang, Hao Tian, Zhenlei Tong, Shuning Int J Environ Res Public Health Article The evolution of the public perception of the risk in public health emergencies is closely related to risk response behavior. There are few systematic explanations and empirical studies on how the individual receiving the risk information affects the change in the individual risk perception through internal mechanisms in the context of COVID-19. Based on the understanding of the existing research, this paper constructs the evolution model of the public risk perception level based on the limited memory theory and a simulation analysis is performed. The results are as follows: memory rate, association rate, information reception and information stimulation in a single period of time have significant indigenous effects on the risk perception; when the amount of information received and the information stimulus remain unchanged, the public’s risk perception follows a monotonic upward trend, but there is an upper limit function, and the upper limit is determined by the memory rate and association rate, and the influence of the association rate is higher than that of the memory rate; When the amount of information received and the information stimulus changes, the public’s risk perception will also change, and there is a lag effect, which is determined by the memory rate. The impact of the acceptance of the information on the risk perception is greater than that of the information stimulus. MDPI 2022-09-14 /pmc/articles/PMC9517072/ /pubmed/36141849 http://dx.doi.org/10.3390/ijerph191811581 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zhang, Ao
Yang, Hao
Tian, Zhenlei
Tong, Shuning
Evolution Model and Simulation Study of the Public Risk Perception of COVID-19
title Evolution Model and Simulation Study of the Public Risk Perception of COVID-19
title_full Evolution Model and Simulation Study of the Public Risk Perception of COVID-19
title_fullStr Evolution Model and Simulation Study of the Public Risk Perception of COVID-19
title_full_unstemmed Evolution Model and Simulation Study of the Public Risk Perception of COVID-19
title_short Evolution Model and Simulation Study of the Public Risk Perception of COVID-19
title_sort evolution model and simulation study of the public risk perception of covid-19
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9517072/
https://www.ncbi.nlm.nih.gov/pubmed/36141849
http://dx.doi.org/10.3390/ijerph191811581
work_keys_str_mv AT zhangao evolutionmodelandsimulationstudyofthepublicriskperceptionofcovid19
AT yanghao evolutionmodelandsimulationstudyofthepublicriskperceptionofcovid19
AT tianzhenlei evolutionmodelandsimulationstudyofthepublicriskperceptionofcovid19
AT tongshuning evolutionmodelandsimulationstudyofthepublicriskperceptionofcovid19