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Managing awareness can avoid hysteresis in disease spread: an application to coronavirus Covid-19
A SEIR-type model is investigated to evaluate the effects of awareness campaigns in the presence of factors that can induce overexposure to disease. We find that high levels of overexposure can drive system dynamics towards a backward phenomenology and that increasing people awareness through balanc...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7849502/ https://www.ncbi.nlm.nih.gov/pubmed/33551579 http://dx.doi.org/10.1016/j.chaos.2021.110739 |
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author | Lacitignola, Deborah Saccomandi, Giuseppe |
author_facet | Lacitignola, Deborah Saccomandi, Giuseppe |
author_sort | Lacitignola, Deborah |
collection | PubMed |
description | A SEIR-type model is investigated to evaluate the effects of awareness campaigns in the presence of factors that can induce overexposure to disease. We find that high levels of overexposure can drive system dynamics towards a backward phenomenology and that increasing people awareness through balanced and aware information can be crucial to avoid dangerous dynamical transitions as hysteresis or transient oscillations before disease eradication. Investigations in the time dependent regimes are provided to support the results. Google Trends data in the context of Covid19 are also used to stress how low levels of awareness, combined with high overexposure, can be related to recent episodes of epidemic resurgence in Europe. Our results suggest that the interplay between overexposure and awareness is a point that should not be underestimated both in the current and future management of the Covid19 emergency. |
format | Online Article Text |
id | pubmed-7849502 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-78495022021-02-02 Managing awareness can avoid hysteresis in disease spread: an application to coronavirus Covid-19 Lacitignola, Deborah Saccomandi, Giuseppe Chaos Solitons Fractals Article A SEIR-type model is investigated to evaluate the effects of awareness campaigns in the presence of factors that can induce overexposure to disease. We find that high levels of overexposure can drive system dynamics towards a backward phenomenology and that increasing people awareness through balanced and aware information can be crucial to avoid dangerous dynamical transitions as hysteresis or transient oscillations before disease eradication. Investigations in the time dependent regimes are provided to support the results. Google Trends data in the context of Covid19 are also used to stress how low levels of awareness, combined with high overexposure, can be related to recent episodes of epidemic resurgence in Europe. Our results suggest that the interplay between overexposure and awareness is a point that should not be underestimated both in the current and future management of the Covid19 emergency. Elsevier Ltd. 2021-03 2021-02-01 /pmc/articles/PMC7849502/ /pubmed/33551579 http://dx.doi.org/10.1016/j.chaos.2021.110739 Text en © 2021 Elsevier Ltd. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Lacitignola, Deborah Saccomandi, Giuseppe Managing awareness can avoid hysteresis in disease spread: an application to coronavirus Covid-19 |
title | Managing awareness can avoid hysteresis in disease spread: an application to coronavirus Covid-19 |
title_full | Managing awareness can avoid hysteresis in disease spread: an application to coronavirus Covid-19 |
title_fullStr | Managing awareness can avoid hysteresis in disease spread: an application to coronavirus Covid-19 |
title_full_unstemmed | Managing awareness can avoid hysteresis in disease spread: an application to coronavirus Covid-19 |
title_short | Managing awareness can avoid hysteresis in disease spread: an application to coronavirus Covid-19 |
title_sort | managing awareness can avoid hysteresis in disease spread: an application to coronavirus covid-19 |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7849502/ https://www.ncbi.nlm.nih.gov/pubmed/33551579 http://dx.doi.org/10.1016/j.chaos.2021.110739 |
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