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The link between reported cases of COVID-19 and the Infodemic Risk Index: A worldwide perspective

In this brief report we followed the evolution of the COVID-19 Infodemic Risk Index during 2020 and clarified its connection with the epidemic waves, focusing specifically on their co-evolution in Europe, South America, and South-eastern Asia. Using 640 million tweets collected by the Infodemic Obse...

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Detalles Bibliográficos
Autores principales: Pilati, Federico, Gallotti, Riccardo, Sacco, Pier Luigi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9888028/
https://www.ncbi.nlm.nih.gov/pubmed/36733979
http://dx.doi.org/10.3389/fsoc.2022.1093354
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author Pilati, Federico
Gallotti, Riccardo
Sacco, Pier Luigi
author_facet Pilati, Federico
Gallotti, Riccardo
Sacco, Pier Luigi
author_sort Pilati, Federico
collection PubMed
description In this brief report we followed the evolution of the COVID-19 Infodemic Risk Index during 2020 and clarified its connection with the epidemic waves, focusing specifically on their co-evolution in Europe, South America, and South-eastern Asia. Using 640 million tweets collected by the Infodemic Observatory and the open access dataset published by Our World in Data regarding COVID-19 worldwide reported cases, we analyze the COVID-19 infodemic vs. pandemic co-evolution from January 2020 to December 2020. We find that a characteristic pattern emerges at the global scale: a decrease in misinformation on Twitter as the number of COVID-19 confirmed cases increases. Similar local variations highlight how this pattern could be influenced both by the strong content moderation policy enforced by Twitter after the first pandemic wave and by the phenomenon of selective exposure that drives users to pick the most visible and reliable news sources available.
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spelling pubmed-98880282023-02-01 The link between reported cases of COVID-19 and the Infodemic Risk Index: A worldwide perspective Pilati, Federico Gallotti, Riccardo Sacco, Pier Luigi Front Sociol Sociology In this brief report we followed the evolution of the COVID-19 Infodemic Risk Index during 2020 and clarified its connection with the epidemic waves, focusing specifically on their co-evolution in Europe, South America, and South-eastern Asia. Using 640 million tweets collected by the Infodemic Observatory and the open access dataset published by Our World in Data regarding COVID-19 worldwide reported cases, we analyze the COVID-19 infodemic vs. pandemic co-evolution from January 2020 to December 2020. We find that a characteristic pattern emerges at the global scale: a decrease in misinformation on Twitter as the number of COVID-19 confirmed cases increases. Similar local variations highlight how this pattern could be influenced both by the strong content moderation policy enforced by Twitter after the first pandemic wave and by the phenomenon of selective exposure that drives users to pick the most visible and reliable news sources available. Frontiers Media S.A. 2023-01-17 /pmc/articles/PMC9888028/ /pubmed/36733979 http://dx.doi.org/10.3389/fsoc.2022.1093354 Text en Copyright © 2023 Pilati, Gallotti and Sacco. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Sociology
Pilati, Federico
Gallotti, Riccardo
Sacco, Pier Luigi
The link between reported cases of COVID-19 and the Infodemic Risk Index: A worldwide perspective
title The link between reported cases of COVID-19 and the Infodemic Risk Index: A worldwide perspective
title_full The link between reported cases of COVID-19 and the Infodemic Risk Index: A worldwide perspective
title_fullStr The link between reported cases of COVID-19 and the Infodemic Risk Index: A worldwide perspective
title_full_unstemmed The link between reported cases of COVID-19 and the Infodemic Risk Index: A worldwide perspective
title_short The link between reported cases of COVID-19 and the Infodemic Risk Index: A worldwide perspective
title_sort link between reported cases of covid-19 and the infodemic risk index: a worldwide perspective
topic Sociology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9888028/
https://www.ncbi.nlm.nih.gov/pubmed/36733979
http://dx.doi.org/10.3389/fsoc.2022.1093354
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