Literature DB >> 33882014

Bots and Misinformation Spread on Social Media: Implications for COVID-19.

McKenzie Himelein-Wachowiak1, Salvatore Giorgi1,2, Amanda Devoto1, Muhammad Rahman1, Lyle Ungar2, H Andrew Schwartz3, David H Epstein1, Lorenzo Leggio1, Brenda Curtis1.   

Abstract

As of March 2021, the SARS-CoV-2 virus has been responsible for over 115 million cases of COVID-19 worldwide, resulting in over 2.5 million deaths. As the virus spread exponentially, so did its media coverage, resulting in a proliferation of conflicting information on social media platforms-a so-called "infodemic." In this viewpoint, we survey past literature investigating the role of automated accounts, or "bots," in spreading such misinformation, drawing connections to the COVID-19 pandemic. We also review strategies used by bots to spread (mis)information and examine the potential origins of bots. We conclude by conducting and presenting a secondary analysis of data sets of known bots in which we find that up to 66% of bots are discussing COVID-19. The proliferation of COVID-19 (mis)information by bots, coupled with human susceptibility to believing and sharing misinformation, may well impact the course of the pandemic. ©McKenzie Himelein-Wachowiak, Salvatore Giorgi, Amanda Devoto, Muhammad Rahman, Lyle Ungar, H Andrew Schwartz, David H Epstein, Lorenzo Leggio, Brenda Curtis. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 20.05.2021.

Entities:  

Keywords:  COVID-19; Twitter; bots; coronavirus; disinformation; fake news; infodemic; infodemiology; infoveillance; misinformation; online communities; public health; social listening; social media; spambots

Year:  2021        PMID: 33882014     DOI: 10.2196/26933

Source DB:  PubMed          Journal:  J Med Internet Res        ISSN: 1438-8871            Impact factor:   5.428


  12 in total

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2.  COVID-19, Genetics, and Risk: Content Analysis of Facebook Posts Early in the Coronavirus Pandemic.

Authors:  Heather E Canary; Natalie Wellman; Lourdes S Martinez
Journal:  Health Commun       Date:  2022-01-23

3.  Motivating Seasonal Influenza Vaccination and Cross-Promoting COVID-19 Vaccination: An Audience Segmentation Study among University Students.

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Journal:  Vaccines (Basel)       Date:  2021-11-25

4.  Predicting the impact of online news articles - is information necessary?: Application to COVID-19 articles.

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Journal:  Multimed Tools Appl       Date:  2022-01-08       Impact factor: 2.577

5.  Infodemiological Examination of Personal and Commercial Tweets About Cannabidiol: Term and Sentiment Analysis.

Authors:  Mehmed Kantardzic; Rachel Vickers-Smith; Jason Turner
Journal:  J Med Internet Res       Date:  2021-12-20       Impact factor: 5.428

6.  DNA-influenced automated behavior detection on twitter through relative entropy.

Authors:  Rosario Gilmary; Akila Venkatesan; Govindasamy Vaiyapuri; Deepikashini Balamurali
Journal:  Sci Rep       Date:  2022-05-16       Impact factor: 4.379

7.  Vaccines and the social amplification of risk.

Authors:  Heidi J Larson; Leesa Lin; Rob Goble
Journal:  Risk Anal       Date:  2022-05-14       Impact factor: 4.302

8.  Misinformation and Disinformation: The Potential Disadvantages of Social Media in Infectious Disease and How to Combat Them.

Authors:  Angel N Desai; Diandra Ruidera; Julie M Steinbrink; Bruno Granwehr; Dong Heun Lee
Journal:  Clin Infect Dis       Date:  2022-05-15       Impact factor: 20.999

9.  Bots' Activity on COVID-19 Pro and Anti-Vaccination Networks: Analysis of Spanish-Written Messages on Twitter.

Authors:  Carlos Ruiz-Núñez; Sergio Segado-Fernández; Beatriz Jiménez-Gómez; Pedro Jesús Jiménez Hidalgo; Carlos Santiago Romero Magdalena; María Del Carmen Águila Pollo; Azucena Santillán-Garcia; Ivan Herrera-Peco
Journal:  Vaccines (Basel)       Date:  2022-08-02

10.  Emerging Zoonotic Infections, Social Processes and Their Measurement and Enhanced Surveillance to Improve Zoonotic Epidemic Responses: A "Big Events" Perspective.

Authors:  Samuel R Friedman; Ashly E Jordan; David C Perlman; Georgios K Nikolopoulos; Pedro Mateu-Gelabert
Journal:  Int J Environ Res Public Health       Date:  2022-01-17       Impact factor: 3.390

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