Literature DB >> 33657152

The anti-vaccination infodemic on social media: A behavioral analysis.

Federico Germani1, Nikola Biller-Andorno1.   

Abstract

Vaccinations are without doubt one of the greatest achievements of modern medicine, and there is hope that they can constitute a solution to halt the ongoing COVID-19 pandemic. However, the anti-vaccination movement is currently on the rise, spreading online misinformation about vaccine safety and causing a worrying reduction in vaccination rates worldwide. In this historical time, it is imperative to understand the reasons of vaccine hesitancy, and to find effective strategies to dismantle the rhetoric of anti-vaccination supporters. For this reason, we analyzed the behavior of anti-vaccination supporters on the platform Twitter. Here we identify that anti-vaccination supporters, in comparison with pro-vaccination supporters, share conspiracy theories and make use of emotional language. We demonstrate that anti-vaccination supporters are more engaged in discussions on Twitter and share their contents from a pull of strong influencers. We show that the movement's success relies on a strong sense of community, based on the contents produced by a small fraction of profiles, with the community at large serving as a sounding board for anti-vaccination discourse to circulate online. Our data demonstrate that Donald Trump, before his profile was suspended, was the main driver of vaccine misinformation on Twitter. Based on these results, we welcome policies that aim at halting the circulation of false information about vaccines by targeting the anti-vaccination community on Twitter. Based on our data, we also propose solutions to improve the communication strategy of health organizations and build a community of engaged influencers that support the dissemination of scientific insights, including issues related to vaccines and their safety.

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Year:  2021        PMID: 33657152      PMCID: PMC7928468          DOI: 10.1371/journal.pone.0247642

Source DB:  PubMed          Journal:  PLoS One        ISSN: 1932-6203            Impact factor:   3.240


  34 in total

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Authors:  Katrina F Brown; J Simon Kroll; Michael J Hudson; Mary Ramsay; John Green; Susannah J Long; Charles A Vincent; Graham Fraser; Nick Sevdalis
Journal:  Vaccine       Date:  2010-05-14       Impact factor: 3.641

Review 2.  Belief, knowledge and expertise: the emergence of the lay expert in medical sociology.

Authors:  Lindsay Prior
Journal:  Sociol Health Illn       Date:  2003

3.  A postmodern Pandora's box: anti-vaccination misinformation on the Internet.

Authors:  Anna Kata
Journal:  Vaccine       Date:  2009-12-30       Impact factor: 3.641

Review 4.  Vaccines and autism: evidence does not support a causal association.

Authors:  F DeStefano
Journal:  Clin Pharmacol Ther       Date:  2007-10-10       Impact factor: 6.875

5.  The Easier the Better? Comparing the Readability and Engagement of Online Pro- and Anti-Vaccination Articles.

Authors:  Zhan Xu; Lauren Ellis; Laura R Umphrey
Journal:  Health Educ Behav       Date:  2019-06-19

6.  Polarization of the vaccination debate on Facebook.

Authors:  Ana Lucía Schmidt; Fabiana Zollo; Antonio Scala; Cornelia Betsch; Walter Quattrociocchi
Journal:  Vaccine       Date:  2018-06-14       Impact factor: 3.641

Review 7.  The Trump Effect: With No Peer Review, How Do We Know What to Really Believe on Social Media?

Authors:  Justin T Brady; Molly E Kelly; Sharon L Stein
Journal:  Clin Colon Rectal Surg       Date:  2017-09-12

8.  The online competition between pro- and anti-vaccination views.

Authors:  Neil F Johnson; Nicolas Velásquez; Nicholas Johnson Restrepo; Rhys Leahy; Nicholas Gabriel; Sara El Oud; Minzhang Zheng; Pedro Manrique; Stefan Wuchty; Yonatan Lupu
Journal:  Nature       Date:  2020-05-13       Impact factor: 49.962

Review 9.  Addressing the anti-vaccination movement and the role of HCWs.

Authors:  S Tafuri; M S Gallone; M G Cappelli; D Martinelli; R Prato; C Germinario
Journal:  Vaccine       Date:  2013-11-18       Impact factor: 3.641

10.  Beyond confidence: Development of a measure assessing the 5C psychological antecedents of vaccination.

Authors:  Cornelia Betsch; Philipp Schmid; Dorothee Heinemeier; Lars Korn; Cindy Holtmann; Robert Böhm
Journal:  PLoS One       Date:  2018-12-07       Impact factor: 3.240

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  49 in total

1.  Concerns Around Opposition to the Green Pass in Italy: Social Listening Analysis by Using a Mixed Methods Approach.

Authors:  Giovanni Spitale; Nikola Biller-Andorno; Federico Germani
Journal:  J Med Internet Res       Date:  2022-02-16       Impact factor: 5.428

Review 2.  Revisiting the 2014-15 Disneyland measles outbreak and its influence on pediatric vaccinations.

Authors:  Margaret K Doll; John W Correira
Journal:  Hum Vaccin Immunother       Date:  2021-09-08       Impact factor: 4.526

Review 3.  The Lancet Commission on lessons for the future from the COVID-19 pandemic.

Authors:  Jeffrey D Sachs; Salim S Abdool Karim; Lara Aknin; Joseph Allen; Kirsten Brosbøl; Francesca Colombo; Gabriela Cuevas Barron; María Fernanda Espinosa; Vitor Gaspar; Alejandro Gaviria; Andy Haines; Peter J Hotez; Phoebe Koundouri; Felipe Larraín Bascuñán; Jong-Koo Lee; Muhammad Ali Pate; Gabriela Ramos; K Srinath Reddy; Ismail Serageldin; John Thwaites; Vaira Vike-Freiberga; Chen Wang; Miriam Khamadi Were; Lan Xue; Chandrika Bahadur; Maria Elena Bottazzi; Chris Bullen; George Laryea-Adjei; Yanis Ben Amor; Ozge Karadag; Guillaume Lafortune; Emma Torres; Lauren Barredo; Juliana G E Bartels; Neena Joshi; Margaret Hellard; Uyen Kim Huynh; Shweta Khandelwal; Jeffrey V Lazarus; Susan Michie
Journal:  Lancet       Date:  2022-09-14       Impact factor: 202.731

4.  Social media and attitudes towards a COVID-19 vaccination: A systematic review of the literature.

Authors:  Fidelia Cascini; Ana Pantovic; Yazan A Al-Ajlouni; Giovanna Failla; Valeria Puleo; Andriy Melnyk; Alberto Lontano; Walter Ricciardi
Journal:  EClinicalMedicine       Date:  2022-05-20

5.  "When did you decide to receive the Covid-19 vaccine?" Survey in a high-volume vaccination center.

Authors:  Marion Le Maréchal; Amina Batel; Stéphanie Bouvier; Hajer Mahdhaoui; Morgane Margotton; Jean-Philippe Vittoz; Etienne Brudieu; Christine Chevallier; Pierrick Bedouch; Saber Touati; Olivier Epaulard
Journal:  Hum Vaccin Immunother       Date:  2022-01-18       Impact factor: 3.452

6.  Effective Communication at Different Phases of COVID-19 Prevention: Roles, Enablers and Barriers.

Authors:  Khayriyyah Mohd Hanafiah; Celine Ng; Abdul Matiin Wan
Journal:  Viruses       Date:  2021-06-03       Impact factor: 5.048

7.  A qualitative study exploring the relationship between mothers' vaccine hesitancy and health beliefs with COVID-19 vaccination intention and prevention during the early pandemic months.

Authors:  Kimberly K Walker; Katharine J Head; Heather Owens; Gregory D Zimet
Journal:  Hum Vaccin Immunother       Date:  2021-06-30       Impact factor: 4.526

8.  Attitudes towards COVID-19 Vaccination among Hospital Staff-Understanding What Matters to Hesitant People.

Authors:  Anne Spinewine; Catherine Pétein; Perrine Evrard; Christelle Vastrade; Christine Laurent; Bénédicte Delaere; Séverine Henrard
Journal:  Vaccines (Basel)       Date:  2021-05-06

9.  Safety, efficacy and acceptability of SARS-CoV-2 vaccines in patients with cancer.

Authors:  Roy Chebel; Chris Labaki; Maria Farhat; Joseph Kattan
Journal:  Future Virol       Date:  2021-06-30       Impact factor: 1.831

10.  COVID-19 Vaccine Acceptance, Hesitancy, and Resistancy among University Students in France.

Authors:  Marie Pierre Tavolacci; Pierre Dechelotte; Joel Ladner
Journal:  Vaccines (Basel)       Date:  2021-06-15
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