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Fake News or Weak Science? Visibility and Characterization of Antivaccine Webpages Returned by Google in Different Languages and Countries

Overview of attention for article published in Frontiers in immunology, June 2018
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About this Attention Score

  • In the top 5% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (98th percentile)
  • High Attention Score compared to outputs of the same age and source (98th percentile)

Mentioned by

news
11 news outlets
blogs
2 blogs
twitter
64 X users
wikipedia
1 Wikipedia page
googleplus
5 Google+ users
reddit
2 Redditors

Citations

dimensions_citation
54 Dimensions

Readers on

mendeley
183 Mendeley
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Title
Fake News or Weak Science? Visibility and Characterization of Antivaccine Webpages Returned by Google in Different Languages and Countries
Published in
Frontiers in immunology, June 2018
DOI 10.3389/fimmu.2018.01215
Pubmed ID
Authors

Nadia Arif, Majed Al-Jefri, Isabella Harb Bizzi, Gianni Boitano Perano, Michel Goldman, Inam Haq, Kee Leng Chua, Manuela Mengozzi, Marie Neunez, Helen Smith, Pietro Ghezzi

Abstract

The 1998 Lancet paper by Wakefield et al., despite subsequent retraction and evidence indicating no causal link between vaccinations and autism, triggered significant parental concern. The aim of this study was to analyze the online information available on this topic. Using localized versions of Google, we searched "autism vaccine" in English, French, Italian, Portuguese, Mandarin, and Arabic and analyzed 200 websites for each search engine result page (SERP). A common feature was the newsworthiness of the topic, with news outlets representing 25-50% of the SERP, followed by unaffiliated websites (blogs, social media) that represented 27-41% and included most of the vaccine-negative websites. Between 12 and 24% of websites had a negative stance on vaccines, while most websites were pro-vaccine (43-70%). However, their ranking by Google varied. While in Google.com, the first vaccine-negative website was the 43rd in the SERP, there was one vaccine-negative webpage in the top 10 websites in both the British and Australian localized versions and in French and two in Italian, Portuguese, and Mandarin, suggesting that the information quality algorithm used by Google may work better in English. Many webpages mentioned celebrities in the context of the link between vaccines and autism, with Donald Trump most frequently. Few websites (1-5%) promoted complementary and alternative medicine (CAM) but 50-100% of these were also vaccine-negative suggesting that CAM users are more exposed to vaccine-negative information. This analysis highlights the need for monitoring the web for information impacting on vaccine uptake.

X Demographics

X Demographics

The data shown below were collected from the profiles of 64 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 183 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 183 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 26 14%
Researcher 22 12%
Student > Bachelor 22 12%
Student > Ph. D. Student 20 11%
Student > Doctoral Student 14 8%
Other 37 20%
Unknown 42 23%
Readers by discipline Count As %
Medicine and Dentistry 34 19%
Social Sciences 30 16%
Nursing and Health Professions 16 9%
Psychology 8 4%
Computer Science 8 4%
Other 41 22%
Unknown 46 25%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 140. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 13 February 2024.
All research outputs
#301,687
of 25,801,916 outputs
Outputs from Frontiers in immunology
#313
of 32,413 outputs
Outputs of similar age
#6,528
of 344,395 outputs
Outputs of similar age from Frontiers in immunology
#14
of 746 outputs
Altmetric has tracked 25,801,916 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 98th percentile: it's in the top 5% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 32,413 research outputs from this source. They typically receive more attention than average, with a mean Attention Score of 8.4. This one has done particularly well, scoring higher than 99% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 344,395 tracked outputs that were published within six weeks on either side of this one in any source. This one has done particularly well, scoring higher than 98% of its contemporaries.
We're also able to compare this research output to 746 others from the same source and published within six weeks on either side of this one. This one has done particularly well, scoring higher than 98% of its contemporaries.