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Medical journals, impact and social media: an ecological study of the Twittersphere

Overview of attention for article published in Canadian Medical Association Journal, December 2015
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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 (92nd percentile)

Mentioned by

news
4 news outlets
blogs
1 blog
twitter
155 X users
facebook
2 Facebook pages
googleplus
2 Google+ users
reddit
1 Redditor

Citations

dimensions_citation
62 Dimensions

Readers on

mendeley
81 Mendeley
citeulike
2 CiteULike
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Title
Medical journals, impact and social media: an ecological study of the Twittersphere
Published in
Canadian Medical Association Journal, December 2015
DOI 10.1503/cmaj.150976
Pubmed ID
Authors

Theodore D. Cosco

Abstract

Twitter is an increasingly popular means of research dissemination. I sought to examine the relation between scientific merit and mainstream popularity of general medical journals. I extracted impact factors and citations for 2014 for all general medical journals listed in the Thomson Reuters InCites Journal Citation Reports. I collected Twitter statistics (number of followers, number following, number of tweets) between July 25 and 27, 2015 from the Twitter profiles of journals that had Twitter accounts. I calculated the ratio of observed to expected Twitter followers according to citations via the Kardashian Index. I created the (Fifty Shades of) Grey Scale to calculate the analogous ratio according to impact factor. Only 28% (43/153) of journals had Twitter profiles. The scientific and social media impact of journals were correlated: in adjusted models, Twitter followers increased by 0.78% (95% confidence interval [CI] 0.38%-1.18%) for every 1% increase in impact factor and by 0.62% (95% CI 0.34%-0.90%) for every 1% increase in citations. Kardashian Index scores above the 99% CI were obsverved in 16% (7/43) of journals, including 6 of the 7 highest ranked journals by impact factor, whereas 58% (25/43) had scores below this interval. For the Grey Scale, 12% (5/43) of journals had scores above and 35% (15/43) had scores below the 99% CI. The size of a general medical journal's Twitter following is strongly linked to its impact factor and citations, suggesting that higher quality research received more mainstream attention. Many journals have not capitalized on this dissemination method, although others have used it to their advantage.

X Demographics

X Demographics

The data shown below were collected from the profiles of 155 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 81 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Japan 1 1%
United States 1 1%
Australia 1 1%
Unknown 78 96%

Demographic breakdown

Readers by professional status Count As %
Other 11 14%
Student > Master 11 14%
Librarian 7 9%
Researcher 7 9%
Student > Bachelor 7 9%
Other 22 27%
Unknown 16 20%
Readers by discipline Count As %
Medicine and Dentistry 28 35%
Computer Science 5 6%
Agricultural and Biological Sciences 5 6%
Social Sciences 4 5%
Arts and Humanities 3 4%
Other 12 15%
Unknown 24 30%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 136. 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 27 July 2022.
All research outputs
#304,518
of 25,408,670 outputs
Outputs from Canadian Medical Association Journal
#543
of 9,459 outputs
Outputs of similar age
#4,842
of 395,509 outputs
Outputs of similar age from Canadian Medical Association Journal
#9
of 101 outputs
Altmetric has tracked 25,408,670 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 9,459 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 34.1. This one has done particularly well, scoring higher than 94% 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 395,509 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 101 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 92% of its contemporaries.