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The relationship between tweets, citations, and article views for PLOS ONE articles

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  • J. C. F. Winter

    (Delft University of Technology)

Abstract

An analysis of article-level metrics of 27,856 PLOS ONE articles reveals that the number of tweets was weakly associated with the number of citations (β = 0.10), and weakly negatively associated with citations when the number of article views was held constant (β = −0.06). The number of tweets was predictive of other social media activity (β = 0.34 for Mendeley and β = 0.41 for Facebook), but not of the number of article views on PubMed Central (β = 0.01). It is concluded that the scientific citation process acts relatively independently of the social dynamics on Twitter.

Suggested Citation

  • J. C. F. Winter, 2015. "The relationship between tweets, citations, and article views for PLOS ONE articles," Scientometrics, Springer;Akadémiai Kiadó, vol. 102(2), pages 1773-1779, February.
    • Handle: RePEc:spr:scient:v:102:y:2015:i:2:d:10.1007_s11192-014-1445-x
    DOI: 10.1007/s11192-014-1445-x
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    References listed on IDEAS

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    1. Apoorva Mandavilli, 2011. "Peer review: Trial by Twitter," Nature, Nature, vol. 469(7330), pages 286-287, January.
    2. Zohreh Zahedi & Rodrigo Costas & Paul Wouters, 2014. "How well developed are altmetrics? A cross-disciplinary analysis of the presence of ‘alternative metrics’ in scientific publications," Scientometrics, Springer;Akadémiai Kiadó, vol. 101(2), pages 1491-1513, November.
    3. Kim Holmberg & Mike Thelwall, 2014. "Disciplinary differences in Twitter scholarly communication," Scientometrics, Springer;Akadémiai Kiadó, vol. 101(2), pages 1027-1042, November.
    4. Richard Van Noorden, 2014. "Online collaboration: Scientists and the social network," Nature, Nature, vol. 512(7513), pages 126-129, August.
    5. Stefanie Haustein & Isabella Peters & Cassidy R. Sugimoto & Mike Thelwall & Vincent Larivière, 2014. "Tweeting biomedicine: An analysis of tweets and citations in the biomedical literature," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 65(4), pages 656-669, April.
    6. Xin Shuai & Alberto Pepe & Johan Bollen, 2012. "How the Scientific Community Reacts to Newly Submitted Preprints: Article Downloads, Twitter Mentions, and Citations," PLOS ONE, Public Library of Science, vol. 7(11), pages 1-8, November.
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