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Which papers cited which tweets? An exploratory analysis based on Scopus data

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  • Haunschild, Robin
  • Bornmann, Lutz

Abstract

Many altmetric studies have analyzed which papers were mentioned how often on Twitter (one of the most important altmetrics sources). In order to study the potential relevance of tweets from another perspective, we investigate which tweets were cited in papers. If many tweets were cited in publications, this might demonstrate that tweets have substantial and useful content. Overall, a rather low number of citations to tweets (n=13,149) by less than 7,000 papers was found. Most tweets do not seem to be cited because of any cognitive influence they might have had on studies; they rather were study objects. Thus, this study does not support a high relevance of tweets (for research). Most of the papers that cited tweets are from the subject areas Social Sciences, Arts and Humanities, and Medicine. Most of the papers cited only one tweet. Up to 65 tweets cited in a single paper were found. An author keyword analysis revealed that the single largest topic seems to be the COVID-19/corona pandemic.

Suggested Citation

  • Haunschild, Robin & Bornmann, Lutz, 2023. "Which papers cited which tweets? An exploratory analysis based on Scopus data," Journal of Informetrics, Elsevier, vol. 17(2).
    • Handle: RePEc:eee:infome:v:17:y:2023:i:2:s1751157723000081
    DOI: 10.1016/j.joi.2023.101383
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    References listed on IDEAS

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    1. Ronald Snijder, 2016. "Revisiting an open access monograph experiment: measuring citations and tweets 5 years later," Scientometrics, Springer;Akadémiai Kiadó, vol. 109(3), pages 1855-1875, December.
    2. Robert Tomaszewski, 2018. "A comparative study of citations to chemical encyclopedias in scholarly articles: Kirk-Othmer Encyclopedia of Chemical Technology and Ullmann’s Encyclopedia of Industrial Chemistry," Scientometrics, Springer;Akadémiai Kiadó, vol. 117(1), pages 175-189, October.
    3. Thomy Tonia & Herman Van Oyen & Anke Berger & Christian Schindler & Nino Künzli, 2016. "If I tweet will you cite? The effect of social media exposure of articles on downloads and citations," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 61(4), pages 513-520, May.
    4. Kayvan Kousha & Mike Thelwall, 2017. "News stories as evidence for research? BBC citations from articles, Books, and Wikipedia," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 68(8), pages 2017-2028, August.
    5. Yu Liu & Dan Lin & Xiujuan Xu & Shimin Shan & Quan Z. Sheng, 2018. "Multi-views on Nature Index of Chinese academic institutions," Scientometrics, Springer;Akadémiai Kiadó, vol. 114(3), pages 823-837, March.
    6. Enrique Orduna-Malea & Mike Thelwall & Kayvan Kousha, 2017. "Web citations in patents: Evidence of technological impact?," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 68(8), pages 1967-1974, August.
    7. Kayvan Kousha & Mike Thelwall & Mahshid Abdoli, 2012. "The role of online videos in research communication: A content analysis of YouTube videos cited in academic publications," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 63(9), pages 1710-1727, September.
    8. Kayvan Kousha & Mike Thelwall & Mahshid Abdoli, 2012. "The role of online videos in research communication: A content analysis of YouTube videos cited in academic publications," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 63(9), pages 1710-1727, September.
    9. Matthew S. Bickley & Kayvan Kousha & Michael Thelwall, 2020. "Can the impact of grey literature be assessed? An investigation of UK government publications cited by articles and books," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(2), pages 1425-1444, November.
    10. Kayvan Kousha & Mike Thelwall & Matthew Bickley, 2022. "The high scholarly value of grey literature before and during Covid-19," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(6), pages 3489-3504, June.
    11. Franceschini, Fiorenzo & Maisano, Domenico & Mastrogiacomo, Luca, 2016. "The museum of errors/horrors in Scopus," Journal of Informetrics, Elsevier, vol. 10(1), pages 174-182.
    12. Lutz Bornmann & Robin Haunschild, 2018. "Do altmetrics correlate with the quality of papers? A large-scale empirical study based on F1000Prime data," PLOS ONE, Public Library of Science, vol. 13(5), pages 1-12, May.
    13. Feinerer, Ingo & Hornik, Kurt & Meyer, David, 2008. "Text Mining Infrastructure in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 25(i05).
    14. Lutz Bornmann & Robin Haunschild & Rüdiger Mutz, 2021. "Growth rates of modern science: a latent piecewise growth curve approach to model publication numbers from established and new literature databases," Palgrave Communications, Palgrave Macmillan, vol. 8(1), pages 1-15, December.
    15. Vanash M. Patel & Robin Haunschild & Lutz Bornmann & George Garas, 2021. "A call for governments to pause Twitter censorship: using Twitter data as social-spatial sensors of COVID-19/SARS-CoV-2 research diffusion," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(4), pages 3193-3207, April.
    16. Mike Thelwall & Kayvan Kousha, 2017. "SlideShare presentations, citations, users, and trends: A professional site with academic and educational uses," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 68(8), pages 1989-2003, August.
    17. Zhichao Fang & Rodrigo Costas & Paul Wouters, 2022. "User engagement with scholarly tweets of scientific papers: a large-scale and cross-disciplinary analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(8), pages 4523-4546, August.
    18. Font-Julián, Cristina I & Ontalba-Ruipérez, José-Antonio & Orduña-Malea, Enrique & Thelwall, Mike, 2022. "Which types of online resource support US patent claims?," Journal of Informetrics, Elsevier, vol. 16(1).
    19. Tahamtan, Iman & Bornmann, Lutz, 2018. "Creativity in science and the link to cited references: Is the creative potential of papers reflected in their cited references?," Journal of Informetrics, Elsevier, vol. 12(3), pages 906-930.
    20. Lutz Bornmann & Robin Haunschild & Vanash M Patel, 2020. "Are papers addressing certain diseases perceived where these diseases are prevalent? The proposal to use Twitter data as social-spatial sensors," PLOS ONE, Public Library of Science, vol. 15(11), pages 1-22, November.
    21. Per O. Seglen, 1992. "The skewness of science," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 43(9), pages 628-638, October.
    22. Lutz Bornmann, 2015. "Alternative metrics in scientometrics: a meta-analysis of research into three altmetrics," Scientometrics, Springer;Akadémiai Kiadó, vol. 103(3), pages 1123-1144, June.
    23. Wickham, Hadley, 2011. "The Split-Apply-Combine Strategy for Data Analysis," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 40(i01).
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    Cited by:

    1. Robert Tomaszewski, 2023. "Visibility, impact, and applications of bibliometric software tools through citation analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(7), pages 4007-4028, July.

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