To be or not to be on Twitter, and its relationship with the tweeting and citation of research papers
The objective of this paper is to understand the relationship between the diffusion and mention of research papers in Twitter according to whether their authors are members or not of that micro-blogging service. To that end, 4166 articles from 76 Twitter users and 124 from non-Twitter users were analysed. Data on Twitter mentions were extracted from PlumX Analytics, information on each Twitter user was taken from the own platform and citations were collected from Scopus public API. Results show that papers from Twitter users are 33 % more tweeted than documents of non-Twitter users. From Twitter users, the increase of followers produces 30 % more tweets. No differences were found between the citation impact (i.e. number of citations) of papers authored by Twitter users and non-Twitter users. However, the number of followers indirectly influences the citation impact. The main conclusion is that the participation on Twitter affects the dissemination of research papers, and in consequence, it indirectly favours the likelihood that academic outputs being cited.
KeywordsTwitter Altmetrics PlumX Analytics Citation impact Research dissemination
- Bar-Ilan, J., Haustein, S., Peters, I., Priem, J., Shema, H., & Terliesner, J. (2012). Beyond citations: Scholars’ visibility on the social web. arXiv preprint, arXiv:1205.5611.
- Barthel, S., Tönnies, S., Köhncke, B., Siehndel, P., & Balke, W. T. (2015). What does Twitter measure? Influence of diverse user groups in altmetrics. In Proceedings of the 15th ACM/IEEE-CE on joint conference on digital libraries (pp. 119–128). Knoxville, TN: ACM.Google Scholar
- Chen, B. (2011). Is the backchannel enabled? Using twitter at academic conferences. In 2011 Annual meeting of American educational research association (pp. 1–13). New Orleans, LA: AERA.Google Scholar
- Darling, E. S., Shiffman, D., Côté, I. M., & Drew, J. A. (2013). The role of Twitter in the life cycle of a scientific publication. arXiv preprint arXiv:1305.0435.
- Gruzd, A. (2012). Discovery and visualization of scholarly information diffusion in twitter networks. In Workshop on mapping ideas: Discovering and information landscapes. San Diego, CA: San Diego State University.Google Scholar
- Harnad, S., & Brody, T. (2004). Comparing the impact of open access (OA) vs. non-OA articles in the same journals. D-lib Magazine, 10(6). http://www.dlib.org/dlib/june04/harnad/06harnad.html.
- Huberman, B. A., Romero, D. M., & Wu, F. (2008). Social networks that matter: Twitter under the microscope. Available at SSRN 1313405.Google Scholar
- Java, A., Song, X., Finin, T., & Tseng, B. (2007). Why we twitter: understanding microblogging usage and communities. In Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis (pp. 56–65). New York, NY: ACM.Google Scholar
- Kim, H. M., Abels, E. G., & Yang, C. C. (2012). Who disseminates academic library information on Twitter? Proceedings of the American Society for Information Science and Technology, 49(1), 1–4.Google Scholar
- Kwak, H., Lee, C., Park, H., & Moon, S. (2010). What is Twitter, a social network or a news media? In Proceedings of the 19th international conference on world wide web (pp. 591–600). New York, NY: ACM.Google Scholar
- Letierce, J., Passant, A., Breslin, J. G., & Decker, S. (2010). Using Twitter during an academic conference: The# iswc2009 use-case. In Proceedings of the fourth international AAAI conference on weblogs and social media (pp. 279–282). Palo Alto, CA: AAAI.Google Scholar
- Maleki, A. (2014). Twitter users in science tweets linking to articles: The case of web of science articles with Iranian authors. In SIGMET workshop METRICS 2014. Seattle, WA: American Society for Information Science and Technology.Google Scholar
- Murthy, D. (2013). Twitter: Social communication in the Twitter age. Cambridge: Polity Press.Google Scholar
- Priem, J., Piwowar, H. A., & Hemminger, B. M. (2012). Altmetrics in the wild: Using social media to explore scholarly impact. arXiv preprint arXiv:1203.4745.
- Weller, K., Dröge, E., & Puschmann, C. (2011). Citation analysis in Twitter: Approaches for defining and measuring information flows within tweets during scientific conferences. In MSM2011 1st workshop on making sense of microposts (pp. 1–12).Google Scholar