Open Access Open Access  Restricted Access Subscription Access
Open Access Open Access Open Access  Restricted Access Restricted Access Subscription Access

More the Tweets more the Citations:Do Altmetric Variables Contribute to Citations?


Affiliations
1 Department of Library and Information Science, North Eastern Hill University (NEHU), Umshing Mawkynroh, Shillong - 793022, Meghalaya, India
     

   Subscribe/Renew Journal


The present study was carried out to examine the alternative metrics variables twitter and its relationships with citation pattern for scholarly articles. This study was carried on with top 100 twitted articles for the year 2014-15 and the second set of data was specific to the “Genomic” subject domain, around 131 hot paper was identified and their twittes and citation data was studied. From the study it was found that the top tweeted articles did not have any kind of correlation with citation its ϐ value was 0.071. While the second set of data from the “Genomic” subject showed a strong positive linear correlation between the Twitter count and Citation counts its ϐ value was 0.72.

Keywords

Alternative Metrics, Altmetric, Citation, New Media, Twitter.
User
About The Author

S. Ravikumar
Department of Library and Information Science, North Eastern Hill University (NEHU), Umshing Mawkynroh, Shillong - 793022, Meghalaya
India


Notifications

  • Bornmann, L. (2014). Validity of altmetrics data for measuring societal impact: A study using data from Altmetric and F1000Prime. Journal of Informetrics, 8(4):935–50. https:// doi.org/10.1016/j.joi.2014.09.007
  • Carrigan, M. and Mark A. (2016). Social media for academics. Sage Publication Ltd.
  • Costas, R., Zahedi, Z. and Wouters, P. (2015). Do “altmetrics” correlate with citations? Extensive comparison of altmetric indicators with citations from a multidisciplinary perspective. Journal of the Association for Information Science and Technology, 66(10):2003–019. https://doi.org/10.1002/asi.23309
  • Ebrahim, N.A.; Salehi, H. and Embi, M. (2013). Effective strategies for increasing citation frequency. International, Retrieved from http://papers.ssrn.com/sol3/Papers.cfm?abstract_ id=2344585, https://doi.org/10.5539/ies.v6n11p93
  • Eysenbach, G. (2011). Can tweets predict citations? Metrics of social impact based on Twitter and correlation with traditional metrics of scientific impact. Journal of Medical Internet Research, 13(4):e123. doi:10.2196/jmir.2012 Retrieved from http://www.jmir.org/2011/4/e123/utm_source=feedburner&utm_medium=feed&utm_campaign=Feed:+JMedInternetRes+(Journal+of+Medical+Internet+Research+( atom)) https://doi.org/10.2196/jmir.2012.
  • Fausto, S. and Aventurier, P. (2015). Scientific literature on Twitter as subject research: preliminary findings based on bibliometric analysis, In: Levallois Clement, Marchand Morgane, Mata, Tiago, Panisson Andre, dir., Handbook Twitter for Research 2015 – 2016. Lyon, FRA: EMLYON Press. p. 1-14. DOI:10.5281/zenodo.44882, http://prodinra.inra.fr/record/331854.
  • Hall, H. (2012). Twitter gains as academic source – USATODAY. com. Accessed on September 12, 2016. Retrieved from: http://usatoday30.usatoday.com/tech/news/story/ 2012-03-12/twitter-academic-sourcing/53496064/1.
  • Haustein, S.; Costas, R.; Larivière, V.; Cole, F.; Eales, N.; Gross, P. et.al. (2015). Characterizing social media metrics of scholarly papers: The effect of document properties and collaboration patterns. PLOS ONE, 10(3):e0120495. https://doi.org/10.1371/journal.pone.0120495, https://doi.org/10.1371/journal.pone.0127830. PMid:25780916 PMCid: PMC4363625.
  • How is the Altmetric Attention Score calculated?: Altmetric Support. (2016). Retrieved from https://help.altmetric.com/ support/solutions/articles/6000060969-how-is-the-altmetricattention-score-calculated.
  • Patrick, D. (2015). How to write a blogpost from your journal article - Advice for authoring a PhD or academic book - Medium. Accessed on August 23, 2016, Retrieved from https://medium.com/advice-and-help-in-authoring-a-phd-or-non-fiction/how-to-write-a-blogpost-from-your-journal-article-6511a3837caa#.wirx165jp.
  • Polt, N. (2010) How much data does Twitter store daily? Quora. Retrieved from https://www.quora.com/Howmuchdata-does-Twitter-store-daily.
  • Priem, J.; Piwowar, H. and Hemminger, B. (2011). Altmetrics in the wild: An exploratory study of impact metrics based on social media. Metrics 2011: Symposium. Retrieved from http://jasonpriem.com/self-archived/PLoS-altmetricssigmetrics11-abstract.pdf
  • Reznik-Zellen, R. (2016). LibGuides: Research Impact: Altmetrics.
  • Ringelhan, S.; Wollersheim, J.; Welpe, I. M.; Baum, J.; Priem, J.; Groth, P. et. al. (2015). I Like, I Cite? Do Facebook Likes Predict the Impact of Scientific Work? PLOS ONE, 10(8):e0134389. https://doi.org/10.1371/journal.pone.0134389.
  • Shema, H.; Bar-Ilan, J. and Thelwall, M. (2014). Do blog citations correlate with a higher number of future citations? Research blogs as a potential source for alternative metrics. Journal of the Association for Information Science and Technology, 65(5):1018–27. https://doi.org/10.1002/asi.23037.
  • THE WORLD’s Most Influential Scientific Minds. (2014). Retrieved from http://images.info.science.thomsonreuters.biz/
  • Thelwall, M.; Haustein, S.; Larivière, V. and Sugimoto, C.R. (2013). Do Altmetrics Work? Twitter and ten other social web services. PLoS ONE, 8(5):1–7. https://doi.org/10.1371/journal.pone.0064841. PMid:23724101 PM-Cid: PMC3665624.
  • Wessa, P. (2012). Spearman Rank Correlation (v1.0.1) in Free Statistics Software (v1.1.23- 7), Office for Research Development and Education, http://www.wessa.net/rwasp_spearman.wasp/

Abstract Views: 329

PDF Views: 15




  • More the Tweets more the Citations:Do Altmetric Variables Contribute to Citations?

Abstract Views: 329  |  PDF Views: 15

Authors

S. Ravikumar
Department of Library and Information Science, North Eastern Hill University (NEHU), Umshing Mawkynroh, Shillong - 793022, Meghalaya, India

Abstract


The present study was carried out to examine the alternative metrics variables twitter and its relationships with citation pattern for scholarly articles. This study was carried on with top 100 twitted articles for the year 2014-15 and the second set of data was specific to the “Genomic” subject domain, around 131 hot paper was identified and their twittes and citation data was studied. From the study it was found that the top tweeted articles did not have any kind of correlation with citation its ϐ value was 0.071. While the second set of data from the “Genomic” subject showed a strong positive linear correlation between the Twitter count and Citation counts its ϐ value was 0.72.

Keywords


Alternative Metrics, Altmetric, Citation, New Media, Twitter.

References