On the differences between citations and altmetrics: An investigation of factors driving altmetrics versus citations for finnish articles

@article{Didegah2018OnTD,
  title={On the differences between citations and altmetrics: An investigation of factors driving altmetrics versus citations for finnish articles},
  author={Fereshteh Didegah and Timothy D. Bowman and Kim Holmberg},
  journal={Journal of the Association for Information Science and Technology},
  year={2018},
  volume={69}
}
This study examines a range of factors associating with future citation and altmetric counts to a paper. [] Key Result However, the altmetric events differ from each other in terms of a small number of factors; for instance, institution prestige and country prestige associate with increased Mendeley readers and blog and news posts, but it is an insignificant factor for Twitter and Facebook posts.
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References

SHOWING 1-10 OF 70 REFERENCES
International coauthorship and citation impact: A bibliometric study of six LIS journals, 1980-2008
TLDR
This researcher proposes geographies of invisible colleagues and a geographic scope effect to further investigate the relationships between author geographic affiliation and citation impact.
Do blog citations correlate with a higher number of future citations? Research blogs as a potential source for alternative metrics
Journal‐based citations are an important source of data for impact indices. However, the impact of journal articles extends beyond formal scholarly discourse. Measuring online scholarly impact calls
Characterizing Social Media Metrics of Scholarly Papers: The Effect of Document Properties and Collaboration Patterns
TLDR
Findings suggest that factors driving social media and citations are different and social media metrics cannot actually be seen as alternatives to citations; at most, they may function as complements to other type of indicators.
Who reads research articles? An altmetrics analysis of Mendeley user categories
TLDR
Different types of users of Clinical Medicine, Engineering and Technology, Social Science, Physics, and Chemistry articles inside and outside academia are explored, finding that Mendeley readership can reflect usage similar to traditional citation impact if the data are restricted to readers who are also authors without the delay of impact measured by citation counts.
Exploring the use of social media to measure journal article impact.
TLDR
The data suggest that social media may represent a largely untapped post-publication review resource for assessing paper impact, and that Wikipedia pages referencing the most journal articles are about disorders and diseases, while the most referenced articles in Wikipedia are about genomics.
Tweeting Links to Academic Articles
TLDR
Tweets containing links to scholarly articles generally provide little more than publicity, and so whilst tweet counts may provide evidence of the popularity of an article, the contents of the tweets themselves are unlikely to give deep insights into scientists' reactions to publications, except perhaps in special cases.
Influence of Study Type on Twitter Activity for Medical Research Papers
TLDR
It is suggested that interest from laymen and patients may be a factor in the observed effects of factors influencing Twitter popularity of medical papers investigating differences between medical study types.
Citation Counts: Are They Good Predictors of Rae Scores? A Bibliometric Analysis of RAE 2001
TLDR
Citation counts are a reasonable proxy for peer assessment in some subjects, such as Biological Sciences, Clinical Sciences, Chemistry and Psychology; however, citation count are a weak proxy for a large number of disciplines, including fields within Biomedical related subjects and Engineering-related subjects.
Factors affecting citation rates in environmental science
...
...