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Altmetrics: The Basics Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensics Bibliographer for the Sciences & Technology Syracuse University Library, Syracuse, NY SLA 2014 Quick Take - #5616 June 8, 2014

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Page 1: Altmetrics: The Basics Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensics Bibliographer for the Sciences & Technology Syracuse University

Altmetrics: The Basics

Linda M. Galloway, MLISLibrarian for Biology, Chemistry and ForensicsBibliographer for the Sciences & Technology

Syracuse University Library, Syracuse, NY

SLA 2014Quick Take - #5616

June 8, 2014

Page 2: Altmetrics: The Basics Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensics Bibliographer for the Sciences & Technology Syracuse University

What are Altmetrics??“the study of scholarly impact measures based on activity in online tools and environments”

(Priem, Groth, and Taraborelli 2012

citable and accessible products not limited to publications, data sets, software, patents, and copyrights (“Grant Proposal

Guide, Chapter II” 2013)

Page 3: Altmetrics: The Basics Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensics Bibliographer for the Sciences & Technology Syracuse University

Quantifying Scholarly Output

via Citation Metrics

Number of PublicationsCitations to Publications

Relative influence of Publications

Page 4: Altmetrics: The Basics Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensics Bibliographer for the Sciences & Technology Syracuse University

Documents: 30Citations: 253H-index: 92009-2014, 3/5/2014

Scholarly Metrics as a proxy for Scholarly Influence…

Page 5: Altmetrics: The Basics Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensics Bibliographer for the Sciences & Technology Syracuse University

Limitations to Traditional Metrics

• Take a long time to accumulate• Often behind pay walls• Measure influence narrowly• Don’t capture a publication’s impact or

influence in emerging forms of scholarly communication

• Variability depending on database used to calculate metrics

Page 6: Altmetrics: The Basics Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensics Bibliographer for the Sciences & Technology Syracuse University

How do you measure researcher/faculty impact?

# Citable products# Citations to those productsh-IndexOther measures of success and influence

Page 7: Altmetrics: The Basics Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensics Bibliographer for the Sciences & Technology Syracuse University

Altmetrics

Measure diverse impacts from articles, datasets, blog posts, slide shows, etc.

Beyond citation counts!Readership

ViewsSaves

DownloadsScholarly (or popular) Buzz

Page 8: Altmetrics: The Basics Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensics Bibliographer for the Sciences & Technology Syracuse University

What are Altmetrics?Indicators of Research Impact

Journal article use Views, saves, downloads, full-text downloads, readership, usage, etc.

Social Web use Blogs, Twitter (microblogs), social bookmarking, online reference managers

Data & Software use/reuse Copies, citations

Educational resource use/reuse

Presentations, syllabi, course materials

Broader Impacts of research Mass media reporting

Altmetrics can complement and enhance citation metrics!

Page 9: Altmetrics: The Basics Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensics Bibliographer for the Sciences & Technology Syracuse University

What can be measured?“Evidence of Use” – http://impactstory.org• # of Tweets • # of “Saves” in online reference managers• Scholarly (and popular) blog interest and

activity• Activity in social networking platforms, tools• Media interest/activity

Page 10: Altmetrics: The Basics Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensics Bibliographer for the Sciences & Technology Syracuse University

Altmetrics can help evaluatethe diffusion of research products

How to measure the relative importance of various types of uses, re-uses and discussions of these products?

Scholarly activity

Data & software (re)use

Scholarly commentary

Social activity

Mass media

Schol-arly ac-tivity

Data & software (re)use

Scholarly commentary

Social activ-ity

Mass media

Altmetric Data GroupingsScholarly activity

Data & software (re)useScholarly commentary

Social activityMass media

Page 11: Altmetrics: The Basics Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensics Bibliographer for the Sciences & Technology Syracuse University

Meaningful Interactions

CiteULikeDeliciousF1000FigshareGitHubIRMendeleyRedditSlideShareTwitter YouTubeVimeoZotero

What is tracked/counted??

DiscussionsSavesViewsCitationsDownloadsRecommendationsCopiesUsage (clicks)BookmarksEtc.

Altmetrics measures diverse impacts from articles, datasets, blog posts, slide shows, etc.

Page 12: Altmetrics: The Basics Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensics Bibliographer for the Sciences & Technology Syracuse University

Altmetric Toolstrack readership & influence

Academia.edu is a platform for academics to share research papers and interests.

CiteULike permits users to store, organize and share scholarly papers

F1000 is a subscription-based recommendation service for curated articles in biology and medicine.

Page 13: Altmetrics: The Basics Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensics Bibliographer for the Sciences & Technology Syracuse University

Altmetric Toolstrack readership & influence

Google Scholar Citations is a service that allows authors to track their publications and influence using Google Scholar metrics. Mendeley is a free reference manager and social network that was recently acquired by Elsevier. Mendeley is described as “one of the world’s largest crowd-sourced research catalogs” Zotero is a robust and growing citation management and sharing resource. Collaborators can share libraries of references, etc.

Page 14: Altmetrics: The Basics Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensics Bibliographer for the Sciences & Technology Syracuse University
Page 15: Altmetrics: The Basics Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensics Bibliographer for the Sciences & Technology Syracuse University

Altmetrics & ResearchersMetrics and their relationship to social media:

• Add value to traditionally published content– Crowdsourced peer review– Expose questions and comments– Enhance worth

• Increase readership• Appear to follow the pattern of traditional

metrics

Page 16: Altmetrics: The Basics Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensics Bibliographer for the Sciences & Technology Syracuse University

Make Sense of the Diversity of Research Outputs

Use an aggregator!

Harvest dataAutomatic updates

Showcase scholarly influence

Page 17: Altmetrics: The Basics Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensics Bibliographer for the Sciences & Technology Syracuse University

Tools to gather data

Commercial• Altmetric.com –owned by Macmillan Publishers

(also owns the Nature Publishing Group). “Provides article level metrics for researchers and publishers”

• Plum Analytics – startup co-founded by former Summon developers; recently acquired by EBSCO. Collects article-level data for use by different constituencies to compare individuals, departments, universities.

Page 18: Altmetrics: The Basics Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensics Bibliographer for the Sciences & Technology Syracuse University

Tools to gather data

Commercial• Mendeley.com – Reference manager, .pdf organizer &

social networking tool for researchers/authors. Collects & displays altmetrics. Recently purchased by Elsevier.

“Mendeley Institutional Edition (MIE) is an analytics tool built on top of Mendeley that helps librarians, research directors and other admins to understand the research activity and scholarship output of their community and to facilitate collaboration within it (Mendeley.com).”

Page 19: Altmetrics: The Basics Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensics Bibliographer for the Sciences & Technology Syracuse University

Tools to gather data

Non-profit

• ImpactStory – designed for the individual researcher, tools to visualize impact of research products. Helps “researchers to tell data-driven stories about their impacts” (ImpactStory, 2014).– Open source; data, code & governance all public

Page 20: Altmetrics: The Basics Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensics Bibliographer for the Sciences & Technology Syracuse University
Page 21: Altmetrics: The Basics Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensics Bibliographer for the Sciences & Technology Syracuse University

Images: blog.impactstory.org, chemconnector.com

ImpactStory

Page 22: Altmetrics: The Basics Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensics Bibliographer for the Sciences & Technology Syracuse University

Valid data = Valid metricsAccurate attribution and discovery of research products is

the most important consideration for all authors.

• Scholarly authors are assigned many identifiers such as Scopus Author ID, Web of Science Researcher ID, institutional ID’s

• Scholars should register for an ORCID - Open Researcher Identifier – this ID is supported by many publishers & platforms.

• Scholars can claim and make public their Google Scholar profile, and/or keep an institution profile updated.

Page 23: Altmetrics: The Basics Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensics Bibliographer for the Sciences & Technology Syracuse University

Thank you!!Linda GallowayContributors: Janet PeaseAnne Rauh

Syracuse University Libraries

Page 24: Altmetrics: The Basics Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensics Bibliographer for the Sciences & Technology Syracuse University

ReferencesAdie, Euan, and William Roe. 2013. “Altmetric: Enriching Scholarly Content with Article-level Discussion and Metrics.” Learned Publishing 26: 11–17. doi:10.1087/20130103.

Arslan, E., Akyokus, S., & Ganiz, M. C. (2013). An application of community discovery in academical social networks. In 2013 IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA) (pp. 1–5). doi:10.1109/INISTA.2013.6577650

Bik, Holly M., and Miriam C. Goldstein. 2013. “An Introduction to Social Media for Scientists.” PLoS Biol 11: e1001535. doi:10.1371/journal.pbio.1001535. Bushman, Mike, and Andrea Michalek. 2013. “Are Alternative Metrics Still Alternative?” ASIS&T Bulletin (May). http://www.asis.org/Bulletin/Apr-13/AprMay13_Buschman_Michalek.pdf. Cameron, Brian D. 2005. “Trends in the Usage of ISI Bibliometric Data: Uses, Abuses, and Implications.” Portal: Libraries and the Academy 5 (1): 105–125. doi:10.1353/pla.2005.0003. CiteULike. 2013. “Frequently Asked Questions.” Accessed April 29. http://www.citeulike.org/faq/faq.adp.

Costas, R., Zahedi, Z., & Wouters, P. (2014). Do altmetrics correlate with citations? Extensive comparison of altmetric indicators with citations from a multidisciplinary perspective. arXiv:1401.4321 [cs]. Retrieved from http://arxiv.org/abs/1401.4321 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: e123. Faculty of 1000. 2013. “About.” Accessed April 29. http://f1000.com/. Fenner, M. (2013). What Can Article-Level Metrics Do for You? PLoS Biol, 11(10), e1001687. doi:10.1371/journal.pbio.1001687 Gonzalez-Pereira, Borja, Vicente Guerrero-Bote, and Felix Moya-Anegon. 2009. “The SJR Indicator: A New Indicator of Journals’ Scientific Prestige.” arXiv:0912.4141. http://arxiv.org/abs/0912.4141.

Haustein, S., Peters, I., Bar-Ilan, J., Priem, J., Shema, H., & Terliesner, J. (2013). Coverage and adoption of altmetrics sources in the bibliometric community. Scientometrics, 1–19. doi:10.1007/s11192-013-1221-3

Haustein, S., Peters, I., Sugimoto, C. R., Thelwall, M., & Larivière, V. (2013). Tweeting biomedicine: An analysis of tweets and citations in the biomedical literature. Journal of the Association for Information Science and Technology, doi:10.1002/asi.23101

Hirsch, J. E. 2005. “An Index to Quantify an Individual’s Scientific Research Output.” Proceedings of the National Academy of Sciences of the United States of America 102: 16569–16572. doi:10.1073/pnas.0507655102.

Page 25: Altmetrics: The Basics Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensics Bibliographer for the Sciences & Technology Syracuse University

References Jacso, Peter. 2006. “Deflated, Inflated and Phantom Citation Counts.” Online Information Review 30: 297–309. doi:http://dx.doi.org.libezproxy2.syr.edu/10.1108/14684520610675816. Kaur, J., Radicchi, F., & Menczer, F. (2013). Universality of scholarly impact metrics. Journal of Informetrics, 7(4), 924–932. doi:10.1016/j.joi.2013.09.002

Konkiel, S. (2013). Altmetrics: A 21st Century Solution to Determining Research Quality. Retrieved from https://scholarworks.iu.edu/dspace/handle/2022/17147

Mendeley Ltd. 2012. “Mendeley.” http://www.mendeley.com/. ORCID Inc. 2012. “ORCID.” http://about.orcid.org/. Piwowar, Heather. 2013. “Altmetrics: Value All Research Products.” Nature 493: 159–159. doi:10.1038/493159a.

PLOS Biology: What Can Article-Level Metrics Do for You? (2013). Retrieved February 10, 2014, from http://www.plosbiology.org/article/info%3Adoi%2F10.1371%2Fjournal.pbio.1001687

Priem, Jason. 2013. “Scholarship: Beyond the Paper.” Nature 495: 437–440. doi:10.1038/495437a. Priem, Jason, and Heather A. Piwowar. 2013. “ImpactStory: Tell the Full Story of Your Research Impact.” Accessed April 9. http://www.impactstory.org/. Priem, Jason, Dario Taraborelli, Paul Groth, and Neylon, Cameron. 2010. “Altmetrics: a Manifesto – Altmetrics.org.” Altmetrics: a Manifesto. 26. http://altmetrics.org/manifesto/. SCImago. 2007. “SJR - Scimago Journal & Country Rank.” http://www.scimagojr.com/. Shuai, Xin, Alberto Pepe, and Johan Bollen. 2012. “How the Scientific Community Reacts to Newly Submitted Preprints: Article Downloads, Twitter Mentions, and Citations.” arXiv:1202.2461. http://arxiv.org/abs/1202.2461.

Sud, P., & Thelwall, M. (2014). Evaluating altmetrics. Scientometrics, 98(2), 1131–1143. doi:10.1007/s11192-013-1117-2 Thomson Reuters. 2012. “Journal Citation Reports Help.” http://admin-apps.webofknowledge.com.libezproxy2.syr.edu/JCR/help/h_toc.htm.