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BRACE FOR IMPACT: NEW
MEANS OF MEASURING
RESEARCH METRICS
MARY ELLEN SLOANE,
SCHOLARLY COMMUNICATIONS LIBRARIAN
FOR BASIC AND APPLIED SCIENCES,
MIDDLE TENNESSEE STATE UNIVERSITY
OUTLINE
• Impact Factor system
• Evolution of Scholarly Communication
• Altmetrics sources
• Open access platforms
• Sharing platforms
• Saving platforms
• Hacking altmetrics
• Impact of altmetrics
SUMMARY
• As open access journals and repositories gain a foothold
in scholarly communication, researchers are finding that
the traditional impact factor and citation count metrics
only reflect a portion of the dissemination of scholarly
works.
• New technology, research, and citation tools aid our
ability to measure the influence of research. A matrix of
tools and initiatives, like PLoS Article-Level Metrics,
BePress’ Author Dashboard, Mendeley, Altmetrics, and
ImpactStory are providing a more robust picture of
scholarly communication today.
• This presentation will provide an overview of the impact
factor system and new tools for gathering metrics and
their relevance for librarians and researchers.
IMPACT FACTOR SYSTEM
• The impact factor system measures the number of
citations for a given journal over a period of time.
IMPACT FACTOR SYSTEM
IMPACT FACTOR SYSTEM
•
•
•
•
•
•
•
•
•

Not always a good indicator of quality research
Journal ‘impact’ is relative to an article’s value
Not necessarily meaningful to authors or researchers
Self-citations can skew results
Focuses on overall impact, as opposed to articlelevel measures
Review journals have more citations
San Francisco Declaration on Research Assessment –
concerns with impact system
Open access sources may not be represented
Tenure and promotion criteria tied to publishing
EIGENFACTOR
EVOLUTION OF SCHOLARLY
COMMUNICATION
New means of publishing
Institutional repositories
Sharing data sets
Sharing code
Sharing presentations
Sharing video
Article-level metrics can help encourage publishing
in open-access journals and repositories
• Open access publishing and sharing is increasing
• Social networks can evolve organically and include
open access and other sources of sharing
•
•
•
•
•
•
•
EVOLUTION OF SCHOLARLY
COMMUNICATION
• Ability to measure use by readers, researchers
• Earlier indicators of research impact
• Web of Science:

• Mendeley:
EVOLUTION OF SCHOLARLY
COMMUNICATION
METRICS SOURCES
•
•
•
•
•
•
•
•
•

Social media
Blog posts, Wikipedia
Sharing links to publisher full text
Open access views, downloads, citations, followers
Bookmarks, favorites
Citation saving and groups
Worldcat holdings
Standard citation counts
PlumX - http://www.plumanalytics.com/metrics.html
METRICS SOURCES
• Open access sources:
•
•
•
•
•
•

Dryad
Figshare
GitHub
BePress
dSpace
PLOS

• Saves

• Mendeley,
• citeulike
• Delicious

• Uses

• Youtube, Vimeo
• Slideshare

• Shares

• Twitter
• Facebook
• Bit.ly

• Citations
•
•
•
•

Web of Science
Scopus
Google Scholar
PubMed

• Aggregate metrics
• Altmetrics, and
• ImpactStory
• Plum X
WEB OF SCIENCE ARTICLE METRICS
• C&RL Impact Factor:
• Citation map:
OPEN ACCESS - PLOS
OPEN ACCESS - FIGSHARE
OPEN ACCESS - DRYAD
INSTITUTIONAL REPOSITORIES
IF YOU CAN’T BEAT THEM, JOIN THEM
• Articles Metrics from publishers
ACCURACY PROBLEMS
IMPACT STORY
ALTMETRIC
PLUMX
• PlumX Tracks Groups
•
•
•
•
•
•
•
•
•
•
•

University
Institute
Museum
Department
Lab
Company
Publisher
Journal
Volume
Issue
Collection
SO WHAT

?

• How many are using social media and
reference managers in meaningful ways?
• How meaningful are the metrics?
• Links between related items, article and data
set
• Can easily be gamed
• Debate over early downloads as indicator of
later citation
• Limited to DOI in some cases
• Disciplines may use different platforms and tools
HACKING METRICS
• Does this milk smell bad?
IMPACT OF ALTMETRICS
•
•
•
•
•
•
•
•

New ways to perform bibliometrics
New ways to do research
New ways to share and connect
Recent articles will have more altmetrics
Discipline-specific measures of impact
Tenure and promotion considerations
Researcher’s dissemination will evolve
At some point will become customary
COMING SOON
• NISO Alternative Assessment Metrics (Altmetrics)
Project

• Here Comes the Sunburst: Measuring and
Visualizing Scholarly Impact – Sunday 11/10 – 9:00
am

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Brace for Impact: New Means for Measuring Research Metrics

  • 1. BRACE FOR IMPACT: NEW MEANS OF MEASURING RESEARCH METRICS MARY ELLEN SLOANE, SCHOLARLY COMMUNICATIONS LIBRARIAN FOR BASIC AND APPLIED SCIENCES, MIDDLE TENNESSEE STATE UNIVERSITY
  • 2. OUTLINE • Impact Factor system • Evolution of Scholarly Communication • Altmetrics sources • Open access platforms • Sharing platforms • Saving platforms • Hacking altmetrics • Impact of altmetrics
  • 3. SUMMARY • As open access journals and repositories gain a foothold in scholarly communication, researchers are finding that the traditional impact factor and citation count metrics only reflect a portion of the dissemination of scholarly works. • New technology, research, and citation tools aid our ability to measure the influence of research. A matrix of tools and initiatives, like PLoS Article-Level Metrics, BePress’ Author Dashboard, Mendeley, Altmetrics, and ImpactStory are providing a more robust picture of scholarly communication today. • This presentation will provide an overview of the impact factor system and new tools for gathering metrics and their relevance for librarians and researchers.
  • 4. IMPACT FACTOR SYSTEM • The impact factor system measures the number of citations for a given journal over a period of time.
  • 6. IMPACT FACTOR SYSTEM • • • • • • • • • Not always a good indicator of quality research Journal ‘impact’ is relative to an article’s value Not necessarily meaningful to authors or researchers Self-citations can skew results Focuses on overall impact, as opposed to articlelevel measures Review journals have more citations San Francisco Declaration on Research Assessment – concerns with impact system Open access sources may not be represented Tenure and promotion criteria tied to publishing
  • 8. EVOLUTION OF SCHOLARLY COMMUNICATION New means of publishing Institutional repositories Sharing data sets Sharing code Sharing presentations Sharing video Article-level metrics can help encourage publishing in open-access journals and repositories • Open access publishing and sharing is increasing • Social networks can evolve organically and include open access and other sources of sharing • • • • • • •
  • 9. EVOLUTION OF SCHOLARLY COMMUNICATION • Ability to measure use by readers, researchers • Earlier indicators of research impact • Web of Science: • Mendeley:
  • 11. METRICS SOURCES • • • • • • • • • Social media Blog posts, Wikipedia Sharing links to publisher full text Open access views, downloads, citations, followers Bookmarks, favorites Citation saving and groups Worldcat holdings Standard citation counts PlumX - http://www.plumanalytics.com/metrics.html
  • 12. METRICS SOURCES • Open access sources: • • • • • • Dryad Figshare GitHub BePress dSpace PLOS • Saves • Mendeley, • citeulike • Delicious • Uses • Youtube, Vimeo • Slideshare • Shares • Twitter • Facebook • Bit.ly • Citations • • • • Web of Science Scopus Google Scholar PubMed • Aggregate metrics • Altmetrics, and • ImpactStory • Plum X
  • 13. WEB OF SCIENCE ARTICLE METRICS • C&RL Impact Factor: • Citation map:
  • 15. OPEN ACCESS - FIGSHARE
  • 16. OPEN ACCESS - DRYAD
  • 18. IF YOU CAN’T BEAT THEM, JOIN THEM • Articles Metrics from publishers
  • 22. PLUMX • PlumX Tracks Groups • • • • • • • • • • • University Institute Museum Department Lab Company Publisher Journal Volume Issue Collection
  • 23. SO WHAT ? • How many are using social media and reference managers in meaningful ways? • How meaningful are the metrics? • Links between related items, article and data set • Can easily be gamed • Debate over early downloads as indicator of later citation • Limited to DOI in some cases • Disciplines may use different platforms and tools
  • 24. HACKING METRICS • Does this milk smell bad?
  • 25. IMPACT OF ALTMETRICS • • • • • • • • New ways to perform bibliometrics New ways to do research New ways to share and connect Recent articles will have more altmetrics Discipline-specific measures of impact Tenure and promotion considerations Researcher’s dissemination will evolve At some point will become customary
  • 26. COMING SOON • NISO Alternative Assessment Metrics (Altmetrics) Project • Here Comes the Sunburst: Measuring and Visualizing Scholarly Impact – Sunday 11/10 – 9:00 am