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Redefining research impact
William Gunn
Head of Academic Outreach, Mendeley
@mrgunn
https://orcid.org/0000-0002-3555-2054
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Citations are too slow
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Google Analytics for research
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New data on research impact
Get better data on researcher engagement with research
Get it faster
Serve all the stakeholders in research
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...and aggregates research data in the cloud
Mendeley extracts research data…
Mendeley is not just a reference manager!
Install Mendeley Desktop
Collecting rich signals from domain experts.
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Rich user profile data
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Instrumenting the research workflow
• 2.6 Million users
• 470 M documents
• 4-700K uploads per day
• 90% coverage of Pubmed
• Accessible alternative to citations
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Instrumenting the Research Workflow
Search
Read Annotate Organize
Write
Import
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altmetrics show broader impact
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http://www.asis.org/Bulletin/Apr-13/AprMay13_Lin_Fenner.html
altmetrics show broader impact
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What would people build if they could get the data?
• Impact Story – get credit for all your work
• PLOS ALM – article-level metrics for papers
• Plum Analytics – bespoke analytics for libraries (EBSCO)
• Altmetric.com – altmetrics for publishers. (Digital Science)
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New data on research impact
Get better data on researcher engagement with research
Get it faster
Serve all the stakeholders in research
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Personalized Impact
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New forms of discovery
• Mendeley Suggest
– personalized recommendations based on reading history
• related articles
– relatedness based on document similarity
• third-party platforms
– PubChase, ScienceScape, myScienceWork, Docphin
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Secondary literature
Off-line
• Correspondence to journals
• peer review
Online
• peer review
• comments at publishers website (PLOS, PeerJ)
• third-party platforms
– Pubmed Commons, Publons, Stack Exchange, Quora, blog posts
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Secondary publication
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Secondary publication
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How authors use Pubmed Commons
• Went public on Dec 19.
• ~700 comments
• 1 in 5 are from authors
• Commenters must have a paper in Pubmed to comment, but they’re publicly viewable
• Comments can be cited by PMID
http://pubmedcommonsblog.ncbi.nlm.nih.gov/2013/12/13/expanding-and-updating-the-record-authors-using-pubmed-commons/
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• 50% of comments
– add study data
– link to full free text
– give updates related specifically to that publication
– link to newer publications
• 10% used it to add errata or notify readers that the conclusions no longer hold
• only 2 used it to talk about how great their own paper is
How authors use Pubmed Commons
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How authors use Pubmed Commons
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Issues To Be Addressed
• Identity
• Privacy
• Attribution
• Gaming
• Filtration
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Identity
• Mendeley - http://www.mendeley.com/profiles/jonathan-eisen/
• Scopus - http://www.scopus.com/authid/detail.url?authorId=35247902700
• Pubmed - http://www.ncbi.nlm.nih.gov/myncbi/[email protected]/comments/
• ORCID - http://orcid.org/0000-0002-0159-2197
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Building a reproducibility dataset
• Mendeley and Science Exchange have started the Reproducibility Initiative
• working with Figshare & PLOS to host data & replication reports
• building open datasets backing high-impact work
• http://cos.io/cancerbiology