SlideShare a Scribd company logo
Talking to researchers about metrics
Chris Belter, NIH Library
christopher.belter@nih.gov
Disclaimers
My opinions don’t reflect anyone else’s
My participation isn’t an endorsement of anything
Having the conversation
1. Acknowledge the elephant
2. Admit that metrics aren’t perfect
3. Point out that peer review isn’t, either
4. Bring data
1. The elephant in the room
2. About metrics
Assumption
• Citations measure impact
• Citations are objective
• Higher is better
• Citations are what count
Reality
• It’s complicated
• It’s complicated
• It’s complicated
• It’s complicated
3. About peer review
You provide a
CV / application
Reviewer looks
at your CV
Reviewer
(hopefully)
reads some
papers
A miracle
occurs
Reviewer
makes a
decision
3. Problems with peer review
• Conscious or unconscious bias
• Inconsistent or conflicting results
• Time- and resource-limited
Pros
Handles large data sets
Produces reproducible results
Impact according to a large
sample
Cons
Requires expertise to generate
and interpret
Only measures publications
Limited measure of impact
3. Pros and cons
4. Citation distributions
1
10
100
1,000
10,000
100,000
0 10 30 50 70 90
Numberofarticlesin2015
Times cited
4. Age and discipline effects
0
20
40
60
80
100
120
140
2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 2006
Top10%Baseline
Year of Publication
Biology & Biochemistry
Clinical Medicine
Molec Biol & Genetics
Neuroscience
Social Sciences
Recap: the conversation
1. Acknowledge the elephant
2. Admit that metrics aren’t perfect
3. Point out that peer review isn’t, either
4. Bring data
Questions?
Chris Belter
christopher.belter@nih.gov
301.451.5861
| 15| 15| 15
Researcher Profiles and Metrics
that Matter
Andrea Michalek
Vice President of Research Metrics, Product
Management
and Managing Director of Plum Analytics, Elsevier
June 8, 2017
| 16| 16| 16
Analyze the
strengths of
research at the
institution
Determine
where research is
a good potential
investment
Demonstrate
ROI (Return On
Investment) of
research money
Identify rising
stars amongst
the early career
researchers
Tell a better
narrative about
everything that
is happening
with research
Research Metrics Can Be Used to…
| 17| 17| 17
17
Different Researchers Have Different Needs for Metrics
| 18| 18| 18
Research Metrics Throughout the Research Process
18
| 19| 19| 19
Examples of Metrics
Journal Level
• CiteScore
• Journal Impact
Factor
• Scimago Journal
Rank (SJR)
• Source
Normalized
Impact Per Paper
(SNIP)
Article Level
• Citation Count
• Citations per paper
• Field-Weighted
Citation Impact (FWCI)
• Outputs in top quartile
• Citations in policy and
medical guidelines
• Usage
• Captures, e.g.
bookmarking
• Mentions
• Social media
Researcher Level
• Document Count
• h-Index
| 20| 20| 20
Users in Different Countries Select Different Metrics
Metric World Australia Canada China Germany Japan
United
Kingdom
United
States
Field-Weighted Citation
Impact
1 1 1 3 2 4 3 1
Outputs in Top Percentiles 2 2 3 1 4 1 1 6
Publications in Top Journal
Percentiles
3 4 2 2 6 2 2 5
Collaboration 4 6 6 5 1 3 5 7
Citations per Publication 5 3 7 6 3 5 4 3
Citation Count 6 5 5 4 8 6 6 2
h-indices 7 7 4 8 7 7 7 4
Usage of metrics available in SciVal’s Benchmarking module from 11 March 2014 to 28 June 2015.
A partial list of the metrics available at that time is shown, focusing on the most frequently-used. Scholarly Output it
excluded since this is the default.
Note that recently added metrics based on e.g. media mentions and awards data were not available at this time and so are
not represented in this analysis.
| 21| 21| 21
Types of Research Output
| 22| 22| 22
2-5
years
Idea
Blog Post
?
years
Grant
Conference
3-5
years
Video
Citations
Metrics timeline:
From Idea to Impact
It can take at least 2 - 5 years
from idea to a published
peer-reviewed journal article
Old Paradigm New Paradigm
Due to the pace of scholarly
publishing, it takes another 3 - 5
years from the time the work is
published to get to critical mass
of citation counts
From idea to measurable
citation counts can take
5 - 10 years
Metrics
available
immediately
citation counts
presentation view
share
save reference
bookmark
PDF download
click
video play
dataset download
citation counts
tweet
Publication
| 23| 23| 23
ACI
Amazon
Airiti
bepress
bit.ly
CABI
CrossRef
Delicious
Dryad
dSpace
DynaMed Plus
EBSCO
ePrints
Facebook
figshare
Github
Goodreads
Google+
Mendeley
NICE (UK)
OJS Journals
PLOS
PubMed
PubMed Central
Reddit
RePEc
SciElo
Scopus
SlideShare
SourceForge
SSRN
Stack Exchange
Twitter
USPTO
Vimeo
Wikipedia
Worldcat
(OCLC)
YouTube
DMP
Sources of Metrics
| 24| 24| 24
USAGE
(clicks, downloads, views,
library holdings, video plays)
CAPTURES
(bookmarks, code forks, favorites,
readers, watchers)
MENTIONS
(blog posts, comments, reviews,
Wikipedia links)
SOCIAL MEDIA
(+1s, likes, shares, tweets)
CITATIONS
(citation indexes, patents,
clinical, policy)
Categorizing Metrics for Analysis
| 25| 25| 25
How Do You Measure Research Output
| 26| 26| 26
Expanding Metrics:
Measuring Policy and Clinical Citations
• Basic research is cited three to five times more than clinical
research
• Early-career researchers are opting out of studying translational
medicine
• When output is cited in a policy document or a clinical guideline 
New metrics can help the researcher tell their story
| 27| 27| 27
Golden Rules for Using Research Metrics
Use both qualitative and
quantitative input into your
decisions
Use more than one research
metric as the quantitative input
Using multiple metrics drives desirable
changes in behaviour
There are lots of different ways of
being excellent
A research metric’s strengths can
complement the weaknesses of others
Combining both approaches will get
you closer to the whole story
Valuable intelligence is available from
the points where these approaches
differ in their message
This is about benefitting from the
strengths of both approaches, not
about replacing one with the other
| 28| 28| 28
Responsible Metrics
• Robustness: basing metrics on the best possible data in terms of accuracy and scope
• Humility: recognizing that quantitative evaluation should support – but not supplant –
qualitative, expert assessment
• Transparency: keeping data collection and analytical processes open and transparent,
so that those being evaluated can test and verify the results
• Diversity: accounting for variation by field, and using a variety of indicators to support
diversity across the research system
• Reflexivity: recognizing systemic and potential effects of indicators and updating them in
response
http://www.hefce.ac.uk/pubs/rereports/year/2015/metrictide/
| 29| 29| 29
Mechanisms for Gathering Metrics is Important
Describe all
known limitations
of the data.
Provide a clear
definition of
each metric.
Describe how
data are
aggregated.
Detail how
often data are
updated.
From the NISO Code of Conduct for altmetrics
| 30| 30| 30
www.elsevier.com/research-intelligence
Thank you
Email andrea@plumanalytics.com
Mobile +1 215.280.1805
Twitter @amichalek
ORCID implementation at
Northumbria University
Ellen Cole
Scholarly Publications Librarian, Student and Library Services
http://orcid.org/0000-0002-1293-2599
 Northumbria University is a research-rich, business focused
University in Newcastle-upon-Tyne
 Three campuses: two in Newcastle, one in London
 27,167 students
 3200 employees / 1385 academic staff
 Comprehensive subject coverage over four faculties
 Faculty of Engineering & Environment
 Faculty of Health & Life Sciences
 Faculty of Arts, Design & Social Sciences
 Faculty of Business & Law
Scholarly Publications
A team (one librarian, two FTE library
assistants) providing a central support
service for academic staff and
postgraduate research students.
• Research Excellence Framework
• Bibliometrics
• Research Data Management
• Publications module of Pure
• Open Access
• Institutional OA fund
• Institutional repository
• Compliance with Higher
Education Funding Council
England and Research Councils
UK OA policies
• Northumbria Journals
ORCID in 2013
 Adding ORCID to an existing
programme of research
training and research events
 Soft promotion: email
signatures, flyers and posters
 Adding a secondary identifier
to the institutional repository
 Gaining endorsement from
senior research committees
Jisc-ARMA ORCID pilot projects
“The aim of the pilot project is to streamline
the ORCID implementation process at universities and to develop
the best value approach for a potential UK wide adoption of
ORCID in higher education.”
https://orcidpilot.jiscinvolve.org/wp/
“Embedding ORCID across researcher career paths”
 New centralised, online
research process for
postgraduate research
students
 Optional submission of
ORCID to HESA (Higher
Education Statistics
Agency) annual return for
students
 An opportunity to
integrate ORCID at most
useful point for individual
and institution
ORCID in 2017
 Established as part of the
postgraduate researcher workflow
 About to roll out for staff using Pure
 Well embedded in skills training for
staff and students
 Library’s Researcher Development
Week training sessions
 Online guidance for publishing
 Research and Innovation Services
and Graduate School training
 Important part of Scholarly
Publications processes
Research metrics
 Regular reporting to
senior faculty staff
and committees,
focusing on
benchmarking against
other institutions and
collaboration
 ORCID assists with
accurate identification
of Northumbria
authors
 Embed information about ORCID wherever its relevant
 Maintain a central point of contact and support
 Technical integration not necessarily required
 …but definitely has advantages for accurate and timely capture
 Emphasise the benefit to the individual not the institution
It’s time for a new standard of journal citation impact.
Don’t Speculate. Validate.
CurrentTransparentComprehensive
Based on Scopus, the world’s
largest abstract and citation
database
CiteScore metrics are available
for 22,618 serial titles on
Scopus: journals, book series,
conference proceedings and
trade publications
CiteScore metrics are available
for free
CiteScore metrics are easy to
calculate for yourself
The underlying database is
available for you to interrogate
CiteScore Tracker is updated
monthly
New titles will have CiteScore
metrics the year after they are
indexed by Scopus
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Researcher profiles and metrics that matter

  • 1.
  • 2. Talking to researchers about metrics Chris Belter, NIH Library christopher.belter@nih.gov
  • 3. Disclaimers My opinions don’t reflect anyone else’s My participation isn’t an endorsement of anything
  • 4. Having the conversation 1. Acknowledge the elephant 2. Admit that metrics aren’t perfect 3. Point out that peer review isn’t, either 4. Bring data
  • 5. 1. The elephant in the room
  • 6. 2. About metrics Assumption • Citations measure impact • Citations are objective • Higher is better • Citations are what count Reality • It’s complicated • It’s complicated • It’s complicated • It’s complicated
  • 7. 3. About peer review You provide a CV / application Reviewer looks at your CV Reviewer (hopefully) reads some papers A miracle occurs Reviewer makes a decision
  • 8. 3. Problems with peer review • Conscious or unconscious bias • Inconsistent or conflicting results • Time- and resource-limited
  • 9. Pros Handles large data sets Produces reproducible results Impact according to a large sample Cons Requires expertise to generate and interpret Only measures publications Limited measure of impact 3. Pros and cons
  • 10. 4. Citation distributions 1 10 100 1,000 10,000 100,000 0 10 30 50 70 90 Numberofarticlesin2015 Times cited
  • 11. 4. Age and discipline effects 0 20 40 60 80 100 120 140 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 2006 Top10%Baseline Year of Publication Biology & Biochemistry Clinical Medicine Molec Biol & Genetics Neuroscience Social Sciences
  • 12. Recap: the conversation 1. Acknowledge the elephant 2. Admit that metrics aren’t perfect 3. Point out that peer review isn’t, either 4. Bring data
  • 14.
  • 15. | 15| 15| 15 Researcher Profiles and Metrics that Matter Andrea Michalek Vice President of Research Metrics, Product Management and Managing Director of Plum Analytics, Elsevier June 8, 2017
  • 16. | 16| 16| 16 Analyze the strengths of research at the institution Determine where research is a good potential investment Demonstrate ROI (Return On Investment) of research money Identify rising stars amongst the early career researchers Tell a better narrative about everything that is happening with research Research Metrics Can Be Used to…
  • 17. | 17| 17| 17 17 Different Researchers Have Different Needs for Metrics
  • 18. | 18| 18| 18 Research Metrics Throughout the Research Process 18
  • 19. | 19| 19| 19 Examples of Metrics Journal Level • CiteScore • Journal Impact Factor • Scimago Journal Rank (SJR) • Source Normalized Impact Per Paper (SNIP) Article Level • Citation Count • Citations per paper • Field-Weighted Citation Impact (FWCI) • Outputs in top quartile • Citations in policy and medical guidelines • Usage • Captures, e.g. bookmarking • Mentions • Social media Researcher Level • Document Count • h-Index
  • 20. | 20| 20| 20 Users in Different Countries Select Different Metrics Metric World Australia Canada China Germany Japan United Kingdom United States Field-Weighted Citation Impact 1 1 1 3 2 4 3 1 Outputs in Top Percentiles 2 2 3 1 4 1 1 6 Publications in Top Journal Percentiles 3 4 2 2 6 2 2 5 Collaboration 4 6 6 5 1 3 5 7 Citations per Publication 5 3 7 6 3 5 4 3 Citation Count 6 5 5 4 8 6 6 2 h-indices 7 7 4 8 7 7 7 4 Usage of metrics available in SciVal’s Benchmarking module from 11 March 2014 to 28 June 2015. A partial list of the metrics available at that time is shown, focusing on the most frequently-used. Scholarly Output it excluded since this is the default. Note that recently added metrics based on e.g. media mentions and awards data were not available at this time and so are not represented in this analysis.
  • 21. | 21| 21| 21 Types of Research Output
  • 22. | 22| 22| 22 2-5 years Idea Blog Post ? years Grant Conference 3-5 years Video Citations Metrics timeline: From Idea to Impact It can take at least 2 - 5 years from idea to a published peer-reviewed journal article Old Paradigm New Paradigm Due to the pace of scholarly publishing, it takes another 3 - 5 years from the time the work is published to get to critical mass of citation counts From idea to measurable citation counts can take 5 - 10 years Metrics available immediately citation counts presentation view share save reference bookmark PDF download click video play dataset download citation counts tweet Publication
  • 23. | 23| 23| 23 ACI Amazon Airiti bepress bit.ly CABI CrossRef Delicious Dryad dSpace DynaMed Plus EBSCO ePrints Facebook figshare Github Goodreads Google+ Mendeley NICE (UK) OJS Journals PLOS PubMed PubMed Central Reddit RePEc SciElo Scopus SlideShare SourceForge SSRN Stack Exchange Twitter USPTO Vimeo Wikipedia Worldcat (OCLC) YouTube DMP Sources of Metrics
  • 24. | 24| 24| 24 USAGE (clicks, downloads, views, library holdings, video plays) CAPTURES (bookmarks, code forks, favorites, readers, watchers) MENTIONS (blog posts, comments, reviews, Wikipedia links) SOCIAL MEDIA (+1s, likes, shares, tweets) CITATIONS (citation indexes, patents, clinical, policy) Categorizing Metrics for Analysis
  • 25. | 25| 25| 25 How Do You Measure Research Output
  • 26. | 26| 26| 26 Expanding Metrics: Measuring Policy and Clinical Citations • Basic research is cited three to five times more than clinical research • Early-career researchers are opting out of studying translational medicine • When output is cited in a policy document or a clinical guideline  New metrics can help the researcher tell their story
  • 27. | 27| 27| 27 Golden Rules for Using Research Metrics Use both qualitative and quantitative input into your decisions Use more than one research metric as the quantitative input Using multiple metrics drives desirable changes in behaviour There are lots of different ways of being excellent A research metric’s strengths can complement the weaknesses of others Combining both approaches will get you closer to the whole story Valuable intelligence is available from the points where these approaches differ in their message This is about benefitting from the strengths of both approaches, not about replacing one with the other
  • 28. | 28| 28| 28 Responsible Metrics • Robustness: basing metrics on the best possible data in terms of accuracy and scope • Humility: recognizing that quantitative evaluation should support – but not supplant – qualitative, expert assessment • Transparency: keeping data collection and analytical processes open and transparent, so that those being evaluated can test and verify the results • Diversity: accounting for variation by field, and using a variety of indicators to support diversity across the research system • Reflexivity: recognizing systemic and potential effects of indicators and updating them in response http://www.hefce.ac.uk/pubs/rereports/year/2015/metrictide/
  • 29. | 29| 29| 29 Mechanisms for Gathering Metrics is Important Describe all known limitations of the data. Provide a clear definition of each metric. Describe how data are aggregated. Detail how often data are updated. From the NISO Code of Conduct for altmetrics
  • 30. | 30| 30| 30 www.elsevier.com/research-intelligence Thank you Email andrea@plumanalytics.com Mobile +1 215.280.1805 Twitter @amichalek
  • 31. ORCID implementation at Northumbria University Ellen Cole Scholarly Publications Librarian, Student and Library Services http://orcid.org/0000-0002-1293-2599
  • 32.  Northumbria University is a research-rich, business focused University in Newcastle-upon-Tyne  Three campuses: two in Newcastle, one in London  27,167 students  3200 employees / 1385 academic staff  Comprehensive subject coverage over four faculties  Faculty of Engineering & Environment  Faculty of Health & Life Sciences  Faculty of Arts, Design & Social Sciences  Faculty of Business & Law
  • 33. Scholarly Publications A team (one librarian, two FTE library assistants) providing a central support service for academic staff and postgraduate research students. • Research Excellence Framework • Bibliometrics • Research Data Management • Publications module of Pure • Open Access • Institutional OA fund • Institutional repository • Compliance with Higher Education Funding Council England and Research Councils UK OA policies • Northumbria Journals
  • 34. ORCID in 2013  Adding ORCID to an existing programme of research training and research events  Soft promotion: email signatures, flyers and posters  Adding a secondary identifier to the institutional repository  Gaining endorsement from senior research committees
  • 35. Jisc-ARMA ORCID pilot projects “The aim of the pilot project is to streamline the ORCID implementation process at universities and to develop the best value approach for a potential UK wide adoption of ORCID in higher education.” https://orcidpilot.jiscinvolve.org/wp/
  • 36. “Embedding ORCID across researcher career paths”  New centralised, online research process for postgraduate research students  Optional submission of ORCID to HESA (Higher Education Statistics Agency) annual return for students  An opportunity to integrate ORCID at most useful point for individual and institution
  • 37. ORCID in 2017  Established as part of the postgraduate researcher workflow  About to roll out for staff using Pure  Well embedded in skills training for staff and students  Library’s Researcher Development Week training sessions  Online guidance for publishing  Research and Innovation Services and Graduate School training  Important part of Scholarly Publications processes
  • 38. Research metrics  Regular reporting to senior faculty staff and committees, focusing on benchmarking against other institutions and collaboration  ORCID assists with accurate identification of Northumbria authors
  • 39.  Embed information about ORCID wherever its relevant  Maintain a central point of contact and support  Technical integration not necessarily required  …but definitely has advantages for accurate and timely capture  Emphasise the benefit to the individual not the institution
  • 40. It’s time for a new standard of journal citation impact. Don’t Speculate. Validate. CurrentTransparentComprehensive Based on Scopus, the world’s largest abstract and citation database CiteScore metrics are available for 22,618 serial titles on Scopus: journals, book series, conference proceedings and trade publications CiteScore metrics are available for free CiteScore metrics are easy to calculate for yourself The underlying database is available for you to interrogate CiteScore Tracker is updated monthly New titles will have CiteScore metrics the year after they are indexed by Scopus