Traditional metrics, such as the h-index and journal impact factors, are used to measure the scholarly impact of research. However, in the current climate of accountability by funding providers, fund recipients would benefit from a more comprehensive impact management system (IMS) to facilitate the capture and reporting of narratives (including metrics) about research impact in the academy, on social policy, in industry, and ultimately with the public.
Librarians have always been good at telling and facilitating stories. Research support librarians can use their storytelling skills to contribute to the implementation and administration of an impact management system. Being able to translate research impact into harvestable and reportable metadata is the key.
1. Impact beyond metrics: Telling
your research impact story
Research Support Community Day
Brisbane, Australia, 11 February 2013
Pat Loria
Research Librarian
University of Southern Queensland
2. Limitations of traditional metrics
Scholarly Public
Recommended Faculty of 1000 Popular press
Cited Traditional citations Wikipedia
Discussed Scholarly blogs Facebook, Twitter
Saved Mendeley, CiteULike Delicious
Viewed PDF views HTML views
Adapted from Jason Priem, Altmetrics and Revolutions:
https://docs.google.com/presentation/pub?id=1Y4JnchsmHHiOQdJsEpQr33qm
MWqhZJrPTDAg1cZoCcI&start=false&loop=false&delayms=3000#slide=id.i0
3. Limitations of traditional metrics
Scholarly Public
Recommended Faculty of 1000 Popular press
Cited Traditional citations Wikipedia
Discussed Scholarly blogs Facebook, Twitter
Saved Mendeley, CiteULike Delicious
Viewed PDF views HTML views
Adapted from Jason Priem, Altmetrics and Revolutions:
https://docs.google.com/presentation/pub?id=1Y4JnchsmHHiOQdJsEpQr33qm
MWqhZJrPTDAg1cZoCcI&start=false&loop=false&delayms=3000#slide=id.i0
4. Three generations of impact metrics
Journal- Author- Article-
level level level
metrics metrics metrics
5. Different levels of metrics
Journal-level metrics
Journal impact factor
SJR & SNIP
Author-level metrics
Citations per Paper (CPP)
H-index
Article-level metrics
Articles, datasets, blogs, code, artistic creations
Citations, mentions, views, downloads, etc.
Altmetric bookmarklet, ImpactStory, etc.
6. USQ and the NCP calculator
NCP: Normalized Citations per Paper
Developed by USQ (Library and Systems)
Uses Scopus RDCP data to normalize
Normalization creates a level playing field
Citations in low visibility/low citing fields
normalized up
Citations in high visibility/high citing fields
normalized down
Source code for NCP calculator to be released
soon on GitHub
8. Measuring impact beyond academia
…impact is defined in a similar way as for the
UK REF, i.e. “an effect on, change, benefit to the
economy, society, culture, public policy or
services, health, the environment or quality of
life beyond academia”.
ATN and Go8, Guidelines for completion of case studies in
ATN/Go8 EIA Impact Assessment Trial: June – August 2012,
http://www.atn.edu.au/eia/Docs/EIA_Trial_Guidelines_FINAL.pdf
9. Measuring impact beyond academia
Impact Case Study (ATN & Go8, similar to REF)
Institution
SEO codes • Overheads?
• Data sources?
Title of Case Study
Context
Summary of Case Study Impact
Details of Impact
Research underpinning Impact
Research outputs from research underpinning impact
Additional information:
Validation of impact
People
Investment income
http://www.atn.edu.au/eia/Docs/EIA_Trial_Guidelines_FINAL.pdf
10. Alternative metrics or altmetrics
[A]ltmetrics is the creation and study of new
metrics based on the Social Web for
analyzing, and informing scholarship.
http://altmetrics.org/about/
12. Altmetric bookmarklet
Free bookmark for Chrome, Firefox and Safari
Click on while viewing paper for impact data
Altmetric API can be embedded into second
and third-party platforms, apps and mashups
Only works on PubMed, arXiv or DOI
Only supports publishers who embed Google
Scholar friendly citation metadata
Twitter mentions are only available for articles
published since July 2011
Example: Oxidants, antioxidants and the current
incurability of metastatic cancers
13. Altmetric bookmarklet
http://www.altmetric.com/bookmarklet.php
Counts Disadvantages / Bugs
Altmetric score Difficult to explain
Tweeters
Facebook users
News outlets
Science blogs
Google+ users
Mendeley readers
CiteULike readers
Connotea readers
Bookmarklet only works on PubMed, arXiv or pages containing a DOI
Only supports publishers who embed Scholar friendly citation metadata
Twitter mentions are only available for articles published since July 2011
14. ImpactStory.org
Artefact type Counts Known Bugs 12/12
Journal article Topsy Twitter coverage weak
Dataset Science Seeker Different results for DOI
Software PubMed and URL searches
Slides Dryad Missing metrics
Generic SlideShare Metrics too low
Wikipedia
Figshare
PLoS Search
PLoS ALM
Delicious
Facebook No link to mentions
Scopus
CiteULike
GitHub
Mendeley
18. PlumAnalytics.com
Usage - Downloads, views, book holdings,
ILL, document delivery
Captures - Favourites, bookmarks, saves,
readers, groups, watchers
Mentions - blog posts, news stories,
Wikipedia articles, comments, reviews
Social media - Tweets, +1's, likes, shares,
ratings
Citations - Web of Science, Scopus, Google
Scholar, Microsoft Academic Search
19. PlumAnalytics.com
articles presentations
book chapters source code
books videos
clinical trials greatest sources
datasets researcher graph
figures group metrics
grants paid service
patents no API available
20. Reasons to use altmetrics
Same reasons as using traditional metrics:
Grants, promotions, staff/program review
Review research dissemination strategy
Measure of influence and reach of output
Publishers can add value for authors/readers
Informed decisions by research managers
Comprehensive view of impact for funders
“Citation graph data is like Chekhov’s gun:
once on stage, it has to be fired.” (Peter Vinkler,
cited by Jason Priem, Altmetrics and Revolutions)
21. Article Level Metrics (ALMs)
“Article-Level Metrics are a comprehensive set of
impact indicators that enable numerous ways to
assess and navigate research most relevant to
the field” (http://article-level-metrics.plos.org/alm-info/)
33. Librarian as storyteller
Image: http://kassonpubliclibrary.blogspot.com.au/2010/03/spring-planting-at-library-storytime.html
34. Advantages of IMS
Facilitates storytelling of research impact
Saves time for researchers and managers
Enables internal and external reporting
Evidence base for individual/program review
Accommodates government requirements
Data for case studies and grant applications
Impact captured for longitudinal analysis
Best IMS support transfer of data to other IMS
Managing impact: a new research literacy?
35. Take-aways
Holistic impact monitoring and reporting
Make it easy for academics and managers
Do you need an impact management system?
What is your research impact story?
http://jeps.efpsa.org/blog/2012/06/20/maximizing-research-impact/
36. Research impact discussion
Pat Loria
Email: pat.loria@usq.edu.au
Twitter: @pat_loria
Image: http://www.duffysrehab.com/blog/want-to-make-an-impact-consider-betty-ford