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Making an impact
Scientific profiles
Bibliometric indicators
Nicolás Robinson-García
@nrobinsongarcia
o Motivation
o Digital identity and reputation
o How-to guide: tools for disseminating
scientific papers
o Bibliometrics 101
------------------------------------------------------
o Open Access and online visibility
Agenda
Motivation
The role of a scientist
“The goal of scientific research is
publication”
Day, R. Gastel, B. 2012 How to write and publish a scientific paper [7th
ed]. Cambridge University Press
The role of a scientist
The role of a scientist
Publishing does no longer ensure communicating
The role of a scientist
Still, scientific journals perform an important
role in the scholarly communication system as
gatekeepers of science
PEER REVIEW PROCESS
Balancing careers
Academic
career
Scientific career Community career
Based on Gläser & Laudel, 2011
Research
achievements
Peers’
recognition
Career
advancement
VISIBILITY
IMPACT
Digital identity
and reputation
o From scientific to digital reputation
o Reputation and misconduct
o Building a digital identity
Going digital
The two worlds
Going digital
The two audiences
The web as a
scholarly
communication
tool
Publishing as a
scientific
communication
tool
The worldThe scientists
Going digital
Reasons for disseminating research
o Social outreach
o Influencing public opinion
o Self-presentation
HOWEVER…
One cannot have a digital scientific
reputation if they have no previous
scientific reputation
Going digital
Going digital
Digital reputation
A
Digital
Identity
B
What they
say about
us
C
Positioning
Going digital
Digital Identity What they say about us Positioning
Going digital
Early career researchers and postdocs are
permanently in the market
Also, they tend to change often of
institution
It is advisable to create your own personal
website
Going digital
Some examples
Going digital
Some examples
Going digital
Some examples
Going digital
BASIC PRINCIPLES
1. Always updated
2. Easy to maintain
3. Not only for others BUT ALSO for you
WHO DO YOU WANT TO BE?
Building a digital identity
Type of profile
Speaker
Researcher
Innovative
Miscellaneous
Channel
Web
Blogs
Networks
…there are hundreds of tools…
Style
Formal vs Informal
Scientific vs
Personal
Misc.
WHO DO YOU WANT TO BE?
Building a digital identity
Audience
Audience – ej. journalists
Community – ej. country
Contacts – ej. selective
Objective
Dissemination of publications
Discuss results
Alert
Share resources
Paco Herrera
Science communication
Selective audience
Facebook
Informal style
Ismael Ràfols
Science communication
International audience
Institutional blogs
Formal style
Daniel Torres
Professional + Sci comm
National audience
Twitter
Informal style
Some examples…
Demos:
How-to guides
o Depositing a paper in a repository
o Dealing with complementary material and
data sets
o Making your research visible
o Managing scientific information
Depositing a paper
Analyze the OA policy of the journal
Choose a repository
Prepare the post-print
Deposit!!
Depositing a paper
• Journal’s website
• Sherpa/Romeo - Dulcinea
OA journals’ policies
• Arxiv
• PaleoArxiv
Repository
• Example A (versions)
• Example B (reference)
Post-print
Complementary material
Analyze the journal’s policy
What do you want to share?
Choose a repository
Deposit!!
Complementary material
• Journal’s website
Data sharing policy
• Material - Paper
• Data - Paper
• Code - Paper
Material, data and code
• DataCite
• Re3Data
Where to deposit
Visible research
Deposit in a repository
Link from your website
Tweet, blog, spread the word
Managing sci information
Create a profile in Google Scholar
Add new publications
Manage your publications
Create Citation Alerts
Monitoring social media
BASIC TOOLS
Wrapping up
OA policies -> Sherpa/Romeo
Repositories-> PaleoArxiv
Data -> FIGSHARE
Managing profiles -> Google Scholar
Monitoring social media -> Altmetric.com
Bibliometrics 101
o Citations and research evaluation
o Main bibliometric indicators
o Main data sources to retrieve citation data
o Pervasive effects and ill-informed use of
bibliometrics
Quantifying research
Governments absorbed, in the 1990s, the “new management”
ideology that focused on the evaluation of everything using
indicators and benchmarks as “objective” measures of efficiency
and return on investment
Gingras, 2014
o Solo scientists vs. research teams
o Doing research becomes expensive
o Economic constraints lead to deciding
where to cut funding
Quantifying research
USES OF BIBLIOMETRICS FOR RES. EVALUATION
University
rankings
Funding centres
Hiring processes
Research
projects
Citations ≈ Sci. impact
o Researchers’ contributions are measured by
their works
o The main dissemination channel for scientists
is the scientific journal
o References/citations reflect the influence of
the work of others
Citations ≈ Sci. impact
PRACTICAL SCIENCE CITATION INDEX THEORETICAL
IMPLICATIONS THE TOOL FOUNDATIONS
Some considerations
Citations are partial proxies of scientific impact
Context affects proxies (robustness)
Policies affect researchers’ behaviors (meaning)
There are well-known biases in citations
Citation distributions are highly skewed
Bibliometric indicators
Scientific
impact
Visibility
Leadershi
p
Social
capital
Productivity
Know.
transference
The H-Index
An author has an h index when at least h of her
publications has received at least h citations
Journal Impact Factor
The Journal Impact Factor does not reflect the
actual impact of all papers published in such journal
Number of citations received in year X to
publications from years X-1 and X-2
Total number of publications from years X-1 and
X-2
Quantifying research
[…] it is much easier to make a measurement than to ascertain
just what has been measured, and considerable caution must
therefore be exercised in any interpretations of the statistics of
publication.
Price, 1951
oChanges on researchers’ practices
oEffects on research agendas
oCitation gaming
Open Access and
online visibility
o Main milestones of the OA movement
o The roads to Open Access
o Some reflections on Open Access and
Scholarly Communication
The OA rainbow
Gold
Green
Bronze
Black
…
OA
A few publishers control an
increasingly higher share of
‘elite’ journals
The problem
THERE IS SOMETHING WRONG WITH THE PUBLISHING SYSTEM…
Which they sell to academic
institutions through a ‘big deal’
strategy
o Publishers impose their own collections
o Abusive increases on pricing, up to 20%
o Libraries acquire journals that are never used
The problem
… ALL OF THIS LEADS TO THE BEGINNING OF THE OPEN ACCESS
Government funds research
Researchers publish
their results
in peer reviewed
scientific journals
Publishers edit
these papers
and sell them
back to them
through
libraries
Researchers access
their papers through
suscription
The paradox
1991 - Paul Ginsparg launches ARXIV
The alternative
2002 - Budapest Open Access Initiative
2002 - Doris Lessig develops the Creative
Commons licenses
Government funds research
Researchers publish
their results
in peer reviewed
scientific journals
Publishers edit
these papers
and sell them
back to them
through
libraries
THIS ARE
OFFERED IN
OPEN ACCESS
GRATIS
Researchers access
their papers through
suscription
Researchers publish
their papers in
journals or
repositories
The alternative
The revolution
The key to all these issues is the right of authors to achieve easily-
accessible distribution of their work. If you would like to declare
publicly that you will not support any Elsevier journal unless they
radically change how they operate…
THE COST OF KNOWLEDGE 2013
The revolution
We need to download scientific journals
and upload them to file sharing networks.
We need to fight for Guerilla Open Acces
Swartz
† 1986-2013
Robin Hoods of Science
Robin Hoods of Science
Alexandra
Elbakyan
Recommendation on access to and
preservation of scientific information
States that “Policies on open access to scientific research results
should apply to all research that receives public funds.
EU Open Access policy
Implementing OA
GREEN
ROAD
GOLD
ROAD
The Roads to OA
Self-archiving Journals
The Roads to OA
The author is responsible of
ensuring open and free universal
to its work
WEBSITE REPOSITORY
A repository, deposit or archive is a centralized
place where digital information is stored and
preserved, normally databases or digital files
• Institutional
• Thematic
• Articles
• Data
The Roads to OA
The Roads to OA
Benefits of repositories
o They ensure universal and permanent access
o They use metadata to describe content and make it
easier for research engines to find it
o They use permanent URLs that ensure sustainability
of hyperlinks.
Peer
Review
Accepted for
publication
Published
version
PRE
PRINT
POST
PRINT
PUBLISHER
VERSION
SUBMIT
TO
JOURNAL
The Roads to OA
Personal Website Repository+
The Roads to OA
My advice:
The Roads to OA
OPEN
ACCESS
HYBRID
MODEL
FULL
OPEN
ACCESS
OPEN
ACCESS
AUTHOR
PAYS
Models of Open Access journals
Author pays model
JOURNAL Euros per article Articles 2010 Benefits 2010
Genome Biology (BMC) 1.800 € 155 279.000 €
Breast Cancer Res. (BMC) 1.345 € 138 185.610 €
PLoS One 987 € 6.690 6.603.030 €
PLoS Medicine 2.120 € 85 180.200 €
Hybrid Model: British Medical Journal>2.500 €
The Roads to OA
The Roads to OA
The empire strikes back
The empire strikes back
PLOS One
Nature Springer
Hindawi Publishing
The empire strikes back
Who’s Afraid of Peer Review?
Bohannon, Science, 2014
Some reflections
BEWARE!
OA journals ≠ Predatory journals
Some reflections
At a crossroads
Gold OA, Green OA and Free access
Martín-Martín et al., 2018
Questions?
elrobinster@gmail.com
@nrobinsongarcia

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Making an impact: Scientific profiles and bibliometric indicators

  • 1. Making an impact Scientific profiles Bibliometric indicators Nicolás Robinson-García @nrobinsongarcia
  • 2. o Motivation o Digital identity and reputation o How-to guide: tools for disseminating scientific papers o Bibliometrics 101 ------------------------------------------------------ o Open Access and online visibility Agenda
  • 4. The role of a scientist “The goal of scientific research is publication” Day, R. Gastel, B. 2012 How to write and publish a scientific paper [7th ed]. Cambridge University Press
  • 5. The role of a scientist
  • 6. The role of a scientist Publishing does no longer ensure communicating
  • 7. The role of a scientist Still, scientific journals perform an important role in the scholarly communication system as gatekeepers of science PEER REVIEW PROCESS
  • 8. Balancing careers Academic career Scientific career Community career Based on Gläser & Laudel, 2011 Research achievements Peers’ recognition Career advancement VISIBILITY IMPACT
  • 9. Digital identity and reputation o From scientific to digital reputation o Reputation and misconduct o Building a digital identity
  • 11. Going digital The two audiences The web as a scholarly communication tool Publishing as a scientific communication tool The worldThe scientists
  • 12. Going digital Reasons for disseminating research o Social outreach o Influencing public opinion o Self-presentation
  • 13. HOWEVER… One cannot have a digital scientific reputation if they have no previous scientific reputation Going digital
  • 15. Going digital Digital Identity What they say about us Positioning
  • 16. Going digital Early career researchers and postdocs are permanently in the market Also, they tend to change often of institution It is advisable to create your own personal website
  • 20. Going digital BASIC PRINCIPLES 1. Always updated 2. Easy to maintain 3. Not only for others BUT ALSO for you
  • 21. WHO DO YOU WANT TO BE? Building a digital identity Type of profile Speaker Researcher Innovative Miscellaneous Channel Web Blogs Networks …there are hundreds of tools… Style Formal vs Informal Scientific vs Personal Misc.
  • 22. WHO DO YOU WANT TO BE? Building a digital identity Audience Audience – ej. journalists Community – ej. country Contacts – ej. selective Objective Dissemination of publications Discuss results Alert Share resources
  • 23. Paco Herrera Science communication Selective audience Facebook Informal style Ismael Ràfols Science communication International audience Institutional blogs Formal style Daniel Torres Professional + Sci comm National audience Twitter Informal style Some examples…
  • 24. Demos: How-to guides o Depositing a paper in a repository o Dealing with complementary material and data sets o Making your research visible o Managing scientific information
  • 25. Depositing a paper Analyze the OA policy of the journal Choose a repository Prepare the post-print Deposit!!
  • 26. Depositing a paper • Journal’s website • Sherpa/Romeo - Dulcinea OA journals’ policies • Arxiv • PaleoArxiv Repository • Example A (versions) • Example B (reference) Post-print
  • 27. Complementary material Analyze the journal’s policy What do you want to share? Choose a repository Deposit!!
  • 28. Complementary material • Journal’s website Data sharing policy • Material - Paper • Data - Paper • Code - Paper Material, data and code • DataCite • Re3Data Where to deposit
  • 29. Visible research Deposit in a repository Link from your website Tweet, blog, spread the word
  • 30. Managing sci information Create a profile in Google Scholar Add new publications Manage your publications Create Citation Alerts
  • 32. BASIC TOOLS Wrapping up OA policies -> Sherpa/Romeo Repositories-> PaleoArxiv Data -> FIGSHARE Managing profiles -> Google Scholar Monitoring social media -> Altmetric.com
  • 33. Bibliometrics 101 o Citations and research evaluation o Main bibliometric indicators o Main data sources to retrieve citation data o Pervasive effects and ill-informed use of bibliometrics
  • 34. Quantifying research Governments absorbed, in the 1990s, the “new management” ideology that focused on the evaluation of everything using indicators and benchmarks as “objective” measures of efficiency and return on investment Gingras, 2014 o Solo scientists vs. research teams o Doing research becomes expensive o Economic constraints lead to deciding where to cut funding
  • 35. Quantifying research USES OF BIBLIOMETRICS FOR RES. EVALUATION University rankings Funding centres Hiring processes Research projects
  • 36. Citations ≈ Sci. impact o Researchers’ contributions are measured by their works o The main dissemination channel for scientists is the scientific journal o References/citations reflect the influence of the work of others
  • 37. Citations ≈ Sci. impact PRACTICAL SCIENCE CITATION INDEX THEORETICAL IMPLICATIONS THE TOOL FOUNDATIONS
  • 38. Some considerations Citations are partial proxies of scientific impact Context affects proxies (robustness) Policies affect researchers’ behaviors (meaning) There are well-known biases in citations Citation distributions are highly skewed
  • 40. The H-Index An author has an h index when at least h of her publications has received at least h citations
  • 41. Journal Impact Factor The Journal Impact Factor does not reflect the actual impact of all papers published in such journal Number of citations received in year X to publications from years X-1 and X-2 Total number of publications from years X-1 and X-2
  • 42. Quantifying research […] it is much easier to make a measurement than to ascertain just what has been measured, and considerable caution must therefore be exercised in any interpretations of the statistics of publication. Price, 1951 oChanges on researchers’ practices oEffects on research agendas oCitation gaming
  • 43. Open Access and online visibility o Main milestones of the OA movement o The roads to Open Access o Some reflections on Open Access and Scholarly Communication
  • 45. A few publishers control an increasingly higher share of ‘elite’ journals The problem THERE IS SOMETHING WRONG WITH THE PUBLISHING SYSTEM… Which they sell to academic institutions through a ‘big deal’ strategy
  • 46. o Publishers impose their own collections o Abusive increases on pricing, up to 20% o Libraries acquire journals that are never used The problem … ALL OF THIS LEADS TO THE BEGINNING OF THE OPEN ACCESS
  • 47. Government funds research Researchers publish their results in peer reviewed scientific journals Publishers edit these papers and sell them back to them through libraries Researchers access their papers through suscription The paradox
  • 48. 1991 - Paul Ginsparg launches ARXIV The alternative 2002 - Budapest Open Access Initiative 2002 - Doris Lessig develops the Creative Commons licenses
  • 49. Government funds research Researchers publish their results in peer reviewed scientific journals Publishers edit these papers and sell them back to them through libraries THIS ARE OFFERED IN OPEN ACCESS GRATIS Researchers access their papers through suscription Researchers publish their papers in journals or repositories The alternative
  • 51. The key to all these issues is the right of authors to achieve easily- accessible distribution of their work. If you would like to declare publicly that you will not support any Elsevier journal unless they radically change how they operate… THE COST OF KNOWLEDGE 2013 The revolution
  • 52. We need to download scientific journals and upload them to file sharing networks. We need to fight for Guerilla Open Acces Swartz † 1986-2013 Robin Hoods of Science
  • 53. Robin Hoods of Science Alexandra Elbakyan
  • 54. Recommendation on access to and preservation of scientific information States that “Policies on open access to scientific research results should apply to all research that receives public funds. EU Open Access policy Implementing OA
  • 55. GREEN ROAD GOLD ROAD The Roads to OA Self-archiving Journals
  • 56. The Roads to OA The author is responsible of ensuring open and free universal to its work WEBSITE REPOSITORY
  • 57. A repository, deposit or archive is a centralized place where digital information is stored and preserved, normally databases or digital files • Institutional • Thematic • Articles • Data The Roads to OA
  • 58. The Roads to OA Benefits of repositories o They ensure universal and permanent access o They use metadata to describe content and make it easier for research engines to find it o They use permanent URLs that ensure sustainability of hyperlinks.
  • 60. Personal Website Repository+ The Roads to OA My advice:
  • 61. The Roads to OA OPEN ACCESS HYBRID MODEL FULL OPEN ACCESS OPEN ACCESS AUTHOR PAYS Models of Open Access journals
  • 62. Author pays model JOURNAL Euros per article Articles 2010 Benefits 2010 Genome Biology (BMC) 1.800 € 155 279.000 € Breast Cancer Res. (BMC) 1.345 € 138 185.610 € PLoS One 987 € 6.690 6.603.030 € PLoS Medicine 2.120 € 85 180.200 € Hybrid Model: British Medical Journal>2.500 € The Roads to OA
  • 65. The empire strikes back PLOS One Nature Springer Hindawi Publishing
  • 67. Who’s Afraid of Peer Review? Bohannon, Science, 2014 Some reflections BEWARE! OA journals ≠ Predatory journals
  • 69. At a crossroads Gold OA, Green OA and Free access Martín-Martín et al., 2018