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Altmetrics and
Emerging Measures
of Impact!
!   Presentation	
  to	
  Emerging	
  Researcher	
  Programme	
  
    University	
  of	
  Cape	
  Town,	
  28	
  November	
  2012	
  
!   	
  
    Michelle	
  Willmers	
  
    Scholarly	
  Communication	
  in	
  Africa	
  Programme	
  
    CC-­‐BY-­‐SA	
  
Defining Scholarly
Communication in the
internet era                                    (Thorin, 2003)!




-­‐	
  	
  	
  Conducting	
  research,	
  developing	
  ideas	
  and	
  informal	
  communications.	
  
-­‐  Preparing,	
  shaping	
  and	
  communicating	
  what	
  will	
  become	
  formal	
  
               research	
  outputs.	
  
-­‐  Disseminating	
  formal	
  outputs.	
  
-­‐  Managing	
  personal	
  careers,	
  and	
  research	
  teams	
  and	
  programmes.	
  
-­‐  Communicating	
  scholarly	
  ideas	
  to	
  broader	
  communities.	
  
	
  
	
  	
  	
  
	
  
the world has
 changed radically
    (and so has scholarly
       communication) 	
  

>	
  What	
  does	
  this	
  mean	
  for	
  how	
  we	
  think	
  about	
  the	
  impact	
  of	
  our	
  
research,	
  and	
  how	
  we	
  reward	
  it?	
  
>	
  Given	
  the	
  current	
  challenges	
  in	
  African	
  higher	
  education,	
  what	
  does	
  
impact	
  assessment	
  mean	
  in	
  our	
  context?	
  
>	
  How	
  do	
  we	
  move	
  beyond	
  journal	
  Impact	
  Factor	
  as	
  sole	
  measure?	
  
Tracking traditional
              	
  	
  
citation of new forms of
scholarship!
… And new forms of citing
             	
  	
  
traditional scholarship!
What does a
                 scholarly
               communication
               activity system
	
  	
  	
       look like?!
                      	
  
S C H O L A R L Y 	
   C O M M U N I C A T I O N 	
  

                                                                                                                                                         Journal	
  Ar*cles	
  
                                                                                                                                                     Conference	
  Papers	
  
                                                                                                                                                      Technical	
  Reports	
  
                                                                                                                                                         Working	
  Papers	
  
                                                        T O O L S 	
   	
   A N D 	
   S E R V I C E S 	
  




                                                                                                                                                              Policy	
  Briefs	
  
                                                                                                                                                                 Blog	
  Posts	
  
                                                                                                                                                                     Tweets	
  

                                                                                                                                                                     E-­‐mails	
  
                                                                                                                                             Collabora*ve	
  Documents	
  

                                                                                                                                                        Images	
  &	
  Videos	
  

                                                                                                                                             Anima*ons	
  &	
  Simula*ons	
  
                                                                                                                                                            Presenta*ons	
  


                                                                                                                   P R E S E R V A T I O N 	
   A N D 	
   C U R A T I O N 	
  


                                                                                                                               Digital	
  
                                                                                                              Repository	
                         OER	
  Portal	
                   Website	
     LMS	
  
                                                                                                                               Library	
  
We tend to treat the holistic system like an iceberg…
S C H O L A R L Y 	
   C O M M U N I C A T I O N 	
  

                                                                                                                                                         Journal	
  Ar*cles	
  
                                                                                                                                                     Conference	
  Papers	
  
                                                                                                                                                      Technical	
  Reports	
  
                                                                                                                                                         Working	
  Papers	
  
                                                        T O O L S 	
   	
   A N D 	
   S E R V I C E S 	
  




                                                                                                                                                              Policy	
  Briefs	
  
                                                                                                                                                                 Blog	
  Posts	
  
                                                                                                                                                                     Tweets	
  

                                                                                                                                                                     E-­‐mails	
  
                                                                                                                                             Collabora*ve	
  Documents	
  

                                                                                                                                                        Images	
  &	
  Videos	
  

                                                                                                                                             Anima*ons	
  &	
  Simula*ons	
  
                                                                                                                                                            Presenta*ons	
  


                                                                                                                   P R E S E R V A T I O N 	
   A N D 	
   C U R A T I O N 	
  


                                                                                                                               Digital	
  
                                                                                                              Repository	
                         OER	
  Portal	
                   Website	
     LMS	
  
                                                                                                                               Library	
  
How does this serve the
                                                                                                                                                                                     development agenda?
                                                                                                                      Rewards	
  and	
  Incen*ves	
  
S C H O L A R L Y 	
   C O M M U N I C A T I O N 	
  

                                                                                                                                                                    Journal	
  Ar*cles	
  
                                                                                                                                                                Conference	
  Papers	
  
                                                                                                                                                                 Technical	
  Reports	
  
                                                                                                                                                                    Working	
  Papers	
  
                                                        T O O L S 	
   	
   A N D 	
   S E R V I C E S 	
  




                                                                                                                                                                         Policy	
  Briefs	
  
                                                                                                                                                                            Blog	
  Posts	
  
                                                                                                                                                                                Tweets	
  

                                                                                                                                                                                E-­‐mails	
  
                                                                                                                                                        Collabora*ve	
  Documents	
  

                                                                                                                                                                   Images	
  &	
  Videos	
  

                                                                                                                                                        Anima*ons	
  &	
  Simula*ons	
  
                                                                                                                                                                       Presenta*ons	
  


                                                                                                                   P R E S E R V A T I O N 	
   A N D 	
   C U R A T I O N 	
  


                                                                                                                                         Digital	
  
                                                                                                              Repository	
                                    OER	
  Portal	
                   Website	
     LMS	
  
                                                                                                                                         Library	
  
How does this
               influence what we
               want to track and
                    reward?!
	
  	
  	
  
                       	
  
Rewards	
  &	
  
                           Incen*ves	
  

Values	
     Mission	
                        Impact	
  
Impact is relative	
  




          Values	
                                    Mission	
                                       Impact	
  



“Just	
  as	
  scientists	
  would	
  not	
  accept	
  the	
  findings	
  in	
  a	
  scientific	
  paper	
  without	
  seeing	
  the	
  
primary	
  data,	
  so	
  should	
  they	
  not	
  rely	
  on	
  Thomson	
  Scientific’s	
  impact	
  factor,	
  which	
  is	
  
based	
  on	
  hidden	
  data.”	
  (Rossner,	
  Van	
  Epps	
  &	
  Hill	
  2007)	
  
	
  
“Our	
  results	
  indicate	
  that	
  the	
  notion	
  of	
  scientific	
  impact	
  is	
  a	
  multi-­‐dimensional	
  construct	
  
that	
  cannot	
  be	
  adequately	
  measured	
  by	
  any	
  single	
  indicator,	
  although	
  some	
  measures	
  are	
  
more	
  suitable	
  than	
  others.”	
  (Bollen	
  et	
  al.	
  2009)	
  
!
      !
      !
 What tools/
methods do we
    have?	
  
 	
  

1. Bibliometrics!
 	
  
 	
  
 	
  
 	
  
Predominant algorithms
utilised for calculating
bibliometric impact!
Impact	
  Factor	
  (Eugene	
  Garfield	
  1955)	
  
A	
  =	
  the	
  number	
  of	
  times	
  articles	
  published	
  in	
  2009	
  and	
  2010	
  cited	
  by	
  indexed	
  
journals	
  during	
  2011.	
  	
  
B	
  =	
  the	
  total	
  number	
  of	
  "citable	
  items"	
  published	
  by	
  that	
  journal	
  in	
  2009	
  and	
  
2010.	
  ("Citable	
  items"	
  are	
  usually	
  articles,	
  reviews,	
  proceedings,	
  or	
  notes;	
  not	
  
editorials	
  or	
  letters	
  to	
  the	
  editor.)	
  	
  
2011	
  impact	
  factor	
  =	
  A/B.	
  	
  
	
  
h-­‐Index	
  (Jorge	
  E	
  Hirsch	
  	
  
A	
  scientist	
  has	
  index	
  h	
  if	
  h	
  of	
  his/her	
  Np	
  papers	
  have	
  at	
  least	
  h	
  citations	
  each,	
  and	
  
the	
  other	
  (Np	
  −	
  h)	
  papers	
  have	
  no	
  more	
  than	
  h	
  citations	
  each.	
  	
  
(i.e.	
  Sholar	
  with	
  an	
  index	
  of	
  h	
  has	
  published	
  h	
  papers	
  each	
  of	
  which	
  has	
  been	
  
cited	
  in	
  other	
  papers	
  at	
  least	
  h	
  times)	
  
 	
  
 2. Altmetrics!
 	
  




Bibliometrics	
  mined	
  impact	
  on	
  	
  the	
  first	
  scholarly	
  Web.	
  
Altmetrics	
  mines	
  impact	
  on	
  the	
  next.	
  
(Priem	
  2012)	
  
 	
  




hOp://altmetrics.org/manifesto/	
  
 	
  
Slide	
  by	
  	
  Cameron	
  Neylon	
  CC-­‐BY-­‐SA	
  
 	
  
PLOS Analytics!
 	
  
 	
  
!
          !
A few other things
  to think about
   when thinking
   about impact!
            !
                                                             	
  
“…	
  the	
  impacts	
  of	
  projects/programmes	
  cannot	
  be	
  understood	
  separate	
  from	
  an	
  
understanding	
  of	
  the	
  capacity	
  of	
  users	
  to	
  absord	
  and	
  utilise	
  findings;	
  and	
  any	
  
assessment	
  of	
  research	
  use	
  amongst	
  user	
  communities	
  has	
  to	
  pay	
  attention	
  to	
  the	
  
availability	
  (or	
  otherwise)	
  of	
  usable	
  research	
  findings.”	
  	
  
                                                                                (Davies,	
  Nutley	
  &	
  Walter	
  2005)	
  
Impact does not equal
worth (Herb 2010)	
  
	
  
Impact is part of and needs
to be supported by
composite elements of the
system it assesses	
  
	
  
                            Rewards	
  &	
  
                            Incen*ves	
  

 Values	
     Mission	
                        Impact	
  
New ways of thinking about peer review:   !
online collaborative	
  
New ways of thinking about peer review:   !
ongoing, iterative	
  
What are the drivers
for understanding the
spread, use and
influence of research
findings?                                  !




-­‐  Political	
  imperatives	
  to	
  move	
  beyond	
  ideological	
  assertion	
  to	
  
             pragmatic	
  considersations	
  of	
  ‘evidence’	
  and	
  ‘what	
  works’.	
  
-­‐  Need	
  for	
  research	
  advocates,	
  funding	
  bodies,	
  research	
  providers	
  and	
  
             others	
  to	
  make	
  the	
  case	
  for	
  resources.	
  
	
  	
  	
   Greater	
  demand	
  for	
  rigour	
  in	
  the	
  prioritisation	
  of	
  research	
  efforts.	
  
-­‐ 
       (Davies	
  et	
  al.	
  2005)	
  
-­‐  Demonstration	
  of	
  return	
  on	
  investment	
  to	
  funders	
  and	
  government/
     taxpayers	
  >	
  accountability.	
  
	
  
	
  
What kinds of impact
could (should) we expect
from research? (Davies	
  et	
  al.	
  2005)	
                    	
  
!



    -­‐  Knowledge	
  production	
  (e.g.	
  peer-­‐reviewed	
  papers)	
  
    -­‐  Research	
  capacity	
  building	
  (postgraduate	
  training	
  and	
  career	
  
         development)	
  
    -­‐  Policy	
  or	
  product	
  development	
  (incl.	
  input	
  into	
  official	
  guidelines	
  or	
  
         protocols)	
  
    -­‐  Sector	
  benefits	
  (impacts	
  on	
  scientific	
  client	
  groups)	
  
    -­‐  Societal	
  benefits	
  (economic	
  >	
  health	
  >	
  productivity)	
  
    	
  	
  	
  
    	
  

    	
  
    	
  
References!
Davies	
  H,	
  Nutley	
  S	
  &	
  Walter	
  I	
  (2005)	
  Approaches	
  to	
  assessing	
  the	
  non-­‐academic	
  impact	
  of	
  social	
  science	
  
research.	
  Report	
  of	
  the	
  ESRC	
  Symposium	
  on	
  assessing	
  the	
  non-­‐academic	
  impact	
  of	
  research,	
  12-­‐13	
  May	
  2005	
  
	
  
Thorin	
  SE	
  (2003)	
  Global	
  changes	
  in	
  scholarly	
  communication.	
  In	
  SC	
  Hsianghoo,	
  PWT	
  Poon	
  and	
  C	
  
McNaught	
  (eds)	
  eLearning	
  and	
  Digital	
  Publishing.	
  Dordrecht:	
  Springer.	
  Available	
  at	
  
http://www.springerlink.com/content/w873x131171x2421	
  
	
  
Rossner	
  M,	
  Van	
  Epps	
  H	
  &	
  Hill	
  E	
  (2008)	
  Irreproducible	
  results:	
  a	
  response	
  to	
  Thomson	
  Scientific.	
  The	
  
Journal	
  of	
  Experimental	
  Medicine	
  205(2):	
  260-­‐261.	
  Available	
  at	
  
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2213571/	
  
	
  
Priem	
  J	
  (2012)	
  Toward	
  a	
  Second	
  Revolution:	
  altmetrics,	
  total-­‐impact,	
  and	
  the	
  decoupled	
  journal.	
  Presented	
  
at	
  Purdue	
  University,	
  14	
  February	
  2012.	
  https://docs.google.com/present/view?id=ddfg787c_362f465q2g5	
  
	
  
	
  
	
  
!
	
  

	
  




       michelle.willmers@uct.ac.za	
  
       @scaprogramme	
  
       www.scaprogramme.org.za	
  

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Altmetrics and Emerging Measures of Impact Presentation

  • 1. Altmetrics and Emerging Measures of Impact! ! Presentation  to  Emerging  Researcher  Programme   University  of  Cape  Town,  28  November  2012   !   Michelle  Willmers   Scholarly  Communication  in  Africa  Programme   CC-­‐BY-­‐SA  
  • 2. Defining Scholarly Communication in the internet era (Thorin, 2003)! -­‐      Conducting  research,  developing  ideas  and  informal  communications.   -­‐  Preparing,  shaping  and  communicating  what  will  become  formal   research  outputs.   -­‐  Disseminating  formal  outputs.   -­‐  Managing  personal  careers,  and  research  teams  and  programmes.   -­‐  Communicating  scholarly  ideas  to  broader  communities.            
  • 3. the world has changed radically (and so has scholarly communication)   >  What  does  this  mean  for  how  we  think  about  the  impact  of  our   research,  and  how  we  reward  it?   >  Given  the  current  challenges  in  African  higher  education,  what  does   impact  assessment  mean  in  our  context?   >  How  do  we  move  beyond  journal  Impact  Factor  as  sole  measure?  
  • 4. Tracking traditional     citation of new forms of scholarship!
  • 5. … And new forms of citing     traditional scholarship!
  • 6. What does a scholarly communication activity system       look like?!  
  • 7. S C H O L A R L Y   C O M M U N I C A T I O N   Journal  Ar*cles   Conference  Papers   Technical  Reports   Working  Papers   T O O L S     A N D   S E R V I C E S   Policy  Briefs   Blog  Posts   Tweets   E-­‐mails   Collabora*ve  Documents   Images  &  Videos   Anima*ons  &  Simula*ons   Presenta*ons   P R E S E R V A T I O N   A N D   C U R A T I O N   Digital   Repository   OER  Portal   Website   LMS   Library  
  • 8. We tend to treat the holistic system like an iceberg… S C H O L A R L Y   C O M M U N I C A T I O N   Journal  Ar*cles   Conference  Papers   Technical  Reports   Working  Papers   T O O L S     A N D   S E R V I C E S   Policy  Briefs   Blog  Posts   Tweets   E-­‐mails   Collabora*ve  Documents   Images  &  Videos   Anima*ons  &  Simula*ons   Presenta*ons   P R E S E R V A T I O N   A N D   C U R A T I O N   Digital   Repository   OER  Portal   Website   LMS   Library  
  • 9. How does this serve the development agenda? Rewards  and  Incen*ves   S C H O L A R L Y   C O M M U N I C A T I O N   Journal  Ar*cles   Conference  Papers   Technical  Reports   Working  Papers   T O O L S     A N D   S E R V I C E S   Policy  Briefs   Blog  Posts   Tweets   E-­‐mails   Collabora*ve  Documents   Images  &  Videos   Anima*ons  &  Simula*ons   Presenta*ons   P R E S E R V A T I O N   A N D   C U R A T I O N   Digital   Repository   OER  Portal   Website   LMS   Library  
  • 10. How does this influence what we want to track and reward?!        
  • 11. Rewards  &   Incen*ves   Values   Mission   Impact  
  • 12. Impact is relative   Values   Mission   Impact   “Just  as  scientists  would  not  accept  the  findings  in  a  scientific  paper  without  seeing  the   primary  data,  so  should  they  not  rely  on  Thomson  Scientific’s  impact  factor,  which  is   based  on  hidden  data.”  (Rossner,  Van  Epps  &  Hill  2007)     “Our  results  indicate  that  the  notion  of  scientific  impact  is  a  multi-­‐dimensional  construct   that  cannot  be  adequately  measured  by  any  single  indicator,  although  some  measures  are   more  suitable  than  others.”  (Bollen  et  al.  2009)  
  • 13. ! ! ! What tools/ methods do we have?  
  • 15.    
  • 16.    
  • 17.    
  • 18.    
  • 19. Predominant algorithms utilised for calculating bibliometric impact! Impact  Factor  (Eugene  Garfield  1955)   A  =  the  number  of  times  articles  published  in  2009  and  2010  cited  by  indexed   journals  during  2011.     B  =  the  total  number  of  "citable  items"  published  by  that  journal  in  2009  and   2010.  ("Citable  items"  are  usually  articles,  reviews,  proceedings,  or  notes;  not   editorials  or  letters  to  the  editor.)     2011  impact  factor  =  A/B.       h-­‐Index  (Jorge  E  Hirsch     A  scientist  has  index  h  if  h  of  his/her  Np  papers  have  at  least  h  citations  each,  and   the  other  (Np  −  h)  papers  have  no  more  than  h  citations  each.     (i.e.  Sholar  with  an  index  of  h  has  published  h  papers  each  of  which  has  been   cited  in  other  papers  at  least  h  times)  
  • 20.     2. Altmetrics!   Bibliometrics  mined  impact  on    the  first  scholarly  Web.   Altmetrics  mines  impact  on  the  next.   (Priem  2012)  
  • 22.    
  • 23. Slide  by    Cameron  Neylon  CC-­‐BY-­‐SA  
  • 24.    
  • 26.    
  • 27.    
  • 28. ! ! A few other things to think about when thinking about impact! !   “…  the  impacts  of  projects/programmes  cannot  be  understood  separate  from  an   understanding  of  the  capacity  of  users  to  absord  and  utilise  findings;  and  any   assessment  of  research  use  amongst  user  communities  has  to  pay  attention  to  the   availability  (or  otherwise)  of  usable  research  findings.”     (Davies,  Nutley  &  Walter  2005)  
  • 29. Impact does not equal worth (Herb 2010)    
  • 30. Impact is part of and needs to be supported by composite elements of the system it assesses     Rewards  &   Incen*ves   Values   Mission   Impact  
  • 31. New ways of thinking about peer review: ! online collaborative  
  • 32. New ways of thinking about peer review: ! ongoing, iterative  
  • 33. What are the drivers for understanding the spread, use and influence of research findings? ! -­‐  Political  imperatives  to  move  beyond  ideological  assertion  to   pragmatic  considersations  of  ‘evidence’  and  ‘what  works’.   -­‐  Need  for  research  advocates,  funding  bodies,  research  providers  and   others  to  make  the  case  for  resources.         Greater  demand  for  rigour  in  the  prioritisation  of  research  efforts.   -­‐  (Davies  et  al.  2005)   -­‐  Demonstration  of  return  on  investment  to  funders  and  government/ taxpayers  >  accountability.      
  • 34. What kinds of impact could (should) we expect from research? (Davies  et  al.  2005)     ! -­‐  Knowledge  production  (e.g.  peer-­‐reviewed  papers)   -­‐  Research  capacity  building  (postgraduate  training  and  career   development)   -­‐  Policy  or  product  development  (incl.  input  into  official  guidelines  or   protocols)   -­‐  Sector  benefits  (impacts  on  scientific  client  groups)   -­‐  Societal  benefits  (economic  >  health  >  productivity)              
  • 35. References! Davies  H,  Nutley  S  &  Walter  I  (2005)  Approaches  to  assessing  the  non-­‐academic  impact  of  social  science   research.  Report  of  the  ESRC  Symposium  on  assessing  the  non-­‐academic  impact  of  research,  12-­‐13  May  2005     Thorin  SE  (2003)  Global  changes  in  scholarly  communication.  In  SC  Hsianghoo,  PWT  Poon  and  C   McNaught  (eds)  eLearning  and  Digital  Publishing.  Dordrecht:  Springer.  Available  at   http://www.springerlink.com/content/w873x131171x2421     Rossner  M,  Van  Epps  H  &  Hill  E  (2008)  Irreproducible  results:  a  response  to  Thomson  Scientific.  The   Journal  of  Experimental  Medicine  205(2):  260-­‐261.  Available  at   http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2213571/     Priem  J  (2012)  Toward  a  Second  Revolution:  altmetrics,  total-­‐impact,  and  the  decoupled  journal.  Presented   at  Purdue  University,  14  February  2012.  https://docs.google.com/present/view?id=ddfg787c_362f465q2g5        
  • 36. !     michelle.willmers@uct.ac.za   @scaprogramme   www.scaprogramme.org.za