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Author	
  Level	
  Bibliometrics	
  
Henk	
  F.	
  Moed	
  
	
  	
  
A	
  talk	
  at	
  a	
  Special	
  Session	
  on	
  Author	
  Level	
  
Bibliometrics	
  at	
  ISSI2013	
  
Vienna,	
  17	
  July	
  2013	
  
	
  
 
The	
  MulG-­‐Dimensional	
  Research	
  
Assessment	
  Matrix	
  
Expert Group on the Assessment of
University-Based Research (AUBR, 2010)
Multi‐dimensional Research Assessment Matrix (Part)
Unit	
  of	
  
assessment	
  
Purpose	
   Output	
  
dimensions	
  
Bibliometric	
  
indicators	
  
Other	
  
indicators	
  
Individual	
   Allocate	
  
resources	
  
Research	
  
producGvity	
  
PublicaGons	
   Peer	
  review	
  
Research	
  
group	
  
Improve	
  	
  
performance	
  
Quality,	
  
scholarly	
  
impact	
  
Journal	
  
citaGon	
  
impact	
  
Patents,	
  
licences,	
  
spin	
  offs	
  
Department	
   Increase	
  
mulG-­‐discipl.	
  
research	
  
InnovaGon	
  
and	
  social	
  
benefit	
  
Actual	
  
citaGon	
  
impact	
  
InvitaGons	
  
for	
  
conferences	
  
InsGtuGon	
   Increase	
  
regional	
  
engagement	
  
Sustainabi-­‐
lity	
  &	
  Scale	
  
Internat.	
  co-­‐
authorship	
  
External	
  
research	
  
income	
  
Research	
  
field	
  	
  
PromoGon,	
  
hiring	
  
Research	
  
infrastruct.	
  
	
  citaGon	
  
‘presGge’	
  	
  
PhD	
  com-­‐
pleGon	
  rates	
  
Multi‐dimensional Research Assessment Matrix (Part)
Unit	
  of	
  
assessment	
  
Purpose	
   Output	
  
dimensions	
  
Bibliometric	
  
indicators	
  
Other	
  
indicators	
  
Individual	
   Allocate	
  
resources	
  
Research	
  
producGvity	
  
PublicaGons	
   Peer	
  review	
  
Research	
  
group	
  
Improve	
  	
  
performance	
  
Quality,	
  
scholarly	
  
impact	
  
Journal	
  
citaGon	
  
impact	
  
Patents,	
  
licences,	
  
spin	
  offs	
  
Department	
   Increase	
  
mulG-­‐discipl.	
  
research	
  
InnovaGon	
  
and	
  social	
  
benefit	
  
Actual	
  
citaGon	
  
impact	
  
InvitaGons	
  
for	
  
conferences	
  
InsGtuGon	
   Increase	
  
regional	
  
engagement	
  
Sustainabi-­‐
lity	
  &	
  Scale	
  
Internat.	
  co-­‐
authorship	
  
External	
  
research	
  
income	
  
Research	
  
field	
  	
  
PromoGon,	
  
hiring	
  
Research	
  
infrastruct.	
  
	
  citaGon	
  
‘presGge’	
  	
  
PhD	
  com-­‐
pleGon	
  rates	
  
Read	
  	
  
column-­‐	
  
wise	
  
Multi‐dimensional Research Assessment Matrix (Part)
Unit	
  of	
  
assessment	
  
Purpose	
   Output	
  
dimensions	
  
Bibliometric	
  
indicators	
  
Other	
  
indicators	
  
Individual	
   Allocate	
  
resources	
  
Research	
  
producGvity	
  
PublicaGons	
   Peer	
  review	
  
Research	
  
group	
  
Improve	
  	
  
performance	
  
Quality,	
  
scholarly	
  
impact	
  
Journal	
  
citaGon	
  
impact	
  
Patents,	
  
licences,	
  
spin	
  offs	
  
Department	
   Increase	
  
mulG-­‐discipl.	
  
research	
  
InnovaGon	
  
and	
  social	
  
benefit	
  
Actual	
  
citaGon	
  
impact	
  
InvitaGons	
  
for	
  
conferences	
  
InsGtuGon	
   Increase	
  
regional	
  
engagement	
  
Sustainabi-­‐
lity	
  &	
  Scale	
  
Internat.	
  co-­‐
authorship	
  
External	
  
research	
  
income	
  
Research	
  
field	
  	
  
PromoGon,	
  
hiring	
  
Research	
  
infrastruct.	
  
	
  citaGon	
  
‘presGge’	
  	
  
PhD	
  com-­‐
pleGon	
  rates	
  
Base	
  noGon	
  
The	
  choice	
  of	
  indicators	
  depends	
  upon:	
  
•  What	
  unit	
  is	
  to	
  be	
  assessed	
  
•  Why	
  is	
  the	
  assessment	
  done?	
  
•  Which	
  aspect	
  is	
  being	
  assessed?	
  	
  
	
  
Indicators	
  that	
  are	
  appropriate	
  in	
  one	
  type	
  of	
  
assessment	
  may	
  be	
  inappropriate	
  in	
  another	
  
Valuable	
  noGons	
  
•  Data	
  accuracy	
  is	
  crucial	
  	
  
•  Use	
  data	
  verified	
  by	
  authors	
  themselves	
  	
  
•  Combine	
  metrics	
  and	
  expert	
  knowledge	
  
•  Impact	
  factors	
  no	
  subsGtutes	
  of	
  actual	
  impact	
  
•  Use	
  mulGple	
  indicators	
  
•  Take	
  into	
  account	
  phase	
  of	
  career	
  
•  Take	
  into	
  account	
  unintended	
  effects	
  
•  Present	
  “interpretaGon	
  manual”,	
  pros	
  &	
  cons	
  
•  Focus	
  on	
  top	
  vs.	
  bo_om	
  of	
  quality	
  distribuGon	
  
•  RetrospecGve	
  vs.	
  prospecGve	
  use	
  of	
  metrics	
  
A	
  base	
  problem	
  
•  How	
  to	
  assess	
  the	
  performance	
  of	
  an	
  
individual	
  by	
  analyzing	
  products	
  that	
  are	
  the	
  
result	
  of	
  teamwork?	
  	
  
•  Most	
  research	
  arGcles	
  are	
  the	
  result	
  of	
  
collaboraGon	
  within	
  or	
  between	
  teams	
  
More	
  and	
  more	
  individual	
  
researchers	
  have	
  to	
  be	
  objecGvely	
  
evaluated	
  for	
  promoGon	
  and	
  hiring	
  
Use	
  easily	
  available	
  metrics	
  
	
  	
  
Count	
  total	
  publicaGons	
  or	
  #	
  
arGcles	
  in	
  journals	
  with	
  the	
  highest	
  
impact	
  factors	
  in	
  the	
  field	
  
	
  	
  	
  
Meta	
  level	
  :	
  
Policy	
  issue	
  
Policy	
  measure	
  
	
  
Bibliometric	
  
operaGonali-­‐	
  
zaGon	
  
c	
  
c	
  
c	
  
c	
  
CASE	
  1	
  	
  
Research	
  community	
  	
  is	
  not	
  
sufficiently	
  oriented	
  toward	
  
internaGonal	
  	
  networks	
  
SGmulate	
  publicaGon	
  in	
  good	
  
internaGonal	
  journals	
  
Count	
  #	
  arGcles	
  in	
  first	
  impact	
  
quarGle	
  of	
  journals	
  in	
  subject	
  field	
  
	
  
Meta	
  level	
  :	
  
Policy	
  issue	
  
Policy	
  measure	
  
	
  
Bibliometric	
  
operaGonali-­‐	
  
zaGon	
  
c	
  
c	
  
c	
  
c	
  
CASE	
  2	
  	
  
Professors	
  are	
  legally	
  bound	
  to	
  do	
  
research	
  but	
  many	
  of	
  them	
  don’t	
  
	
  
Allow	
  only	
  research	
  acGve	
  
professors	
  to	
  decide	
  on	
  
recruitment	
  of	
  new	
  research	
  staff	
  
Select	
  only	
  professors	
  with	
  >=	
  3	
  
publicaGons	
  in	
  7	
  years	
  in	
  
recruitment	
  commi_ees	
  
Meta	
  level	
  :	
  
Policy	
  issue	
  
Policy	
  measure	
  
	
  
Bibliometric	
  
operaGonali-­‐	
  
zaGon	
  
c	
  
c	
  
c	
  
c	
  
CASE	
  3	
  	
  
Wider	
  issues	
  
•  What	
  is	
  an	
  acceptable	
  “error	
  rate”	
  in	
  the	
  
assesment	
  process?	
  
•  Wrong	
  in	
  individual	
  cases	
  	
  benificiary	
  for	
  
the	
  system	
  as	
  a	
  whole	
  
•  What	
  is	
  a	
  fair	
  assessment	
  process?	
  

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Author Level Bibliometrics

  • 1. Author  Level  Bibliometrics   Henk  F.  Moed       A  talk  at  a  Special  Session  on  Author  Level   Bibliometrics  at  ISSI2013   Vienna,  17  July  2013    
  • 2.   The  MulG-­‐Dimensional  Research   Assessment  Matrix   Expert Group on the Assessment of University-Based Research (AUBR, 2010)
  • 3. Multi‐dimensional Research Assessment Matrix (Part) Unit  of   assessment   Purpose   Output   dimensions   Bibliometric   indicators   Other   indicators   Individual   Allocate   resources   Research   producGvity   PublicaGons   Peer  review   Research   group   Improve     performance   Quality,   scholarly   impact   Journal   citaGon   impact   Patents,   licences,   spin  offs   Department   Increase   mulG-­‐discipl.   research   InnovaGon   and  social   benefit   Actual   citaGon   impact   InvitaGons   for   conferences   InsGtuGon   Increase   regional   engagement   Sustainabi-­‐ lity  &  Scale   Internat.  co-­‐ authorship   External   research   income   Research   field     PromoGon,   hiring   Research   infrastruct.    citaGon   ‘presGge’     PhD  com-­‐ pleGon  rates  
  • 4. Multi‐dimensional Research Assessment Matrix (Part) Unit  of   assessment   Purpose   Output   dimensions   Bibliometric   indicators   Other   indicators   Individual   Allocate   resources   Research   producGvity   PublicaGons   Peer  review   Research   group   Improve     performance   Quality,   scholarly   impact   Journal   citaGon   impact   Patents,   licences,   spin  offs   Department   Increase   mulG-­‐discipl.   research   InnovaGon   and  social   benefit   Actual   citaGon   impact   InvitaGons   for   conferences   InsGtuGon   Increase   regional   engagement   Sustainabi-­‐ lity  &  Scale   Internat.  co-­‐ authorship   External   research   income   Research   field     PromoGon,   hiring   Research   infrastruct.    citaGon   ‘presGge’     PhD  com-­‐ pleGon  rates   Read     column-­‐   wise  
  • 5. Multi‐dimensional Research Assessment Matrix (Part) Unit  of   assessment   Purpose   Output   dimensions   Bibliometric   indicators   Other   indicators   Individual   Allocate   resources   Research   producGvity   PublicaGons   Peer  review   Research   group   Improve     performance   Quality,   scholarly   impact   Journal   citaGon   impact   Patents,   licences,   spin  offs   Department   Increase   mulG-­‐discipl.   research   InnovaGon   and  social   benefit   Actual   citaGon   impact   InvitaGons   for   conferences   InsGtuGon   Increase   regional   engagement   Sustainabi-­‐ lity  &  Scale   Internat.  co-­‐ authorship   External   research   income   Research   field     PromoGon,   hiring   Research   infrastruct.    citaGon   ‘presGge’     PhD  com-­‐ pleGon  rates  
  • 6. Base  noGon   The  choice  of  indicators  depends  upon:   •  What  unit  is  to  be  assessed   •  Why  is  the  assessment  done?   •  Which  aspect  is  being  assessed?       Indicators  that  are  appropriate  in  one  type  of   assessment  may  be  inappropriate  in  another  
  • 7. Valuable  noGons   •  Data  accuracy  is  crucial     •  Use  data  verified  by  authors  themselves     •  Combine  metrics  and  expert  knowledge   •  Impact  factors  no  subsGtutes  of  actual  impact   •  Use  mulGple  indicators   •  Take  into  account  phase  of  career   •  Take  into  account  unintended  effects   •  Present  “interpretaGon  manual”,  pros  &  cons   •  Focus  on  top  vs.  bo_om  of  quality  distribuGon   •  RetrospecGve  vs.  prospecGve  use  of  metrics  
  • 8. A  base  problem   •  How  to  assess  the  performance  of  an   individual  by  analyzing  products  that  are  the   result  of  teamwork?     •  Most  research  arGcles  are  the  result  of   collaboraGon  within  or  between  teams  
  • 9. More  and  more  individual   researchers  have  to  be  objecGvely   evaluated  for  promoGon  and  hiring   Use  easily  available  metrics       Count  total  publicaGons  or  #   arGcles  in  journals  with  the  highest   impact  factors  in  the  field         Meta  level  :   Policy  issue   Policy  measure     Bibliometric   operaGonali-­‐   zaGon   c   c   c   c   CASE  1    
  • 10. Research  community    is  not   sufficiently  oriented  toward   internaGonal    networks   SGmulate  publicaGon  in  good   internaGonal  journals   Count  #  arGcles  in  first  impact   quarGle  of  journals  in  subject  field     Meta  level  :   Policy  issue   Policy  measure     Bibliometric   operaGonali-­‐   zaGon   c   c   c   c   CASE  2    
  • 11. Professors  are  legally  bound  to  do   research  but  many  of  them  don’t     Allow  only  research  acGve   professors  to  decide  on   recruitment  of  new  research  staff   Select  only  professors  with  >=  3   publicaGons  in  7  years  in   recruitment  commi_ees   Meta  level  :   Policy  issue   Policy  measure     Bibliometric   operaGonali-­‐   zaGon   c   c   c   c   CASE  3    
  • 12. Wider  issues   •  What  is  an  acceptable  “error  rate”  in  the   assesment  process?   •  Wrong  in  individual  cases    benificiary  for   the  system  as  a  whole   •  What  is  a  fair  assessment  process?