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Bibliometrics: an overview 
Claudia Cavicchi 
Biblioteca Clinica F. Bianchi 
claudia.cavicchi@unibo.it
Article metrics 
Author metrics 
Journal metrics 
New metrics 
Bibliometrics: an overview 
Journal of citation reports 
SNIP (Scopus ) 
Scimago (Scopus) 
Web of Science 
Google Scholar 
Scopus 
Web of Science 
Scopus 
Google Scholar 
Impactstory 
Social bookmarking 
Social networks 
Agenda
Why bibliometrics 
Carrying out research and communicating the results go hand in hand. 
Why bibliometrics
Why bibliometrics 
XX century :birth of new media for communication 
communication + 
exchange of ideas = 
advancement of knowledge .
Knowledge production, acquisition and management are a source of wealth. 
Why bibliometrics
Why bibliometrics
Governements detect areas of excellence in order to distribute the funds in the best way. 
International competitiveness 
Why bibliometrics
Why bibliometrics 
Universities must evaluate their performance.
Research performance helps to inform strategic decisions about what areas of research to support or build 
Why bibliometrics
How much research is conducted? 
What is its impact? 
How many of the faculty members’ articles are published in first-class journals ? 
Is that number of publications increasing or decreasing? 
Why bibliometrics
Why bibliometrics 
bibliometrics 
Peer review 
Which instruments?
Why bibliometrics: Peer review 
Peer review is the evaluation of creative work or performance by other people (reviewers) in the same field in order to maintain or enhance the quality of the work or performance in that field.
Single-blind 
Author's name is known to the auditor while reviewer’s name remains unknown to the author. It is the most widespread formula but also the most subject to criticism for its subjectivity. 
Double-blind 
Author’s name and the reviewer’s name are both kept secret. 
This method should ensure an independent assessment . 
However it is very easy to locate the author of a particular work….. 
Why bibliometrics: Peer review
Subjectivity 
Conflict of interest 
Insufficient expertise 
Favoritism 
Why bibliometrics: Peer review cons
Why bibliometrics: (open)peer review
Why bibliometrics: (open)peer review
« the application of statistical and mathematical methods arranged to define the processes of written communication and the nature and development of scientific disciplines counting techniques and analysis of such communication» 
Pritchard A, Statistical bibliography of bibliometrics, Journal of documentation 1969;29(4):348-349 
What’s bibliometrics
What’s bibliometrics 
Bibliometrics doesn’t measure 
the quality of researcher work 
but only citations to the work.
Bibliometric data help assess research performance 
Why bibliometrics
Why bibliometrics objective’ method (rather than relying solely on qualitative measures such as peer-review) fast cost effective (data is easily produced) transparent and easy to understand
Why bibliometrics: Citations tracking
Who is citing recognizes the inheritance received from predecessors. 
Why bibliometrics 
Citations number becomes an indicator of paper impact inside a scientific community
•Find out how many times a paper has been cited 
•Search backwards and forwards in time to see how ideas develop 
•Find the most highly cited papers in your field 
•Identify key researchers and institutions by their citation counts 
•See who has influenced particular research 
• Identify leading researchers in a particular field 
• Identify emerging areas of research 
• Identify competitors and potential collaborators 
• Assess the impact of an individuals’ or group of individuals’ research output 
Why bibliometrics: Citations tracking
Bibliometric : Indicators 
Primary 
•Number of publications 
•Number of citations received 
•Number of web page access 
•Number of paper downloads 
Secondary 
•Impact factor 
•Immediacy Index 
•Cited Half Life 
•Citation Index 
•H- Index
Bibliometrics Indicators : Impact factor 
“...I propose a bibliographic system for science literature that can eliminate the uncritical citation of fraudulent, incomplete, or obsolete data by making it possible for the conscientious scholar to be aware of criticisms”. Garfield E. Citation Indexes for Science. Science 1955 July 15;122(3159):108-111. 
1960 Institute for Scientific Information 
1964 Science Citation Index 
1972 Social Science Citation Index
•“Journal Impact factor” (JIF) is a measurement applied to journals. 
•It is based on the citation index database Web of Science. 
•It represents the average citation count of the articles published in the journal. 
•The JIF published annually in Journal Citation Reports®. 
•The JIF is a journal-level metric designed for one purpose—to compare the citation impact of one journal with other journals. 
Bibliometrics Indicators : Impact factor
Bibliometrics indicators : Impact factor 
Impact factor 2010 for « My favourite Journal» = 
Number of citations received during 2010 referred to articles published in 2009 and 2008: 20000 
------------------------------------------------------------------------ 
Number of articles published in 2009 and in 2008: 5000 
20.000 
Impact factor 2010 = 4 
5.000
Initiated by the American Society for Cell Biology (ASCB) together with a group of editors and publishers of scholarly journals in december 2012 the need to eliminate the use of journal-based metrics, such as Journal Impact Factors, in funding, appointment, and promotion considerations; the need to assess research on its own merits rather than on the basis of the journal in which the research is published; the need to capitalize on the opportunities provided by online publication (such as relaxing unnecessary limits on the number of words, figures, and references in articles, and exploring new indicators of significance and impact). 
Bibliometrics indicators: Impact factor
Bibliometrics where? Journal of citations reports 
Compares and evaluates 10,600 journals in science technology and social sciences. 
Two editions availables 
-Science editions 
-Social sciences edition 
JCR was first produced in 1975 by the Institute of Scientific Information (ISI), now Thomson Reuters.
Bibliometrics where? Journal of citations reports
Bibliometrics indicators:Journal of citation reports 
•Citing half life 
The citing half-life is the median age of articles cited by the journal in the JCR year. 
•Cited half life 
The median age of the articles that were cited in the JCR year. 
It measures the duration of relevance of articles in a given journal. 
•Immediacy index 
the average number of times an article is cited in the year it is published. 
It measures how quickly articles in a given journal have an impact on the discipline 
It could be useful for researchers who want to publish in a journal from which they may be quickly cited. 
•5-years journal IF 
the average number of times articles from the journal published in the past five years have been cited in the JCR year. Useful because in some fields it takes longer than two years for citations to appear.
Bibliometrics indicators: Impact factor 
•Easy to calculate 
•English centred 
•No Transparency 
•Citation Window 
•Easy to mislead 
•Subject differences 
•Negative citations 
•Citations cartels
H index 
Article 1 
25 
Article 2 
20 
Article 3 
18 
Article 4 
12 
Article 5 
10 
Article 6 
5 
Bibliometric indicators: H index 
The h-index was created by Jorge Hirsch in 2005. 
an h-index of 5 means that an author (or institution or journal) has 5 publications to its name each of which has been cited at least 5 times.
H index: 
It considers both productivity and impact of a scientist. 
It’s very comprehensible 
It’s easy to compute 
It ignores citations in excess 
It doesn’t distinguish the articles written by a single author from those written by a group of researchers 
it only includes citation to journal articles (not to books, book chapters, working papers, reports, conference papers, etc.); 
It penalizes researchers with a short career 
It is discipline dependent
H Index where: databases
Web of Science® is a citation databases hosted by Web of Knowledge platform 
It covers over 12,000 of the highest impact journals worldwide, including Open Access journals and over 150,000 conference proceedings. 
It has a retrospective coverage in the sciences, social sciences, arts, and humanities, with coverage to 1900. 
Bibliometrics where? Web of Science
H index where:Web of Science
H index where: Web of Science
H index where: Scopus 
Scopus is a bibliographic database containing abstracts and citations for academic journal articles. It covers nearly 21,000 titles from over 5,000 publishers, of which 20,000 are peer-reviewed journals in the scientific, technical, medical, and social sciences (including arts and humanities). It is owned by Elsevier and is available by subscription
H index where: Scopus 
www.scopus.com
H index where: Scopus
H index where: Google Scholar 
Freely accessible web search engine, part of Google, that indexes scientific publications from all disciplines, across the web 
www.scholar.google.com
H index where: Google Scholar 
•https://addons.mozilla.org/en- US/firefox/addon/77344 
http://www.harzing.com/pop.htm 
Google Scholar presents the list of publications and citations but can’t calculate automatically the h index. 
Therefore there are a variety of sites and programs “googlescholar- based” and are generally free.
H index where: Google Scholar 
Mycitations profile in Google Scholar 
•publication data can be manually edited 
•missing publications can be added 
•publications can be merged and duplications removed 
•It is possible to sign up for notification of new citations to your publications 
•New publications will be added automatically to the profile
Web of Science 
oSubscription required 
oAdvanced citation searching 
oCitation data available from 1990 
oSubscription required 
oConference papers, books, chapter, dissertations excluded 
oLimited coverage of non English language titles 
oSubscription required 
oAdvanced citation searching and analysis features 
oBetter coverage of Social Science titles 
oIncludes conference proceedings 
oSubscription required 
oBooks, chapters dissertations excludeed 
oCitation data for papers published from 1996. 
oFree 
oCovers non English titles 
oCovers all type of publications 
oNo quality control, 
oDoes not cover all journals 
oCovers non scholarly content 
oAuthor’s search 
H Index where: databases 
Source: http://www.ndlr.ie/myri/
Bibliometrics : Eigenfactor 
“A measure of the overall value provided by all of the given articles published in a journal in a year “ 
Developed by Jevin West and Carl Bergstrom - University of Washington 
The Eigenfactor™ ranks journals in a manner similar to that used by Google for ranking the importance of Web sites in a search 
The theory behind Eigenfactor Metrics is that a single citation from a high-quality journal may hold more value than multiple citations from more peripheral publications: a journal is influential if it is cited by other influential journals. 
The Article Influence score for a journal is the journal Eigenfactor score divided by the number of articles published by the journal over the five-year target period 
References from one article in a journal to another article from the same journal are removed, :Eigenfactor Scores are not influenced by journal self-citation
Bibliometrics : SNIP 
Created by Professor Henk Moed at CTWS, University of Leiden, 
SNIP measures contextual citation impact 
by weighting citations based on the total 
number of citations in a subject field. 
Unlike journal impact factor, SNIP corrects 
differences in citation practices between 
scientific fields, thereby allowing for more 
accurate between-field comparisons 
of citation impact. 
Uses Scopus data 
Source Normalised Impact per Paper
•It measures current average prestige per paper 
•It’s freely available on the web 
•SCImago website uses journal/citation data from Scopus 
•formula: citation time window is 3 years (instead of 2) 
•Strong correlation to JIF 
Bibliometrics : Scimago Journal Rank
Bibliometrics :Alternative Metrics/Alt-Metrics 
Article downloads (from publisher sites) 
Article mentions in blogs, media 
Articles mentions on Facebook, Twitter 
Bookmarks/recommendations made to an article
Bibliometrics :Alternative Metrics/Alt-Metrics
Bibliometrics :Alternative Metrics/Impactstory
It is essential to keep distinguishing 
between scientific scholarly and societal impact 
Social media mentions should not be used to measure 
the contribution to scientific progress 
Bibliometrics :Alternative Metrics
Conclusions 
Compare Like with Like 
Don’t rely on a single tool
Metrics can improve research assessement. 
No single number is going to give the complete picture. 
Conclusions
•Gardfield E, Citation Indexes for Science. Science. 1955 Lug 15;122(3159):108-111. 
•Garfield E. The History and Meaning of the Journal Impact Factor. JAMA: The Journal of the American Medical Association. 2006 Gen 4;295(1):90 -93. 
•Brubeck. R.A. 2008. Worshiping false idols: the impact factor dilemma. Journal of Child Neurology, 23(4), pp.365-367. 
•Ketefian, S. and Freda, M.C. 2009. Impact factors and citation counts: A state of disquiet. International Journal of Nursing Studies, 46(6), pp.751-752. 
•Bar-Ilan J. Informetrics at the beginning of the 21st century--A review. Journal of Informetrics. 2008 Gen;2(1):1-52. 
•Bakkalbasi N, Bauer K, Glover J, Wang L. Three options for citation tracking: Google Scholar, Scopus and Web of Science. Biomed Digit Libr. 2006;3:7. 
•Sevinc A. Web of science: a unique method of cited reference searching. J Natl Med Assoc. 2004Lug;96(7):980-983. 
•Falagas ME, Pitsouni EI, Malietzis GA, Pappas G. Comparison of PubMed, Scopus, Web of Science, and Google Scholar: strengths and weaknesses. FASEB J. 2008 Feb;22(2):338-342. 
•Kulkarni AV, Aziz B, Shams I, Busse JW. Comparisons of citations in Web of Science, Scopus, and Google Scholar for articles published in general medical journals. JAMA. 2009 Set 9;302(10):1092- 1096. 
•Seglen PO,Why the impact factor of journals should not be used for evaluating research BMJ. 1997 Feb 15;314(7079):498-502. 
Basic Bibliography

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Bibliometrics - an overview

  • 1. Bibliometrics: an overview Claudia Cavicchi Biblioteca Clinica F. Bianchi claudia.cavicchi@unibo.it
  • 2. Article metrics Author metrics Journal metrics New metrics Bibliometrics: an overview Journal of citation reports SNIP (Scopus ) Scimago (Scopus) Web of Science Google Scholar Scopus Web of Science Scopus Google Scholar Impactstory Social bookmarking Social networks Agenda
  • 3. Why bibliometrics Carrying out research and communicating the results go hand in hand. Why bibliometrics
  • 4. Why bibliometrics XX century :birth of new media for communication communication + exchange of ideas = advancement of knowledge .
  • 5. Knowledge production, acquisition and management are a source of wealth. Why bibliometrics
  • 7. Governements detect areas of excellence in order to distribute the funds in the best way. International competitiveness Why bibliometrics
  • 8. Why bibliometrics Universities must evaluate their performance.
  • 9. Research performance helps to inform strategic decisions about what areas of research to support or build Why bibliometrics
  • 10. How much research is conducted? What is its impact? How many of the faculty members’ articles are published in first-class journals ? Is that number of publications increasing or decreasing? Why bibliometrics
  • 11. Why bibliometrics bibliometrics Peer review Which instruments?
  • 12. Why bibliometrics: Peer review Peer review is the evaluation of creative work or performance by other people (reviewers) in the same field in order to maintain or enhance the quality of the work or performance in that field.
  • 13. Single-blind Author's name is known to the auditor while reviewer’s name remains unknown to the author. It is the most widespread formula but also the most subject to criticism for its subjectivity. Double-blind Author’s name and the reviewer’s name are both kept secret. This method should ensure an independent assessment . However it is very easy to locate the author of a particular work….. Why bibliometrics: Peer review
  • 14. Subjectivity Conflict of interest Insufficient expertise Favoritism Why bibliometrics: Peer review cons
  • 17. « the application of statistical and mathematical methods arranged to define the processes of written communication and the nature and development of scientific disciplines counting techniques and analysis of such communication» Pritchard A, Statistical bibliography of bibliometrics, Journal of documentation 1969;29(4):348-349 What’s bibliometrics
  • 18. What’s bibliometrics Bibliometrics doesn’t measure the quality of researcher work but only citations to the work.
  • 19. Bibliometric data help assess research performance Why bibliometrics
  • 20. Why bibliometrics objective’ method (rather than relying solely on qualitative measures such as peer-review) fast cost effective (data is easily produced) transparent and easy to understand
  • 22. Who is citing recognizes the inheritance received from predecessors. Why bibliometrics Citations number becomes an indicator of paper impact inside a scientific community
  • 23. •Find out how many times a paper has been cited •Search backwards and forwards in time to see how ideas develop •Find the most highly cited papers in your field •Identify key researchers and institutions by their citation counts •See who has influenced particular research • Identify leading researchers in a particular field • Identify emerging areas of research • Identify competitors and potential collaborators • Assess the impact of an individuals’ or group of individuals’ research output Why bibliometrics: Citations tracking
  • 24. Bibliometric : Indicators Primary •Number of publications •Number of citations received •Number of web page access •Number of paper downloads Secondary •Impact factor •Immediacy Index •Cited Half Life •Citation Index •H- Index
  • 25. Bibliometrics Indicators : Impact factor “...I propose a bibliographic system for science literature that can eliminate the uncritical citation of fraudulent, incomplete, or obsolete data by making it possible for the conscientious scholar to be aware of criticisms”. Garfield E. Citation Indexes for Science. Science 1955 July 15;122(3159):108-111. 1960 Institute for Scientific Information 1964 Science Citation Index 1972 Social Science Citation Index
  • 26. •“Journal Impact factor” (JIF) is a measurement applied to journals. •It is based on the citation index database Web of Science. •It represents the average citation count of the articles published in the journal. •The JIF published annually in Journal Citation Reports®. •The JIF is a journal-level metric designed for one purpose—to compare the citation impact of one journal with other journals. Bibliometrics Indicators : Impact factor
  • 27. Bibliometrics indicators : Impact factor Impact factor 2010 for « My favourite Journal» = Number of citations received during 2010 referred to articles published in 2009 and 2008: 20000 ------------------------------------------------------------------------ Number of articles published in 2009 and in 2008: 5000 20.000 Impact factor 2010 = 4 5.000
  • 28. Initiated by the American Society for Cell Biology (ASCB) together with a group of editors and publishers of scholarly journals in december 2012 the need to eliminate the use of journal-based metrics, such as Journal Impact Factors, in funding, appointment, and promotion considerations; the need to assess research on its own merits rather than on the basis of the journal in which the research is published; the need to capitalize on the opportunities provided by online publication (such as relaxing unnecessary limits on the number of words, figures, and references in articles, and exploring new indicators of significance and impact). Bibliometrics indicators: Impact factor
  • 29. Bibliometrics where? Journal of citations reports Compares and evaluates 10,600 journals in science technology and social sciences. Two editions availables -Science editions -Social sciences edition JCR was first produced in 1975 by the Institute of Scientific Information (ISI), now Thomson Reuters.
  • 30. Bibliometrics where? Journal of citations reports
  • 31. Bibliometrics indicators:Journal of citation reports •Citing half life The citing half-life is the median age of articles cited by the journal in the JCR year. •Cited half life The median age of the articles that were cited in the JCR year. It measures the duration of relevance of articles in a given journal. •Immediacy index the average number of times an article is cited in the year it is published. It measures how quickly articles in a given journal have an impact on the discipline It could be useful for researchers who want to publish in a journal from which they may be quickly cited. •5-years journal IF the average number of times articles from the journal published in the past five years have been cited in the JCR year. Useful because in some fields it takes longer than two years for citations to appear.
  • 32. Bibliometrics indicators: Impact factor •Easy to calculate •English centred •No Transparency •Citation Window •Easy to mislead •Subject differences •Negative citations •Citations cartels
  • 33. H index Article 1 25 Article 2 20 Article 3 18 Article 4 12 Article 5 10 Article 6 5 Bibliometric indicators: H index The h-index was created by Jorge Hirsch in 2005. an h-index of 5 means that an author (or institution or journal) has 5 publications to its name each of which has been cited at least 5 times.
  • 34. H index: It considers both productivity and impact of a scientist. It’s very comprehensible It’s easy to compute It ignores citations in excess It doesn’t distinguish the articles written by a single author from those written by a group of researchers it only includes citation to journal articles (not to books, book chapters, working papers, reports, conference papers, etc.); It penalizes researchers with a short career It is discipline dependent
  • 35. H Index where: databases
  • 36. Web of Science® is a citation databases hosted by Web of Knowledge platform It covers over 12,000 of the highest impact journals worldwide, including Open Access journals and over 150,000 conference proceedings. It has a retrospective coverage in the sciences, social sciences, arts, and humanities, with coverage to 1900. Bibliometrics where? Web of Science
  • 37. H index where:Web of Science
  • 38. H index where: Web of Science
  • 39.
  • 40. H index where: Scopus Scopus is a bibliographic database containing abstracts and citations for academic journal articles. It covers nearly 21,000 titles from over 5,000 publishers, of which 20,000 are peer-reviewed journals in the scientific, technical, medical, and social sciences (including arts and humanities). It is owned by Elsevier and is available by subscription
  • 41. H index where: Scopus www.scopus.com
  • 42. H index where: Scopus
  • 43. H index where: Google Scholar Freely accessible web search engine, part of Google, that indexes scientific publications from all disciplines, across the web www.scholar.google.com
  • 44. H index where: Google Scholar •https://addons.mozilla.org/en- US/firefox/addon/77344 http://www.harzing.com/pop.htm Google Scholar presents the list of publications and citations but can’t calculate automatically the h index. Therefore there are a variety of sites and programs “googlescholar- based” and are generally free.
  • 45. H index where: Google Scholar Mycitations profile in Google Scholar •publication data can be manually edited •missing publications can be added •publications can be merged and duplications removed •It is possible to sign up for notification of new citations to your publications •New publications will be added automatically to the profile
  • 46. Web of Science oSubscription required oAdvanced citation searching oCitation data available from 1990 oSubscription required oConference papers, books, chapter, dissertations excluded oLimited coverage of non English language titles oSubscription required oAdvanced citation searching and analysis features oBetter coverage of Social Science titles oIncludes conference proceedings oSubscription required oBooks, chapters dissertations excludeed oCitation data for papers published from 1996. oFree oCovers non English titles oCovers all type of publications oNo quality control, oDoes not cover all journals oCovers non scholarly content oAuthor’s search H Index where: databases Source: http://www.ndlr.ie/myri/
  • 47. Bibliometrics : Eigenfactor “A measure of the overall value provided by all of the given articles published in a journal in a year “ Developed by Jevin West and Carl Bergstrom - University of Washington The Eigenfactor™ ranks journals in a manner similar to that used by Google for ranking the importance of Web sites in a search The theory behind Eigenfactor Metrics is that a single citation from a high-quality journal may hold more value than multiple citations from more peripheral publications: a journal is influential if it is cited by other influential journals. The Article Influence score for a journal is the journal Eigenfactor score divided by the number of articles published by the journal over the five-year target period References from one article in a journal to another article from the same journal are removed, :Eigenfactor Scores are not influenced by journal self-citation
  • 48. Bibliometrics : SNIP Created by Professor Henk Moed at CTWS, University of Leiden, SNIP measures contextual citation impact by weighting citations based on the total number of citations in a subject field. Unlike journal impact factor, SNIP corrects differences in citation practices between scientific fields, thereby allowing for more accurate between-field comparisons of citation impact. Uses Scopus data Source Normalised Impact per Paper
  • 49. •It measures current average prestige per paper •It’s freely available on the web •SCImago website uses journal/citation data from Scopus •formula: citation time window is 3 years (instead of 2) •Strong correlation to JIF Bibliometrics : Scimago Journal Rank
  • 50. Bibliometrics :Alternative Metrics/Alt-Metrics Article downloads (from publisher sites) Article mentions in blogs, media Articles mentions on Facebook, Twitter Bookmarks/recommendations made to an article
  • 53. It is essential to keep distinguishing between scientific scholarly and societal impact Social media mentions should not be used to measure the contribution to scientific progress Bibliometrics :Alternative Metrics
  • 54. Conclusions Compare Like with Like Don’t rely on a single tool
  • 55. Metrics can improve research assessement. No single number is going to give the complete picture. Conclusions
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