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Scientometrics
MD AZIZUR RAHMAN
EMAIL-azizurmlis@gmail.com
Dept. of LIS
Pondicherry University
Unit 1: Evolution of the concept of Informetrics
:Librametry, Bibliometry, Scientometrics,
Webometrics.
Unit 2:Theory and Laws: Zipfs Law, Lotka’s Law
Bradford’s Law, Price Theory and circulation
theory
 The term Scientometrics originated as a Russian term for
the application of quantitative methods to the history of
science.
 In 1969, Vassily V. Nalimov & Z. M. Mulchenko coined the
Russian equivalent of the term ‘scientometrics’
(‘naukometriya’) (Nalimov & Mulchenko, 1969).
 As the name would imply, this term is mainly used for the
study of all aspects of the literature of science and
technology.
 The term had gained wide recognition after the
foundation of the journal Scientometrics by Tibor Braun
in 1978 .
4
Professor V.V. Nalimov (1910-1997)
 The term Scientrometrics is a field which applies quantitative
methods to the study of science as an information process.
 It is the science of measuring the “quality “of science.
 It is often done using bibliometrics which is a measurement of
the impact of scientific publication.
 It includes all quantitative aspects of the science of science,
communication in science, and science policy.
 It deals with analysis, evaluation and graphic representation
of science and technology information. It tells “Who is doing
what and where?”
 Thus scientrometrics is a part of the sociology of science and
has application in science policy making.
What is Scientrometrics?
Nalimov and Mulchenko defined scientometrics as
“the application of quantitative methods which are
dealing with the analysis of science viewed as an
information process”.
Scientometrics is the science of measuring and
analyzing science ("Scientometrics," 2010).
Definitions
 According to Pouris (1989), ‘Scientrometrics is the
application of quantitative techniques(system
analysis, mathematical and statistical techniques
etc.) to scientific communication(science output,
science policy, science administration etc.) with the
objectives of;
 Developing science indicators;
 Measuring the impact of science on society; and
 Comparing the output as well as the impact of
science at national and international levels.
Thus Scientometrics involves studies in :
I. Sociology of science
II. History of science
III. Growth of science and scientific institutions
IV. Behaviour of science and scientists.
V. Science policy and decision- making
People ,
Institutions
Text, Journals
Content, Theories
Different perspectives in the study of Science and Technology
• Modern scientometrics is mostly based on the work
of Derek J. de Solla Price and Eugene Garfield. The
latter founded the Institute for Scientific Information,
which is heavily used for scientometric analysis.
Eugene Garfield Derek J. de Solla Price
 Studied the exponential growth of science and the
half-life of scientific literature; together with the
formulation of Price's Law.
 In his book entitled “Little Science – Big Science”
(1963), Derek J. de Solla Price analysed the recent
system of science communication and thus
presented the first systematic approach to the
structure of modern science applied to the science as
a whole.
Derek J. de Solla Price
 Scientometrics utilizes quantitative analysis and
science mapping to describe patterns of publication
within a given field or body of literature.
 There are two main procedures: performance analysis
and science mapping.
 Performance analysis aims at evaluating groups of
scientific actors (countries, universities, departments,
researches) and the impact of their activity on the
basis of bibliographic data.
• Science mapping aims at displaying the structural
and dynamic aspects of scientific research. A science
map is used to represent the cognitive structure of a
research field.
• Journal Impact Factor: Measure of the frequency with
which the "average article" in a journal has been cited
in a given period of time.
• H-index: impact of individual scientists rather than
journals: Measuring the number of an individual
Scientist's impact and citation record.
• Measuring the Level of Non-Citation: Uses the level of
non citation of articles within a journal as a measure of
quality.
• Page Rank Algorithm: (used in web-metrics (Google))
Used to provide greater weight to citations from
journals that have high impact than citations from
lower-impact journals.
Scientometric Indicators
The quantitative as well as qualitative analysis of any
Scientometrics study, such as citation mapping,
visualization, bibliographic coupling, co- authorship
network, co-words mapping etc. are carried out by using
Scientometrics tools. This tools are very much useful for
Scientrometricians for mapping their parameters in any
accept of their study.
Scientometrics tools
Tool Purpose Type
Authormap It is used for citation mapping
and visualization
Web tool
Bibcouple It is used for visualization of the
bibliographic coupling among
authors
Software
application
Citespace It is used for visualizing patterns
and trends in scientific literature
Map
Fulltext It is software for co-word
mapping of full texts
Software
application
HitCite Bibliographic analysis and
visualization software
Software
Authormap - citation mapping and visualization
Citespace visualizing patterns and trends in scientific literature
for co-word mapping using full texts
23
What is Scientific Productivity ?
=
INPUT OUTPUT
Scientists
Buildings
Equipments
Communication Tools
Salary etc.
Publications
Patents
Books
Technology Transfers,
Instruments Designed,
Royalty earned etc.
24
Factors that affect Productivity
Environment
Resources
Mentors
Age of Researchers
Experience
No. of Researchers
Mobility of Researchers in search of
better prospects
Avenues for individual growth
25
Why Evaluation?
when Private or Govt. Bodies are asked to award
large sum to scientists for research activity.
Those in-charge of making such decisions
(Policy Makers) feel uneasy about having to base
their decisions only on guess and on the personal
experiences of previous science administrators.
26
Who wants Evaluation?
Science Policy Makers
Science Fund Managers
Institutes for rewarding outstanding contributions
Awarding the scientific projects for conducting
research
27
What can be Evaluated?
Country
Departments/Divisions
Institutes
Universities
Individuals
28
Methods of Evaluations?
Quantitative Analysis Qualitative analysis
No. of scientific publications
No of Patents filed
No of Technology transfers etc.
Peer Review (Judges Rating)
Citation Analysis etc.
29
Examples of Scientific Productivity
Publication productivity is one of the important
indicators to help us to know the scientific
standing of a country among other countries of the
world,Institutions among other institutions, Individual
scientists among other scientists.
Nuclear S & T : A Global Perspective
(INIS 1970-2002)
United-States
Japan
Germany
United-Kingdom
France
USSR
India
RussianFederation
Italy
China
Canada
Brazil
Switzerland
Poland
Netherlands
Australia
Sweden
Czechoslovakia
Austria
Mexico
0
50000
100000
150000
200000
250000
300000
350000
400000
Numberofpublications
Countries
India is at 7th position
31
Romania
Korea
The Netherlands
Belgium
Sweden
Italy
Switzerland
Brazil
China
Austria
USSR
Australia
Russian Federation
Canada
United Kingdom
India
France
Japan
Germany
United State
0 200 400 600 800 1000 1200 1400 1600 1800 2000 2200 2400
Number of Publications
India’s Position in Mass Spectrometry Research in Nulear Science & Technology
Lists top 20 countries
81 countries actively engaged in research
Produced 10913 publications- USA is the top producing country with 2247
(18.11%), followed by, Germany with 1333 (10.74%), Japan with 820 (6.61%),
France with 525 (4.23%) India with 460 (3.71%), and United Kingdom 440
(3.55%) publications .
India is at 5th Position
32
India’s Position in Electrochemistry
Research as per SCI (1982-2005)
India is at 11th position
33
USA
JAPAN
GERMANY
FRANCE
PEOPLES-R-CHINA
ENGLAND
ITALY
RUSSIA
CANADA
SPAIN
INDIA
POLAND
0
2000
4000
6000
8000
10000
12000
Global View of Research
in Raman Spectroscopy
Numberofpublications
Country
India is at 11th position
34
India’s Position in Vacuum Science & Technology In
Nuclear Science &Technology INIS (1982-2005)
 Lists top 20 countries
 110 countries actively engaged in research
 produced 12027 publications-USA is the top producing country with 1936,
followed by Japan with 1770 publications, France with 8929 (8.63%) publications,
Germany with 1147 publications, Russian Federation with 971, Peoples-R-China
with 808 publications, and England with 474. India ranked tenth among other
countries with 400 publications.
India is at 10th position
Sweden
Taiwan
Australia
Spain
Switzerland
Ukraine
Brazil
Poland
Canada
Korea
India
Austria
Italy
United Kingdom
France
China
Russian Federation
Germany
Japan
United State
0 200 400 600 800 1000 1200 1400 1600 1800 2000
Number of Publications
Questions ?
Thank You

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Scientometrics

  • 2. Unit 1: Evolution of the concept of Informetrics :Librametry, Bibliometry, Scientometrics, Webometrics. Unit 2:Theory and Laws: Zipfs Law, Lotka’s Law Bradford’s Law, Price Theory and circulation theory
  • 3.  The term Scientometrics originated as a Russian term for the application of quantitative methods to the history of science.  In 1969, Vassily V. Nalimov & Z. M. Mulchenko coined the Russian equivalent of the term ‘scientometrics’ (‘naukometriya’) (Nalimov & Mulchenko, 1969).  As the name would imply, this term is mainly used for the study of all aspects of the literature of science and technology.  The term had gained wide recognition after the foundation of the journal Scientometrics by Tibor Braun in 1978 .
  • 5.
  • 6.  The term Scientrometrics is a field which applies quantitative methods to the study of science as an information process.  It is the science of measuring the “quality “of science.  It is often done using bibliometrics which is a measurement of the impact of scientific publication.  It includes all quantitative aspects of the science of science, communication in science, and science policy.  It deals with analysis, evaluation and graphic representation of science and technology information. It tells “Who is doing what and where?”  Thus scientrometrics is a part of the sociology of science and has application in science policy making. What is Scientrometrics?
  • 7. Nalimov and Mulchenko defined scientometrics as “the application of quantitative methods which are dealing with the analysis of science viewed as an information process”. Scientometrics is the science of measuring and analyzing science ("Scientometrics," 2010). Definitions
  • 8.  According to Pouris (1989), ‘Scientrometrics is the application of quantitative techniques(system analysis, mathematical and statistical techniques etc.) to scientific communication(science output, science policy, science administration etc.) with the objectives of;  Developing science indicators;  Measuring the impact of science on society; and  Comparing the output as well as the impact of science at national and international levels.
  • 9. Thus Scientometrics involves studies in : I. Sociology of science II. History of science III. Growth of science and scientific institutions IV. Behaviour of science and scientists. V. Science policy and decision- making
  • 10. People , Institutions Text, Journals Content, Theories Different perspectives in the study of Science and Technology
  • 11. • Modern scientometrics is mostly based on the work of Derek J. de Solla Price and Eugene Garfield. The latter founded the Institute for Scientific Information, which is heavily used for scientometric analysis. Eugene Garfield Derek J. de Solla Price
  • 12.  Studied the exponential growth of science and the half-life of scientific literature; together with the formulation of Price's Law.  In his book entitled “Little Science – Big Science” (1963), Derek J. de Solla Price analysed the recent system of science communication and thus presented the first systematic approach to the structure of modern science applied to the science as a whole. Derek J. de Solla Price
  • 13.  Scientometrics utilizes quantitative analysis and science mapping to describe patterns of publication within a given field or body of literature.  There are two main procedures: performance analysis and science mapping.  Performance analysis aims at evaluating groups of scientific actors (countries, universities, departments, researches) and the impact of their activity on the basis of bibliographic data.
  • 14. • Science mapping aims at displaying the structural and dynamic aspects of scientific research. A science map is used to represent the cognitive structure of a research field.
  • 15. • Journal Impact Factor: Measure of the frequency with which the "average article" in a journal has been cited in a given period of time. • H-index: impact of individual scientists rather than journals: Measuring the number of an individual Scientist's impact and citation record. • Measuring the Level of Non-Citation: Uses the level of non citation of articles within a journal as a measure of quality. • Page Rank Algorithm: (used in web-metrics (Google)) Used to provide greater weight to citations from journals that have high impact than citations from lower-impact journals. Scientometric Indicators
  • 16. The quantitative as well as qualitative analysis of any Scientometrics study, such as citation mapping, visualization, bibliographic coupling, co- authorship network, co-words mapping etc. are carried out by using Scientometrics tools. This tools are very much useful for Scientrometricians for mapping their parameters in any accept of their study. Scientometrics tools
  • 17. Tool Purpose Type Authormap It is used for citation mapping and visualization Web tool Bibcouple It is used for visualization of the bibliographic coupling among authors Software application Citespace It is used for visualizing patterns and trends in scientific literature Map Fulltext It is software for co-word mapping of full texts Software application HitCite Bibliographic analysis and visualization software Software
  • 18. Authormap - citation mapping and visualization
  • 19. Citespace visualizing patterns and trends in scientific literature
  • 20. for co-word mapping using full texts
  • 21.
  • 22.
  • 23. 23 What is Scientific Productivity ? = INPUT OUTPUT Scientists Buildings Equipments Communication Tools Salary etc. Publications Patents Books Technology Transfers, Instruments Designed, Royalty earned etc.
  • 24. 24 Factors that affect Productivity Environment Resources Mentors Age of Researchers Experience No. of Researchers Mobility of Researchers in search of better prospects Avenues for individual growth
  • 25. 25 Why Evaluation? when Private or Govt. Bodies are asked to award large sum to scientists for research activity. Those in-charge of making such decisions (Policy Makers) feel uneasy about having to base their decisions only on guess and on the personal experiences of previous science administrators.
  • 26. 26 Who wants Evaluation? Science Policy Makers Science Fund Managers Institutes for rewarding outstanding contributions Awarding the scientific projects for conducting research
  • 27. 27 What can be Evaluated? Country Departments/Divisions Institutes Universities Individuals
  • 28. 28 Methods of Evaluations? Quantitative Analysis Qualitative analysis No. of scientific publications No of Patents filed No of Technology transfers etc. Peer Review (Judges Rating) Citation Analysis etc.
  • 29. 29 Examples of Scientific Productivity Publication productivity is one of the important indicators to help us to know the scientific standing of a country among other countries of the world,Institutions among other institutions, Individual scientists among other scientists.
  • 30. Nuclear S & T : A Global Perspective (INIS 1970-2002) United-States Japan Germany United-Kingdom France USSR India RussianFederation Italy China Canada Brazil Switzerland Poland Netherlands Australia Sweden Czechoslovakia Austria Mexico 0 50000 100000 150000 200000 250000 300000 350000 400000 Numberofpublications Countries India is at 7th position
  • 31. 31 Romania Korea The Netherlands Belgium Sweden Italy Switzerland Brazil China Austria USSR Australia Russian Federation Canada United Kingdom India France Japan Germany United State 0 200 400 600 800 1000 1200 1400 1600 1800 2000 2200 2400 Number of Publications India’s Position in Mass Spectrometry Research in Nulear Science & Technology Lists top 20 countries 81 countries actively engaged in research Produced 10913 publications- USA is the top producing country with 2247 (18.11%), followed by, Germany with 1333 (10.74%), Japan with 820 (6.61%), France with 525 (4.23%) India with 460 (3.71%), and United Kingdom 440 (3.55%) publications . India is at 5th Position
  • 32. 32 India’s Position in Electrochemistry Research as per SCI (1982-2005) India is at 11th position
  • 34. 34 India’s Position in Vacuum Science & Technology In Nuclear Science &Technology INIS (1982-2005)  Lists top 20 countries  110 countries actively engaged in research  produced 12027 publications-USA is the top producing country with 1936, followed by Japan with 1770 publications, France with 8929 (8.63%) publications, Germany with 1147 publications, Russian Federation with 971, Peoples-R-China with 808 publications, and England with 474. India ranked tenth among other countries with 400 publications. India is at 10th position Sweden Taiwan Australia Spain Switzerland Ukraine Brazil Poland Canada Korea India Austria Italy United Kingdom France China Russian Federation Germany Japan United State 0 200 400 600 800 1000 1200 1400 1600 1800 2000 Number of Publications