The Changing Role of Intangibles over
the Crisis
Intangibles & Economic Crisis &
Company’s Value : the Analysis using
Scientometric Instruments
Anna Bykova
Perm
25th March 2013
The objects of Scientometrics Analysis
1
•What is the University’s research performance
2
•How competitive is our research compared to peers?
3
•How can the University forecast growth?
4
•What are the Uni’s centres of excellence?
5
•What is our citation ranking
6
•How can we demonstrate the relevance of our research?
Scientometrics: basic points
Scientometrics are a set of methods for measuring the production and dissemination of
scientific knowledge for conducting quantitative analysis of science
Derek de Solla Price and Vasilij Nalimov were the originators of the discipline, which they
developed for the purpose of providing research tools to historians and sociologists of science.
Different Data Bases for conducting research (next slide)
Main Indicators of the Scientometrics
Publication
count
•The number of articles published in learned journals during a specific time frame is
an indicator of the output of a set or subset within the science system. It is also
possible to compare numbers in order to gauge output intensity in specific fields
(specialization index).
Citations and
impact factor
•Number of citations can be used to evaluate the scientific impact of research. The
number of citations received by learned journals is systematically compiled by
Thomson ISI and sold under the trademark Journal Citation Reports (JCI). This
product includes a number of indicators related to citations received by journals, and
the impact factor is probably the one most commonly applied.
Co-citation and
co-word analysis
•Many co-citation-based indicators are used to map research activity. Mapping is a
means of studying the development of emerging fields using time as a variable. Cocitation and co-word indicators can be combined with publication and citation counts
to build multifaceted representations of research fields, linkages among them, and
the actors who are shaping them.
Main Indicators of the Scientometrics:
Absolute and Relative measures
Methodology was almost taken from….
Jeevan V. K.J , and Sen B.K. . 2007. A scientometric analysis of publications on acceleratorbased research from nuclear science centre and Tata institute of fundamental research
India, Malaysian Journal of Library &Information Science, Vol. 12, no. 2, Dec. 2007: 89-97
Jeevan V.K.J., and Gupta B.M. 2001. R&D performance of different departments of IIT,
Kharagpur: a scientometric study based on publications, (Delhi University) Journal of
Library & Information Science, Vol. 26, no. 2: 129-143.
Pandalai T.A., Karanjai A., and Sen B.K. 1996. Bibliometrics in the evaluation of science.
Handbook of Libraries, Archives & Information Centres in India, Vol 13: 99-108.
Steps
Paper and citation counts
The place of publication of the journal papers
The key authors, institutions, and journals
The Subject of publications
Mapping
Key Words for the Research
Intangibles
Key
words
Company
Value
Economic
Crisis
Intangibles: incredible growth of publications during
last 10 years
More or less the same situation for
Intellectual Capital….
Economic Crisis: peaks of surge of interest
Company’s Value: could be just one of outputs
When we overlap all key words:
When we overlap all key words:
Countries: the Leadership of USA
Economic Crisis
Company's Value
Intangibles
Subject of the papers
Economic Crisis
Company's Value
Intangibles
Citation counts (absolute metrics!)
Intangibles
•Total number of documents: 6664
•H-index: 97
•Total number of citations: 55397
•Journal with max score: Journal of
Marketing (2019)
•Paper with max score: Evolving to a
New Dominant Logic for Marketing by
Vargo S.L., Lusch R.F.
•Time period: 1923-2013
•Top 3 journals:
•Journal of Marketing
•Academy of Management Journal
•International Journal of Production
Economics
Economic Crisis
•Total number of documents: > 20 000
from 2000 to 2013
•H-index: 59
•Total number of citations: 48909
•Journal with max score: the Lancet
•Paper with max score: Adaptive
governance of social-ecological
systems by Folke C., Hahn T., Olsson P.,
Norberg J.
•Top 3 Journals:
•Renewable and Sustainable Energy
Reviews
•Economy and Society
•Annual Review of Environment and
Resource
Company’s Value
•Total number of documents: > 20
000 from 2000 to 2013
•H-index: 45
•Total number of citations: 38904
•Journal with max score:
•Paper with max score: Managing the
co-creation of value by Payne A.F.,
Storbacka K., Frow P.
•Top 5 Journals:
•Journal of Financial Economics
•Journal of the Academy of
Marketing Science
•Harvard Business Review
Further Steps….. 1. To finish the analysis
Proportion of papers
published in SCI journals
Proportion of papers
published in non-SCI
journals
Impact rate, measured in
terms of normalized
impact factor (NIF) per
paper for papers in SCI
journals
Number of papers above
the average NIF and total
NIF of each institution
Number of papers in the
different NIF ranges and
the proportion of high NIF
papers, above a
particular threshold
Publication effectiveness
index (PEI) as a measure
of the impact of research
of a particular institution
in tune with the papers
produced
Further Steps….. 2. To calculate the Relative
measures
citations per paper
compared with
citations per paper in
the field over the
same period
rank within field or
among peer group by
papers, citations, or
citations per paper
citations vs. expected
(baseline) citations
percent papers cited
vs. uncited compared
to field average
Further Steps….. 3. Research field Mapping
Further Steps….. 3. Research field Mapping
Further Steps….. 3. Research field Mapping
Further Steps….. 3. Research field Mapping