ORIGINAL ARTICLE
Comparative Analysis of Research Performance of Medical Universities Based
on Qualitative and Quantitative Scientometric Indicators
Zoleikha Ranjbar-Pirmousa1, Narges Borji-Zemeidani1, Mirsaeed Attarch2, Shadman Nemati1,2, Farzaneh Aminpour3
3
1
Deputy of Research and Technology, Guilan University of Medical Sciences, Rasht, Iran
2
Medical Education Research Center, Guilan University of Medical Sciences, Rasht, Iran
Department of Research and Technology, Tehran University of Medical Sciences, Tehran, Iran
Received: 30 Mar. 2019; Accepted: 28 Jun. 2019
Abstract- Evaluation of the research status of the academic institution provides it with the possibility of
accurate research policymaking. Scientometric indicators are important tools for evaluating scientific
activities of individuals, groups, and institutions. The current research aims to analysis the research
performance of medical universities in Northern Iran based on quantitative and qualitative scientometric
indicators. In this cross-sectional descriptive study, the Scopus-indexed scientific documents provided by
medical universities in the Northern Iran have been studied in terms of number of publications, number of
citations, average number of Citations per Publication (C/P), Field-Weighted Citation Impact (FWCI),
scientific collaborations, the number of in top 10% citation percentile, and the number of publications in top
10% journal percentile according to CiteScore, Source Normalized Impact per Paper (SNIP), and
SCImagoJournal Rank (SJR) indicators during a five years period. According to the findings, Mazandaran
University of Medical Sciences has gained the highest position in terms of the number of publications and
citations, number of publications with international and national collaborations, and academic-industrial
collaborations., while Golestan University of Medical Sciences has gained a higher position in terms of
scientific outputs in top 10% citation percentile and journal percentile, CiteScore, SNIP, SJR and C/P. In
terms of the FWCI indicator, Golestan University of Medical Sciences has achieved the highest value.
Considering academic status and research capabilities of medical universities in the Northern Iran, increasing
academic-industrial collaboration, expanding academic collaboration with superior universities and
institutions around the world can be effective in increasing the quality of research and upgrading academic
ranks of universities at national, regional and international levels.
© 2019Tehran University of Medical Sciences. All rights reserved.
Acta MedIran 2019;57(7):448-455.
Keywords: Research assessment; Science production; Information management; Scientometrics,
Bibliometrics; Iran
Introduction
Nowadays, the position and global authority of the
countries and their basis for comprehensive
development depend on the production of knowledge
and research-based achievements, in addition to their
applications at the global level. Therefore, giving
importance to research and increasing research activities
in each and every country results in their development
and progress; and, it provides them with self-sufficiency
and real independence (1). On the other hand, research is
considered as one of the main missions of the medical
faculties (2). Specifying the status of scientific outputs
and advancements in various subject domains may be
indicative of a comprehensive picture of the type of
scientific activity performed by researchers and authors
in related fields; and, it may result in the identification
of the weakness and strength points of various research
cases performed (3).
Scientometric
studies
can
help
research
policymakers in allocating budget, creating a balance
between budget and costs, appointing appointments, and
promoting researchers and ranking academic institutes
(4).Scientometrics indicators are important tools for
evaluating scientific activities (5). These indicators are
based on the following four variables: creators, scientific
Corresponding Author: F. Aminpour
Department of Research and Technology, Tehran University of Medical Sciences, Tehran, Iran
Tel: +98 21 81633686, Fax: +98 21 81633698, E-mail address: f.aminpour@gmail.com
Z. Ranjbar-Pirmousa, et al.
outputs, references, and citations received by scientific
works (6). Meanwhile, citation indicators play an
important role in the evaluation of scientific activities
(7). Citation analysis can provide clear information on
the scientific activities of an individual, research group,
journal, or higher education institution (8). In addition to
the citation count, the number of most cited papers could
also be used as an indicator for the review of research
quality (9,10). Simultaneous use of quantitative
indicators of scientific outputs and qualitative indicators
of publications in the top 10% citation percentile in
addition to the FWCI which measures the citation level
of the scientific outputs of a particular country,
university, or researcher are important factors for
assessment of universities.
Field-Weighted Citation Impact (FWCI) is a
Snowball Metric which takes into account the
differences in research behavior across disciplines. It
also accounts for field-dependent citation differences
and thus can be used across different disciplines. FWCI
is defined as the ratio of the citations actually received
by denominator's output, and the average citations
received by all other similar publications. An FWCI=1
means the output performs just as expected for the
global average. An FWCI> 1 means the output is cited
less than expected by the global average (11). Currently,
rating indicators of publications such as SJR (SCImago
Journal Rank), SNIP (Source Normalized Impact per
Paper), and Cite Score in Scopus database can be
considered valid indicators for assessing the
performance of universities in terms of publications.
According to Glänzel et al., The compilation pattern
of scientific publications and the tendency of researchers
to contribute to research activities vary from one field to
another (12) Scientometric indicators are frequently
used to evaluate the researchers, disciplines, universities,
countries and regions based on their scientific
performance (13). Numerous studies are considered as
evidence of increasing international scientific
contributions of researchers in various fields of medical
sciences (14,15). On the other hand, many studies have
been done on the effect of scientific cooperation on
scientific outputs' quality increase in various countries.
Pečlin et al., believe that those papers, written through
the international scientific contribution in the field of
medical sciences, have more chance of being published
in qualitative journals and turned to the most cited
papers. These researchers consider international
collaborations as the cause of increasing access to
scientific outputs (16). A study conducted on scientific
outputs in the field of medical sciences in Malaysia
showed that papers generated by international
collaborations received more citations on average
compared to those produced by individuals or those
derived from domestic cooperation (17). The results
from another study on the international collaboration of
Indian researchers in the field of medical sciences
showed that these papers have been published in
journals with higher quality and have received more
citations (18). This way, it seems that academic
cooperation can be applied as an important indicator in
the university's and academic institutions' research
evaluation.
During the last decades, Iran has experienced
remarkable development in various fields especially in
medical science. Iranian universities have played a
major role in this development by supporting research
and knowledge dissemination (19). In 2017, the Iranian
trends in health research outputs and their contribution
to total science products during the period 2000-2014
were evaluated through a scientometric study. The study
showed that 237,056 scientific documents had been
published during the 15 years period, of which 81,867
(34.53%) were assigned to fields related to health (20).
Eftekhari and colleagues ranked research production
of Iranian medical universities based on international
indicators. They reported that about 17% of papers from
Iranian medical universities published in top-ranked
journals and 15% published with international
collaborations. The average paper per faculty member
was 1.14, according to their study (21). In 2017, Aldieri
and colleagues investigated the impact of internal and
external research collaborations on the scientific
performance to assess the performance of universities in
some European countries, including Germany, France,
Italy, the UK and Russia in the Scopus database. They
considered the number of publications and the fieldweighted citation impact and the publication share in
10% of most cited articles to determine the extent to
which the internal and external institutional
cooperation's impact is sensitive to the geographical
dimension of the data (22).
Scientific outputs of the Mazandaran University of
Medical Sciences in the Scopus database (1992-2013)
have been mapped by Riahi et al., Their findings
showed that scientific outputs of the university had had
positive quantitative growth; however, a large number of
papers has been published in journals with low impact
factor (23). The results of another research showed that
the Mazandaran University of Medical Sciences had a
better status in terms of H-index and scientific outputs
during 2005-2010, compared with other medical
Acta Medica Iranica, Vol. 57, No. 7 (2019) 449
Comparative analysis of research performance of medical universities
universities in Northern Iran (24). In terms of science
production and the average number of citations per
publications in the Web of Science citation database,
this university positioned at the top of other universities
in Northern Iran (25). On the other hand, numerous
cases of research are indicative of the expansion of
international scientific collaborations in Iran (26,27).
The current study used a wide range of quantitative
and qualitative scientometric indicators including
number of publications, number of citations they
received, the average citations per publication, FWCI
indicator, institutional, national, and international levels
of
scientific
collaboration,
academic-industrial
collaboration, publications in top 10% citation
percentile, and publications in top 10% journal
percentile according to CiteScore, SNIP, and SJR
indicators. FWCI measures the relationship between the
citation level of scientific outputs of a particular country,
university, or researcher; and, in fact, it shows the ratio
of received citations to the global average in a subject
field, type of article, and year of publication.
Publications in the top 10% citation percentile show
those scientific outputs of an organization or country
with a high percentage of citation received from among
the voluminous scientific outputs. International
collaborations also measure that group of scientific
outputs produced by at least two authors and two
countries' affiliation. This research analyses the research
performance of Iranian medical universities in the
Northen Iran in a way that the weakness and strength
points of the research procedure would be identified in
these universities. It can help research policymakers to
plan for necessary actions and make appropriate
interventions in terms of improving the scientific status
of universities.
Materials and Methods
In this cross-sectional descriptive study, the
scientific outputs of the medical universities in the
Northern Iran including Guilan, Mazandaran, Babol and
Golestan Universities of Medical Sciences in Scopus
database have been studied for a five years period from
the beginning of 2012 to end 2016 To extract data, the
organizational affiliation of each of the aforementioned
universities has first been searched separately in the
"affiliation" field of the Scopus database. Next, each
university's records during 2012-2016 have been studied
separately, based on the year of publication, number of
citations, and the average number of citations per
publication. The SciVal citation analysis database has
been applied for computing of FWCI, and academicindustrial collaborations. The results reported in the
forms of graphs and tables.
Results
According to the results the Mazandaran University
of Medical Sciences has had the highest number of
scientific outputs (2364) and citations received (13386)
during the five years period of the study. The lowest
number of indexed papers (843) and the lowest level of
received citations (3389) in Scopus have been related to
Golestan and Guilan Universities of Medical Sciences,
respectively. Highest (6.9) and lowest (3.2) average
numbers of citations to scientific outputs have been
related to Golestan and Babol Universities of Medical
Sciences, respectively (Table 1).
Table 1. Citation Analysis of the North Iranian Medical Universities Publications
University
Mazandaran University of
Medical Sciences
BabolUniversity of Medical
Sciences
GuilanUniversity of Medical
Sciences
GolestanUniversity of
Medical Sciences
2012
2013
2014
2015
2016
2012-2016
P
C
C/P
P
C
C/P
P
C
C/P
P
C
C/P
P
C
C/P
P
C
C/P
299
1882
6.3
459
2679
5.8
486
2627
5.4
500
4981
10
620
1217
2
2364
13386
5.7
217
1032
4.8
202
1008
5
241
539
3.5
249
623
2.5
315
373
1.2
1224
3875
3.2
135
837
6.2
159
823
5.2
164
777
4.7
218
636
2.9
248
316
1.3
924
3389
3.7
138
1103
8
142
829
5.8
154
680
4.4
171
643
3.8
238
1631
6.9
843
4886
5.8
Various types of collaborations in terms of scientific
production of universities in Northern Iran are presented
and compared in Table 2. The results showed that
among the Iranian medical universities, the academic-
450 Acta Medica Iranica, Vol. 57, No. 7 (2019)
industrial
share of Golestan and Mazandaran
Universities had been 11 publications. Meanwhile,
Guilan and Babol Universities of Medical Sciences have
produced no article in cooperation with industry.
Z. Ranjbar-Pirmousa, et al.
Mazandaran University of Medical Sciences has gained
a higher position than the other universities
respectively, with 220, 1198, and 917 publications, in
terms of international, national, and institutional
collaborations within the time interval of the study. This
university also gained a higher position in terms of
number of citations and the average number of citations
per publication resulted from international and national
collaboration, compared to other medical universities of
Northern Iran. In terms of FWCI, Mazandaran
University of Medical Sciences has gained the highest
position among other universities with respectively 5.84,
0.68, and 92.77 publications due to international,
national, and academic-industrial collaborations. In
terms of documents with one author, Babol University
of Medical Sciences has had the highest FWCI indicator
(0.94), the highest number of citations (351), and the
highest average citations per publication (16.7).
Table 2. Academic Collaboration of the Northern Iranian Medical Universities
University
Mazandaran
University
of Medical
Sciences
Golestan
University
of Medical
Sciences
Guilan
University
of Medical
Sciences
Babol
University
of Medical
Sciences
Indicator
International
Collaboration
National
Collaboration
Institutional
Collaboration
Single
Authorship
(No
Collaboration)
AcademicIndustrial
Collaboration
Publication
220
1198
917
29
11
Percentage
9.3
50.7
38.8
1.2
0.5
Citation
Citation/Publication
FWCI
Publication
5802
26.4
5005
4.2
2480
2.7
99
3.4
4251
386.5
5.84
0.68
0.43
0.6
92.77
147
492
179
25
11
Percentage
17.4
58.4
21.2
3
1.3
Citation
Citation/Publication
FWCI
Publication
Percentage
2247
2013
560
66
1180
15.3
4.1
3.1
2.6
107.3
5.65
0.67
0.56
0.33
62.25
102
477
333
10
0
11
51.6
36.3
1.1
0
Citation
761
1668
905
55
0
Citation/Publication
FWCI
7.5
3.5
2.7
5.5
0
1.2
0.57
0.44
0.46
0
Publication
Percentage
Citation
Citation/Publication
FWCI
83
6.8
563
46
557
45.5
21
1.7
0
0
410
1743
1371
351
0
4.9
0.76
3.1
0.48
2.5
0.41
16.7
0.94
0
0
Results provided in Table 3 show that Golestan
University of Medical Sciences has had the highest
number of publications in the top 10% journal percentile
in terms of CiteScore, SNIP, and SJR indicators,
respectively, with 9, 3.8 and 8.1%. The lowest number
of publications in the top 10% journal in terms of the
CiteScore indicator has been 3.1% and related to the
Babol University of Medical Sciences. As far as
publications in the top 10% citation percentile are
concerned, the highest (190) and the lowest (53)
numbers of publications produced by the Mazandaran
and Guilan Universities of Medical Sciences
respectively.
The highest rate of FWCI (3.68) for publications of
the universities understudy has been related to 2016 and
to the Golestan University of Medical Sciences. Overall,
the FWCI rate for the five-year period has been 1.5,
1.07, 0.59, and 0.47 for Golestan, Mazandaran, Guilan,
and Babol Universities of Medical Sciences respectively
(Table 4).
Graph (1) shows the scientific outputs of the
publications in the top 10% citation percentile of the
medical universities in Northern Iran, separately for
each year of the period under study. According to the
results and in comparison with their previous year,
Babol (63), Golestan (39), and Guilan (23) The
Acta Medica Iranica, Vol. 57, No. 7 (2019) 451
Comparative analysis of research performance of medical universities
universities have shown a growing trend, while, the
Mazandaran University of Medical Sciences has shown
a severe drop (43) interms of publications in the top
10% citation percentile in 2016 compared to that of
2015.
Table 3. Comparison of Highly Cited Publications of the Northern Iranian Medical Universities
University
Mazandaran
University of
Medical
Sciences
Golestan
University of
Medical
Sciences
Babol
University of
Medical
Sciences
Guilan
University of
Medical
Sciences
Publications in Top 10%
Journal Percentile
(CiteScore)
Number
Percentage
Publications in Top
10% Journal Percentile
(SNIP)
Number
Percentage
Publications in Top 10%
Journal Percentile
(SJR)
Number
Percentage
Publications in Top 10%
Citation Percentile
Number
Percentage
112
4.7
52
2.2
48
2.3
190
8.0
76
9.0
32
3.8
68
8.1
87
10.3
38
3.1
20
1.6
36
3.0
64
5.2
46
5.0
11
1.2
32
3.5
53
5.7
Table 4. Ranking Northern Iranian Medical Universities According to Field Weighted Citation Impact
Rank
1
2
3
4
University
GolestanUniversity
of Medical
Sciences
Mazandaran
University of
Medical Sciences
GuilanUniversity
of Medical
Sciences
Babol University
of Medical
Sciences
FWCI
2012
FWCI
2013
FWCI
2014
FWCI
2015
FWCI
2016
FWCI
2012-2016
0.63
0.58
0.64
0.74
3.68
1.50
0.47
0.68
0.77
2.29
0.88
1.07
0.47
0.55
0.65
0.61
0.63
0.59
0.33
0.45
0.46
0.56
0.53
0.47
Graph 1. The Trend of the Northern Iranian Medical Universities Publications in Top 10% Citation Percentile
452 Acta Medica Iranica, Vol. 57, No. 7 (2019)
Z. Ranjbar-Pirmousa, et al.
Discussion
The results indicate that during the period 20122016, the Mazandaran University of Medical Sciences
has had the highest rate of scientific output with the
highest citation rate. According to Riahi and colleagues,
the Mazandaran University of Medical Sciences showed
an increase in scientific publications indexed by the
Scopus database during the period 1992-2013 (23).
Results from another study also showed that the
Mazandaran University of Medical Sciences was
positioned the highest rank of universities in Northern
Iran, in terms of science productions and the average
number of citations per document in Web of Science
(25). According to the present study, the average
number of citations per publication in Golestan
University of Medical Sciences has been higher than
other medical universities in Northern Iran. An
increasing number of citations would indicate higher
quality of scientific outputs (28,29); therefore, it seems
that the quality of the Golestan University of Medical
Science publications has been higher, in comparison to
the other medical universities of Iran.
In terms of scientific collaborations, Mazandaran and
Golestan Universities of Medical Sciences have
produced respectively the largest number of publications
produced underinternational collaboration. According to
the
other
researches,
international
research
collaborations could improve the number of scientific
papers (30,31). This way, it seems that creating a proper
ground for the expansion of international collaborations
may result in a quantitative and qualitative increase in
the scientific output of Iranian medical universities.
The present study showed that those publications
from Mazandaran University of Medical Sciences
produced by international and national as well as
academic-industrial collaborations had been more
desirable status in terms of citations, citations per
publication and FWCI indicators. It seems that the
number of citations received by each paper has a direct
relationship with FWCI, in various types of academic
collaborations. According to Bornamann, the citation
impact of papers has a relationship with academic
collaborations (32). Most cited papers are written by
more researchers; and, they are mostly written through
international collaborations (16-18,31,33). Scientific
collaboration increases the quality of research conducted
through international collaboration (34). Moreover, the
FWCI would be increased through international
academic collaborations (35). Therefore, it seems that
scientific collaborations and FWCI can be considered as
qualitative indicators in evaluating and ranking
academic institutions and universities.
According to CiteScore, SNIP, and SJR indicators,
the Golestan University of Medical Sciences
publications in the top 10% of the journal's percentile
have been higher than other universities in the medical
sciences in Northern Iran. Meanwhile, Golestan, Giulan
and Babol universities of medical sciences have shown a
growing trend of publications in the top 10% citation
percentiles during 2012-2016, with an even steeper
rising slope for Babol University during 2015-2016 (14
to 63 most citations), compared to other medical
universities in Northern Iran. However, the growing
trend of the Mazandaran University of Medical Sciences
from 2012 to 2015 turned into a downward trend, in
2016. It seems that selecting top journals in each field by
academic researchers may result in an increasing
number of papers used and a number of citations they
receive. On the other hand, it seems that there is a direct
relationship between the FWCI of scientific outputs in a
university and its publications in the top 10% journal
percentile. This can be evidence of the effect of
publications in top journals on scientific works being
more viewed. More importantly, it can result in a
growing number of citations and papers by the FWCI
rate.
In general, Guilan, Mazandaran, Babol and Golestan
Universities of Medical Sciences need to elevate their
international and academic-industrial collaborations in
order to improve the quality of their scientific
publications and their positions in academic ranking
systems. An analytical study of effective and preventive
factors in research collaborations of faculty members of
Iranian medical universities can pave the way for
improving academic collaborations at national, regional,
and international levels. Novel research policies should
be designed to empower the research abilities of faculty
members as well as their information knowledge.
Acknowledgments
The funding from Guilan University of Medical
Sciences to support this research project is gratefully
acknowledged. (Grant No. 1361878825)
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