Coronavirus is a common disease between humans and animals (zoonosis) (1, 2), which is enveloped, non-segmented, and has positive-sense single-stranded RNA virus (3). Genotypically and serologically, there are four groups, with approximately thirty types of coronaviruses common to humans, mammals, and birds. So far, considerable attention has paid to international cases of Pathogenesis and pathology (5-7). COVID-19 identified by WHO in Wuhan, China, at the beginning of 2020 (6, 5, 2), is considered the most dangerous virus of this family these days and has raised severe health concerns for all countries of the world (13). The virus causes severe respiratory and intestinal infections in animals and humans (14) and subsequently leads to death (15).
With the increase of scientific publications, the importance of observing such studies has become more critical in assessing the effects of scientific output on the medical sciences and has become an integral part of monitoring the performance of organizations (20). Investigating the existing capacities helps policymakers and research managers in the ranking of performance quality assessment, correct and normative budget allocation (21).
Scientometrics studies in international citation databases such as WOS are one of the essential tools for observing medical research processes and developments (22). Now (March 2020), in line with the challenging and global spread of Coronavirus, medical scientists do many types of research and publish papers to find innovative solutions to prevent the virus. To this end, medical scientists, using various indexes and software to analyze Coronavirus, observe and evaluate research outputs and present their findings to science and technology researchers and policymakers.
Some of the most essential literatures related to scientific representation of medical sciences utilizing scientometrics methods and indicators in Iran and internationally include Coronaviruses bibliographic analysis (14), Nipah Virus (23), MERS-CoV (24), HPV (25), Parasitology (26), Diabetes (27), Surgery (28), Neonatal Healths (29).
A review of the literature indicates that different scientometrics tools have attracted the attention of medical scholars and have been useful in representing the structure of medical science knowledge by analyzing this method. Given the immense and strategic importance of Coronavirus and the increasing scientific publicity of this subject, the study of scientometrics of Coronavirus is of great importance.
The main issue of this paper is to determine the status of the knowledge structure of international Coronavirus research outputs. Representing the scientific structure from different angles will guide Coronavirus specialists and researchers and policymakers in the Ministry of Health and medical science associations. Based on the elaborated theoretical framework, the primary purpose of this paper was to analyze half a century of scientific publications of Coronavirus in the world using scientific methods and tools. It is essential to review the process of scientific publishing, the type of resources, citations to articles, and identify the top journals, researchers, countries, and organizations in this subject area to achieve this goal from 1970 to 2019.
This applied research was carried out using scientometrics methods and an analytical approach. The statistical population of this article includes 5128 Coronavirus subject area documents indexed on the WOS from 1970 to 2019. The keywords were extracted from the Mesh browser and analyzed using Excel 2016 software.
Coronavirus international publication trend
Data analysis showed that the highest percentage of the scientific output of Coronavirus was in 2005 (6.8%), 2004 (6.78%), and 2006 (5.92%), respectively (Figure1).
Different Source Types of Coronavirus Scientific Publications Frequency Distribution
This article aimed to review the scientific publications of the Coronavirus, which are in the four types of Articles (4474), Meeting abstracts (313), Proceedings paper (290), and Reviews (235) respectively (Figure 2).
Coronavirus Citation Analysis
The total number of citations received in the last 50 years of the Coronavirus scientific publications is 165451. There are 3271 self-citations at the same time. Coronavirus scientific output in 2019 received the highest number of citations, 11385. The highest self-citation was in 357 in 2014.
Figure 1. Percentile of Coronavirus science production trend (1970-2019)
Figure 2. Different Source Types of Coronavirus Scientific Publications (1970-2019)
Table 1. Coronavirus Citation Analysis (1970-2019)
Year | Sum of Times Cited | Citations without Self- Citations | Citation | Self-Citation | % Self- Citation Per Year (of 3271%) | Year | Sum of Times Cited | Citations without Self- Citations | Citation | Self- Citation | % Self- Citation Per Year (of 3271%) |
1970 | 252 | 251 | 1 | 1 | 0.000306 | 1995 | 2003 | 1994 | 1505 | 9 | 0.002751 |
1971 | 143 | 143 | 8 | 0 | 0 | 1996 | 8 | 0 | 1340 | 8 | 0.002446 |
1972 | 704 | 701 | 38 | 3 | 0.000917 | 1997 | 413 | 389 | 1778 | 24 | 0.007337 |
1973 | 384 | 383 | 55 | 1 | 0.000306 | 1998 | 41 | 389 | 1639 | 9 | 0.002751 |
1974 | 255 | 0 | 58 | 255 | 0.077958 | 1999 | 98 | 87 | 1666 | 11 | 0.003363 |
1975 | 197 | 0 | 67 | 197 | 0.060226 | 2000 | 415 | 397 | 1631 | 18 | 0.005503 |
1976 | 431 | 429 | 70 | 2 | 0.000611 | 2001 | 85 | 64 | 2083 | 21 | 0.00642 |
1977 | 500 | 497 | 98 | 3 | 0.000917 | 2002 | 57 | 44 | 1373 | 13 | 0.003974 |
1978 | 393 | 391 | 200 | 2 | 0.000611 | 2003 | 753 | 527 | 2733 | 226 | 0.069092 |
1979 | 1 | 0 | 215 | 1 | 0.000306 | 2004 | 675 | 365 | 5968 | 310 | 0.094772 |
1980 | 3 | 0 | 250 | 3 | 0.000917 | 2005 | 16050 | 15758 | 8876 | 292 | 0.089269 |
1981 | 4 | 0 | 387 | 4 | 0.001223 | 2006 | 751 | 634 | 8811 | 117 | 0.035769 |
1982 | 1001 | 994 | 527 | 7 | 0.00214 | 2007 | 180 | 81 | 8059 | 99 | 0.030266 |
1983 | 1329 | 1315 | 385 | 14 | 0.00428 | 2008 | 253 | 184 | 8986 | 69 | 0.021094 |
1984 | 1204 | 1201 | 404 | 3 | 0.000917 | 2009 | 444 | 388 | 6905 | 56 | 0.01712 |
1985 | 4 | 0 | 504 | 4 | 0.001223 | 2010 | 661 | 616 | 7404 | 45 | 0.013757 |
1986 | 7 | 0 | 518 | 7 | 0.00214 | 2011 | 898 | 865 | 6381 | 33 | 0.010089 |
1987 | 263 | 248 | 672 | 15 | 0.004586 | 2012 | 566 | 510 | 6075 | 56 | 0.01712 |
1988 | 94 | 88 | 819 | 6 | 0.001834 | 2013 | 9202 | 8866 | 7654 | 336 | 0.102721 |
1989 | 141 | 136 | 802 | 5 | 0.001529 | 2014 | 630 | 273 | 10586 | 357 | 0.109141 |
1990 | 165 | 146 | 1107 | 19 | 0.005809 | 2015 | 157 | 14 | 10151 | 143 | 0.043718 |
1991 | 612 | 592 | 1189 | 20 | 0.006114 | 2016 | 370 | 256 | 11068 | 114 | 0.034852 |
1992 | 173 | 161 | 1284 | 12 | 0.003669 | 2017 | 910 | 810 | 9260 | 100 | 0.030572 |
1993 | 818 | 808 | 1842 | 10 | 0.003057 | 2018 | 1059 | 989 | 9243 | 70 | 0.0214 |
1994 | 958 | 936 | 1391 | 22 | 0.006726 | 2019 | 345 | 226 | 11385 | 119 | 0.03638 |
Sum of Self- Citations: 3271 | |||||||||||
Sum of received Citations:165451 |
Coronavirus Top Journals
Table 2 contains data from the top 10 Coronavirus journals ranked by impact factor. Of the journals listed in Table 2, the US publishes 12 and the Netherlands 5 Coronavirus journals. The highest impact factor is 9.58. The Journal of Virology has the highest number of citations and self-citations with 37309 and 5734, respectively.
Top Coronavirus Researchers
Table 3 lists the top ten Coronavirus researchers based on the number of scientific publications in the last 50 years. “Enjuanes, L.” with 114 publications, has the first place. However, the highest h-index belongs to “Yuen, KY” which is 49. It should be noted that “Yuen, KY” has 862 has the self-citation; which is the highest. Of the 5,128 Coronavirus documents in the last 50 years, 888 (over 17%) were published by the top 10 researchers.
The Most Proliferated Countries in Coronavirus
Of the 98 countries that have published the most Coronavirus scientific papers, the United States, China, and the Netherlands are the most proliferated countries (Figure 3).
The Most Proliferated Organizations in Coronavirus
Among the most proliferated organizations in Coronavirus scientific publications, The University of Hong Kong, Chinese Academy of Sciences, and Utrecht University have ranked first to third, respectively.
Table 2. Ranking of Coronavirus Journals based on Impact Factor (1970-2019)
Resource Title |
Citations |
Pure Citations |
Self- Citation |
Country |
Article Influence Score |
Eigen Factor |
Impact factor (IF) |
Quartile (Q) |
Proceedings of the National Academy of Sciences of the United States of America | 6403 | 6324 | 79 | USA | 4.493 | 1.02189 | 9.58 | Q1 |
Emerging infectious diseases | 4182 | 4094 | 88 | USA | 2.725 | 0.05940 | 7.185 | Q1 |
Journal of Infectious Disease | 2939 | 2889 | 50 | USA | 2.164 | 0.07596 | 5.045 | Q1 |
Journal of Clinical Microbiology | 2384 | 2329 | 55 | USA | 1.381 | 0.05332 | 4.959 | Q1 |
Journal of Virology | 37309 | 31575 | 5734 | USA | 1.381 | 0.09997 | 4.324 | Q1 |
Antiviral Research | 882 | 865 | 17 | Netherlands | 1.137 |
0.01597 | 4.13 | Q1 |
The Journal of Biological Chemistry | 2971 | 2916 | 55 | USA | 1.503 | 0.25223 | 4.106 | Q2 |
Viruses Basel | 888 | 863 | 25 | Switzerland | 1.221 | 0.02409 | 3.811 | Q2 |
Journal of Clinical Virology | 997 | 980 | 17 | Netherlands | 0.970 | 0.01530 | 3.02 | Q2 |
Journal of General Virology | 6498 | 6185 | 313 | England | 0.883 | 0.01877 | 2.809 | Q2 |
Table 3. Ranking of Coronavirus Researcher based on Record Number (1970-2019)
Author |
Affiliation |
Record |
% of 5128 |
h-index |
Citation |
Self-Citation |
Pure Citation |
Enjuanes L | Department of Molecular and Cell Biology, National Center of Biotechnology (CNB-CSIC), Madrid, Spain | 114 | 2.223 | 42 | 4105 | 603 | 3502 |
Perlman S | Department of Microbiology and Immunology, University of Iowa, Iowa City, Iowa, USA | 107 | 2.087 | 36 | 2914 | 266 | 2648 |
Yuen KY | Department of Microbiology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pokfulam, Hong Kong Special Administrative Region, China | 107 | 2.087 | 49 | 10105 | 862 | 9243 |
Weiss SR | Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA | 97 | 1.892 | 36 | 3424 | 459 | 2965 |
Baric RS | Department of Epidemiology, University of North Carolina, Chapel Hill, NC, USA | 85 | 1.658 | 36 | 3676 | 283 | 3393 |
Rottier PJM | Virology Division, Department of Infectious Diseases and Immunology, Utrecht University, Faculty of Veterinary Medicine, Utrecht, the Netherlands | 84 | 1.638 | 41 | 5146 | 346 | 4800 |
Drosten C | Institute of Virology, Charité Universitätsmedizin, Berlin, Germany. | 82 | 1.599 | 38 | 8500 | 299 | 8201 |
Liu DX | Guangdong Province Key Laboratory of Microbial Signals & Disease Control, and Integrative Microbiology Research Centre, South China Agricultural University, Guangzhou, China | 73 | 1.424 | 30 | 1867 | 455 | 1412 |
Makino S | Department of Microbiology and Immunology, The University of Texas Medical Branch, Galveston, Texas, USA | 72 | 1.404 | 33 | 2904 | 358 | 2546 |
Woo PCY | State Key Laboratory of Emerging Infectious Diseases, The University of Hong Kong, Pokfulam, Hong Kong | 67 | 1.307 | 34 | 4831 | 558 | 4273 |
Figure 3. The Most Proliferated Countries in Coronavirus (1970-2019)
Figure 4. The Most Proliferated Organizations in Coronavirus (1970-2019)
In the past 50 years, the fewest frequency of Coronavirus scientific publications were indexed in the WoS from 1970 to 1975 and the most documents were published in 2005, 2004, and 2006. The scientific publications trend of this paper is in line with the results of Bonilla-Aldana et al. (14). The United States, the Journal of Virology, the University of Hong Kong, and “Enjuanes L.” are the most proliferated ones in the Coronavirus publications, which is in line with the results of Zyoud (24). In terms of increased research activities and scientific publications, the results of this article are similar to those of Shirshahi et al. (26), Morovati and Sotudeh (27), and Emami et al. (25).
Considering the new and widespread wave of COVID19 infection in China and especially in Iran, considerable studies and clinical trials are ongoing. The findings of this article can be useful to scientists who are currently researching COVID19, especially Iranian specialists. It recommended that the paper summary will design in brochure format and widely disseminate to the researchers through the Iranian Microbiology Society.
In this regard, we appreciate the Infectious diseases experts for their valuable comments.
Authors declared no conflict of interests.
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