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Erschienen in: Archives of Osteoporosis 1/2021

01.12.2021 | Original Article

Co-authorship network analysis of Iranian researchers on osteoporosis

verfasst von: Kazem Khalagi, Mohammad Javad Mansourzadeh, Azadeh Aletaha, Hossein Yarmohammadi, Rasha Atlasi, Sepideh Banar, Noushin Fahimfar, Firoozeh Hajipour, Mahnaz Sanjari, Bagher Larijani, Afshin Ostovar

Erschienen in: Archives of Osteoporosis | Ausgabe 1/2021

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Abstract

Summary

Our purpose was to investigate the co-authorship network of Iranian researchers in the field of osteoporosis. We used 1328 documents retrieved from databases of PubMed, Scopus, and Web of Science in the analysis. The network had 183 authors in 13 clusters, low cohesion, and slow information flow between its members.

Purpose

This study aims to investigate the pattern and characteristics of cooperation between Iranian researchers in the field of osteoporosis through the co-authorship social network analysis.

Methods

All papers on osteoporosis with at least one Iranian author were retrieved from medical databases of PubMed, Scopus, and Web of Science from 2009 to 2019. After the removal of duplicates, the title and abstract of the papers were reviewed by two independent reviewers, and screening was performed according to the inclusion and exclusion criteria. The data were entered into the BibExecl software, and the different spelling forms in the author names were manually merged. The authors’ co-occurrence matrix was then developed and entered into the UCINET software and the cohesion indexes (density, diameter, and average distance) and centrality indexes (degree, betweenness, closeness, and eigenvector) for the co-authorship network were estimated. The institutions and countries of the authors of the entered papers were also used in the network analysis and their socio-graphs were drawn.

Results

We used 1328 documents in the analysis. The co-authorship network was constructed only for authors with at least 5 papers. The network had 183 nodes (authors) in 13 clusters. Its density was 0.063 and its number of components was 2. The large component encompassed 95.6% and the small component 4.4% of authors. The average distance in the main component of the network was 3 and its diameter was 6. Larijani B was ranked first in the network in terms of degree, betweenness, closeness, and eigenvector centrality. In terms of the contribution of organizations in osteoporosis publications, Tehran University of Medical Sciences (with 35.5% of papers published in WoS database), Shahid Beheshti University of Medical Sciences (14.7%), and Shiraz University of Medical Sciences (9.3%) retained in the first to third place, respectively. In papers published on the WoS, most Iranian authors have collaborated with authors from the USA, Belgium, Canada, and the UK respectively.

Conclusion

The co-authorship network had low cohesion with slow information flow between its members. The collaboration with young researchers by the network’s active, efficient, and broker authors will lead to the maintenance and development of the network.
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Literatur
1.
Zurück zum Zitat Sözen T, Özışık L, Başaran NÇ (2017) An overview and management of osteoporosis. Eur J Rheumatol 4(1):46–56CrossRef Sözen T, Özışık L, Başaran NÇ (2017) An overview and management of osteoporosis. Eur J Rheumatol 4(1):46–56CrossRef
2.
Zurück zum Zitat Biglu MH, Ghavami M, Biglu S (2014) Authorship, institutional and citation metrics for publications on postmenopausal osteoporosis. Osteoporos Int 25(4):1337–1343CrossRef Biglu MH, Ghavami M, Biglu S (2014) Authorship, institutional and citation metrics for publications on postmenopausal osteoporosis. Osteoporos Int 25(4):1337–1343CrossRef
3.
Zurück zum Zitat Rajabi M, Ostovar A, Akbari Sari A, Sajjadi-Jazi SM, Fahimfar N, Larijani B et al (2020) Direct costs of osteoporotic fractures in Iran. [Unpublished manuscript]. In press Rajabi M, Ostovar A, Akbari Sari A, Sajjadi-Jazi SM, Fahimfar N, Larijani B et al (2020) Direct costs of osteoporotic fractures in Iran. [Unpublished manuscript]. In press
4.
Zurück zum Zitat Cao L, Pauleen D, Wang WYC, Whitworth B (2011) Structural analysis in the Collaborative Research Network -- The Empirices of Chinese Meteorology Researchers. In: 2011 Fourth International Joint Conference on Computational Sciences and Optimization, pp 15–19 April 2011 Cao L, Pauleen D, Wang WYC, Whitworth B (2011) Structural analysis in the Collaborative Research Network -- The Empirices of Chinese Meteorology Researchers. In: 2011 Fourth International Joint Conference on Computational Sciences and Optimization, pp 15–19 April 2011
5.
Zurück zum Zitat Sadoughi F, Valinejadi A, Shirazi MS, Khademi R (2016) Social network analysis of Iranian researchers on medical parasitology: a 41 year co-authorship survey. Iran J Parasitol 11(2):204–212PubMedPubMedCentral Sadoughi F, Valinejadi A, Shirazi MS, Khademi R (2016) Social network analysis of Iranian researchers on medical parasitology: a 41 year co-authorship survey. Iran J Parasitol 11(2):204–212PubMedPubMedCentral
6.
Zurück zum Zitat Ghafouri HB, Mohammadhassanzadeh H, Shokraneh F, Vakilian M, Farahmand S (2014) Social network analysis of Iranian researchers on emergency medicine: a sociogram analysis. Emerg Med J 31(8):619–624CrossRef Ghafouri HB, Mohammadhassanzadeh H, Shokraneh F, Vakilian M, Farahmand S (2014) Social network analysis of Iranian researchers on emergency medicine: a sociogram analysis. Emerg Med J 31(8):619–624CrossRef
7.
Zurück zum Zitat Salamati P, Soheili F (2016) Social network analysis of Iranian researchers in the field of violence. Chin J Traumatol 19(5):264–270CrossRef Salamati P, Soheili F (2016) Social network analysis of Iranian researchers in the field of violence. Chin J Traumatol 19(5):264–270CrossRef
8.
9.
Zurück zum Zitat Askarishahi M, Ghasemi N, Fallahzade H, Ardekani MA, Afkhamiardekani A (2018) Comparing of decision tree with logistic regression model in evaluating osteoporosis. Tolooe Behdasht 17(1):14–23 Askarishahi M, Ghasemi N, Fallahzade H, Ardekani MA, Afkhamiardekani A (2018) Comparing of decision tree with logistic regression model in evaluating osteoporosis. Tolooe Behdasht 17(1):14–23
10.
Zurück zum Zitat Persson O, Danell R, Schneider JW (2009) How to use Bibexcel for various types of bibliometric analysis. Celebrating scholarly communication studies: a Festschrift for Olle Persson at his 60th Birthday. 5:9–24 Persson O, Danell R, Schneider JW (2009) How to use Bibexcel for various types of bibliometric analysis. Celebrating scholarly communication studies: a Festschrift for Olle Persson at his 60th Birthday. 5:9–24
11.
Zurück zum Zitat Borgatti SP, Everett MG, Freeman LC (2002) Ucinet 6 for windows. software for social network analysis. Harvard MA: Analytic Technologies Borgatti SP, Everett MG, Freeman LC (2002) Ucinet 6 for windows. software for social network analysis. Harvard MA: Analytic Technologies
12.
Zurück zum Zitat Hansen DL, Shneiderman B, Smith MA, Himelboim I (2020) Chapter 3 - Social network analysis: measuring, mapping, and modeling collections of connections. In: Hansen DL, Shneiderman B, Smith MA, Himelboim I (eds) Analyzing Social Media Networks with NodeXL, 2nd edn. Morgan Kaufmann, pp 31–51 Hansen DL, Shneiderman B, Smith MA, Himelboim I (2020) Chapter 3 - Social network analysis: measuring, mapping, and modeling collections of connections. In: Hansen DL, Shneiderman B, Smith MA, Himelboim I (eds) Analyzing Social Media Networks with NodeXL, 2nd edn. Morgan Kaufmann, pp 31–51
13.
Zurück zum Zitat Sattarzadeh A, Galyani Moghaddam G, Momeni E (2016) The analysis of the structure of scientific collaboration networks in basic medical sciences in the science citation index from 1996 to 2013. Knowl Stud 2(6):1–20 [Persian] Sattarzadeh A, Galyani Moghaddam G, Momeni E (2016) The analysis of the structure of scientific collaboration networks in basic medical sciences in the science citation index from 1996 to 2013. Knowl Stud 2(6):1–20 [Persian]
14.
Zurück zum Zitat Golbeck J (2013) Chapter 3 - Network structure and measures. In: Golbeck J (ed) Analyzing the Social Web. Morgan Kaufmann, Boston, pp 25–44 Golbeck J (2013) Chapter 3 - Network structure and measures. In: Golbeck J (ed) Analyzing the Social Web. Morgan Kaufmann, Boston, pp 25–44
15.
Zurück zum Zitat Perez C, Germon R (2016) Chapter 7 - Graph creation and analysis for linking actors: application to social data. In: Layton R, Watters PA (eds) Automating open source intelligence. Syngress, Boston, pp 103–129 Perez C, Germon R (2016) Chapter 7 - Graph creation and analysis for linking actors: application to social data. In: Layton R, Watters PA (eds) Automating open source intelligence. Syngress, Boston, pp 103–129
16.
Zurück zum Zitat van Eck NJ, Waltman L (2010) Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics. 84(2):523–538CrossRef van Eck NJ, Waltman L (2010) Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics. 84(2):523–538CrossRef
17.
Zurück zum Zitat Waltman L, Van Eck NJ, Noyons EC (2010) A unified approach to mapping and clustering of bibliometric networks. J Inf 4(4):629–635 Waltman L, Van Eck NJ, Noyons EC (2010) A unified approach to mapping and clustering of bibliometric networks. J Inf 4(4):629–635
18.
Zurück zum Zitat Morlacchi P, Wilkinson I, Young L. A network analysis of the evolution of personal research networks among IMP researchers. 2005. Morlacchi P, Wilkinson I, Young L. A network analysis of the evolution of personal research networks among IMP researchers. 2005.
19.
Zurück zum Zitat Billah SM, Gauch S (2015) Social network analysis for predicting emerging researchers. In: 2015 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K). IEEE Billah SM, Gauch S (2015) Social network analysis for predicting emerging researchers. In: 2015 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K). IEEE
20.
Zurück zum Zitat Hazeri A, Malekzade F, Aminian DS (2015) A study of scientific collaboration and co-authorship networks within knowledge management papers in the category of Library Science, Information Science in the Web of Science. Quart Knowl Inf Manag J 2(2):61–74 [Persian] Hazeri A, Malekzade F, Aminian DS (2015) A study of scientific collaboration and co-authorship networks within knowledge management papers in the category of Library Science, Information Science in the Web of Science. Quart Knowl Inf Manag J 2(2):61–74 [Persian]
21.
Zurück zum Zitat Mohammadian S, Vaziri E (2017) Analysis and visualization of scientific collaboration of Iran universities of medical sciences using social network analysis metrics based on Web of Science database. Payavard Salamat 11(1):43–56 [Persian] Mohammadian S, Vaziri E (2017) Analysis and visualization of scientific collaboration of Iran universities of medical sciences using social network analysis metrics based on Web of Science database. Payavard Salamat 11(1):43–56 [Persian]
Metadaten
Titel
Co-authorship network analysis of Iranian researchers on osteoporosis
verfasst von
Kazem Khalagi
Mohammad Javad Mansourzadeh
Azadeh Aletaha
Hossein Yarmohammadi
Rasha Atlasi
Sepideh Banar
Noushin Fahimfar
Firoozeh Hajipour
Mahnaz Sanjari
Bagher Larijani
Afshin Ostovar
Publikationsdatum
01.12.2021
Verlag
Springer London
Erschienen in
Archives of Osteoporosis / Ausgabe 1/2021
Print ISSN: 1862-3522
Elektronische ISSN: 1862-3514
DOI
https://doi.org/10.1007/s11657-021-00914-9

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