On the Relation between the Small World Structure and Scientific Activities

被引:21
作者
Ebadi, Ashkan [1 ]
Schiffauerova, Andrea [1 ,2 ]
机构
[1] Concordia Univ, CIISE, Montreal, PQ, Canada
[2] Masdar Inst, Dept Engn Syst & Management, Masdar City, Abu Dhabi, U Arab Emirates
关键词
CO-AUTHORSHIP NETWORKS; COLLABORATION NETWORKS; STATISTICAL-MECHANICS; SOCIAL NETWORK; SCIENCE; IMPACT; PERFORMANCE; CREATIVITY; MALAYSIA; LIBRARY;
D O I
10.1371/journal.pone.0121129
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The modern science has become more complex and interdisciplinary in its nature which might encourage researchers to be more collaborative and get engaged in larger collaboration networks. Various aspects of collaboration networks have been examined so far to detect the most determinant factors in knowledge creation and scientific production. One of the network structures that recently attracted much theoretical attention is called small world. It has been suggested that small world can improve the information transmission among the network actors. In this paper, using the data on 12 periods of journal publications of Canadian researchers in natural sciences and engineering, the co-authorship networks of the researchers are created. Through measuring small world indicators, the small worldiness of the mentioned network and its relation with researchers' productivity, quality of their publications, and scientific team size are assessed. Our results show that the examined co-authorship network strictly exhibits the small world properties. In addition, it is suggested that in a small world network researchers expand their team size through getting connected to other experts of the field. This team size expansion may result in higher productivity of the whole team as a result of getting access to new resources, benefitting from the internal referring, and exchanging ideas among the team members. Moreover, although small world network is positively correlated with the quality of the articles in terms of both citation count and journal impact factor, it is negatively related with the average productivity of researchers in terms of the number of their publications.
引用
收藏
页数:19
相关论文
共 64 条
[1]   Identifying the effects of co-authorship networks on the performance of scholars: A correlation and regression analysis of performance measures and social network analysis measures [J].
Abbasi, Alireza ;
Altmann, Joern ;
Hossain, Liaquat .
JOURNAL OF INFORMETRICS, 2011, 5 (04) :594-607
[2]   Statistical mechanics of complex networks [J].
Albert, R ;
Barabási, AL .
REVIEWS OF MODERN PHYSICS, 2002, 74 (01) :47-97
[3]   Evolution of the social network of scientific collaborations [J].
Barabási, AL ;
Jeong, H ;
Néda, Z ;
Ravasz, E ;
Schubert, A ;
Vicsek, T .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2002, 311 (3-4) :590-614
[4]  
Baum JAC, 2004, CAN J ADM SCI, V21, P307
[5]   Where do small worlds come from? [J].
Baum, JAC ;
Shipilov, AV ;
Rowley, TJ .
INDUSTRIAL AND CORPORATE CHANGE, 2003, 12 (04) :697-725
[6]   Impact of public and private research funding on scientific production: The case of nanotechnology [J].
Beaudry, Catherine ;
Allaoui, Sedki .
RESEARCH POLICY, 2012, 41 (09) :1589-1606
[7]   STUDIES IN SCIENTIFIC COLLABORATION .3. PROFESSIONALIZATION AND THE NATURAL-HISTORY OF MODERN SCIENTIFIC CO-AUTHORSHIP [J].
BEAVER, DD ;
ROSEN, R .
SCIENTOMETRICS, 1979, 1 (03) :231-245
[8]   RESEARCH PRODUCTIVITY AND TEACHING EFFECTIVENESS [J].
CENTRA, JA .
RESEARCH IN HIGHER EDUCATION, 1983, 18 (04) :379-389
[9]   The impact of small world on innovation: An empirical study of 16 countries [J].
Chen, Zifeng ;
Guan, Jiancheng .
JOURNAL OF INFORMETRICS, 2010, 4 (01) :97-106
[10]  
Coleman J.S., 1981, LONGITUDINAL DATA AN