Network Structure, Self-Organization and the Growth of International Collaboration in Science
Caroline S. Wagner, Loet Leydesdorff

TL;DR
This paper analyzes the growth of international scientific collaboration using network science, revealing that self-organizing mechanisms like preferential attachment drive co-authorship networks across fields and sub-fields.
Contribution
It introduces a network science approach to explain international collaboration growth, emphasizing self-organization and preferential attachment as key mechanisms.
Findings
Growth driven by self-organizing phenomena
Preferential attachment explains co-authorship network expansion
Sub-field dynamics influence global collaboration patterns
Abstract
Using data from co-authorships at the international level in all fields of science in 1990 and 2000, and within six case studies at the sub-field level in 2000, different explanations for the growth of international collaboration in science and technology are explored. We find that few of the explanations within the literature can be supported by a detailed review of the data. To enable further exploration of the role of recognition and rewards as ordering mechanisms within the system, we apply new tools emerging from network science. These enquiries shows that the growth of international co-authorships can be attributed to self-organizing phenomenon based on preferential attachment (searching for recognition and reward) within networks of co-authors. The co-authorship links can be considered as a complex network with sub-dynamics involving features of both competition and cooperation.…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsComplex Network Analysis Techniques · scientometrics and bibliometrics research · Business Strategy and Innovation
