  This paper presents a novel methodological framework by which the effects of
globalization on international collaboration can be studied and understood.
Using the cosine similarity of the disciplinary and partner profiles of
countries by collaboration types it is possible to analyse the effects of
globalization and the costs and benefits of an increasing global networked
research system.
