Institutional Collaboration in Global Science

Felix de Moya Anegon. Nowadays, georeferenced maps of science are becoming widely used in a number of ways in Research Analysis and Evaluation because of their ability to represent context information; see for instance Beauchesne’s captivating images in his post on Maps of scientific collaboration between researchers or Bornmann & Waltman’s geographical density maps. There are many more examples. However I will be posting on a different kind of map: a Scientific Collaboration Map that overtakes issues regarding the topographical rigidity exhibited by the former. The proposed maps represent the nearly 3,000 Research Institutions which account for about 80% of the world scientific output.

World Collaboration Map

In the picture, institutions are linked one another based on Research Collaboration as stated on paper affiliations (the list of institutions in the chart is exactly the same to the one used to elaborate the Scimago Institutions Rankings World Report 2010) According to the algorithm used to make the picture, collaboration links act as gravitational forces in such a way that the closeness between nodes (and clusters) represents collaboration strength; each node represents an institution and colors symbolize world regions.

Scientific collaboration tends to take place among neighbors (preferably but not exclusively) so one might expect that a graph illustrating collaboration links among Research Institutions should group them into regions, as in the figure. This regional cluster formations, besides highlighting intra-regional vs inter-regional collaboration strength, helps us analyze the degree of centrality reached by the different regions of the world within the global network of Research Institutions. You can observe not only size differences in regional sub-networks but also how “central” are different regions within scientific knowledge generation and communication processes.

Reputed vs. Emerging Science

In these kind of representations, centered positions tends to reflect higher reputation levels while peripheral ones imply larger local collaboration patterns. As a consequence, researchers belonging to centered institutions are requested to collaborate by researchers from all around the world.

As it was to be expected Research Institutions from Northern America (USA and Canada) and Europe compete for central positions. These regions have intense research collaboration links as the wide contact front between institutions from both regions highlights. Meanwhile, the self-organizational system of World Science keeps on pushing outwards to traditionally peripheral regions (Asia, Latin America, Middle East and Africa) despite these regions currently exhibit larger Growth Rates than central ones.

In fact, despite the impressive increasingly important role played by Asia in Global Research Outputs, mainly due to Chinese Science grown, their institutions are still far from reaching the reputation levels achieved by some European and Northern American’s Research Institutions, hence the outlying position showed by the Asian Cluster. It is so, even though Asia and Northern America have strong collaborations links affecting many Asiatic Countries.

Latin America, Oceania and Middle East

These regions maintain priority collaboration links, at a regional scale, with at least two regions each. Latin America with Europe –mainly Spain and Portugal- and Northern America; in this case the picture shows that Latin America – Europe collaboration links are so intense that the boundary between both regions is not well defined in the map. Similarly, the deep links that Australian and New Zeeland Research Institution has with Northern American counterparts lead to the blurred boundaries observed in the map between Oceania and Northern American Regional Clusters.

Featured Neighborhoods

The Middle East region deserves an isolated view. It is the unique region divided into two separated areas in the map. Arabic countries are placed at the bottom of the map primarily connected to Europe, mainly East Europe (white nodes), and a lesser extent to Asia and Northern America; while Israel sets itself in the junction of Europe, Northern America and Latin America.
The overlapping nodes from Western and Eastern Europe depict only one research cluster for Europe; suggesting there is not Western Europe separated from Eastern Europe in terms of Research Collaboration.
African Institutions share their collaboration links between Europe and Middle East.
Japanese Institutions fit their institutional links among the Northern American collaboration web.

Further Analyses

It turns out obvious that the relative weight of Biomedicine and Health Sciences is very important in this kind of representation given the skewed thematic distribution shown by the world research output and the fact that all those papers with authors belonging to the same institutions are excluded. In the future will be appropriate to carry out more thorough analyses devoted to concrete scientific fields where possible collaboration pattern differences are highlighted, meanwhile this post can serve as a discussion provoking contribution.


Félix de Moya Anegón is Research Professor at the Institute of Public Goods and Policies (IPP) from the Spanish National Research Council (CSIC), his academic interests include scientometrics, bibliometrics, research evaluation and science policy; he has published around 100 papers in these fields. He is SCImago Research Group‘s main researcher, where he has led renowned bibliometic projects including Scimago Journal & Country Rank, Scimago Institution Rankings and The Atlas of Science. Prof. De Moya is also advisor for Science Policy issues for national organizations of science and technology and research institutions around the world.

6 thoughts on “Institutional Collaboration in Global Science

  1. Colleagues, it is very important to us, the researchers from postsoviet space, to know about the contemporary approaches to science evaluation. We have the problems with restriced access to the information and low financial support, but we keep on trying. Thank you for this information. V. Khorevin

  2. I have recently learned about your site and would like to ask for help on
    any information regarding:
    1. specifically where in your “map” do Spain, Sweden and Belgium fall in
    addition to Israel and Japan?
    2. do you have any statistics as to the role of English in academic
    collaborations, research and publications in: Israel, Spain (Catalan),
    Sweden and Belgium?
    3. do you have any statistics as to the role of the official language(s) in
    academic collaborations, research and publications in: Israel, Spain
    (Catalan), Sweden and Belgium?
    Your help will be most appreciated,

  3. Anat, the following is map which includes the countries you requested (Israel, Japan plus Spain, Sweden and Belgium) while blurring the others ( I regret to say we have not performed language-based statistics for this map, we take note; we realize that language metrics can became a more important research trend in scientometrics literature.

  4. Impressive maps! Is it possible to have one without the “Japan” and “Israel” labels? Do you have a similar map but for astronomy and astrophysics? or for high energy physics? Thank you. Daniel

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