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Visualization of ranking data: Geographical signatures in international collaboration, leadership and research impact

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  • Manganote, Edmilson J.T.
  • Araujo, Mariana S.
  • Schulz, Peter A.

Abstract

In this work we address the comprehensive Scimago Institutions Ranking 2012, proposing a data visualization of the listed bibliometric indicators for the 509 Higher Education Institutions among the 600 largest research institutions ranked according to their outputs. We focus on research impact, internationalization and leadership indicators, which became important benchmarks in a worldwide discussion about research quality and impact policies for universities. Our data visualization reveals a qualitative difference between the behavior of Northern American and Western European Higher Education Institutions concerning International collaboration levels. Chinese universities show still a systematic low international collaboration levels which are positively linked to the low research impact. The data suggests that research impact can be related directly to internationalization only to rather low values for both indicators. Above world average, other determinants may become relevant in fostering further impact. The leadership indicator provides further insights to the collaborative environment of universities in different geographical regions, as well as the optimized collaboration portfolio for enhancing research impact.

Suggested Citation

  • Manganote, Edmilson J.T. & Araujo, Mariana S. & Schulz, Peter A., 2014. "Visualization of ranking data: Geographical signatures in international collaboration, leadership and research impact," Journal of Informetrics, Elsevier, vol. 8(3), pages 642-649.
    • Handle: RePEc:eee:infome:v:8:y:2014:i:3:p:642-649
    DOI: 10.1016/j.joi.2014.05.005
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    1. Xuan Shi & Lingfei Cai & Junzhi Jia, 2018. "The Evolution of International Scientific Collaboration in Fuel Cells during 1998–2017: A Social Network Perspective," Sustainability, MDPI, vol. 10(12), pages 1-20, December.
    2. Wei Quan & Philippe Mongeon & Maxime Sainte-Marie & Rongying Zhao & Vincent Larivière, 2019. "On the development of China’s leadership in international collaborations," Scientometrics, Springer;Akadémiai Kiadó, vol. 120(2), pages 707-721, August.
    3. Rui Song & Hao Xu & Li Cai, 2019. "Academic Collaboration in Entrepreneurship Research from 2009 to 2018: A Multilevel Collaboration Network Analysis," Sustainability, MDPI, vol. 11(19), pages 1-17, September.
    4. de Moya-Anegon, Felix & Guerrero-Bote, Vicente P. & Lopez-Illescas, Carmen & Moed, Henk F., 2018. "Statistical relationships between corresponding authorship, international co-authorship and citation impact of national research systems," Journal of Informetrics, Elsevier, vol. 12(4), pages 1251-1262.
    5. Sánchez-Jiménez, Rodrigo & Guerrero-Bote, Vicente P. & Moya-Anegón, Félix, 2017. "The role of guarantor in scientific collaboration: The neighbourhood matters," Journal of Informetrics, Elsevier, vol. 11(1), pages 103-116.
    6. Zaida Chinchilla-Rodríguez & Cassidy R Sugimoto & Vincent Larivière, 2019. "Follow the leader: On the relationship between leadership and scholarly impact in international collaborations," PLOS ONE, Public Library of Science, vol. 14(6), pages 1-18, June.

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