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Mapping excellence in the geography of science: An approach based on Scopus data

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  • Bornmann, Lutz
  • Leydesdorff, Loet
  • Walch-Solimena, Christiane
  • Ettl, Christoph

Abstract

As research becomes an ever more globalized activity, there is growing interest in national and international comparisons of standards and quality in different countries and regions. A sign for this trend is the increasing interest in rankings of universities according to their research performance, both inside but also outside the scientific environment. New methods presented in this paper, enable us to map centers of excellence around the world using programs that are freely available. Based on Scopus data, field-specific excellence can be identified and agglomerated in regions and cities where recently highly cited papers were published. Differences in performance rates can be visualized on the map using colours and sizes of the marks.

Suggested Citation

  • Bornmann, Lutz & Leydesdorff, Loet & Walch-Solimena, Christiane & Ettl, Christoph, 2011. "Mapping excellence in the geography of science: An approach based on Scopus data," Journal of Informetrics, Elsevier, vol. 5(4), pages 537-546.
    • Handle: RePEc:eee:infome:v:5:y:2011:i:4:p:537-546
    DOI: 10.1016/j.joi.2011.05.005
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    References listed on IDEAS

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    1. Loet Leydesdorff & Olle Persson, 2010. "Mapping the geography of science: Distribution patterns and networks of relations among cities and institutes," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 61(8), pages 1622-1634, August.
    2. Michael Batty, 2003. "The Geography of Scientific Citation," Environment and Planning A, , vol. 35(5), pages 761-765, May.
    3. Rickard Danell, 2011. "Can the quality of scientific work be predicted using information on the author's track record?," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 62(1), pages 50-60, January.
    4. Richard Van Noorden, 2010. "Cities: Building the best cities for science," Nature, Nature, vol. 467(7318), pages 906-908, October.
    5. Christian Wichmann Matthiessen & Annette Winkel Schwarz & Søren Find, 2002. "The Top-level Global Research System, 1997-99: Centres, Networks and Nodality. An Analysis Based on Bibliometric Indicators," Urban Studies, Urban Studies Journal Limited, vol. 39(5-6), pages 903-927, May.
    6. Robert J. W. Tijssen & Martijn S. Visser & Thed N. van Leeuwen, 2002. "Benchmarking international scientific excellence: Are highly cited research papers an appropriate frame of reference?," Scientometrics, Springer;Akadémiai Kiadó, vol. 54(3), pages 381-397, July.
    7. Manuel Acosta & Daniel Coronado & Esther Ferrándiz & M. Dolores León, 2011. "Factors affecting inter-regional academic scientific collaboration within Europe: the role of economic distance," Scientometrics, Springer;Akadémiai Kiadó, vol. 87(1), pages 63-74, April.
    8. Rodrigo Costas & Isabel Iribarren-Maestro, 2007. "Variations in content and format of ISI databases in their different versions: The case of the Science Citation Index in CD-ROM and the Web of Science," Scientometrics, Springer;Akadémiai Kiadó, vol. 72(2), pages 167-183, August.
    9. Richard Florida, 2002. "Bohemia and economic geography," Journal of Economic Geography, Oxford University Press, vol. 2(1), pages 55-71, January.
    10. Christian n Wichmann Matthiessen & Annette Winkel Schwarz, 1999. "Scientific Centres in Europe: An Analysis of Research Strength and Patterns of Specialisation Based on Bibliometric Indicators," Urban Studies, Urban Studies Journal Limited, vol. 36(3), pages 453-477, March.
    11. Rickard Danell, 2011. "Can the quality of scientific work be predicted using information on the author's track record?," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 62(1), pages 50-60, January.
    12. Loet Leydesdorff & Tobias Opthof, 2011. "Scopus' SNIP indicator: Reply to Moed," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 62(1), pages 214-215, January.
    13. Frenken, Koen & Hardeman, Sjoerd & Hoekman, Jarno, 2009. "Spatial scientometrics: Towards a cumulative research program," Journal of Informetrics, Elsevier, vol. 3(3), pages 222-232.
    14. Loet Leydesdorff & Ismael Rafols, 2009. "A global map of science based on the ISI subject categories," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 60(2), pages 348-362, February.
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    Cited by:

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    6. Csomós, György, 2018. "Reprint of “A spatial scientometric analysis of the publication output of cities worldwide”," Journal of Informetrics, Elsevier, vol. 12(2), pages 547-566.
    7. Copiello, Sergio, 2019. "Peer and neighborhood effects: Citation analysis using a spatial autoregressive model and pseudo-spatial data," Journal of Informetrics, Elsevier, vol. 13(1), pages 238-254.
    8. Maisonobe, Marion & Eckert, Denis & Grossetti, Michel & Jégou, Laurent & Milard, Béatrice, 2016. "The world network of scientific collaborations between cities: domestic or international dynamics?," Journal of Informetrics, Elsevier, vol. 10(4), pages 1025-1036.
    9. Abramo, Giovanni & D’Angelo, Ciriaco Andrea, 2020. "A novel methodology to assess the scientific standing of nations at field level," Journal of Informetrics, Elsevier, vol. 14(1).
    10. Loet Leydesdorff & Lutz Bornmann, 2012. "Mapping (USPTO) patent data using overlays to Google Maps," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 63(7), pages 1442-1458, July.
    11. Bornmann, Lutz & Ozimek, Adam, 2012. "Stata commands for importing bibliometric data and processing author address information," Journal of Informetrics, Elsevier, vol. 6(4), pages 505-512.
    12. Bornmann, Lutz & Stefaner, Moritz & de Moya Anegón, Felix & Mutz, Rüdiger, 2014. "What is the effect of country-specific characteristics on the research performance of scientific institutions? Using multi-level statistical models to rank and map universities and research-focused in," Journal of Informetrics, Elsevier, vol. 8(3), pages 581-593.
    13. Marlene K. Kirchner & Ľubor Košťál & Boris Bilčík & Christoph Winckler, 2017. "Mapping farm animal welfare research in an enlarged Europe: international collaboration, bibliometric output, research resources and relation to economic indices," Scientometrics, Springer;Akadémiai Kiadó, vol. 113(2), pages 909-922, November.
    14. Abramo, Giovanni & D’Angelo, Ciriaco Andrea, 2015. "A methodology to compute the territorial productivity of scientists: The case of Italy," Journal of Informetrics, Elsevier, vol. 9(4), pages 675-685.
    15. Bornmann, Lutz & Leydesdorff, Loet, 2012. "Which are the best performing regions in information science in terms of highly cited papers? Some improvements of our previous mapping approaches," Journal of Informetrics, Elsevier, vol. 6(2), pages 336-345.
    16. Marcin Kozak & Lutz Bornmann & Loet Leydesdorff, 2015. "How have the Eastern European countries of the former Warsaw Pact developed since 1990? A bibliometric study," Scientometrics, Springer;Akadémiai Kiadó, vol. 102(2), pages 1101-1117, February.
    17. Gomez-Jauregui, Valentin & Gomez-Jauregui, Cecilia & Manchado, Cristina & Otero, Cesar, 2014. "Information management and improvement of citation indices," International Journal of Information Management, Elsevier, vol. 34(2), pages 257-271.
    18. Maria Karaulova & Abdullah Gök & Oliver Shackleton & Philip Shapira, 2016. "Science system path-dependencies and their influences: nanotechnology research in Russia," Scientometrics, Springer;Akadémiai Kiadó, vol. 107(2), pages 645-670, May.
    19. Zhigang Hu & Fangqi Guo & Haiyan Hou, 2017. "Mapping research spotlights for different regions in China," Scientometrics, Springer;Akadémiai Kiadó, vol. 110(2), pages 779-790, February.
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    21. Loet Leydesdorff & Floortje Alkemade & Gaston Heimeriks & Rinke Hoekstra, 2015. "Patents as instruments for exploring innovation dynamics: geographic and technological perspectives on “photovoltaic cells”," Scientometrics, Springer;Akadémiai Kiadó, vol. 102(1), pages 629-651, January.

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