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Revealing the scientific comparative advantage of nations: Common and distinctive features

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  • Abramo, Giovanni
  • D'Angelo, Ciriaco Andrea
  • Di Costa, Flavia

Abstract

The paper compares the scientific profiles of 199 countries relative to 254 subject categories, based on the impact of knowledge produced in each category, measured by the bibliometric indicator known as Total Fractional Impact (TFI). TFI is calculated on the basis of publications indexed in Web of Science (here over years 2010-2019). The approach taken overcomes some criticalities occurring with indicators previously proposed for the same purpose. With this approach, it is possible to: i) produce, for any country, a scientific specialization profile in correspondence with each subject category; ii) identify distinctive or common characteristics of individual countries or clusters of countries. The approach provides a new tool which may reveal useful for formulation of research policies.

Suggested Citation

  • Abramo, Giovanni & D'Angelo, Ciriaco Andrea & Di Costa, Flavia, 2022. "Revealing the scientific comparative advantage of nations: Common and distinctive features," Journal of Informetrics, Elsevier, vol. 16(1).
    • Handle: RePEc:eee:infome:v:16:y:2022:i:1:s1751157721001152
    DOI: 10.1016/j.joi.2021.101244
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    1. Li Ying Yang & Ting Yue & Jie Lan Ding & Tao Han, 2012. "A comparison of disciplinary structure in science between the G7 and the BRIC countries by bibliometric methods," Scientometrics, Springer;Akadémiai Kiadó, vol. 93(2), pages 497-516, November.
    2. Stig Slipersæter & Jean Thèves & Barend van der Meulen, 2007. "Comparing the evolution of national research policies: What patterns of change?," Science and Public Policy, Oxford University Press, vol. 34(6), pages 372-388, July.
    3. Rousseau, Ronald & Yang, Liying, 2012. "Reflections on the activity index and related indicators," Journal of Informetrics, Elsevier, vol. 6(3), pages 413-421.
    4. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    5. Tânia Pinto & Aurora A. C. Teixeira, 2020. "The impact of research output on economic growth by fields of science: a dynamic panel data analysis, 1980–2016," Scientometrics, Springer;Akadémiai Kiadó, vol. 123(2), pages 945-978, May.
    6. Ning Li, 2017. "Evolutionary patterns of national disciplinary profiles in research: 1996–2015," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(1), pages 493-520, April.
    7. Cimini, Giulio & Zaccaria, Andrea & Gabrielli, Andrea, 2016. "Investigating the interplay between fundamentals of national research systems: Performance, investments and international collaborations," Journal of Informetrics, Elsevier, vol. 10(1), pages 200-211.
    8. Aldo Geuna, 2003. "The Evolution of Specialization: Public Research in the Chemical and Pharmaceutical Industries," Chapters, in: Pier Paolo Saviotti (ed.), Applied Evolutionary Economics, chapter 4, Edward Elgar Publishing.
    9. Slavo Radosevic & Esin Yoruk, 2014. "Are there global shifts in the world science base? Analysing the catching up and falling behind of world regions," Scientometrics, Springer;Akadémiai Kiadó, vol. 101(3), pages 1897-1924, December.
    10. Ronald Rousseau, 2019. "Balassa = revealed competitive advantage = activity," Scientometrics, Springer;Akadémiai Kiadó, vol. 121(3), pages 1835-1836, December.
    11. Chen, Shiji & Arsenault, Clément & Larivière, Vincent, 2015. "Are top-cited papers more interdisciplinary?," Journal of Informetrics, Elsevier, vol. 9(4), pages 1034-1046.
    12. Dag. W. Aksnes & Gunnar Sivertsen & Thed N. van Leeuwen & Kaja K. Wendt, 2017. "Measuring the productivity of national R&D systems: Challenges in cross-national comparisons of R&D input and publication output indicators," Science and Public Policy, Oxford University Press, vol. 44(2), pages 246-258.
    13. Waltman, Ludo & van Eck, Nees Jan, 2015. "Field-normalized citation impact indicators and the choice of an appropriate counting method," Journal of Informetrics, Elsevier, vol. 9(4), pages 872-894.
    14. Almeida, J.A.S. & Pais, A.A.C.C. & Formosinho, S.J., 2009. "Science indicators and science patterns in Europe," Journal of Informetrics, Elsevier, vol. 3(2), pages 134-142.
    15. Leydesdorff, Loet & Wagner, Caroline, 2009. "Macro-level indicators of the relations between research funding and research output," Journal of Informetrics, Elsevier, vol. 3(4), pages 353-362.
    16. Rainer Frietsch & Aris Kaloudis, 2007. "Monitoring sector specialisation of public and private funded business research and development," Science and Public Policy, Oxford University Press, vol. 34(6), pages 431-443, July.
    17. Giovanni Abramo & Ciriaco Andrea D’Angelo & Flavia Di Costa, 2014. "A new bibliometric approach to assess the scientific specialization of regions," Research Evaluation, Oxford University Press, vol. 23(2), pages 183-194.
    18. Giovanni Abramo & Ciriaco Andrea D’Angelo & Flavia Costa, 2017. "Do interdisciplinary research teams deliver higher gains to science?," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(1), pages 317-336, April.
    19. Harzing, Anne-Wil & Giroud, Axèle, 2014. "The competitive advantage of nations: An application to academia," Journal of Informetrics, Elsevier, vol. 8(1), pages 29-42.
    20. Yuzhuo Cai & Roger Normann & Rómulo Pinheiro & Markku Sotarauta, 2018. "Economic specialization and diversification at the country and regional level: introducing a conceptual framework to study innovation policy logics," European Planning Studies, Taylor & Francis Journals, vol. 26(12), pages 2407-2426, December.
    21. Brusoni, Stefano & Geuna, Aldo, 2003. "An international comparison of sectoral knowledge bases: persistence and integration in the pharmaceutical industry," Research Policy, Elsevier, vol. 32(10), pages 1897-1912, December.
    22. Dag W. Aksnes & Thed N. Leeuwen & Gunnar Sivertsen, 2014. "The effect of booming countries on changes in the relative specialization index (RSI) on country level," Scientometrics, Springer;Akadémiai Kiadó, vol. 101(2), pages 1391-1401, November.
    23. Patelli, Aurelio & Cimini, Giulio & Pugliese, Emanuele & Gabrielli, Andrea, 2017. "The scientific influence of nations on global scientific and technological development," Journal of Informetrics, Elsevier, vol. 11(4), pages 1229-1237.
    24. Aksnes, Dag W. & Schneider, Jesper W. & Gunnarsson, Magnus, 2012. "Ranking national research systems by citation indicators. A comparative analysis using whole and fractionalised counting methods," Journal of Informetrics, Elsevier, vol. 6(1), pages 36-43.
    25. Patrick Herron & Aashish Mehta & Cong Cao & Timothy Lenoir, 2016. "Research diversification and impact: the case of national nanoscience development," Scientometrics, Springer;Akadémiai Kiadó, vol. 109(2), pages 629-659, November.
    26. Sergey Shashnov & Maxim Kotsemir, 2018. "Research landscape of the BRICS countries: current trends in research output, thematic structures of publications, and the relative influence of partners," Scientometrics, Springer;Akadémiai Kiadó, vol. 117(2), pages 1115-1155, November.
    27. Pablo Jack & Jeremias Lachman & Andrés López, 2021. "Scientific knowledge production and economic catching-up: an empirical analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(6), pages 4565-4587, June.
    28. Sandström, Ulf & Van den Besselaar, Peter, 2018. "Funding, evaluation, and the performance of national research systems," Journal of Informetrics, Elsevier, vol. 12(1), pages 365-384.
    29. Bongioanni, Irene & Daraio, Cinzia & Ruocco, Giancarlo, 2014. "A quantitative measure to compare the disciplinary profiles of research systems and their evolution over time," Journal of Informetrics, Elsevier, vol. 8(3), pages 710-727.
    30. Jiancheng Guan & Nan Ma, 2004. "A comparative study of research performance in computer science," Scientometrics, Springer;Akadémiai Kiadó, vol. 61(3), pages 339-359, November.
    31. David A. King, 2004. "The scientific impact of nations," Nature, Nature, vol. 430(6997), pages 311-316, July.
    32. Xiaojun Hu & Ronald Rousseau, 2009. "A comparative study of the difference in research performance in biomedical fields among selected Western and Asian countries," Scientometrics, Springer;Akadémiai Kiadó, vol. 81(2), pages 475-491, November.
    33. Wolfgang Glänzel & Balázs Schlemmer, 2007. "National research profiles in a changing Europe (1983–2003) An exploratory study of sectoral characteristics in the Triple Helix," Scientometrics, Springer;Akadémiai Kiadó, vol. 70(2), pages 267-275, February.
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