Assessing the effect of the United States’ “citation advantage” on other countries’ scientific impact as measured in the Web of Science (WoS) database

Article

Abstract

Eugene Garfield, always insisted that citation analysis “can be used wisely or abused” and that it is “up to the scientific community to prevent abuse of the SCI by devoting the necessary attention to its proper and judicious exploitation” (Garfield in Nat 227:669–671, 1970). Dedicated to his memory, this paper aim to assess the significance of a parameter that is seldom taken into account in evaluation studies: the existence of a USA comparative citation (visibility) advantage built in the database and thus affecting countries that collaborate more with the USA than with other countries. We analyze how this USA citation advantage affects the measure of the scientific impact (usually measured through citations received) of major countries. The main conclusion coming out of this study is that, given the strong presence of the USA in the WoS database, the comparative rankings tend, by construction, to give a citation advantage to countries having the closest relation to that country.

Keywords

Evaluation Database Biased indicators Bibliometrics Rankings 

References

  1. Aksnes, D. (2003). Characteristics of highly cited papers. Research Evaluation, 12(3), 159–170.CrossRefGoogle Scholar
  2. Archambault, E., Vignola-Gagne, E., Coté, G., Larivière, V., & Gingras, Y. (2006). Benchmarking scientific output in the social sciences and humanities: The limits of existing databases. Scientometrics, 68(3), 329–342.CrossRefGoogle Scholar
  3. Bar-Ilan, J. (2008). Informetrics at the beginning of the 21st century—A review. Journal of Infometrics, 2(1), 1–52.CrossRefGoogle Scholar
  4. Basken, P. (2016). As concerns grows about using data to measure faculty, a company changes its message. The Chronicle of Higher Education, 11 October 2016. http://www.chronicle.com/article/As-Concerns-Grow-About-Using/238034.
  5. Bordon, M., Gomez, I., Teresea Fernandez, M., Angeles Zulueta, M., & Mendez, A. (1996). Local, domestic and international scientific collaboration in biomedical research. Scientometrics, 37(2), 279–295.CrossRefGoogle Scholar
  6. Bornmann, L., & Leydesdorff, L. (2013). Macro-indicators of citation impacts of six prolific countries: InCites data and the statistical significance of trends. PLoS ONE, 8(2), e56768.CrossRefGoogle Scholar
  7. Collazo-Reyes, F. (2014). Growth of the number of indexed journals of Latin America and the Caribbean: The effect on the impact of each country. Scientometrics, 98(1), 197–209.CrossRefGoogle Scholar
  8. Confraria, H., & Godinho, M. (2015). The impact of African science: A bibliometric analysis. Scientometrics, 102(2), 1241–1268.CrossRefGoogle Scholar
  9. Davidson Frame, J., & Carpenter, M. K. (1979). International research collaboration. Social Studies of Science, 9(4), 481–497.CrossRefGoogle Scholar
  10. de Beaver, B. (2004). Does collaborative research have greater epistemic authority? Scientometrics, 60(3), 399–408.CrossRefGoogle Scholar
  11. European Commission. (2014). Research and innovation performance in EU member states and associated countries. Union progress at country level. Brussels: European Commission.Google Scholar
  12. Frenken, K., Hölzl, W., & de Vor, F. (2005). The citation impact of research collaborations: The case of European biotechnology and applied microbiology (1988–2002). Journal of Engineering and Technology Management, 22(1), 9–30.CrossRefGoogle Scholar
  13. Garfield, E. (1970). Citation indexing for studying science. Nature, 227(5259), 669–671.CrossRefGoogle Scholar
  14. Glänzel, W. (2001). National characteristics in international scientific co-authorship relations. Scientometrics, 51(1), 69–115.MathSciNetCrossRefGoogle Scholar
  15. Glänzel, W., Debackere, K., & Meyer, M. (2008). ‘Triad’ or ‘tetrad’? On global changes in a dynamic world. Scientometrics, 74(1), 71–88.CrossRefGoogle Scholar
  16. Gonzalez-Brambila, C. N., Reyes-Gonzalez, L., Veloso, F., & Perez-Angón, M. A. (2016). The scientific impact of developing nations. PLoS ONE, 11(3), e0151328.CrossRefGoogle Scholar
  17. Guerrero-Bote, V. P., Olmeda-Gomez, C., & de Moya-Anegon, F. (2013). Quantifiying the benefits of international scientific collaboration. Journal of the Association for Information Science and Technology, 64(2), 392–404.CrossRefGoogle Scholar
  18. Gul, S., Nisa, N. T., Shah, T. A., Gupta, S., Jan, A., & Ahmad, S. (2015). Middle East: Research productivity and performance across nations. Scientometrics, 105(2), 1157–1166.CrossRefGoogle Scholar
  19. Hsu, J., & Huang, D. (2011). Correlation between impact and collaboration. Scientometrics, 86(2), 317–324.CrossRefGoogle Scholar
  20. Inhaber, H., & Alvo, M. (1978). World science as an input-output system. Scientometrics, 1(1), 43–64.CrossRefGoogle Scholar
  21. Jurajda, S., Kozubek, S., Münich, D., & Skoda, S. (2017). Scientific publication performance in post-communist countries: Still lagging far behind. Scientometrics, 112(1), 315–328.CrossRefGoogle Scholar
  22. Katz, J. S. (1994). Geographical proximity and scientific collaboration. Scientometrics, 31(1), 31–43.MathSciNetCrossRefGoogle Scholar
  23. King, D. A. (2004). The scientific impact of nations. Nature, 430(6997), 311–316.CrossRefGoogle Scholar
  24. Lancho-Barrantes, B., Guerrero-Bote, V. P., & de Moya-Anegon, F. (2013). Citation increments between collaborating countries. Scientometrics, 94(3), 817–831.CrossRefGoogle Scholar
  25. Larivière, V., & Gingras, Y. (2010). The impact factor’s Matthew Effect: A natural experiment in bibliometrics. Journal of the American Society for Information Science and Technology, 61(2), 424–427.Google Scholar
  26. Larivière, V., GingraS, Y., & Archambault, E. (2006). Canadian collaboration networks: A comparative analysis of the natural sciences. Social Sciences and the Humanities. Scientometrics, 68(3), 519–533.Google Scholar
  27. Larivière, V., Gingras, Y., Sugimoto, C. R., & Tsou, A. (2015). Team size matters: Collaboration and scientific impact since 1900. Journal of the Association for Information Science and Technology, 66(7), 1323–1332.CrossRefGoogle Scholar
  28. Leydesdorff, L., & Wagner, C. S. (2009). Is the United States losing ground in science? A global perspective on the world science system. Scientometrics, 78(1), 23–36.CrossRefGoogle Scholar
  29. Leydesdorff, L., Wagner, C. S., & Bornmann, L. (2014). The European Union, China, and the United States in the top-1% and top-10% layers of most-frequently cited publications: competition and collaborations. Journal of Informetrics, 8(3), 606–617.CrossRefGoogle Scholar
  30. Leydesdorff, L., & Zhou, P. (2005). Are the contributions of China and Korea upsetting the world system of science? Scientometrics, 63(3), 617–630.CrossRefGoogle Scholar
  31. Lozano, G. A., Larivière, V., & Gingras, Y. (2012). The weakening relationship between the impact factor and papers’ citations in the digital age. Journal of the Association for Information Science and Technology, 63(11), 2140–12145.CrossRefGoogle Scholar
  32. Luukkonen, T., Persson, O., & Sivertsen, G. (1992). Understanding patterns of international collaboration. Science, Technology and Human Values, 17(1), 101–126.CrossRefGoogle Scholar
  33. May, R. (1997). The scientific wealth of nations. Science, 275(5301), 793–796.CrossRefGoogle Scholar
  34. Mongeon, P., & Paul-Hus, A. (2016). The journal coverage of Web of Science and Scopus: A comparative analysis. Scientometrics, 106(1), 213–228.CrossRefGoogle Scholar
  35. Narin, F., Stevens, K., & Whitlow, E. S. (1991). Scientific co-operation in Europe and the citation of multinationally authored papers. Scientometrics, 21(3), 313–323.CrossRefGoogle Scholar
  36. National Science Board. (2016). Science and engineering indicators 2016. Arlington, VA: National Science Foundation.Google Scholar
  37. Öquist, G., & Benner, M. (2015). Why are some nations more successful than others in research impact? A comparison between Denmark and Sweden. In I. Welpe et al. (Eds.), Incentives and performance (pp. 241–257). Springer: Governance of Research Organizations.Google Scholar
  38. Rabkin, Y., & Inhaber, H. (1979). Science on the periphery: A citation study of three less developed countries. Scientometrics, 1(3), 261–274.CrossRefGoogle Scholar
  39. Rodriguez-Navarro, A., & Narin, F. (2017). European paradox or delusion—Are European science and economy outdated? Science and Public Policy. https://doi.org/10.1093/scipol/scx021.Google Scholar
  40. Sarwar, R., & Hassan, S. (2015). A bibliometric assessment of scientific productivity and international collaboration of the Islamic World in science and technology (S&T) areas. Scientometrics, 105(2), 1059–1077.CrossRefGoogle Scholar
  41. Van Leeuwen, T. N., Moed, H. F., Tijssen, R. J., Visser, M. S., & Van Raan, A. F. (2001). Language biases in the coverage of the Science Citation Index and its consequences for international comparisons of national research performance. Scientometrics, 51(1), 335–346.CrossRefGoogle Scholar
  42. Witze, A. (2016). Research gets increasingly international. Nature News, 19 January 2016. http://www.nature.com/news/research-gets-increasingly-international-1.19198.
  43. Zhou, P., & Leydesdorff, L. (2006). The emergence of China as a leading nation in science. Research Policy, 35(1), 83–104.CrossRefGoogle Scholar
  44. Zitt, M., Bassecoulard, E., & Okubo, Y. (2000). Shadows of the past in international collaboration: Collaboration profiles of the top five producers of Science. Scientometrics, 47(3), 627–657.CrossRefGoogle Scholar

Copyright information

© Akadémiai Kiadó, Budapest, Hungary 2017

Authors and Affiliations

  1. 1.Observatoire des sciences et des technologies, Centre interuniversitaire de recherche sur la science et la technologieUniversité du Québec à MontréalMontréalCanada

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