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Research diversification and impact: the case of national nanoscience development

Author

Listed:
  • Patrick Herron

    (Duke University)

  • Aashish Mehta

    (University of California-Santa Barbara)

  • Cong Cao

    (University of Nottingham Ningbo)

  • Timothy Lenoir

    (University of California-Davis)

Abstract

Newcomer nations, promoted by developmental states, have poured resources into nanotechnology development, and have dramatically increased their nanoscience research influence, as measured by research citation. Some achieved these gains by producing significantly higher impact papers rather than by simply producing more papers. Those nations gaining the most in relative strength did not build specializations in particular subfields, but instead diversified their nanotechnology research portfolios and emulated the global research mix. We show this using a panel dataset covering the nanotechnology research output of 63 countries over 12 years. The inverse relationship between research specialization and impact is robust to several ways of measuring both variables, the introduction of controls for country identity, the volume of nanoscience research output (a proxy for a country’s scientific capability) and home-country bias in citation, and various attempts to reweight and split the samples of countries and journals involved. The results are consistent with scientific advancement by newcomer nations being better accomplished through diversification than specialization.

Suggested Citation

  • 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.
  • Handle: RePEc:spr:scient:v:109:y:2016:i:2:d:10.1007_s11192-016-2062-7
    DOI: 10.1007/s11192-016-2062-7
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    1. Archibugi, Daniele & Pianta, Mario, 1992. "Specialization and size of technological activities in industrial countries: The analysis of patent data," Research Policy, Elsevier, vol. 21(1), pages 79-93, February.
    2. Tibor Braun & Sándor Zsindely & Ildikó Dióspatonyi & Erika Zádor, 2007. "Gatekeeping patterns in nano-titled journals," Scientometrics, Springer;Akadémiai Kiadó, vol. 70(3), pages 651-667, March.
    3. Dag W. Aksnes, 2006. "Citation rates and perceptions of scientific contribution," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 57(2), pages 169-185, January.
    4. Jean Imbs & Romain Wacziarg, 2003. "Stages of Diversification," American Economic Review, American Economic Association, vol. 93(1), pages 63-86, March.
    5. Feldman, Maryann P. & Audretsch, David B., 1999. "Innovation in cities:: Science-based diversity, specialization and localized competition," European Economic Review, Elsevier, vol. 43(2), pages 409-429, February.
    6. Loet Leydesdorff & Caroline Wagner, 2009. "Is the United States losing ground in science? A global perspective on the world science system," Scientometrics, Springer;Akadémiai Kiadó, vol. 78(1), pages 23-36, January.
    7. Martin Andersson & Olof Ejermo, 2008. "Technology Specialization And The Magnitude And Quality Of Exports," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 17(4), pages 355-375.
    8. Nicolas van Zeebroeck & Bruno van Pottelsberghe de la Potterie & Wook Han, 2006. "Issues in measuring the degree of technological specialisation with patent data," Scientometrics, Springer;Akadémiai Kiadó, vol. 66(3), pages 481-492, March.
    9. Philip Shapira & Jue Wang, 2010. "Follow the money," Nature, Nature, vol. 468(7324), pages 627-628, December.
    10. Selen Onel & Abe Zeid & Sagar Kamarthi, 2011. "The structure and analysis of nanotechnology co-author and citation networks," Scientometrics, Springer;Akadémiai Kiadó, vol. 89(1), pages 119-138, October.
    11. Guan, Jiancheng & Ma, Nan, 2007. "China's emerging presence in nanoscience and nanotechnology: A comparative bibliometric study of several nanoscience `giants'," Research Policy, Elsevier, vol. 36(6), pages 880-886, July.
    12. Can Huang & Ad Notten & Nico Rasters, 2011. "Nanoscience and technology publications and patents: a review of social science studies and search strategies," The Journal of Technology Transfer, Springer, vol. 36(2), pages 145-172, April.
    13. Loet Leydesdorff & Ping Zhou, 2007. "Nanotechnology as a field of science: Its delineation in terms of journals and patents," Scientometrics, Springer;Akadémiai Kiadó, vol. 70(3), pages 693-713, March.
    14. Ludo Waltman & Nees Jan Eck, 2013. "Source normalized indicators of citation impact: an overview of different approaches and an empirical comparison," Scientometrics, Springer;Akadémiai Kiadó, vol. 96(3), pages 699-716, September.
    15. Didegah, Fereshteh & Thelwall, Mike & Gazni, Ali, 2012. "An international comparison of journal publishing and citing behaviours," Journal of Informetrics, Elsevier, vol. 6(4), pages 516-531.
    16. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    17. Loet Leydesdorff, 2013. "An evaluation of impacts in “Nanoscience & nanotechnology”: steps towards standards for citation analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 94(1), pages 35-55, January.
    18. Sharon F. Matusik & Markus A. Fitza, 2012. "Diversification in the venture capital industry: leveraging knowledge under uncertainty," Strategic Management Journal, Wiley Blackwell, vol. 33(4), pages 407-426, April.
    19. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    20. Torben Schubert & Hariolf Grupp, 2009. "Tests and confidence intervals for a class of scientometric, technological and economic specialization ratios," Applied Economics, Taylor & Francis Journals, vol. 43(8), pages 941-950.
    21. Richard Van Noorden, 2014. "China tops Europe in R&D intensity," Nature, Nature, vol. 505(7482), pages 144-145, January.
    22. Mogoutov, Andrei & Kahane, Bernard, 2007. "Data search strategy for science and technology emergence: A scalable and evolutionary query for nanotechnology tracking," Research Policy, Elsevier, vol. 36(6), pages 893-903, July.
    23. David A. King, 2004. "The scientific impact of nations," Nature, Nature, vol. 430(6997), pages 311-316, July.
    24. Abramo, Giovanni & Cicero, Tindaro & D’Angelo, Ciriaco Andrea, 2012. "Revisiting the scaling of citations for research assessment," Journal of Informetrics, Elsevier, vol. 6(4), pages 470-479.
    25. Aashish Mehta & Patrick Herron & Yasuyuki Motoyama & Richard Appelbaum & Timothy Lenoir, 2012. "Globalization and de-globalization in nanotechnology research: the role of China," Scientometrics, Springer;Akadémiai Kiadó, vol. 93(2), pages 439-458, November.
    26. Christopher Palmberg & Hélène Dernis & Claire Miguet, 2009. "Nanotechnology: An Overview Based on Indicators and Statistics," OECD Science, Technology and Industry Working Papers 2009/7, OECD Publishing.
    27. Cantwell, John & Vertova, Giovanna, 2004. "Historical evolution of technological diversification," Research Policy, Elsevier, vol. 33(3), pages 511-529, April.
    28. Ekaterina Khramova & Dirk Meissner & Galina Sagieva, 2013. "Statistical patent analysis indicators as a means of determining country technological specialisation," HSE Working papers WP BRP 09/STI/2013, National Research University Higher School of Economics.
    29. Lundberg, Jonas, 2007. "Lifting the crown—citation z-score," Journal of Informetrics, Elsevier, vol. 1(2), pages 145-154.
    30. 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.
    31. Anastassios Pouris, 2007. "Nanoscale research in South Africa: A mapping exercise based on scientometrics," Scientometrics, Springer;Akadémiai Kiadó, vol. 70(3), pages 541-553, March.
    32. repec:hig:wpaper:wp-brp-09-sti-2013 is not listed on IDEAS
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    3. 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).

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    More about this item

    Keywords

    Diversification; Specialization; Impact; Nanotechnology; Nanoscience; Developmental state;
    All these keywords.

    JEL classification:

    • O10 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - General
    • O25 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - Industrial Policy
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General

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