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The influence of international research interaction on national innovation performance: A bibliometric approach

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  • Stek, Pieter E.
  • van Geenhuizen, Marina S.

Abstract

International research interactions, specifically interpersonal collaboration, institutional collaboration and within multinational corporation (MNC) collaboration, have been increasing since the 2000s as a result of globalization and rising technological complexity. Yet the impact of international research interactions (IRIs) on national innovation performance is ambiguous. In this study patent-based bibliometric indicators are developed to investigate the influence of different types of IRI on innovation performance using bibliometric data covering eight knowledge intensive manufacturing sectors and 32 countries during the 2003–2008 period. This sector-based approach avoids some of the problems of using patents as innovation indicators, like varying patenting propensities across sectors by comparing the same sectors across countries. In the study a knowledge production function is estimated for each sector, with patents serving as an indicator of knowledge output. The overall results suggest an absence of positive influence of IRI on innovation performance, and sometimes even a negative influence pointing to ‘reversed knowledge flows’. But the pattern is nuanced and differs per sector and type of collaboration. For example, interpersonal collaboration has a negative or no effect on innovation performance depending on the sector, and institutional collaboration has no effect on innovation performance. Within MNC collaboration has a positive influence on innovation performance in the chemicals and pharmaceuticals sectors, but a negative effect or no effect in other sectors. Computers are an exceptional sector in that the influence of IRI depends on the absolute size of the sector in the domestic economy. The paper concludes with the theoretical relevance of these findings and some policy implications are also discussed.

Suggested Citation

  • Stek, Pieter E. & van Geenhuizen, Marina S., 2016. "The influence of international research interaction on national innovation performance: A bibliometric approach," Technological Forecasting and Social Change, Elsevier, vol. 110(C), pages 61-70.
    • Handle: RePEc:eee:tefoso:v:110:y:2016:i:c:p:61-70
    DOI: 10.1016/j.techfore.2015.09.017
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    as
    1. Malerba, Franco, 2002. "Sectoral systems of innovation and production," Research Policy, Elsevier, vol. 31(2), pages 247-264, February.
    2. Karkinsky, Tom & Riedel, Nadine, 2012. "Corporate taxation and the choice of patent location within multinational firms," Journal of International Economics, Elsevier, vol. 88(1), pages 176-185.
    3. Andreas Pyka & Esben Sloth Andersen (ed.), 2013. "Long Term Economic Development," Economic Complexity and Evolution, Springer, edition 127, number 978-3-642-35125-9, December.
    4. de Rassenfosse, Gaetan & van Pottelsberghe de la Potterie, Bruno, 2009. "A policy insight into the R&D-patent relationship," Research Policy, Elsevier, vol. 38(5), pages 779-792, June.
    5. Freeman, Susan & Hutchings, Kate & Lazaris, Miria & Zyngier, Suzanne, 2010. "A model of rapid knowledge development: The smaller born-global firm," International Business Review, Elsevier, vol. 19(1), pages 70-84, February.
    6. Iammarino, Simona & McCann, Philip, 2006. "The structure and evolution of industrial clusters: Transactions, technology and knowledge spillovers," Research Policy, Elsevier, vol. 35(7), pages 1018-1036, September.
    7. Giorgio Fazio & Luciano Lavecchia, 2013. "Social Capital Formation across Space," International Regional Science Review, , vol. 36(3), pages 296-321, July.
    8. William Lazonick & Mariana Mazzucato, 2013. "The risk-reward nexus in the innovation-inequality relationship: who takes the risks? Who gets the rewards ?," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 22(4), pages 1093-1128, August.
    9. Chia-Lin Chang & Sung-Po Chen & Michael McAleer, 2013. "Globalization and knowledge spillover: international direct investment, exports and patents," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 22(4), pages 329-352, June.
    10. Bjørn Asheim & Lars Coenen & Jan Vang, 2007. "Face-to-Face, Buzz, and Knowledge Bases: Sociospatial Implications for Learning, Innovation, and Innovation Policy," Environment and Planning C, , vol. 25(5), pages 655-670, October.
    11. Xiaolan Fu, 2008. "Foreign Direct Investment, Absorptive Capacity and Regional Innovation Capabilities: Evidence from China," Oxford Development Studies, Taylor & Francis Journals, vol. 36(1), pages 89-110.
    12. Roderik Ponds & Frank van Oort & Koen Frenken, 2010. "Innovation, spillovers and university--industry collaboration: an extended knowledge production function approach," Journal of Economic Geography, Oxford University Press, vol. 10(2), pages 231-255, March.
    13. Meric S. Gertler, 2003. "Tacit knowledge and the economic geography of context, or The undefinable tacitness of being (there)," Journal of Economic Geography, Oxford University Press, vol. 3(1), pages 75-99, January.
    14. Corinne Autant‐Bernard & Jacques Mairesse & Nadine Massard, 2007. "Spatial knowledge diffusion through collaborative networks," Papers in Regional Science, Wiley Blackwell, vol. 86(3), pages 341-350, August.
    15. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    16. Deng, Yi, 2007. "Private value of European patents," European Economic Review, Elsevier, vol. 51(7), pages 1785-1812, October.
    17. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 577-598.
    18. Fred Y. Ye & Susan S. Yu & Loet Leydesdorff, 2013. "The Triple Helix of university‐industry‐government relations at the country level and its dynamic evolution under the pressures of globalization," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 64(11), pages 2317-2325, November.
    19. van Geenhuizen, Marina & Nijkamp, Peter, 2012. "Knowledge virtualization and local connectedness among young globalized high-tech companies," Technological Forecasting and Social Change, Elsevier, vol. 79(7), pages 1179-1191.
    20. Guellec, Dominique & Pottelsberghe de la Potterie, Bruno v., 2001. "The internationalisation of technology analysed with patent data," Research Policy, Elsevier, vol. 30(8), pages 1253-1266, October.
    21. Hottenrott, Hanna & Lopes-Bento, Cindy, 2014. "(International) R&D collaboration and SMEs: The effectiveness of targeted public R&D support schemes," Research Policy, Elsevier, vol. 43(6), pages 1055-1066.
    22. Tony S Frost & Changhui Zhou, 2005. "R&D co-practice and ‘reverse’ knowledge integration in multinational firms," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 36(6), pages 676-687, November.
    23. Jones, Charles I, 1995. "R&D-Based Models of Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 103(4), pages 759-784, August.
    24. Franz Huber, 2012. "Do clusters really matter for innovation practices in Information Technology? Questioning the significance of technological knowledge spillovers," Journal of Economic Geography, Oxford University Press, vol. 12(1), pages 107-126, January.
    25. Yangson Kim & Hee Jin Lim & Soo Jeung Lee, 2014. "Applying research collaboration as a new way of measuring research performance in Korean universities," Scientometrics, Springer;Akadémiai Kiadó, vol. 99(1), pages 97-115, April.
    26. Mats Wilhelmsson, 2009. "The spatial distribution of inventor networks," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(3), pages 645-668, September.
    27. A. Varga, 2006. "Spatial Knowledge Spillovers and University Research: Evidence from Austria," Springer Books, in: Innovation, Networks, and Knowledge Spillovers, chapter 10, pages 211-232, Springer.
    28. David Audretsch & Erik Lehmann & Mike Wright, 2014. "Technology transfer in a global economy," The Journal of Technology Transfer, Springer, vol. 39(3), pages 301-312, June.
    29. Ambos, Tina C. & Ambos, Björn & Schlegelmilch, Bodo B., 2006. "Learning from foreign subsidiaries: An empirical investigation of headquarters' benefits from reverse knowledge transfers," International Business Review, Elsevier, vol. 15(3), pages 294-312, June.
    30. Lybbert, Travis J. & Zolas, Nikolas J., 2014. "Getting patents and economic data to speak to each other: An ‘Algorithmic Links with Probabilities’ approach for joint analyses of patenting and economic activity," Research Policy, Elsevier, vol. 43(3), pages 530-542.
    31. James Simmie, 2003. "Innovation and Urban Regions as National and International Nodes for the Transfer and Sharing of Knowledge," Regional Studies, Taylor & Francis Journals, vol. 37(6-7), pages 607-620.
    32. Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
    33. Grossman, Gene M. & Helpman, Elhanan, 1991. "Trade, knowledge spillovers, and growth," European Economic Review, Elsevier, vol. 35(2-3), pages 517-526, April.
    34. Giuditta Prato & Daniel Nepelski, 2014. "Global technological collaboration network: network analysis of international co-inventions," The Journal of Technology Transfer, Springer, vol. 39(3), pages 358-375, June.
    35. Ki-Seok Kwon & Han Woo Park & Minho So & Loet Leydesdorff, 2012. "Has globalization strengthened South Korea’s national research system? National and international dynamics of the Triple Helix of scientific co-authorship relationships in South Korea," Scientometrics, Springer;Akadémiai Kiadó, vol. 90(1), pages 163-176, January.
    36. Wellhausen, Rachel L., 2013. "Innovation in Tow: R&D FDI and investment incentives," Business and Politics, Cambridge University Press, vol. 15(4), pages 467-491, December.
    37. Breandán hUallacháin & Der-Shiuan Lee, 2014. "Urban centers and networks of co-invention in American biotechnology," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 52(3), pages 799-823, May.
    38. Malerba, Franco & Orsenigo, Luigi, 1996. "Schumpeterian patterns of innovation are technology-specific," Research Policy, Elsevier, vol. 25(3), pages 451-478, May.
    39. J. Knoben, 2009. "Localized inter-organizational linkages, agglomeration effects, and the innovative performance of firms," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(3), pages 757-779, September.
    40. Giovanni Dosi & Christopher Freeman & Richard Nelson & Gerarld Silverberg & Luc Soete (ed.), 1988. "Technical Change and Economic Theory," LEM Book Series, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy, number dosietal-1988, November.
    41. Hagedoorn, John & Cloodt, Myriam, 2003. "Measuring innovative performance: is there an advantage in using multiple indicators?," Research Policy, Elsevier, vol. 32(8), pages 1365-1379, September.
    42. Luc Anselin & Attila Varga & Zoltan Acs, 2008. "Local Geographic Spillovers Between University Research and High Technology Innovations," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 9, pages 95-121, Edward Elgar Publishing.
    43. Zoltan J. Acs & Luc Anselin & Attila Varga, 2008. "Patents and Innovation Counts as Measures of Regional Production of New Knowledge," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 11, pages 135-151, Edward Elgar Publishing.
    44. Jaffe, Adam B, 1989. "Real Effects of Academic Research," American Economic Review, American Economic Association, vol. 79(5), pages 957-970, December.
    45. Davide Castellani & Alfredo Jimenez & Antonello Zanfei, 2013. "How remote are R&D labs? Distance factors and international innovative activities," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 44(7), pages 649-675, September.
    46. Alfred Kleinknecht & Kees Van Montfort & Erik Brouwer, 2002. "The Non-Trivial Choice between Innovation Indicators," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 11(2), pages 109-121.
    47. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    48. Bo Carlsson, 2013. "Knowledge Flows in High-Tech Industry Clusters: Dissemination Mechanisms and Innovation Regimes," Economic Complexity and Evolution, in: Andreas Pyka & Esben Sloth Andersen (ed.), Long Term Economic Development, edition 127, pages 191-221, Springer.
    49. Loet Leydesdorff & Yuan Sun, 2009. "National and international dimensions of the Triple Helix in Japan: University–industry–government versus international coauthorship relations," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 60(4), pages 778-788, April.
    50. Arundel, Anthony & Kabla, Isabelle, 1998. "What percentage of innovations are patented? empirical estimates for European firms," Research Policy, Elsevier, vol. 27(2), pages 127-141, June.
    51. Roderik Ponds & Frank Van Oort & Koen Frenken, 2007. "The geographical and institutional proximity of research collaboration," Papers in Regional Science, Wiley Blackwell, vol. 86(3), pages 423-443, August.
    52. Asheim, Bjorn T. & Coenen, Lars, 2005. "Knowledge bases and regional innovation systems: Comparing Nordic clusters," Research Policy, Elsevier, vol. 34(8), pages 1173-1190, October.
    53. Jean O. Lanjouw & Mark Schankerman, 2004. "Patent Quality and Research Productivity: Measuring Innovation with Multiple Indicators," Economic Journal, Royal Economic Society, vol. 114(495), pages 441-465, April.
    54. Furman, Jeffrey L. & Porter, Michael E. & Stern, Scott, 2002. "The determinants of national innovative capacity," Research Policy, Elsevier, vol. 31(6), pages 899-933, August.
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