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Regional collaborations and indigenous innovation capabilities in China: A multivariate method for the analysis of regional innovation systems

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  • Zhao, S.L.
  • Cacciolatti, L.
  • Lee, S.H.
  • Song, W.

Abstract

In this study we analyse the emerging patterns of regional collaboration for innovation projects in China, using official government statistics of 30 Chinese regions. We propose the use of Ordinal Multidimensional Scaling and Cluster analysis as a robust method to study regional innovation systems. Our results show that regional collaborations amongst organisations can be categorised by means of eight dimensions: public versus private organisational mindset; public versus private resources; innovation capacity versus available infrastructures; innovation input (allocated resources) versus innovation output; knowledge production versus knowledge dissemination; and collaborative capacity versus collaboration output. Collaborations which are aimed to generate innovation fell into 4 categories, those related to highly specialised public research institutions, public universities, private firms and governmental intervention. By comparing the representative cases of regions in terms of these four innovation actors, we propose policy measures for improving regional innovation collaboration within China.

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  • Zhao, S.L. & Cacciolatti, L. & Lee, S.H. & Song, W., 2015. "Regional collaborations and indigenous innovation capabilities in China: A multivariate method for the analysis of regional innovation systems," Technological Forecasting and Social Change, Elsevier, vol. 94(C), pages 202-220.
  • Handle: RePEc:eee:tefoso:v:94:y:2015:i:c:p:202-220
    DOI: 10.1016/j.techfore.2014.09.014
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    as
    1. Vesa Harmaakorpi & Sanna Pekkola, 2008. "Breaking inside the black box: towards a dynamic evaluation framework for regional innovative capability," Science and Public Policy, Oxford University Press, vol. 35(10), pages 733-744, December.
    2. Lee, Keun & Lim, Chaisung, 2001. "Technological regimes, catching-up and leapfrogging: findings from the Korean industries," Research Policy, Elsevier, vol. 30(3), pages 459-483, March.
    3. Autant-Bernard, Corinne & Fadairo, Muriel & Massard, Nadine, 2013. "Knowledge diffusion and innovation policies within the European regions: Challenges based on recent empirical evidence," Research Policy, Elsevier, vol. 42(1), pages 196-210.
    4. Kajikawa, Yuya & Mori, Junichiro & Sakata, Ichiro, 2012. "Identifying and bridging networks in regional clusters," Technological Forecasting and Social Change, Elsevier, vol. 79(2), pages 252-262.
    5. David B. Audretsch & Albert N. Link & John T. Scott, 2013. "Public/private technology partnerships: evaluating SBIR-supported research," Chapters, in: Public Support of Innovation in Entrepreneurial Firms, chapter 5, pages 91-104, Edward Elgar Publishing.
    6. Archibugi, Daniele & Coco, Alberto, 2005. "Measuring technological capabilities at the country level: A survey and a menu for choice," Research Policy, Elsevier, vol. 34(2), pages 175-194, March.
    7. Archibugi, Daniele & Coco, Alberto, 2004. "A New Indicator of Technological Capabilities for Developed and Developing Countries (ArCo)," World Development, Elsevier, vol. 32(4), pages 629-654, April.
    8. Leydesdorff, Loet, 2000. "The triple helix: an evolutionary model of innovations," Research Policy, Elsevier, vol. 29(2), pages 243-255, February.
    9. Cai, Jing & Tylecote, Andrew, 2008. "Corporate governance and technological dynamism of Chinese firms in mobile telecommunications: A quantitative study," Research Policy, Elsevier, vol. 37(10), pages 1790-1811, December.
    10. 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.
    11. Lee, Keun & Kim, Byung-Yeon, 2009. "Both Institutions and Policies Matter but Differently for Different Income Groups of Countries: Determinants of Long-Run Economic Growth Revisited," World Development, Elsevier, vol. 37(3), pages 533-549, March.
    12. Inzelt, Annamaria, 2004. "The evolution of university-industry-government relationships during transition," Research Policy, Elsevier, vol. 33(6-7), pages 975-995, September.
    13. Freeman, Chris, 1995. "The 'National System of Innovation' in Historical Perspective," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 19(1), pages 5-24, February.
    14. Acha, Virginia & Marsili, Orietta & Nelson, Richard, 2004. "What do we know about innovation?," Research Policy, Elsevier, vol. 33(9), pages 1253-1258, November.
    15. Martin R Schneider & Conrad Schulze-Bentrop & Mihai Paunescu, 2010. "Mapping the institutional capital of high-tech firms: A fuzzy-set analysis of capitalist variety and export performance," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 41(2), pages 246-266, February.
    16. Paul Almeida & Jan Hohberger & Pedro Parada, 2011. "Individual scientific collaborations and firm-level innovation," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 20(6), pages 1571-1599, December.
    17. Chang, Yuan-Chieh & Linton, Jonathan D. & Chen, Min-Nan, 2012. "Service regime: An empirical analysis of innovation patterns in service firms," Technological Forecasting and Social Change, Elsevier, vol. 79(9), pages 1569-1582.
    18. 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.
    19. Liming Liang & Ling Zhu, 2002. "Major factors affecting China's inter-regional research collaboration: Regional scientific productivity and geographical proximity," Scientometrics, Springer;Akadémiai Kiadó, vol. 55(2), pages 287-316, August.
    20. Boardman, P. Craig & Corley, Elizabeth A., 2008. "University research centers and the composition of research collaborations," Research Policy, Elsevier, vol. 37(5), pages 900-913, June.
    21. Purificacion Vicente Galindo & Teresa de Noronha Vaz & Peter Nijkamp, 2011. "Institutional Capacity to dynamically innovate: An Application to the Portuguese Case," Tinbergen Institute Discussion Papers 11-107/3, Tinbergen Institute.
    22. Lo, Chih-Cheng & Wang, Chun-Hsien & Huang, Chun-Chien, 2013. "The national innovation system in the Taiwanese photovoltaic industry: A multiple stakeholder perspective," Technological Forecasting and Social Change, Elsevier, vol. 80(5), pages 893-906.
    23. van Beers, Cees & Berghäll, Elina & Poot, Tom, 2008. "R&D internationalization, R&D collaboration and public knowledge institutions in small economies: Evidence from Finland and the Netherlands," Research Policy, Elsevier, vol. 37(2), pages 294-308, March.
    24. Choi, Suk Bong & Lee, Soo Hee & Williams, Christopher, 2011. "Ownership and firm innovation in a transition economy: Evidence from China," Research Policy, Elsevier, vol. 40(3), pages 441-452, April.
    25. Bruton, Garry D. & Ahlstrom, David, 2003. "An institutional view of China's venture capital industry: Explaining the differences between China and the West," Journal of Business Venturing, Elsevier, vol. 18(2), pages 233-259, March.
    26. Li, Jiatao & Kozhikode, Rajiv Krishnan, 2009. "Developing new innovation models: Shifts in the innovation landscapes in emerging economies and implications for global R&D management," Journal of International Management, Elsevier, vol. 15(3), pages 328-339, September.
    27. S.J. Prais, 1981. "Vocational Qualifications of the Labour Force in Britain and Germany," National Institute Economic Review, National Institute of Economic and Social Research, vol. 98(1), pages 47-59, November.
    28. Bronwyn H. Hall & Albert N. Link & John T. Scott, 2003. "Universities as Research Partners," The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 485-491, May.
    29. Na-Allah, Abdelrasaq & Muchie, Mammo, 2012. "Social absorption capability, systems of innovation and manufactured export response to preferential trade incentives," Research Policy, Elsevier, vol. 41(1), pages 93-101.
    30. Wei Chi & Xiaoye Qian, 2010. "The role of education in regional innovation activities: spatial evidence from China," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 15(4), pages 396-419.
    31. George Michailidis & Jan Leeuw, 2001. "Data Visualization through Graph Drawing," Computational Statistics, Springer, vol. 16(3), pages 435-450, September.
    32. Bougrain, Frederic & Haudeville, Bernard, 2002. "Innovation, collaboration and SMEs internal research capacities," Research Policy, Elsevier, vol. 31(5), pages 735-747, July.
    33. Keith E. Maskus, 2000. "Intellectual Property Rights in the Global Economy," Peterson Institute Press: All Books, Peterson Institute for International Economics, number 99, April.
    34. 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.
    35. Katila, Riitta & Mang, Paul Y., 2003. "Exploiting technological opportunities: the timing of collaborations," Research Policy, Elsevier, vol. 32(2), pages 317-332, February.
    36. Tsai, Kuen-Hung, 2009. "Collaborative networks and product innovation performance: Toward a contingency perspective," Research Policy, Elsevier, vol. 38(5), pages 765-778, June.
    37. Lundvall, Bengt-Ake & Johnson, Bjorn & Andersen, Esben Sloth & Dalum, Bent, 2002. "National systems of production, innovation and competence building," Research Policy, Elsevier, vol. 31(2), pages 213-231, February.
    38. Liu, Xielin & White, Steven, 2001. "Comparing innovation systems: a framework and application to China's transitional context," Research Policy, Elsevier, vol. 30(7), pages 1091-1114, August.
    39. Etzkowitz, Henry & Leydesdorff, Loet, 2000. "The dynamics of innovation: from National Systems and "Mode 2" to a Triple Helix of university-industry-government relations," Research Policy, Elsevier, vol. 29(2), pages 109-123, February.
    40. van Rijnsoever, Frank J. & Hessels, Laurens K. & Vandeberg, Rens L.J., 2008. "A resource-based view on the interactions of university researchers," Research Policy, Elsevier, vol. 37(8), pages 1255-1266, September.
    41. Hagedoorn, John & Link, Albert N. & Vonortas, Nicholas S., 2000. "Research partnerships1," Research Policy, Elsevier, vol. 29(4-5), pages 567-586, April.
    42. Musiolik, Jörg & Markard, Jochen & Hekkert, Marko, 2012. "Networks and network resources in technological innovation systems: Towards a conceptual framework for system building," Technological Forecasting and Social Change, Elsevier, vol. 79(6), pages 1032-1048.
    43. Frank J. van Rijnsoever & Laurens K. Hessels & Rens L.J. Vandeberg, 2008. "A resource-based view on the interactions of university researchers," Innovation Studies Utrecht (ISU) working paper series 08-14, Utrecht University, Department of Innovation Studies, revised Apr 2008.
    44. Bronwyn H. Hall & Albert N. Link & John T. Scott, 2003. "Universities as Research Partners," The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 485-491, May.
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