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

Author

Listed:
  • 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.

Suggested Citation

  • 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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    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. Hagedoorn, John & Link, Albert N. & Vonortas, Nicholas S., 2000. "Research partnerships1," Research Policy, Elsevier, vol. 29(4-5), pages 567-586, April.
    8. 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.
    9. J. Kruskal, 1964. "Multidimensional scaling by optimizing goodness of fit to a nonmetric hypothesis," Psychometrika, Springer;The Psychometric Society, vol. 29(1), pages 1-27, March.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. Hyysalo, Sampsa, 2009. "Learning for learning economy and social learning," Research Policy, Elsevier, vol. 38(5), pages 726-735, June.
    18. 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.
    19. 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.
    20. Marxt, Christian & Brunner, Claudia, 2013. "Analyzing and improving the national innovation system of highly developed countries — The case of Switzerland," Technological Forecasting and Social Change, Elsevier, vol. 80(6), pages 1035-1049.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    26. Tom Broekel, 2012. "Collaboration Intensity and Regional Innovation Efficiency in Germany—A Conditional Efficiency Approach," Industry and Innovation, Taylor & Francis Journals, vol. 19(2), pages 155-179, February.
    27. Leydesdorff, Loet, 2000. "The triple helix: an evolutionary model of innovations," Research Policy, Elsevier, vol. 29(2), pages 243-255, February.
    28. 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.
    29. 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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