Innovation and Spillovers in China: Spatial Econometric Approach
JEL Classification: O3, P2
Abstract
This paper examines spatial dependence in China’s regional innovation using the spatial econometric approach. Dataset covers 30 Chinese provinces for the period from 2000 to 2009. The main findings are as follows: First, an interdependent and simultaneous influential relation in regional innovation is observed in most of the spatial panel models. Second, R&D activity significantly affects regional innovation. The effect of entrepreneurial activity on innovation is generally lower than that of R&D. In addition, the indirect spillover effect of R&D activity and entrepreneurial activity among adjacent provinces is limited. Third, the spillover effect of R&D and entrepreneurial activity among provinces diminishes with distance based on the regression analysis that formulated spatial weight matrixes for three different range segments. That is, the spillover effect of entrepreneurial activity is limited by spatial proximity, and the spillover effect of R&D activity is attenuated by the increase in distance.
Keywords:
Innovation, R&D activity, Entrepreneurial activity, Spatial panel data model, ChinaReferences
- Acs, Zoltán. J., Luc Anselin, and Attila Varga. “Patents and Innovation Counts as Measures of Regional Production of New Knowledge.” Research Policy 31 (No. 7 2002): 1069-85. [https://doi.org/10.1016/S0048-7333(01)00184-6]
- Acs, Zoltán J., David B. Audretsch, Pontus Braunerhjelm, and Bo Carlsson. The Missing Link: Knowledge Filter and Entrepreneurship in Endogenous Growth. CEPR Discussion Paper, No. 4783, 2004.
- Acs, Zoltán J., David B. Audretsch, Pontus Braunerhjelm, and Bo Carlsson. Growth and Entrepreneurship: An Empirical Assessment, CEPR Discussion Paper, No. 5409, 2006.
- Asheim B. T., and MericGertler. “The Geography of Innovation.” In Jan Fagerberg, David Mowery, and Richard Nelson (eds.), The Oxford Handbook of Innovation, Chapter 11, New York: Oxford, pp. 291-317, 2005.
- Audretsch, D. B., and M. Fritsch. “On the Measurement of Entry Rate.” Empirica 21 (1994): 105-13. [https://doi.org/10.1007/BF01383974]
- Audretsch, D. B., and Keilbach, M. “Entrepreneurship Capital and Economic Performance.” Regional Studies 38 (2004): 949-59. [https://doi.org/10.1080/0034340042000280956]
- Baltagi B. H. Econometric analysis of panel data, 3rd edition, Chichester: Wiley, 2005.
- Brun, J. F., J. L. Combes, and M. F. Renard. “Are There Spillover Effects between Coastal and Noncoastal Regions in China?” China Economic Review 13 (Nos. 2-3 2002): 161-69. [https://doi.org/10.1016/S1043-951X(02)00070-6]
- Bottazzi, Laura, and Giovanni Peri. “Innovation and Spillovers in Regions: Evidence from European Patent Data.” European Economic Review 47 (No. 4 2003): 687-710. [https://doi.org/10.1016/S0014-2921(02)00307-0]
- Cooke, P., M. G. Uranga, and G. Etexbarria. “Regional Innovation System: Institutional and Organizational Dimensions.” Research Policy 26 (Nos. 4-5 1997): 475-91. [https://doi.org/10.1016/S0048-7333(97)00025-5]
- Elhorst, J. P. “Specification and Estimation of Spatial Panel Data Models.” International Regional Science Review 26 (No. 3 2003): 244-68. [https://doi.org/10.1177/0160017603253791]
- Elhorst, J. P. Matlab Software for Spatial Panels, Presented at the 4th World Conference of the Spatial Econometrics Association (SEA), Chicago, June 9-12, 2010.
- Ertur, C., and W. Koch. “Growth, Technological Interdependence and Spatial Externalities: Theory and Evidence.” Journal of Applied Econometrics 22 (No. 6 2007): 1033-62. [https://doi.org/10.1002/jae.963]
- Florax, RJGM., and Folmer H. “Specification and Estimation of Spatial Linear Regression Models.” Regional Science and Urban Economics 22 (No. 3 1992): 405-32. [https://doi.org/10.1016/0166-0462(92)90037-2]
- Fischer, M. M. “A Spatial Mankiw-Romer-Weil Model: Theory and Evidence.” Annals of Regional Science 47 (No. 2 2011): 419-36. [https://doi.org/10.1007/s00168-010-0384-6]
- Fleisher, B., Haizheng Li, and Min Qiang Zhao. “Human Capital, Economic Growth, and Regional Inequality in China.” Journal of Development Economics (No. 92 2010): 215-31. [https://doi.org/10.1016/j.jdeveco.2009.01.010]
- Fritsch, M. “Measuring the Quality of Regional Innovation System: A Knowledge Production Function Approach.” International Regional Science Review 25 (No. 1 2002): 86-101. [https://doi.org/10.1177/016001702762039394]
- Fujita, M., Paul Krugman, and A. J. Veneables. The Spatial Economy: Cities, Regions, and International Trade. Cambridge: The MIT Press, 1999. [https://doi.org/10.7551/mitpress/6389.001.0001]
- Furman, Jeffrey L., Michael E. Porter, and Scott Stern. “The Determinants of National Innovation Capacity.” Research policy 31 (No. 6 2002): 899-933. [https://doi.org/10.1016/S0048-7333(01)00152-4]
- Goldberg, I., Branstetter, L., Goddard, J. G., and Kuriakose, S. Globalization and Technology Absorption in Europe and Central Asia: The Role of Trade, FDI and Cross-Border Knowledge Flows, World Bank Working Papers, World Bank Publications, No. 150 2008. [https://doi.org/10.1596/978-0-8213-7583-9]
- Griliches, Z. “Patent Statistics as Economic Indicators: A Survey.” Journal of Economic Literature 28 (No. 4 1990): 1661-707. [https://doi.org/10.3386/w3301]
- Grossman, Gene, and Elhanan Helpman. Innovation and Growth in the Global Economy. Cambridge: The MIT Press, MA, 1991.
- Hu, A. G. Z., and Jefferson, G. H. “FDI Impact and Spillover: Evidence from China’s Electronic and Textile Industries.” World Economy 25 (No. 8 2002): 1063-76. [https://doi.org/10.1111/1467-9701.00481]
- Hu, A. G. Z., and Jefferson, G. H. “Returns to research and development in Chinese industry: Evidence from state-owned enterprises in Beijing.” China Economic Review 15 (No. 1 2004): 86-107 [https://doi.org/10.1016/S1043-951X(03)00028-2]
- Hu, A. G. Z., and Jefferson, G. H. “A Great Wall of Patents: What is behind China's Patent Explosion?” Journal of Development Economics 90 (No. 1 2009): 57-68. [https://doi.org/10.1016/j.jdeveco.2008.11.004]
- Hu, A. G. Z. “Propensity to Patent, Competition and China’s Foreign Patenting Surge.” Research Policy 39 (No. 7 2010): 985-93. [https://doi.org/10.1016/j.respol.2010.04.006]
- Jefferson, G. H., H. Bai, X. Guan, and X. Yu. “R & D Performance in Chinese Industry.” Economics of Innovation and New Technology 15 (No. 4 2006): 345-66. [https://doi.org/10.1080/10438590500512851]
- Kang, Young-Sam, and Keun Lee. “Performance and Growth of Large Firms in China.” Seoul Journal of Economics 21 (No. 1 2008): 229-59.
- Krugman, Paul. “Space: The Final Frontier.” Journal of Economic Perspectives, American Economic Association 12 (No. 2 1998): 161-74. [https://doi.org/10.1257/jep.12.2.161]
- Lam, A. “Tacit Knowledge, Organizational Learning and Societal Institutions: An Integrated Framework.” Organization Studies 21 (No. 3 2000): 487-513. [https://doi.org/10.1177/0170840600213001]
- LeSage J. P., and Manfred M. Fischer. “Spatial Growth Regression: Model Specification, Estimation and Interpretation.” Spatial Economic Analysis 3 (No. 3 2008): 275-314. [https://doi.org/10.1080/17421770802353758]
- Li, Xibao. “China’s Regional Innovation Capacity in Transition: An Empirical Approach.” Research Policy 38 (No. 2 2009): 338-57. [https://doi.org/10.1016/j.respol.2008.12.002]
- Liu X., and S. White. “Comparing Innovation System: A Framework and Application to China’s Transitional Context.” Research Policy 32 (No. 6 2001): 945-53.
- Lundval, B-A. “Innovation as an Interactive Process: From User-Producer Interaction to National System of Innovation.” In G. Dosi, C. Freeman, G. Silverberg, and L. Soete (eds.) Technical Change and Economic Theory. London: Pinter, 1988.
- Maskel, P., and Malmberg, A. “Localized Learning and Institutional Competitiveness.” Cambridge Journal of Economics 23 (1999): 167-86. [https://doi.org/10.1093/cje/23.2.167]
- Manski C. F. “Identification of Endogenous Social Effects: The Reflection Problem.” Review of Economic Studies 60 (No. 204 1993): 531-42. [https://doi.org/10.2307/2298123]
- Moon, Ikjoon, and Sungho Rho. “Spatial Dependence in Knowledge Spillover of Innovative Activity.” International Journal of Knowledge Based Development 3 (No. 3 2012): 234-49. [https://doi.org/10.1504/IJKBD.2012.048381]
- Partridge, M. D. “Does income Distribution affect U.S. State Economic Growth.” Journal of Regional Science 45 (No. 2 2005): 363-94. [https://doi.org/10.1111/j.0022-4146.2005.00375.x]
- Rho, Sungho, and Jian Gao. “Employment Effect of Entrepreneurial Activity in China’s Private Economy.” Seoul Journal of Economics 25 (No. 2 2012): 178-206.
- Romer, P. “Increasing Returns and Economic Growth.” American Economic Review 94 (1986): 1002-37. [https://doi.org/10.1086/261420]
- Thoma, Grid. “Quality and Value of Chinese Patenting: And International Perspective.” Seoul Journal of Economics 26 (No. 1 2013): 33-72.
- Ying, L. G. “Measuring the Spillover Effect: Some Chinese Evidence.” Papers in Regional Science 79 (No. 1 2000): 75-89. [https://doi.org/10.1007/s101100050004]
- Yu, Jihai. Essays on Spatial Dynamic Panel Data Model: Theories and Applications, Ph. D. dissertations for Ohio State University, 2007.