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The different impacts of home countries characteristics in FDI on Chinese spillover effects: Based on one-stage SFA

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  • Zhang, Cheng
  • Guo, Bingnan
  • Wang, Jianke

Abstract

To study the spillover effects of FDI from different home countries on technical efficiency of China's enterprises, inter-provincial panel data of China from 1998 to 2012 are used as samples in this paper, and with capital, labor and CO2 as inputs, one-stage SFA method is applied to carry out empirical analysis. The results conclude: (1) FDI can bring significant technology spillover effects for our country, but due to great differences in FDI source countries and in various regions of China, the spillover effects of FDI from South Korea and Singapore and FDI from other countries are greater than those of FDI from G7 and FDI from Hong Kong, Macao and Taiwan, and the spillover effects in the Eastern China surpass those in the Western China. (2) The proper marketization degree and human capital level can not only directly promote China's technical efficiency, but also can indirectly promote China's technical efficiency through increasing spillover effects of FDI. (3) In analysis of the threshold effects, FDI from G7 needs the highest threshold values of marketization degree and human capital level, while FDI from South Korea can maximize the improvement of technology spillover effects with the lowest threshold values of marketization degree and human capital level. The findings indicate that provinces of China shall attract foreign investment in gradient method according to local circumstances, in other words, avoid introducing low-quality foreign investment and blindly admiring high-quality foreign investment to ensure smooth and transcending impetus in technical efficiency of domestic enterprises. Meanwhile, efforts have yet to be made to improve marketization degree and human capital level for higher technical efficiency directly and mediately.

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  • Zhang, Cheng & Guo, Bingnan & Wang, Jianke, 2014. "The different impacts of home countries characteristics in FDI on Chinese spillover effects: Based on one-stage SFA," Economic Modelling, Elsevier, vol. 38(C), pages 572-580.
  • Handle: RePEc:eee:ecmode:v:38:y:2014:i:c:p:572-580
    DOI: 10.1016/j.econmod.2014.02.007
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    as
    1. Philippe Aghion & Nick Bloom & Richard Blundell & Rachel Griffith & Peter Howitt, 2005. "Competition and Innovation: an Inverted-U Relationship," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 701-728.
    2. Andrew B. Bernard & Jonathan Eaton & J. Bradford Jensen & Samuel Kortum, 2003. "Plants and Productivity in International Trade," American Economic Review, American Economic Association, vol. 93(4), pages 1268-1290, September.
    3. Andreas Waldkirch, 2010. "The Effects of Foreign Direct Investment in Mexico since NAFTA," The World Economy, Wiley Blackwell, vol. 33(5), pages 710-745, May.
    4. Rachel Griffith & Stephen Redding & John Van Reenen, 2004. "Mapping the Two Faces of R&D: Productivity Growth in a Panel of OECD Industries," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 883-895, November.
    5. Lai, Mingyong & Wang, Hua & Zhu, Shujin, 2009. "Double-edged effects of the technology gap and technology spillovers: Evidence from the Chinese industrial sector," China Economic Review, Elsevier, vol. 20(3), pages 414-424, September.
    6. Brian J. Aitken & Ann E. Harrison, 2022. "Do Domestic Firms Benefit from Direct Foreign Investment? Evidence from Venezuela," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 6, pages 139-152, World Scientific Publishing Co. Pte. Ltd..
    7. Blomstrom, Magnus & Sjoholm, Fredrik, 1999. "Technology transfer and spillovers: Does local participation with multinationals matter?1," European Economic Review, Elsevier, vol. 43(4-6), pages 915-923, April.
    8. Zhou, Dongsheng & Li, Shaomin & Tse, David K., 2002. "The impact of FDI on the productivity of domestic firms: the case of China," International Business Review, Elsevier, vol. 11(4), pages 465-484, August.
    9. Wang, Jian-Ye & Blomstrom, Magnus, 1992. "Foreign investment and technology transfer : A simple model," European Economic Review, Elsevier, vol. 36(1), pages 137-155, January.
    10. Alfaro, Laura & Chanda, Areendam & Kalemli-Ozcan, Sebnem & Sayek, Selin, 2004. "FDI and economic growth: the role of local financial markets," Journal of International Economics, Elsevier, vol. 64(1), pages 89-112, October.
    11. Barro, Robert J. & Lee, Jong-Wha, 1993. "International comparisons of educational attainment," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 363-394, December.
    12. Magnus Blomström & Ari Kokko & Mario Zejan, 2000. "Technology, Market Characteristics and Spillovers," Palgrave Macmillan Books, in: Foreign Direct Investment, chapter 10, pages 160-176, Palgrave Macmillan.
    13. Lin, Ping & Liu, Zhuomin & Zhang, Yifan, 2009. "Do Chinese domestic firms benefit from FDI inflow?: Evidence of horizontal and vertical spillovers," China Economic Review, Elsevier, vol. 20(4), pages 677-691, December.
    14. Ahmed, Elsadig Musa, 2012. "Are the FDI inflow spillover effects on Malaysia's economic growth input driven?," Economic Modelling, Elsevier, vol. 29(4), pages 1498-1504.
    15. Suyanto & Salim, Ruhul A. & Bloch, Harry, 2009. "Does Foreign Direct Investment Lead to Productivity Spillovers? Firm Level Evidence from Indonesia," World Development, Elsevier, vol. 37(12), pages 1861-1876, December.
    16. Laura Alfaro & Sebnem Kalemli‐Ozcan & Selin Sayek, 2009. "FDI, Productivity and Financial Development," The World Economy, Wiley Blackwell, vol. 32(1), pages 111-135, January.
    17. Sourafel Girma & Holger Görg & Mauro Pisu, 2016. "Exporting, linkages and productivity spillovers from foreign direct investment," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 10, pages 191-211, World Scientific Publishing Co. Pte. Ltd..
    18. Alfaro, Laura & Chanda, Areendam & Kalemli-Ozcan, Sebnem & Sayek, Selin, 2010. "Does foreign direct investment promote growth? Exploring the role of financial markets on linkages," Journal of Development Economics, Elsevier, vol. 91(2), pages 242-256, March.
    19. Zhongxiu Zhao & Kevin Honglin Zhang, 2010. "FDI and Industrial Productivity in China: Evidence from Panel Data in 2001–06," Review of Development Economics, Wiley Blackwell, vol. 14(3), pages 656-665, August.
    20. Beata Smarzynska Javorcik, 2004. "Does Foreign Direct Investment Increase the Productivity of Domestic Firms? In Search of Spillovers Through Backward Linkages," American Economic Review, American Economic Association, vol. 94(3), pages 605-627, June.
    21. Zhongxiu Zhao & Kevin Honglin Zhang, 2010. "FDI and Industrial Productivity in China: Evidence from Panel Data in 2001-06," Review of Development Economics, Wiley Blackwell, vol. 14(s1), pages 656-665, August.
    22. Coe, David T & Helpman, Elhanan & Hoffmaister, Alexander W, 1997. "North-South R&D Spillovers," Economic Journal, Royal Economic Society, vol. 107(440), pages 134-149, January.
    23. Ronald Findlay, 1978. "Relative Backwardness, Direct Foreign Investment, and the Transfer of Technology: A Simple Dynamic Model," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 92(1), pages 1-16.
    24. Cheung Kui-yin & Lin, Ping, 2004. "Spillover effects of FDI on innovation in China: Evidence from the provincial data," China Economic Review, Elsevier, vol. 15(1), pages 25-44.
    25. Peter J Buckley & Jeremy Clegg & Chengqi Wang, 2002. "The Impact of Inward FDI on the Performance of Chinese Manufacturing Firms," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 33(4), pages 637-655, December.
    26. Herzer, Dierk & Klasen, Stephan & Nowak-Lehmann D., Felicitas, 2008. "In search of FDI-led growth in developing countries: The way forward," Economic Modelling, Elsevier, vol. 25(5), pages 793-810, September.
    27. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
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