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Government-subsidized R&D and firm innovation: Evidence from China

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  • Guo, Di
  • Guo, Yan
  • Jiang, Kun

Abstract

This study investigates the effects of government R&D programs on firm innovation outputs, which are measured by the number of patents, sales from new products, and exports. Particularly, we examine the effects of Innovation Fund for Small and Medium Technology-based Firms (Innofund), which is one of the largest government R&D programs that support R&D activities of small and medium-sized enterprises in China. Using a panel dataset on Chinese manufacturing firms from 1998 to 2007, we find that Innofund-backed firms generate significantly higher technological and commercialized innovation outputs compared with their non-Innofund-backed counterparts and the same firms before winning the grant. Moreover, the changes in the governance of Innofund in 2005 from a centralized to a decentralized one because of policy amendments have significant effects on the effectiveness of the program. Specifically, the magnified effects of Innofund on technological innovation outputs become significantly stronger after the governance of Innofund becomes more decentralized. Identification problems are addressed by utilizing both propensity score matching and two-stage estimation approaches.

Suggested Citation

  • Guo, Di & Guo, Yan & Jiang, Kun, 2016. "Government-subsidized R&D and firm innovation: Evidence from China," Research Policy, Elsevier, vol. 45(6), pages 1129-1144.
  • Handle: RePEc:eee:respol:v:45:y:2016:i:6:p:1129-1144
    DOI: 10.1016/j.respol.2016.03.002
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    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Michele Cincera & Dirk Czarnitzki & Susanne Thorwarth, 2011. "Efficiency of public spending in support of R&D activities," Reflets et perspectives de la vie économique, De Boeck Université, vol. 0(1), pages 131-139.
    3. Chenggang Xu & Haizhou Huang, 1999. "Institutions, Innovations, and Growth," American Economic Review, American Economic Association, vol. 89(2), pages 438-443, May.
    4. Oliver Hart & John Moore, 2005. "On the Design of Hierarchies: Coordination versus Specialization," Journal of Political Economy, University of Chicago Press, vol. 113(4), pages 675-702, August.
    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. James A. Brander & Edward Egan & Thomas F. Hellmann, 2010. "Government Sponsored versus Private Venture Capital: Canadian Evidence," NBER Chapters, in: International Differences in Entrepreneurship, pages 275-320, National Bureau of Economic Research, Inc.
    7. Lööf, Hans & Heshmati, Almas, 2004. "The Impact of Public Funding on Private R&D investment: New Evidence from a Firm Level Innovation Study," Working Paper Series in Economics and Institutions of Innovation 6, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies, revised 01 Mar 2005.
    8. Acemoglu, Daron & Johnson, Simon & Robinson, James A., 2005. "Institutions as a Fundamental Cause of Long-Run Growth," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 6, pages 385-472, Elsevier.
    9. Chenggang Xu, 2011. "The Fundamental Institutions of China's Reforms and Development," Journal of Economic Literature, American Economic Association, vol. 49(4), pages 1076-1151, December.
    10. Raghuram G. Rajan & Julie Wulf, 2006. "The Flattening Firm: Evidence from Panel Data on the Changing Nature of Corporate Hierarchies," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 759-773, November.
    11. Irwin, Douglas A. & Klenow, Peter J., 1996. "High-tech R&D subsidies Estimating the effects of Sematech," Journal of International Economics, Elsevier, vol. 40(3-4), pages 323-344, May.
    12. repec:dau:papers:123456789/10093 is not listed on IDEAS
    13. Franklin Allen & Jun & Chenying Zhang & Mengxin Zhao, 2012. "China's Financial System: Opportunities and Challenges," NBER Chapters, in: Capitalizing China, pages 63-143, National Bureau of Economic Research, Inc.
    14. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    15. Greenwald, Bruce & Stiglitz, Joseph E & Weiss, Andrew, 1984. "Informational Imperfections in the Capital Market and Macroeconomic Fluctuations," American Economic Review, American Economic Association, vol. 74(2), pages 194-199, May.
    16. repec:ner:ucllon:http://discovery.ucl.ac.uk/17678/ is not listed on IDEAS
    17. Demurger, Sylvie & Sachs, Jeffrey D. & Woo, Wing Thye & BAO, Shuming & Chang, Gene, 2002. "The relative contributions of location and preferential policies in China's regional development: being in the right place and having the right incentives," China Economic Review, Elsevier, vol. 13(4), pages 444-465, December.
    18. Annette Schminke & Johannes Van Biesebroeck, 2013. "Using export market performance to evaluate regional preferential policies in China," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 149(2), pages 343-367, June.
    19. Wang, Jin, 2013. "The economic impact of Special Economic Zones: Evidence from Chinese municipalities," Journal of Development Economics, Elsevier, vol. 101(C), pages 133-147.
    20. Hall, Bronwyn H. & Lerner, Josh, 2010. "The Financing of R&D and Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 609-639, Elsevier.
    21. Daron Acemoglu & Ufuk Akcigit & Harun Alp & Nicholas Bloom & William Kerr, 2018. "Innovation, Reallocation, and Growth," American Economic Review, American Economic Association, vol. 108(11), pages 3450-3491, November.
    22. David, Paul A. & Hall, Bronwyn H. & Toole, Andrew A., 2000. "Is public R&D a complement or substitute for private R&D? A review of the econometric evidence," Research Policy, Elsevier, vol. 29(4-5), pages 497-529, April.
    23. Richard R. Nelson, 1959. "The Economics of Invention: A Survey of the Literature," The Journal of Business, University of Chicago Press, vol. 32, pages 101-101.
    24. Lach, Saul, 2002. "Do R&D Subsidies Stimulate or Displace Private R&D? Evidence from Israel," Journal of Industrial Economics, Wiley Blackwell, vol. 50(4), pages 369-390, December.
    25. Tor Jakob Klette & Jarle Møen, 1999. "From Growth Theory to Technology Policy - Coordination Problems in Theory and Practice," Nordic Journal of Political Economy, Nordic Journal of Political Economy, vol. 25, pages 53-74.
    26. Simon Alder & Lin Shao & Fabrizio Zilibotti, 2012. "The Effect of Economic Reform and Industrial Policy in a Panel of Chinese Cities," DEGIT Conference Papers c017_061, DEGIT, Dynamics, Economic Growth, and International Trade.
    27. Loren Brandt & Trevor Tombe & Xiadong Zhu, 2013. "Factor Market Distortions Across Time, Space, and Sectors in China," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 39-58, January.
    28. Dirk Czarnitzki & Cindy Lopes-Bento, 2014. "Innovation Subsidies: Does the Funding Source Matter for Innovation Intensity and Performance? Empirical Evidence from Germany," Industry and Innovation, Taylor & Francis Journals, vol. 21(5), pages 380-409, July.
    29. Dominique Guellec & Bruno Van Pottelsberghe De La Potterie, 2003. "The impact of public R&D expenditure on business R&D," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 12(3), pages 225-243.
    30. Eve Caroli & John Van Reenen, 2001. "Skill-Biased Organizational Change? Evidence from A Panel of British and French Establishments," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1449-1492.
    31. Brandt, Loren & Van Biesebroeck, Johannes & Zhang, Yifan, 2012. "Creative accounting or creative destruction? Firm-level productivity growth in Chinese manufacturing," Journal of Development Economics, Elsevier, vol. 97(2), pages 339-351.
    32. Loren Brandt & Trevor Tombe & Xiadong Zhu, 2013. "Factor Market Distortions Across Time, Space, and Sectors in China," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 39-58, January.
    33. Jeremy C. Stein, 2002. "Information Production and Capital Allocation: Decentralized versus Hierarchical Firms," Journal of Finance, American Finance Association, vol. 57(5), pages 1891-1921, October.
    34. Raaj K. Sah & Joseph E. Stiglitz, 1991. "The Quality of Managers in Centralized Versus Decentralized Organizations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(1), pages 289-295.
    35. Aghion, Philippe & Tirole, Jean, 1997. "Formal and Real Authority in Organizations," Journal of Political Economy, University of Chicago Press, vol. 105(1), pages 1-29, February.
    36. Hu, Albert Guangzhou, 2007. "Technology parks and regional economic growth in China," Research Policy, Elsevier, vol. 36(1), pages 76-87, February.
    37. Daron Acemoglu & Pol Antràs & Elhanan Helpman, 2007. "Contracts and Technology Adoption," American Economic Review, American Economic Association, vol. 97(3), pages 916-943, June.
    38. Holger Görg & Eric Strobl, 2007. "The Effect of R&D Subsidies on Private R&D," Economica, London School of Economics and Political Science, vol. 74(294), pages 215-234, May.
    39. repec:zbw:bofrdp:2013_022 is not listed on IDEAS
    40. Lee Branstetter & Mariko Sakakibara, 1998. "Japanese Research Consortia: A Microeconometric Analysis of Industrial Policy," Journal of Industrial Economics, Wiley Blackwell, vol. 46(2), pages 207-233, June.
    41. M. Dewatripont & E. Maskin, 1995. "Credit and Efficiency in Centralized and Decentralized Economies," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 62(4), pages 541-555.
    42. Kenneth Arrow, 1962. "Economic Welfare and the Allocation of Resources for Invention," NBER Chapters, in: The Rate and Direction of Inventive Activity: Economic and Social Factors, pages 609-626, National Bureau of Economic Research, Inc.
    43. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    44. Klette, Tor Jakob & Moen, Jarle & Griliches, Zvi, 2000. "Do subsidies to commercial R&D reduce market failures? Microeconometric evaluation studies1," Research Policy, Elsevier, vol. 29(4-5), pages 471-495, April.
    45. Cheng, Leonard K. & Kwan, Yum K., 2000. "What are the determinants of the location of foreign direct investment? The Chinese experience," Journal of International Economics, Elsevier, vol. 51(2), pages 379-400, August.
    46. Richard Van Noorden, 2014. "China tops Europe in R&D intensity," Nature, Nature, vol. 505(7482), pages 144-145, January.
    47. Aerts, Kris & Schmidt, Tobias, 2008. "Two for the price of one?: Additionality effects of R&D subsidies: A comparison between Flanders and Germany," Research Policy, Elsevier, vol. 37(5), pages 806-822, June.
    48. Clausen, Tommy H., 2009. "Do subsidies have positive impacts on R&D and innovation activities at the firm level?," Structural Change and Economic Dynamics, Elsevier, vol. 20(4), pages 239-253, December.
    49. Saul Lach, 2002. "Do R&D Subsidies Stimulate or Displace Private R&D? Evidence from Israel," Journal of Industrial Economics, Wiley Blackwell, vol. 50(4), pages 369-390, December.
    50. Yingyi Qian & Chenggang Xu, 1998. "Innovation and Bureaucracy Under Soft and Hard Budget Constraints," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(1), pages 151-164.
    51. Chenggang Xu & Mr. Haizhou Huang, 1999. "Institutions, innovations, and Growth," IMF Working Papers 1999/034, International Monetary Fund.
    52. Guo, Di & Jiang, Kun & Kim, Byung-Yeon & Xu, Chenggang, 2014. "Political economy of private firms in China," Journal of Comparative Economics, Elsevier, vol. 42(2), pages 286-303.
    53. Branstetter, Lee & Sakakibara, Mariko, 1998. "Japanese Research Consortia: A Microeconometric Analysis of Industrial Policy," Journal of Industrial Economics, Wiley Blackwell, vol. 46(2), pages 207-233, June.
    54. Scott J. Wallsten, 2000. "The Effects of Government-Industry R&D Programs on Private R&D: The Case of the Small Business Innovation Research Program," RAND Journal of Economics, The RAND Corporation, vol. 31(1), pages 82-100, Spring.
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    More about this item

    Keywords

    Government R&D program; Governance; Innovation; China;
    All these keywords.

    JEL classification:

    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy
    • H76 - Public Economics - - State and Local Government; Intergovernmental Relations - - - Other Expenditure Categories

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