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The impact of China's R&D subsidies on R&D investment, technological upgrading and economic growth

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  • Boeing, Philipp
  • Eberle, Jonathan
  • Howell, Anthony

Abstract

This paper investigates the impact of research and development (R&D) subsidies on R&D inputs and their wider economic effects. The empirical analysis employs a structural vector autoregressive (VAR) model using a panel of Chinese provinces during the 2000–2010 time period. In support of a partial crowding-out view, public R&D subsidies allocated to large and medium-sized enterprises (LMEs) are found to increase total R&D inputs proxied by total R&D personnel, despite reducing privately-financed R&D inputs. Specifically, we find that an increase of R&D subsidies by one standard deviation decreases private R&D expenditures in LMEs by 6.5%, but increases total R&D personnel in LMEs by 2.6%. We also find evidence that the effects of R&D subsidies extend beyond their main effect on corporate R&D, promoting technological upgrading, capital deepening, and economic growth. We further find evidence suggesting some misallocation of research-oriented public funds. The findings help shed important insights into the ongoing debate regarding the role of the state in promoting innovation in a transitioning economy context.

Suggested Citation

  • Boeing, Philipp & Eberle, Jonathan & Howell, Anthony, 2022. "The impact of China's R&D subsidies on R&D investment, technological upgrading and economic growth," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
  • Handle: RePEc:eee:tefoso:v:174:y:2022:i:c:s0040162521006454
    DOI: 10.1016/j.techfore.2021.121212
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    as
    1. Philippe Aghion & Diego Comin & Peter Howitt & Isabel Tecu, 2016. "When Does Domestic Savings Matter for Economic Growth?," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 64(3), pages 381-407, August.
    2. Li, Hao-Chung & Lee, Wen-Chieh & Ko, Bo-Ting, 2017. "What determines misallocation in innovation? A study of regional innovation in China," Journal of Macroeconomics, Elsevier, vol. 52(C), pages 221-237.
    3. José Ángel Zúñiga-Vicente & César Alonso-Borrego & Francisco J. Forcadell & José I. Galán, 2014. "Assessing The Effect Of Public Subsidies On Firm R&D Investment: A Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 28(1), pages 36-67, February.
    4. Katarina Keller & Panu Poutvaara & Andreas Wagener, 2009. "Military Draft And Economic Growth In Oecd Countries," Defence and Peace Economics, Taylor & Francis Journals, vol. 20(5), pages 373-393, October.
    5. Goolsbee, Austan, 1998. "Does Government R&D Policy Mainly Benefit Scientists and Engineers?," American Economic Review, American Economic Association, vol. 88(2), pages 298-302, May.
    6. Brown, James R. & Martinsson, Gustav & Petersen, Bruce C., 2012. "Do financing constraints matter for R&D?," European Economic Review, Elsevier, vol. 56(8), pages 1512-1529.
    7. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    8. Jonathan Eberle & Thomas Brenner & Timo Mitze, 2019. "A look behind the curtain: Measuring the complex economic effects of regional structural funds in Germany," Papers in Regional Science, Wiley Blackwell, vol. 98(2), pages 701-735, April.
    9. Dan S. Rickman, 2010. "Modern Macroeconomics And Regional Economic Modeling," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 23-41, February.
    10. repec:fth:harver:1473 is not listed on IDEAS
    11. Philippe Aghion & Peter Howitt, 2009. "The Economics of Growth," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262012634, April.
    12. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    13. Zvi Griliches, 1998. "Patent Statistics as Economic Indicators: A Survey," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 287-343, National Bureau of Economic Research, Inc.
    14. Love, Inessa & Zicchino, Lea, 2006. "Financial development and dynamic investment behavior: Evidence from panel VAR," The Quarterly Review of Economics and Finance, Elsevier, vol. 46(2), pages 190-210, May.
    15. 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.
    16. Peter C. B. Phillips & Donggyu Sul, 2009. "Economic transition and growth," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(7), pages 1153-1185.
    17. John W. Keating, 1992. "Structural approaches to vector autoregressions," Review, Federal Reserve Bank of St. Louis, issue Sep, pages 37-57.
    18. Bronwyn H. Hall & Nathan Rosenberg (ed.), 2010. "Handbook of the Economics of Innovation," Handbook of the Economics of Innovation, Elsevier, edition 1, volume 1, number 1.
    19. Wang, Yanbo & Li, Jizhen & Furman, Jeffrey L., 2017. "Firm performance and state innovation funding: Evidence from China’s innofund program," Research Policy, Elsevier, vol. 46(6), pages 1142-1161.
    20. Li, Xibao, 2012. "Behind the recent surge of Chinese patenting: An institutional view," Research Policy, Elsevier, vol. 41(1), pages 236-249.
    21. Francisco L. Rivera-Batiz & Luis A. Rivera-Batiz, 2018. "Economic Integration and Endogenous Growth," World Scientific Book Chapters, in: Francisco L Rivera-Batiz & Luis A Rivera-Batiz (ed.), International Trade, Capital Flows and Economic Development, chapter 1, pages 3-32, World Scientific Publishing Co. Pte. Ltd..
    22. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    23. Chen, Ling & Yang, Wenhui, 2019. "R&D tax credits and firm innovation: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 233-241.
    24. Seppo Honkapohja & Frank Westermann, 2009. "Economic Growth in the European Union," Palgrave Macmillan Books, in: Seppo Honkapohja & Frank Westermann (ed.), Designing the European Model, chapter 8, pages 259-295, Palgrave Macmillan.
    25. Joseph E. Stiglitz & Justin Yifu Lin & Célestin Monga, 2013. "Introduction: The Rejuvenation of Industrial Policy," International Economic Association Series, in: Joseph E. Stiglitz & Justin Yifu Lin (ed.), The Industrial Policy Revolution I, pages 1-15, Palgrave Macmillan.
    26. Valter Giacinto, 2010. "On vector autoregressive modeling in space and time," Journal of Geographical Systems, Springer, vol. 12(2), pages 125-154, June.
    27. Liu, Feng-chao & Simon, Denis Fred & Sun, Yu-tao & Cao, Cong, 2011. "China's innovation policies: Evolution, institutional structure, and trajectory," Research Policy, Elsevier, vol. 40(7), pages 917-931, September.
    28. Boeing, Philipp & Hünermund, Paul, 2020. "A global decline in research productivity? Evidence from China and Germany," Economics Letters, Elsevier, vol. 197(C).
    29. 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.
    30. Dimos, Christos & Pugh, Geoff, 2016. "The effectiveness of R&D subsidies: A meta-regression analysis of the evaluation literature," Research Policy, Elsevier, vol. 45(4), pages 797-815.
    31. Junhong Bai, 2013. "On Regional Innovation Efficiency: Evidence from Panel Data of China's Different Provinces," Regional Studies, Taylor & Francis Journals, vol. 47(5), pages 773-788, May.
    32. Liu, Xiaolu & Li, Xiaoyu & Li, Honglin, 2016. "R&D subsidies and business R&D: Evidence from high-tech manufacturing firms in Jiangsu," China Economic Review, Elsevier, vol. 41(C), pages 1-22.
    33. Stiglitz, Joseph E. & Yifu, Justin & Monga, Celestin, 2013. "The rejuvenation of industrial policy," Policy Research Working Paper Series 6628, The World Bank.
    34. Steven N. Durlauf & Paul A. Johnson & Jonathan R. W. Temple, 2009. "The Methods of Growth Econometrics," Palgrave Macmillan Books, in: Terence C. Mills & Kerry Patterson (ed.), Palgrave Handbook of Econometrics, chapter 24, pages 1119-1179, Palgrave Macmillan.
    35. Hanna Hottenrott & Bettina Peters, 2012. "Innovative Capability and Financing Constraints for Innovation: More Money, More Innovation?," The Review of Economics and Statistics, MIT Press, vol. 94(4), pages 1126-1142, November.
    36. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    37. -, 2009. "Economic growth in the Caribbean," Sede Subregional de la CEPAL para el Caribe (Estudios e Investigaciones) 38668, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    38. Howell, Anthony, 2017. "Picking ‘winners' in China: Do subsidies matter for indigenous innovation and firm productivity?," China Economic Review, Elsevier, vol. 44(C), pages 154-165.
    39. Gerhard Untiedt & Hans Joachim Schalk, 2000. "Regional investment incentives in Germany: Impacts on factor demand and growth," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 34(2), pages 173-195.
    40. Boeing, Philipp & Mueller, Elisabeth, 2019. "Measuring China's patent quality: Development and validation of ISR indices," China Economic Review, Elsevier, vol. 57(C).
    41. Everaert, Gerdie & Pozzi, Lorenzo, 2007. "Bootstrap-based bias correction for dynamic panels," Journal of Economic Dynamics and Control, Elsevier, vol. 31(4), pages 1160-1184, April.
    42. Li, Xibao, 2009. "China's regional innovation capacity in transition: An empirical approach," Research Policy, Elsevier, vol. 38(2), pages 338-357, March.
    43. Peilei Fan & Guanghua Wan & Ming Lu, 2012. "China's Regional Inequality in Innovation Capability, 1995–2006," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 20(3), pages 16-36, May.
    44. Nee, Victor & Opper, Sonja, 2012. "Capitalism from Below: Markets and Institutional Change in China," Economics Books, Harvard University Press, number 9780674050204, Spring.
    45. Timo Mitze & Torben Dall Schmidt & Daniel Rauhut & Aki Kangasharju, 2018. "Ageing shocks and short-run regional labour market dynamics in a spatial panel VAR approach," Applied Economics, Taylor & Francis Journals, vol. 50(8), pages 870-890, February.
    46. Boeing, Philipp, 2016. "The allocation and effectiveness of China’s R&D subsidies - Evidence from listed firms," Research Policy, Elsevier, vol. 45(9), pages 1774-1789.
    47. Yang, Zhenbing & Shao, Shuai & Li, Chengyu & Yang, Lili, 2020. "Alleviating the misallocation of R&D inputs in China's manufacturing sector: From the perspectives of factor-biased technological innovation and substitution elasticity," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
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    More about this item

    Keywords

    R&D subsidies; R&D inputs; Panel VAR; Regional development; China;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R58 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Regional Government Analysis - - - Regional Development Planning and Policy
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

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