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Way to measure Intangible capital for innovation-driven economic growth: Evidence from China

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  • Ni, Qingshan
  • Zhang, Hao
  • Lu, Yanjin

Abstract

Intangible capital stock is an important variable of current concern for all sectors, which is a new driving force of innovation-driven economic growth. However, there is still room for improvement in the estimation method of China’s intangible capital stock, and the analysis of the estimation results is not yet sufficient. For this purpose, this paper firstly re-estimates China’s intangible capital stock using the CHS classification framework, especially in the estimation methods of software capital and scientific R&D capital, and makes a lot of improvements. Then, this paper uses not only the growth model but also the mediating effect model to classify the intangible capital in the CHS framework into explanatory and mediating variables of economic growth, and proposes that the explanatory variables are what drive new driving force of China’s economic growth and the intangible capital stock estimated in this paper. Finally, this paper provides a detailed analysis of the changes, structure, and distribution of the explanatory variables. The results find that (1) software capital and scientific R&D capital are the new driving forces of China’s economic growth; (2) China’s national stock of current-valued intangible capital rose from 0.4 trillion yuan to 16.4 trillion yuan from 2001–2017, with software capital stock growing faster than scientific R&D capital stock; (3) Intangible capital stock is mainly distributed in a few regions such as Beijing, Guangdong, Jiangsu and Shanghai; (4) The structure of intangible capital in most regions is not reasonable, and there is a bias towards software capital or scientific R&D capital; (5) The rapid growth of intangible capital stock in Jiangsu and other regions is one of the reasons for their fast economic growth rate, while the slow growth of intangible capital stock in Heilongjiang and Liaoning has led to a decline in their economic growth rate.

Suggested Citation

  • Ni, Qingshan & Zhang, Hao & Lu, Yanjin, 2023. "Way to measure Intangible capital for innovation-driven economic growth: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 156-172.
  • Handle: RePEc:eee:ecanpo:v:78:y:2023:i:c:p:156-172
    DOI: 10.1016/j.eap.2023.03.003
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    References listed on IDEAS

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    1. Felix Roth, 2022. "Revisiting Intangible Capital and Labor Productivity Growth, 2000–2015: Accounting for the Crisis and Economic Recovery in the EU," Contributions to Economics, in: Intangible Capital and Growth, chapter 0, pages 17-42, Springer.
    2. Felix Roth & Anna-Elisabeth Thum, 2022. "Intangible Capital and Labor Productivity Growth: Panel Evidence for the EU from 1998–2005," Contributions to Economics, in: Intangible Capital and Growth, chapter 0, pages 101-128, Springer.
    3. Carol Corrado & Charles Hulten & Daniel Sichel, 2005. "Measuring Capital and Technology: An Expanded Framework," NBER Chapters, in: Measuring Capital in the New Economy, pages 11-46, National Bureau of Economic Research, Inc.
    4. Carol Corrado & Charles Hulten & Daniel Sichel, 2009. "Intangible Capital And U.S. Economic Growth," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(3), pages 661-685, September.
    5. Kyoji Fukao & Tsutomu Miyagawa & Kentaro Mukai & Yukio Shinoda & Konomi Tonogi, 2009. "Intangible Investment In Japan: Measurement And Contribution To Economic Growth," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(3), pages 717-736, September.
    6. Haskel, J & Corrado, C & Jona-Lasinio, C & Iommi, M, 2012. "Intangible capital and growth in advanced economies: measurement methods and comparative results," Working Papers 9913, Imperial College, London, Imperial College Business School.
    7. Li, Qing & Wu, Yanrui, 2018. "Intangible capital in Chinese regional economies: Measurement and analysis," China Economic Review, Elsevier, vol. 51(C), pages 323-341.
    8. Carol Coorado & Jonathan Haskel & Cecilia Iona Lasinio & Massimiliano Iommi, 2012. "Intangible Capital and Growth Strategies for Advanced Economies: Measurement and Comparative Results," Working Papers LuissLab 12101, Dipartimento di Economia e Finanza, LUISS Guido Carli.
    9. Jalava, Jukka & Aulin-Ahmavaara, Pirkko & Alanen, Aku, 2007. "Intangible Capital in the Finnish Business Sector 1975-2005," Discussion Papers 1103, The Research Institute of the Finnish Economy.
    10. Hoenen, Sebastian & Kolympiris, Christos & Schoenmakers, Wilfred & Kalaitzandonakes, Nicholas, 2014. "The diminishing signaling value of patents between early rounds of venture capital financing," Research Policy, Elsevier, vol. 43(6), pages 956-989.
    11. Haskel, Jonathan & Iommi, Massimiliano, 2012. "Intangible Capital and Growth in Advanced Economies: Measurement and Comparative Results," CEPR Discussion Papers 9061, C.E.P.R. Discussion Papers.
    12. Crass, Dirk & Peters, Bettina, 2014. "Intangible assets and firm-level productivity," ZEW Discussion Papers 14-120, ZEW - Leibniz Centre for European Economic Research.
    13. Charles R. Hulten & Janet X. Hao, 2012. "The Role Of Intangible Capital in the Transformation and Growth of the Chinese Economy," NBER Working Papers 18405, National Bureau of Economic Research, Inc.
    14. van Ark, Bart & Hao, Janet X. & Corrado, Carol & Hulten, Charles, 2009. "Measuring intangible capital and its contribution to economic growth in Europe," EIB Papers 3/2009, European Investment Bank, Economics Department.
    15. Pekka Ilmakunnas & Hannu Piekkola, 2014. "Intangible investment in people and productivity," Journal of Productivity Analysis, Springer, vol. 41(3), pages 443-456, June.
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    1. Zhang, Ping & Wang, Yiru & Gao, Jieying, 2023. "Going public and innovation: Evidence from the ChiNext stock market," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 586-613.
    2. Zhang, Lixia & Sun, Huaping & Pu, Tianlong & Sun, Hui & Chen, Zhenling, 2024. "Do green finance and hi-tech innovation facilitate sustainable development? Evidence from the Yangtze River Economic Belt," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 1430-1442.

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