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Industrial policy, congruence, and innovation: Evidence from “Chinese NASDAQ”

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  • Hua, Xiuping
  • Wang, Yong
  • Xia, Junjie
  • Zhang, Haochen

Abstract

This paper investigates the association between firm innovation and endowment-based fundamental factors through the lens of congruence and then examines the impact of a national-level industrial policy on this newly established link. Based on a sample of small and innovative firms listed on the National Equities Exchange and Quotations, China's NASDAQ counterpart, we find that firms with greater congruence with local endowment structure tend to have more innovation inputs and outputs. Additionally, in a quasi-experimental setting, we further examine the effect of the “Made in China 2025” (MC2025) industrial policy. Our findings indicate that MC2025 increases bank loans for treated firms and weakens the positive association between congruence and firm innovation. This suggests that MC2025 has a dual impact: while it increases access to capital, it may also lead to capital misallocations and policy distortions, ultimately hindering long-term innovation capabilities.

Suggested Citation

  • Hua, Xiuping & Wang, Yong & Xia, Junjie & Zhang, Haochen, 2025. "Industrial policy, congruence, and innovation: Evidence from “Chinese NASDAQ”," Research Policy, Elsevier, vol. 54(8).
  • Handle: RePEc:eee:respol:v:54:y:2025:i:8:s0048733325001271
    DOI: 10.1016/j.respol.2025.105298
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    as
    1. Howell, Sabrina & Lee, Henry & Heal, Adam, 2014. "Leapfrogging or Stalling Out? Electric Vehicles in China," Working Paper Series rwp14-035, Harvard University, John F. Kennedy School of Government.
    2. Susanto Basu & David N. Weil, 1998. "Appropriate Technology and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1025-1054.
    3. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    4. Guo, Di & Guo, Yan & Jiang, Kun, 2022. "Government R&D support and firms’ access to external financing: funding effects, certification effects, or both?," Technovation, Elsevier, vol. 115(C).
    5. Liu, Xia (Summer) & Megginson, William L. & Xia, Junjie, 2022. "Industrial policy and asset prices: Evidence from the Made in China 2025 policy," Journal of Banking & Finance, Elsevier, vol. 142(C).
    6. Howell, Sabrina T., 2018. "Joint ventures and technology adoption: A Chinese industrial policy that backfired," Research Policy, Elsevier, vol. 47(8), pages 1448-1462.
    7. Marino, Marianna & Lhuillery, Stephane & Parrotta, Pierpaolo & Sala, Davide, 2016. "Additionality or crowding-out? An overall evaluation of public R&D subsidy on private R&D expenditure," Research Policy, Elsevier, vol. 45(9), pages 1715-1730.
    8. Hsu, Po-Hsuan & Tian, Xuan & Xu, Yan, 2014. "Financial development and innovation: Cross-country evidence," Journal of Financial Economics, Elsevier, vol. 112(1), pages 116-135.
    9. 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.
    10. Michele Boldrin & David Levine, 2002. "The Case Against Intellectual Property," American Economic Review, American Economic Association, vol. 92(2), pages 209-212, May.
    11. Sabrina T. Howell, 2017. "Financing Innovation: Evidence from R&D Grants," American Economic Review, American Economic Association, vol. 107(4), pages 1136-1164, April.
    12. Kejing Chen & Qiaoshuang Meng & Yutao Sun & Qingqing Wan, 2024. "How does industrial policy experimentation influence innovation performance? A case of Made in China 2025," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-17, December.
    13. Justin Yifu Lin, 2012. "New Structural Economics : A Framework for Rethinking Development and Policy," World Bank Publications - Books, The World Bank Group, number 2232, April.
    14. Philippe Aghion & Jing Cai & Mathias Dewatripont & Luosha Du & Ann Harrison & Patrick Legros, 2022. "Industrial Policy and Competition," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 15, pages 349-380, World Scientific Publishing Co. Pte. Ltd..
    15. Wu, Aihua, 2017. "The signal effect of Government R&D Subsidies in China: Does ownership matter?," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 339-345.
    16. Lerner, Josh, 1999. "The Government as Venture Capitalist: The Long-Run Impact of the SBIR Program," The Journal of Business, University of Chicago Press, vol. 72(3), pages 285-318, July.
    17. Gaylen N. Chandler & Chalon Keller & Douglas W. Lyon, 2000. "Unraveling the Determinants and Consequences of an Innovation-Supportive Organizational Culture," Entrepreneurship Theory and Practice, , vol. 25(1), pages 59-76, October.
    18. Wu, Yiyun & Zhu, Xiwei & Groenewold, Nicolaas, 2019. "The determinants and effectiveness of industrial policy in china: A study based on Five-Year Plans," China Economic Review, Elsevier, vol. 53(C), pages 225-242.
    19. Charles I. Jones, 2005. "The Shape of Production Functions and the Direction of Technical Change," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 517-549.
    20. McGuirk, Helen & Lenihan, Helena & Hart, Mark, 2015. "Measuring the impact of innovative human capital on small firms’ propensity to innovate," Research Policy, Elsevier, vol. 44(4), pages 965-976.
    21. 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.
    22. Chen, Jin & Heng, Cheng Suang & Tan, Bernard C.Y. & Lin, Zhijie, 2018. "The distinct signaling effects of R&D subsidy and non-R&D subsidy on IPO performance of IT entrepreneurial firms in China," Research Policy, Elsevier, vol. 47(1), pages 108-120.
    23. Ju, Jiandong & Lin, Justin Yifu & Wang, Yong, 2015. "Endowment structures, industrial dynamics, and economic growth," Journal of Monetary Economics, Elsevier, vol. 76(C), pages 244-263.
    24. Francesco Caselli & Wilbur John Coleman II, 2006. "The World Technology Frontier," American Economic Review, American Economic Association, vol. 96(3), pages 499-522, June.
    25. Miguel A León-Ledesma & Mathan Satchi, 2019. "Appropriate Technology and Balanced Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(2), pages 807-835.
    26. Sergio G. Lazzarini, 2015. "Strategizing by the government: Can industrial policy create firm-level competitive advantage?," Strategic Management Journal, Wiley Blackwell, vol. 36(1), pages 97-112, January.
    27. Chuluun, Tuugi & Prevost, Andrew & Upadhyay, Arun, 2017. "Firm network structure and innovation," Journal of Corporate Finance, Elsevier, vol. 44(C), pages 193-214.
    28. Fonseca, Tiago & de Faria, Pedro & Lima, Francisco, 2019. "Human capital and innovation: the importance of the optimal organizational task structure," Research Policy, Elsevier, vol. 48(3), pages 616-627.
    29. 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.
    30. Choi, Joonhwan & Lee, Jaegul, 2017. "Repairing the R&D market failure: Public R&D subsidy and the composition of private R&D," Research Policy, Elsevier, vol. 46(8), pages 1465-1478.
    31. Dixit, Avinash, 1997. "Power of Incentives in Private versus Public Organizations," American Economic Review, American Economic Association, vol. 87(2), pages 378-382, May.
    32. Dani Rodrik, 2008. "Second-Best Institutions," American Economic Review, American Economic Association, vol. 98(2), pages 100-104, May.
    33. Hong, Jin & Feng, Bing & Wu, Yanrui & Wang, Liangbing, 2016. "Do government grants promote innovation efficiency in China's high-tech industries?," Technovation, Elsevier, vol. 57, pages 4-13.
    34. Constantine Andriopoulos & Marianne W. Lewis, 2009. "Exploitation-Exploration Tensions and Organizational Ambidexterity: Managing Paradoxes of Innovation," Organization Science, INFORMS, vol. 20(4), pages 696-717, August.
    35. Di Guo & Yan Guo & Kun Jiang, 2017. "Funding Forms, Market Conditions, And Dynamic Effects Of Government R&D Subsidies: Evidence From China," Economic Inquiry, Western Economic Association International, vol. 55(2), pages 825-842, April.
    36. Rodrik, Dani, 1996. "Coordination failures and government policy: A model with applications to East Asia and Eastern Europe," Journal of International Economics, Elsevier, vol. 40(1-2), pages 1-22, February.
    37. Kaufmann, Alexander & Todtling, Franz, 2001. "Science-industry interaction in the process of innovation: the importance of boundary-crossing between systems," Research Policy, Elsevier, vol. 30(5), pages 791-804, May.
    38. Alfredo De massis & Federico Frattini & Emanuele Pizzurno & Lucio Cassia, 2015. "Product Innovation in Family versus Nonfamily Firms: An Exploratory Analysis," Journal of Small Business Management, Taylor & Francis Journals, vol. 53(1), pages 1-36, January.
    39. Nishimura, Junichi & Okamuro, Hiroyuki, 2018. "Internal and external discipline: The effect of project leadership and government monitoring on the performance of publicly funded R&D consortia," Research Policy, Elsevier, vol. 47(5), pages 840-853.
    40. 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.
    41. Guan, JianCheng & Yam, Richard C.M., 2015. "Effects of government financial incentives on firms’ innovation performance in China: Evidences from Beijing in the 1990s," Research Policy, Elsevier, vol. 44(1), pages 273-282.
    42. Pranab Bardhan, 2016. "State and Development: The Need for a Reappraisal of the Current Literature," Journal of Economic Literature, American Economic Association, vol. 54(3), pages 862-892, September.
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    1. Yu Zhang & Lang Wu & Heqi Zhang, 2026. "Revisiting the relationship between industrial policy and firm innovation: a quasi-natural experiment from China," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 13(1), pages 1-14, December.

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    JEL classification:

    • D80 - Microeconomics - - Information, Knowledge, and Uncertainty - - - General
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • R10 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - General

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