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Relationship between financial development and intelligent transformation of manufacturing: evidence from 69 countries

Author

Listed:
  • Tianjian Yang

    (South China University of Technology)

  • Minghui Han

    (South China University of Technology)

  • Yilin Zhong

    (South China University of Technology)

  • Junhao Zhong

    (South China University of Technology)

  • Qinghua Zhang

    (Guangzhou Huashang College)

Abstract

Intelligent transformation is a typical feature of Industry 4.0. To investigate the causal relationship between financial development and intelligent transformation, we empirically investigate the relationship between the samples using panel data from 69 countries from 1993 to 2020, and address potential endogeneity using 2SLS regression. The results show that financial development has significant, positive, and heterogeneous effects on the intelligent transformation of manufacturing. The contributions of financial development are more pronounced in non-advanced, low levels of manufacturing technology, high manufacturing dependence, and bank-dominated economies. Finally, financial development promotes transformation through three channels: innovation, investment, and knowledge spillover effects. The findings would not only contribute to the related literature but also enable policymakers to better understand the value of financial development to the intelligent transformation of industries, especially for developing economies and economies with a high dependence on manufacturing.

Suggested Citation

  • Tianjian Yang & Minghui Han & Yilin Zhong & Junhao Zhong & Qinghua Zhang, 2023. "Relationship between financial development and intelligent transformation of manufacturing: evidence from 69 countries," Economic Change and Restructuring, Springer, vol. 56(5), pages 3437-3474, October.
    • Handle: RePEc:kap:ecopln:v:56:y:2023:i:5:d:10.1007_s10644-023-09544-2
    DOI: 10.1007/s10644-023-09544-2
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    as
    1. Dominic S.K. Lim & Eric A. Morse & Ronald K. Mitchell & Kristie K. Seawright, 2010. "Institutional Environment and Entrepreneurial Cognitions: A Comparative Business Systems Perspective," Entrepreneurship Theory and Practice, , vol. 34(3), pages 491-516, May.
    2. Anthony Howell, 2020. "Industry relatedness, FDI liberalization and the indigenous innovation process in China," Regional Studies, Taylor & Francis Journals, vol. 54(2), pages 229-243, February.
    3. Shahbaz, Muhammad & Khan, Saleheen & Tahir, Mohammad Iqbal, 2013. "The dynamic links between energy consumption, economic growth, financial development and trade in China: Fresh evidence from multivariate framework analysis," Energy Economics, Elsevier, vol. 40(C), pages 8-21.
    4. Luboš Pástor & Pietro Veronesi, 2009. "Technological Revolutions and Stock Prices," American Economic Review, American Economic Association, vol. 99(4), pages 1451-1483, September.
    5. Da Rin, Marco & Hellmann, Thomas, 2002. "Banks as Catalysts for Industrialization," Journal of Financial Intermediation, Elsevier, vol. 11(4), pages 366-397, October.
    6. Herrera, Ana María & Minetti, Raoul, 2007. "Informed finance and technological change: Evidence from credit relationships," Journal of Financial Economics, Elsevier, vol. 83(1), pages 223-269, January.
    7. Boikos, Spyridon & Panagiotidis, Theodore & Voucharas, Georgios, 2022. "Financial development, reforms and growth," Economic Modelling, Elsevier, vol. 108(C).
    8. Zhu, Xiaoyang & Asimakopoulos, Stylianos & Kim, Jaebeom, 2020. "Financial development and innovation-led growth: Is too much finance better?," Journal of International Money and Finance, Elsevier, vol. 100(C).
    9. Ding, Na & Gu, Leilei & Peng, Yuchao, 2022. "Fintech, financial constraints and innovation: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 73(C).
    10. Howard Kung & Lukas Schmid, 2015. "Innovation, Growth, and Asset Prices," Journal of Finance, American Finance Association, vol. 70(3), pages 1001-1037, June.
    11. Stijn Claessens & Luc Laeven, 2003. "Financial Development, Property Rights, and Growth," Journal of Finance, American Finance Association, vol. 58(6), pages 2401-2436, December.
    12. Guibo Liu & Huimin Fang & Xiaoxian Gong & Feifei Wang, 2021. "Inclusive finance, industrial structure upgrading and farmers’ income: Empirical analysis based on provincial panel data in China," PLOS ONE, Public Library of Science, vol. 16(10), pages 1-24, October.
    13. Andrés Barge‐Gil & Alberto López & Ramón Núñez‐Sánchez, 2020. "Technological spillovers from multinational firms," The World Economy, Wiley Blackwell, vol. 43(12), pages 3184-3202, December.
    14. 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.
    15. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934, Elsevier.
    16. Daron Acemoglu & Pascual Restrepo, 2020. "Robots and Jobs: Evidence from US Labor Markets," Journal of Political Economy, University of Chicago Press, vol. 128(6), pages 2188-2244.
    17. Marek Giebel & Kornelius Kraft, 2019. "External Financing Constraints and Firm Innovation," Journal of Industrial Economics, Wiley Blackwell, vol. 67(1), pages 91-126, March.
    18. David Popp, 2002. "Induced Innovation and Energy Prices," American Economic Review, American Economic Association, vol. 92(1), pages 160-180, March.
    19. Dalenogare, Lucas Santos & Benitez, Guilherme Brittes & Ayala, Néstor Fabián & Frank, Alejandro Germán, 2018. "The expected contribution of Industry 4.0 technologies for industrial performance," International Journal of Production Economics, Elsevier, vol. 204(C), pages 383-394.
    20. Niels Hermes & Robert Lensink, 2003. "Foreign direct investment, financial development and economic growth," Journal of Development Studies, Taylor & Francis Journals, vol. 40(1), pages 142-163.
    21. Sylla, Richard, 2002. "Financial Systems And Economic Modernization," The Journal of Economic History, Cambridge University Press, vol. 62(2), pages 277-292, June.
    22. Hicks, J. R., 1969. "A Theory of Economic History," OUP Catalogue, Oxford University Press, number 9780198811633.
    23. Demirguc-Kunt, Asli & Maksimovic, Vojislav, 2002. "Funding growth in bank-based and market-based financial systems: evidence from firm-level data," Journal of Financial Economics, Elsevier, vol. 65(3), pages 337-363, September.
    24. Shen, Yuchen & Ren, Xiaoping, 2023. "Digital finance and upgrading of industrial structure: Prefecture-level evidence from China," Finance Research Letters, Elsevier, vol. 55(PB).
    25. Liang, Feng Helen, 2017. "Does foreign direct investment improve the productivity of domestic firms? Technology spillovers, industry linkages, and firm capabilities," Research Policy, Elsevier, vol. 46(1), pages 138-159.
    26. Levine, Ross, 1999. "Law, Finance, and Economic Growth," Journal of Financial Intermediation, Elsevier, vol. 8(1-2), pages 8-35, January.
    27. Benhabib, Jess & Spiegel, Mark M, 2000. "The Role of Financial Development in Growth and Investment," Journal of Economic Growth, Springer, vol. 5(4), pages 341-360, December.
    28. Chen, Victor Zitian & Li, Jing & Shapiro, Daniel M., 2012. "International reverse spillover effects on parent firms: Evidences from emerging-market MNEs in developed markets," European Management Journal, Elsevier, vol. 30(3), pages 204-218.
    29. Yano, Go & Shiraishi, Maho, 2020. "Finance, institutions, and innovation activities in China," Economic Systems, Elsevier, vol. 44(4).
    30. Thorsten Beck & Asli Demirgüç-Kunt & Ross Levine, 2001. "Legal Theories of Financial Development," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 17(4), pages 483-501.
    31. 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.
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    More about this item

    Keywords

    Intelligent transformation; Manufacturing industry; Financial development; Mechanism;
    All these keywords.

    JEL classification:

    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O56 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Oceania

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