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Digital Finance and Advanced Manufacturing Industry Development in China: A Coupling Coordination Analysis

Author

Listed:
  • Kun Ma

    (School of Economics and Management, Hebei University of Science and Technology, Shijiazhuang 050018, China)

  • Xuehui Xia

    (College of Economics and Management, Qinghai Minzu University, Qinghai 810007, China)

  • Lijun Liu

    (College of Economics, Hebei Province Mineral Resources Development and Management and Resource-Based Industry Transformation and Upgrading Soft Science Base, Hebei GEO University, Shijiazhuang 050031, China)

Abstract

The coordinated development of digital finance and the advanced manufacturing industry is vital for high-quality economic development. Based on the provincial data of China from 2012 to 2020, this study applied the coupling coordination degree model, σ convergence model and Dagum–Gini coefficient decomposition method to analyze the coupling coordination level, convergence characteristics, spatial differences and sources of digital financial and advanced manufacturing industry development in China. The results show that the coupling coordination level between the two has crossed from the run-in transition stage to the coordinated development stage and shows a rapid growing trend. The coupling coordination degree of the eastern region is the highest, followed by the central and western regions. It has an obvious convergence trend, and the overall difference is significantly reduced. The intra-regional difference of coupling coordination degree in the western region is the largest, indicating the comparatively larger gap in the development of digital finance and the advanced manufacturing industry among western provinces. The inter-regional difference between the east–west regions is the largest and is the main source of overall differences, which proves the fact of unbalanced development between regions. It is suggested to adopt differentiated regional policies to promote the coordinated development of digital finance and the advanced manufacturing industry.

Suggested Citation

  • Kun Ma & Xuehui Xia & Lijun Liu, 2023. "Digital Finance and Advanced Manufacturing Industry Development in China: A Coupling Coordination Analysis," Sustainability, MDPI, vol. 15(2), pages 1-13, January.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:2:p:1188-:d:1029372
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    References listed on IDEAS

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    1. Yang, Yuxue & Su, Xiang & Yao, Shuangliang, 2021. "Nexus between green finance, fintech, and high-quality economic development: Empirical evidence from China," Resources Policy, Elsevier, vol. 74(C).
    2. Sala-i-Martin, Xavier X, 1996. "The Classical Approach to Convergence Analysis," Economic Journal, Royal Economic Society, vol. 106(437), pages 1019-1036, July.
    3. Dagum, Camilo, 1997. "A New Approach to the Decomposition of the Gini Income Inequality Ratio," Empirical Economics, Springer, vol. 22(4), pages 515-531.
    4. Peterson K. Ozili, 2018. "Impact of digital finance on financial inclusion and stability," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 18(4), pages 329-340, December.
    5. Ozili, Peterson Kitakogelu, 2018. "Impact of Digital Finance on Financial Inclusion and Stability," MPRA Paper 84771, University Library of Munich, Germany.
    6. Johan Hombert & Adrien Matray, 2018. "Can Innovation Help U.S. Manufacturing Firms Escape Import Competition from China?," Journal of Finance, American Finance Association, vol. 73(5), pages 2003-2039, October.
    7. Fenfen Ma & Linxing Lei & Ziyang Chen & Mancang Wang & Ahmed Farouk, 2021. "Digital Finance and Firm Exit: Mathematical Model and Empirical Evidence from Industrial Firms," Discrete Dynamics in Nature and Society, Hindawi, vol. 2021, pages 1-7, July.
    8. Wu, Yilin & Huang, Shilei, 2022. "The effects of digital finance and financial constraint on financial performance: Firm-level evidence from China's new energy enterprises," Energy Economics, Elsevier, vol. 112(C).
    Full references (including those not matched with items on IDEAS)

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