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Can Digital Finance Contribute to the Promotion of Financial Sustainability? A Financial Efficiency Perspective

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  • Dan Luo

    (School of Management, Zhejiang University, Hangzhou 310058, China)

  • Man Luo

    (School of Management, Zhejiang University, Hangzhou 310058, China)

  • Jiamin Lv

    (School of Management, Zhejiang University, Hangzhou 310058, China)

Abstract

The research first summarizes the theoretical mechanism of digital finance to improve financial efficiency and sustainability; then, it proposes three hypotheses. After that, a DEA-BCC model and a super-efficiency DEA model are constructed to estimate a series of financial efficiency levels in 31 Chinese provinces. Utilizing the estimated financial efficiency values, this paper further tests each of the three hypotheses using both a random effects model controlling for cross-sectional correlation problems and an LSDV model, respectively. The findings show that (i) technological advance is the main driver of financial efficiency improvement in each region in China, while the role of scale effect in improving financial efficiency is weakening; (ii) the development of digital finance does significantly contribute to the improvement of regional financial efficiency; and (iii) the increase in both the breadth of coverage and depth of adoption of digital finance are core driving forces for the promotion of financial efficiency, with the breadth of digital financial coverage a stronger positive effect. Hence, this study can provide an important reference for policymakers and financial institutions to better understand the relationship amongst digital finance, financial efficiency, and sustainability as well as achieve sustainable financial inclusion.

Suggested Citation

  • Dan Luo & Man Luo & Jiamin Lv, 2022. "Can Digital Finance Contribute to the Promotion of Financial Sustainability? A Financial Efficiency Perspective," Sustainability, MDPI, vol. 14(7), pages 1-29, March.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:7:p:3979-:d:781355
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    1. Pascaline Dupas & Dean Karlan & Jonathan Robinson & Diego Ubfal, 2018. "Banking the Unbanked? Evidence from Three Countries," American Economic Journal: Applied Economics, American Economic Association, vol. 10(2), pages 257-297, April.
    2. Wurgler, Jeffrey, 2000. "Financial markets and the allocation of capital," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 187-214.
    3. Sumit Agarwal & Robert Hauswald, 2008. "The choice between arm's-length and relationship debt: evidence from e-loans," Working Paper Series WP-08-10, Federal Reserve Bank of Chicago.
    4. Peter Gomber & Jascha-Alexander Koch & Michael Siering, 2017. "Digital Finance and FinTech: current research and future research directions," Journal of Business Economics, Springer, vol. 87(5), pages 537-580, July.
    5. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    6. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    7. Muhammad Shahbaz & Muhammad A. Nasir & Amine Lahiani, 2022. "Role of financial development in economic growth in the light of asymmetric effects and financial efficiency," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 361-383, January.
    8. Mihai Daniel ROMAN & Georgiana Cristina TOMA (ROŞU) & Gabriela TUCHILUŞ, 2018. "Efficiency of Pension Systems in the EU Countries," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(4), pages 161-173, December.
    9. Loren Brandt & Trevor Tombe & Xiadong Zhu, 2013. "Factor Market Distortions Across Time, Space, and Sectors in China," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 39-58, January.
    10. Loren Brandt & Trevor Tombe & Xiadong Zhu, 2013. "Factor Market Distortions Across Time, Space, and Sectors in China," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 39-58, January.
    11. World Commission on Environment and Development,, 1987. "Our Common Future," OUP Catalogue, Oxford University Press, number 9780192820808.
    12. 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.
    13. Maria Jua Bachelet & Leonardo Becchetti & Stefano Manfredonia, 2019. "The Green Bonds Premium Puzzle: The Role of Issuer Characteristics and Third-Party Verification," Sustainability, MDPI, vol. 11(4), pages 1-22, February.
    14. Bauer, Johannes M., 2018. "The Internet and income inequality: Socio-economic challenges in a hyperconnected society," Telecommunications Policy, Elsevier, vol. 42(4), pages 333-343.
    15. Ozili, Peterson Kitakogelu, 2018. "Impact of Digital Finance on Financial Inclusion and Stability," MPRA Paper 84771, University Library of Munich, Germany.
    16. Li, Jie & Wu, Yu & Xiao, Jing Jian, 2020. "The impact of digital finance on household consumption: Evidence from China," Economic Modelling, Elsevier, vol. 86(C), pages 317-326.
    17. Jefferson Duarte & Stephan Siegel & Lance Young, 2012. "Trust and Credit: The Role of Appearance in Peer-to-peer Lending," The Review of Financial Studies, Society for Financial Studies, vol. 25(8), pages 2455-2484.
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    2. Chen, Mengzhu & Liu, Shuai & Gao, Lihui, 2024. "Digital finance, financial flexibility and corporate green innovation," Finance Research Letters, Elsevier, vol. 70(C).
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