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Digital inclusive finance and green transformation of manufacturing enterprises: Empirical analysis based on the dual perspectives of demand and supply

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  • Fu, Hengni
  • Zheng, Chengsi
  • Yang, PingYu

Abstract

This study aimed to examine the relationship between digital inclusive finance (DIF) and the green transformation of manufacturing enterprises using data from A-share listed manufacturing companies in China from 2011 to 2020. This study employs a super-efficient SBM model to measure enterprises' green total factor productivity (GTFP) as a proxy variable for their green transformation. It explores the mechanisms through which DIF influences this transformation. Additionally, this study examines the effect of informal environmental regulation based on residents' environmental awareness. The results show that (1) the development of DIF has a significant improvement effect on enterprises' GTFP; (2) alleviating financing constraints on the supply side and promoting residents' consumption on the demand side are identified as important mechanisms through which DIF improves enterprises' GTFP; (3) increased residents' environmental awareness can strengthen the positive effect of DIF on the GTFP of enterprises; and (4) the promotion effect of DIF on the GTFP of enterprises is more significant in non-state-owned enterprises and eastern regions. These conclusions provide valuable policy insights to advance the development of DIF and facilitate the green transformation of the manufacturing industry.

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  • Fu, Hengni & Zheng, Chengsi & Yang, PingYu, 2024. "Digital inclusive finance and green transformation of manufacturing enterprises: Empirical analysis based on the dual perspectives of demand and supply," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    • Handle: RePEc:eee:tefoso:v:200:y:2024:i:c:s0040162523008375
    DOI: 10.1016/j.techfore.2023.123152
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    1. Dong-hyun Oh, 2010. "A global Malmquist-Luenberger productivity index," Journal of Productivity Analysis, Springer, vol. 34(3), pages 183-197, December.
    2. 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.
    3. 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.
    4. Gu, Yan & Ho, Kung-Cheng & Yan, Cheng & Gozgor, Giray, 2021. "Public environmental concern, CEO turnover, and green investment: Evidence from a quasi-natural experiment in China," Energy Economics, Elsevier, vol. 100(C).
    5. Birger Wernerfelt, 1984. "A resource‐based view of the firm," Strategic Management Journal, Wiley Blackwell, vol. 5(2), pages 171-180, April.
    6. Andrei A. Levchenko, 2005. "Financial Liberalization and Consumption Volatility in Developing Countries," IMF Staff Papers, Palgrave Macmillan, vol. 52(2), pages 237-259, September.
    7. Amacher, Gregory S. & Koskela, Erkki & Ollikainen, Markku, 2004. "Environmental quality competition and eco-labeling," Journal of Environmental Economics and Management, Elsevier, vol. 47(2), pages 284-306, March.
    8. Lee, Chien-Chiang & Lou, Runchi & Wang, Fuhao, 2023. "Digital financial inclusion and poverty alleviation: Evidence from the sustainable development of China," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 418-434.
    9. Wanki Moon & Wojciech J. Florkowski & Bernhard Brückner & Ilona Schonhof, 2002. "Willingness to Pay for Environmental Practices: Implications for Eco-Labeling," Land Economics, University of Wisconsin Press, vol. 78(1), pages 88-102.
    10. Ayse Demir & Vanesa Pesqué-Cela & Yener Altunbas & Victor Murinde, 2022. "Fintech, financial inclusion and income inequality: a quantile regression approach," The European Journal of Finance, Taylor & Francis Journals, vol. 28(1), pages 86-107, January.
    11. Hyunyoung Choi & Hal Varian, 2012. "Predicting the Present with Google Trends," The Economic Record, The Economic Society of Australia, vol. 88(s1), pages 2-9, June.
    12. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    13. Lv, Chengchao & Shao, Changhua & Lee, Chien-Chiang, 2021. "Green technology innovation and financial development: Do environmental regulation and innovation output matter?," Energy Economics, Elsevier, vol. 98(C).
    14. Xing, Chao & Zhang, Yuming & Tripe, David, 2021. "Green credit policy and corporate access to bank loans in China: The role of environmental disclosure and green innovation," International Review of Financial Analysis, Elsevier, vol. 77(C).
    15. Shaofu Du & Jiaang Zhu & Huifang Jiao & Wuyi Ye, 2015. "Game-theoretical analysis for supply chain with consumer preference to low carbon," International Journal of Production Research, Taylor & Francis Journals, vol. 53(12), pages 3753-3768, June.
    16. Ding, Qian & Huang, Jianbai & Chen, Jinyu, 2023. "Does digital finance matter for corporate green investment? Evidence from heavily polluting industries in China," Energy Economics, Elsevier, vol. 117(C).
    17. Naishu Yu & Yanzhe Wang, 2021. "Can Digital Inclusive Finance Narrow the Chinese Urban–Rural Income Gap? The Perspective of the Regional Urban–Rural Income Structure," Sustainability, MDPI, vol. 13(11), pages 1-18, June.
    18. Li, Guoxiang & Wu, Haoyue & Jiang, Jieshu & Zong, Qingqing, 2023. "Digital finance and the low-carbon energy transition (LCET) from the perspective of capital-biased technical progress," Energy Economics, Elsevier, vol. 120(C).
    19. Xie, Rui & Fu, Wei & Yao, Siling & Zhang, Qi, 2021. "Effects of financial agglomeration on green total factor productivity in Chinese cities: Insights from an empirical spatial Durbin model," Energy Economics, Elsevier, vol. 101(C).
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