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The Impact of Digital Inclusive Finance on Agricultural Green Total Factor Productivity: A Study Based on China’s Provinces

Author

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  • Quan Xiao

    (School of Business, Nanjing Normal University, Nanjing 210023, China)

  • Yu Wang

    (Department of Economic Management, Zunyi Vocational and Technical College, Zunyi 563000, China)

  • Haojie Liao

    (College of Humanities and Social Sciences, Macao Polytechnic University, Macao 999078, China)

  • Gang Han

    (Guangxi Beibu Gulf Bank, Nanning 530009, China)

  • Yunjie Liu

    (Guangxi Beibu Gulf Bank, Nanning 530009, China
    School of Economics, Fudan University, Shanghai 200433, China)

Abstract

Digital inclusive finance is key to China’s agriculture and low-carbon economics. The panel data for China’s 30 provinces were chosen from 2011 to 2019. An SBM GML model was applied in the thesis to measure agricultural green total factor productivity (GTFP), and to determine how Digital Inclusive Finance would affect agricultural GTFP a two-way fixed effect model was created. This study found that, from 2011 to 2019, the advancement of Digital Inclusive Finance could effectively enhance and drive the continuous increase of agricultural GTFP in China. Specifically, agricultural GTFP is increased by 0.288% as a result of every 1% rise in the Digital Inclusive Finance index; Digital Inclusive Finance helps agricultural green technologies advance and become more effective. According to a mechanism test, Digital Inclusive Finance increases agricultural GTFP growth by improving green technology innovation. Further analysis shows that the development of agricultural GTFP is significantly related to the depth and digitalization of Digital Inclusive Finance, but not in terms of its breadth. The above findings provide new ideas and empirical evidence for revealing the connection among Digital Inclusive Finance and agricultural GTFP and, on this basis, designing and improving relevant policies.

Suggested Citation

  • Quan Xiao & Yu Wang & Haojie Liao & Gang Han & Yunjie Liu, 2023. "The Impact of Digital Inclusive Finance on Agricultural Green Total Factor Productivity: A Study Based on China’s Provinces," Sustainability, MDPI, vol. 15(2), pages 1-19, January.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:2:p:1192-:d:1029406
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    1. Alemayehu Geda & Abebe Shimeles & Daniel Zerfu Gurara, 2006. "Finance and Poverty in Ethiopia: A Household Level Analysis," WIDER Working Paper Series RP2006-51, World Institute for Development Economic Research (UNU-WIDER).
    2. Hongbo Zhao & Xiao Zheng & Lin Yang, 2022. "Does Digital Inclusive Finance Narrow the Urban-Rural Income Gap through Primary Distribution and Redistribution?," Sustainability, MDPI, vol. 14(4), pages 1-19, February.
    3. Khan, Irfan & Zakari, Abdulrasheed & Dagar, Vishal & Singh, Sanjeet, 2022. "World energy trilemma and transformative energy developments as determinants of economic growth amid environmental sustainability," Energy Economics, Elsevier, vol. 108(C).
    4. Liu, Haiying & Khan, Irfan & Zakari, Abdulrasheed & Alharthi, Majed, 2022. "Roles of trilemma in the world energy sector and transition towards sustainable energy: A study of economic growth and the environment," Energy Policy, Elsevier, vol. 170(C).
    5. Wai Choi Lee & Tsun Se Cheong & Yanrui Wu & Jianxin Wu, 2019. "The Impacts of Financial Development, Urbanization, and Globalization on Income Inequality: A Regression-based Decomposition Approach," Asian Economic Papers, MIT Press, vol. 18(2), pages 126-141, Summer.
    6. Pastor, Jesus T. & Lovell, C.A. Knox, 2005. "A global Malmquist productivity index," Economics Letters, Elsevier, vol. 88(2), pages 266-271, August.
    7. Lili Guo & Shuang Zhao & Yuting Song & Mengqian Tang & Houjian Li, 2022. "Green Finance, Chemical Fertilizer Use and Carbon Emissions from Agricultural Production," Agriculture, MDPI, vol. 12(3), pages 1-18, February.
    8. Jingrong Li & Bowen Li, 2022. "Digital inclusive finance and urban innovation: Evidence from China," Review of Development Economics, Wiley Blackwell, vol. 26(2), pages 1010-1034, May.
    9. Dong-hyun Oh, 2010. "A global Malmquist-Luenberger productivity index," Journal of Productivity Analysis, Springer, vol. 34(3), pages 183-197, December.
    10. Heping Ge & Bowen Li & Decai Tang & Hao Xu & Valentina Boamah, 2022. "Research on Digital Inclusive Finance Promoting the Integration of Rural Three-Industry," IJERPH, MDPI, vol. 19(6), pages 1-18, March.
    11. Seyithan Ahmet Ates & Kursad Derinkuyu, 2021. "Green growth and OECD countries: measurement of country performances through distance-based analysis (DBA)," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(10), pages 15062-15073, October.
    12. Lili Guo & Sihang Guo & Mengqian Tang & Mengying Su & Houjian Li, 2022. "Financial Support for Agriculture, Chemical Fertilizer Use, and Carbon Emissions from Agricultural Production in China," IJERPH, MDPI, vol. 19(12), pages 1-19, June.
    13. Xuanming Ji & Kun Wang & He Xu & Muchen Li, 2021. "Has Digital Financial Inclusion Narrowed the Urban-Rural Income Gap: The Role of Entrepreneurship in China," Sustainability, MDPI, vol. 13(15), pages 1-18, July.
    14. Mingyong Hong & Mengjie Tian & Ji Wang, 2022. "Digital Inclusive Finance, Agricultural Industrial Structure Optimization and Agricultural Green Total Factor Productivity," Sustainability, MDPI, vol. 14(18), pages 1-18, September.
    15. Zhanqiang Zhou & Yuehua Zhang & Zhongbao Yan, 2022. "Will Digital Financial Inclusion Increase Chinese Farmers’ Willingness to Adopt Agricultural Technology?," Agriculture, MDPI, vol. 12(10), pages 1-21, September.
    16. Ahmad, Munir & Khan, Irfan & Shahzad Khan, Muhammad Qaiser & Jabeen, Gul & Jabeen, Hafiza Samra & Işık, Cem, 2023. "Households' perception-based factors influencing biogas adoption: Innovation diffusion framework," Energy, Elsevier, vol. 263(PE).
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    Cited by:

    1. Wang Jian & Wenjuan Huang & Woraphon Yamaka & Jianxu Liu, 2023. "Internet Development and Green Total Factor Productivity: New Evidence of Mediation and Threshold Effects," Sustainability, MDPI, vol. 15(16), pages 1-23, August.
    2. Yunsi Chen & Sumin Hu & Haoqiang Wu, 2023. "The Digital Economy, Green Technology Innovation, and Agricultural Green Total Factor Productivity," Agriculture, MDPI, vol. 13(10), pages 1-15, October.
    3. Ruomeng Zhou & Yunsheng Zhang, 2023. "Measurement of Urban Green Total Factor Productivity and Analysis of Its Temporal and Spatial Evolution in China," Sustainability, MDPI, vol. 15(12), pages 1-32, June.

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