IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i2p1192-d1029406.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/2/1192/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/15/2/1192/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    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).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. 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.
    2. 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.
    3. 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.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Yan Liu & Ya Deng & Binyao Peng, 2023. "The Impact of Digital Financial Inclusion on Green and Low-Carbon Agricultural Development," Agriculture, MDPI, vol. 13(9), pages 1-21, September.
    2. Hua Zhang & Ying Li & Hanxiaoxue Sun & Xiaohui Wang, 2023. "How Can Digital Financial Inclusion Promote High-Quality Agricultural Development? The Multiple-Mediation Model Research," IJERPH, MDPI, vol. 20(4), pages 1-19, February.
    3. Wang, Kai & Chen, Xi & Wang, Chenye, 2023. "The impact of sustainable development planning in resource-based cities on corporate ESG–Evidence from China," Energy Economics, Elsevier, vol. 127(PA).
    4. Ding, Guoxuan & Kang, Nier, 2024. "The impact of digital financial inclusion on China's regional disparities in the quality of economic development: Based on the relational data paradigm," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 629-651.
    5. Huiquan Li & Qingning Lin & Yan Wang & Shiping Mao, 2023. "Can Digital Finance Improve China’s Agricultural Green Total Factor Productivity?," Agriculture, MDPI, vol. 13(7), pages 1-19, July.
    6. Lee Shinyoung & Kim Seulki & Kim Young-Chul & Ryu Doojin, 2024. "Social Support and Suicidal Ideation among Children of Cross-Border Married Couples," Economics - The Open-Access, Open-Assessment Journal, De Gruyter, vol. 18(1), pages 1-17.
    7. Hanjin Li & Hu Tian & Xinyu Liu & Jiansheng You, 2024. "Transitioning to low-carbon agriculture: the non-linear role of digital inclusive finance in China’s agricultural carbon emissions," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
    8. Zhao, Mingxuan & Lv, Lianhong & Wu, Jing & Wang, Shen & Zhang, Nan & Bai, Zihan & Luo, Hong, 2022. "Total factor productivity of high coal-consuming industries and provincial coal consumption: Based on the dynamic spatial Durbin model," Energy, Elsevier, vol. 251(C).
    9. Qin, Quande & Li, Xin & Li, Li & Zhen, Wei & Wei, Yi-Ming, 2017. "Air emissions perspective on energy efficiency: An empirical analysis of China’s coastal areas," Applied Energy, Elsevier, vol. 185(P1), pages 604-614.
    10. Aparicio, Juan & Pastor, Jesus T. & Zofio, Jose L., 2013. "On the inconsistency of the Malmquist–Luenberger index," European Journal of Operational Research, Elsevier, vol. 229(3), pages 738-742.
    11. Shixiong Song & Siyuan Zhao & Ye Zhang & Yongxi Ma, 2023. "Carbon Emissions from Agricultural Inputs in China over the Past Three Decades," Agriculture, MDPI, vol. 13(5), pages 1-12, April.
    12. Jie, Huo & Khan, Irfan & Alharthi, Majed & Zafar, Muhammad Wasif & Saeed, Asif, 2023. "Sustainable energy policy, socio-economic development, and ecological footprint: The economic significance of natural resources, population growth, and industrial development," Utilities Policy, Elsevier, vol. 81(C).
    13. Xiong, Yuyu & Guo, Hongxiang & Nor, Datin Dr Mariani Md & Song, Andong & Dai, Li, 2023. "Mineral resources depletion, environmental degradation, and exploitation of natural resources: COVID-19 aftereffects," Resources Policy, Elsevier, vol. 85(PA).
    14. Yang Qi & Mingyue Gao & Haoyu Wang & Huijie Ding & Jianxu Liu & Songsak Sriboonchitta, 2023. "Does Marketization Promote High-Quality Agricultural Development in China?," Sustainability, MDPI, vol. 15(12), pages 1-28, June.
    15. Weixiang Zhao & Yankun Xu, 2022. "Public Expenditure and Green Total Factor Productivity: Evidence from Chinese Prefecture-Level Cities," IJERPH, MDPI, vol. 19(9), pages 1-27, May.
    16. Wang, Weilong & Wang, Jianlong & Wu, Haitao, 2024. "The impact of energy-consuming rights trading on green total factor productivity in the context of digital economy: Evidence from listed firms in China," Energy Economics, Elsevier, vol. 131(C).
    17. Meiling Wang & Silu Pang & Ikram Hmani & Ilham Hmani & Cunfang Li & Zhengxia He, 2021. "Towards sustainable development: How does technological innovation drive the increase in green total factor productivity?," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(1), pages 217-227, January.
    18. Jiang, Wanxing & Gao, Han, 2023. "The nexus between natural resources and exports of goods and services in the OECD countries," Resources Policy, Elsevier, vol. 85(PA).
    19. Min Wang & Meng Ji & Xiaofen Wu & Kexin Deng & Xiaodong Jing, 2023. "Analysis on Evaluation and Spatial-Temporal Evolution of Port Cluster Eco-Efficiency: Case Study from the Yangtze River Delta in China," Sustainability, MDPI, vol. 15(10), pages 1-16, May.
    20. Juan Aparicio & Jose Manuel Cordero & Carlos Díaz-Caro, 2020. "Efficiency and productivity change of regional tax offices in Spain: an empirical study using Malmquist–Luenberger and Luenberger indices," Empirical Economics, Springer, vol. 59(3), pages 1403-1434, September.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:15:y:2023:i:2:p:1192-:d:1029406. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.