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Does Digital Inclusive Finance Effectively Promote Agricultural Green Development?—A Case Study of China

Author

Listed:
  • Hua Guo

    (College of Economics, Sichuan Agricultural University, Chengdu 611130, China)

  • Fan Gu

    (College of Economics, Sichuan Agricultural University, Chengdu 611130, China)

  • Yanling Peng

    (College of Economics, Sichuan Agricultural University, Chengdu 611130, China)

  • Xin Deng

    (College of Economics, Sichuan Agricultural University, Chengdu 611130, China)

  • Lili Guo

    (College of Economics, Sichuan Agricultural University, Chengdu 611130, China)

Abstract

Agricultural green development is increasingly being discussed in sustainable development. This paper constructs agricultural green development from four dimensions: resource savings, environmental protection, ecological conservation, and quality industrialization. We apply the entropy-weighted Technique for Order Preference by Similarity to an Ideal Solution (TOPSIS) method to measure agricultural green development and employ a panel dataset of provinces in China from 2011–2019. Then, the dynamic spatial Durbin model is adopted to estimate the spatial effect of digital inclusive finance on agricultural green development. The main findings are as follows: (1) digital inclusive finance effectively promotes agricultural green development, and the promotional effect shows temporary and spatial spillover; (2) regional heterogeneity exists in the spatial effect in the short and long term; and (3) education, digital infrastructure, and traditional finance are important factors influencing this spatial effect of digital inclusive finance on agricultural green development.

Suggested Citation

  • Hua Guo & Fan Gu & Yanling Peng & Xin Deng & Lili Guo, 2022. "Does Digital Inclusive Finance Effectively Promote Agricultural Green Development?—A Case Study of China," IJERPH, MDPI, vol. 19(12), pages 1-17, June.
  • Handle: RePEc:gam:jijerp:v:19:y:2022:i:12:p:6982-:d:833346
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    1. Baylis, Kathy & Peplow, Stephen & Rausser, Gordon & Simon, Leo, 2008. "Agri-environmental policies in the EU and United States: A comparison," Ecological Economics, Elsevier, vol. 65(4), pages 753-764, May.
    2. Chen, Xinjian & Zeng, Di & Zhang, Hui & Kang, Chen, 2020. "Farm expansion under credit constraint: evidence from commercial rice farmers in Guangxi, China," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 23(2), May.
    3. Zhaoliang Li & Minghao Jin & Jianwei Cheng, 2021. "Economic growth of green agriculture and its influencing factors in china: Based on emergy theory and spatial econometric model," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(10), pages 15494-15512, October.
    4. Mirela Ionela Aceleanu, 2016. "Sustainability and Competitiveness of Romanian Farms through Organic Agriculture," Sustainability, MDPI, vol. 8(3), pages 1-19, March.
    5. Armand Kasztelan & Anna Nowak, 2020. "Construction and Empirical Verification of the Agri-Environmental Index (AEI) as a Tool for Assessing the Green Performance of Agriculture," Energies, MDPI, vol. 14(1), pages 1-12, December.
    6. Jing He & Qinghai Li, 2020. "Can online social interaction improve the digital finance participation of rural households?," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 12(2), pages 295-313, April.
    7. LeSage, James & Banerjee, Sudipto & Fischer, Manfred M. & Congdon, Peter, 2009. "Spatial statistics: Methods, models & computation," Computational Statistics & Data Analysis, Elsevier, vol. 53(8), pages 2781-2785, June.
    8. Yingyu Zhu & Yan Zhang & Huilan Piao, 2022. "Does Agricultural Mechanization Improve the Green Total Factor Productivity of China’s Planting Industry?," Energies, MDPI, vol. 15(3), pages 1-20, January.
    9. 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.
    10. Fan, Shenggen & Chan-Kang, Connie, 2008. "Regional road development, rural and urban poverty: Evidence from China," Transport Policy, Elsevier, vol. 15(5), pages 305-314, September.
    11. Xiaocang Xu & Xiuquan Huang & Jun Huang & Xin Gao & Linhong Chen, 2019. "Spatial-Temporal Characteristics of Agriculture Green Total Factor Productivity in China, 1998–2016: Based on More Sophisticated Calculations of Carbon Emissions," IJERPH, MDPI, vol. 16(20), pages 1-16, October.
    12. Chen, Zhe & Sarkar, Apurbo & Rahman, Airin & Li, Xiaojing & Xia, Xianli, 2022. "Exploring the drivers of green agricultural development (GAD) in China: A spatial association network structure approaches," Land Use Policy, Elsevier, vol. 112(C).
    13. Ozili, Peterson Kitakogelu, 2018. "Impact of Digital Finance on Financial Inclusion and Stability," MPRA Paper 84771, University Library of Munich, Germany.
    14. Hongpeng Guo & Shuang Xu & Chulin Pan, 2020. "Measurement of the Spatial Complexity and Its Influencing Factors of Agricultural Green Development in China," Sustainability, MDPI, vol. 12(21), pages 1-18, November.
    15. Yun Ye & Yongjian Pu & Ailun Xiong, 2022. "The impact of digital finance on household participation in risky financial markets: Evidence-based study from China," PLOS ONE, Public Library of Science, vol. 17(4), pages 1-16, April.
    16. 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.
    17. Xueyao Zhang & Hong Chen, 2021. "Green Agricultural Development Based on Information Communication Technology and the Panel Space Measurement Model," Sustainability, MDPI, vol. 13(3), pages 1-16, January.
    18. Jules Pretty & Craig Brett & David Gee & Rachel Hine & Chris Mason & James Morison & Matthew Rayment & Gert Van Der Bijl & Thomas Dobbs, 2001. "Policy Challenges and Priorities for Internalizing the Externalities of Modern Agriculture," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 44(2), pages 263-283.
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    1. Le Sun & Congmou Zhu & Shaofeng Yuan & Lixia Yang & Shan He & Wuyan Li, 2022. "Exploring the Impact of Digital Inclusive Finance on Agricultural Carbon Emission Performance in China," IJERPH, MDPI, vol. 19(17), pages 1-18, September.
    2. Rui Ding & Siwei Shen & Yuqi Zhu & Linyu Du & Shihui Chen & Juan Liang & Kexing Wang & Wenqian Xiao & Yuxuan Hong, 2023. "Evolution, Forecasting, and Driving Mechanisms of the Digital Financial Network: Evidence from China," Sustainability, MDPI, vol. 15(22), pages 1-18, November.
    3. Weicheng Xu & Xiangyu Zhu, 2022. "Evaluation and Determinants of the Digital Inclusive Financial Support Efficiency for Marine Carbon Sink Fisheries: Evidence from China," IJERPH, MDPI, vol. 19(21), pages 1-24, October.
    4. Rulong Zhuang & Kena Mi & Menglu Zhi & Chaoyang Zhang, 2022. "Digital Finance and Green Development: Characteristics, Mechanisms, and Empirical Evidences," IJERPH, MDPI, vol. 19(24), pages 1-21, December.
    5. 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.
    6. Rui Zhang & Yong Ma & Jie Ren, 2022. "Green Development Performance Evaluation Based on Dual Perspectives of Level and Efficiency: A Case Study of the Yangtze River Economic Belt, China," IJERPH, MDPI, vol. 19(15), pages 1-24, July.
    7. Xiaojie Qu & Bao Zhu, 2023. "Digital Finance and Corporate Cash-Holding Strategy: Organizational Heterogeneity and Strategic Transmission Channels," Sustainability, MDPI, vol. 15(3), pages 1-23, January.
    8. Kai Zhao & Bintong Yu & Xiaoting Yang, 2023. "The Agricultural–Ecological Benefit of Digital Inclusive Finance Development: Evidence from Straw Burning in China," Sustainability, MDPI, vol. 15(4), pages 1-14, February.
    9. Qun Gao & Hengyang Chen & Mei Zhao & Ming Zeng, 2023. "Research on the Impact and Spillover Effect of Green Agricultural Reform Policy Pilot on Governmental Environmental Protection Behaviors Based on Quasi-Natural Experiments of China’s Two Provinces fro," Sustainability, MDPI, vol. 15(3), pages 1-19, February.

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