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Digital inclusive finance & the high-quality agricultural development: Prevalence of regional heterogeneity in rural China

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  • Hanjin Li
  • Yang Shi
  • Jianxin Zhang
  • Zhenkun Zhang
  • Zhaosen Zhang
  • Maogang Gong

Abstract

Developing digital inclusive finance is one of the most effective ways to alleviate financial exclusion in the agriculture sector. For empirical investigation, data from 30 provinces of Rural China is collected from the period 2011 to 2020. The study constructs five dimensions and 22 indicators in total to critically conduct the impact of digital inclusive finance on high-quality agricultural development. The level of agricultural development is measured by entropy weight TOPSIS, and the impact of digital inclusive finance on its high-quality development is empirically tested. The results show that digital inclusive finance has significantly improved the agricultural sector and, particularly, the Eastern region of China has the greatest impact. Three dimensions of digital inclusion finance have regional heterogeneity in terms of impact on agricultural development in Rural China. Data does not show the simple linear relationship between digital inclusion finance and agricultural development quality. The impact of the former on the latter is characterized by the double thresholds. The digital inclusive finance index is the weakest when it is lower than the first threshold that is 4.7704, and the impact of the second threshold that is 5.3186 on high-quality agricultural development is gradually enhanced. After crossing the second threshold, the impact of digital inclusive finance on high-quality agricultural development in Rural China is significantly enhanced. The development of digital inclusive finance should be strengthened in the Central and Western regions to compensate for regional financial imbalances and promote synergy in the high-quality development of agriculture across the country.

Suggested Citation

  • Hanjin Li & Yang Shi & Jianxin Zhang & Zhenkun Zhang & Zhaosen Zhang & Maogang Gong, 2023. "Digital inclusive finance & the high-quality agricultural development: Prevalence of regional heterogeneity in rural China," PLOS ONE, Public Library of Science, vol. 18(3), pages 1-24, March.
    • Handle: RePEc:plo:pone00:0281023
    DOI: 10.1371/journal.pone.0281023
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    References listed on IDEAS

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    1. Xiuhua Wang & Jian Guan, 2017. "Financial inclusion: measurement, spatial effects and influencing factors," Applied Economics, Taylor & Francis Journals, vol. 49(18), pages 1751-1762, April.
    2. Chuanjiang Yu & Nan Jia & Wenqi Li & Rui Wu, 2021. "Digital inclusive finance and rural consumption structure – evidence from Peking University digital inclusive financial index and China household finance survey," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 14(1), pages 165-183, September.
    3. 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.
    4. 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.
    5. Chuanjiang Yu & Nan Jia & Wenqi Li & Rui Wu, 2021. "Digital inclusive finance and rural consumption structure – evidence from Peking University digital inclusive financial index and China household finance survey," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 14(1), pages 165-183, September.
    6. Leybourne, S J & McCabe, B P M, 1994. "A Consistent Test for a Unit Root," Journal of Business & Economic Statistics, American Statistical Association, vol. 12(2), pages 157-166, April.
    7. Mahmood Ahmad & Abdul Majeed & Muhammad Asif Khan & Muhammad Sohaib & Khurram Shehzad, 2021. "Digital financial inclusion and economic growth: provincial data analysis of China," China Economic Journal, Taylor & Francis Journals, vol. 14(3), pages 291-310, September.
    8. 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.
    9. Ambler, Kate & Brauw, Alan de & Herskowitz, Sylvan & Pulido, Cristhian, 2022. "Finance needs of the agricultural midstream and the prospects for digital financial services," IFPRI discussion papers 2122, International Food Policy Research Institute (IFPRI).
    10. Rijia Ding & Fenfen Shi & Suli Hao, 2022. "Digital Inclusive Finance, Environmental Regulation, and Regional Economic Growth: An Empirical Study Based on Spatial Spillover Effect and Panel Threshold Effect," Sustainability, MDPI, vol. 14(7), pages 1-25, April.
    11. Xiaoming Zhu & Bingying Song & Yingzi Ni & Yifan Ren & Rui Li, 2016. "Business Trends in the Digital Era," Springer Books, Springer, number 978-981-10-1079-8, March.
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    Cited by:

    1. Bai, Changyi & Guan, Wen & Wang, Dawei & Chen, Xiyi, 2024. "Digital village construction and the quality of life of rural residents," International Review of Economics & Finance, Elsevier, vol. 96(PC).

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