IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0301977.html
   My bibliography  Save this article

Study on spatial distribution, regional differences and dynamic evolution of rural financial risk in China

Author

Listed:
  • Wanling Zhou
  • Zhiliang He

Abstract

Based on panel data from 2009 to 2021, covering 30 provinces in China, we have been constructed the Rural Financial Risk Index using the objective entropy weighting method to study rural financial risk in China systematically from the perspective of spatial distribution. Specifically, we discuss the spatial distribution, regional differences and dynamic evolution of rural financial risk across Chinese four different regions divided into the Northeast, East, Central and West. It’s found that Local government debt and Land transfer income are the two primary determinants influencing the level of rural financial risk in China. Furthermore, we conclude the ranking value of rural financial risk across four regions that the central exhibits the highest level, followed by the West, the East, and finally the Northeast, where the reasons for such ranking results as follows. Firstly, although the highest level of risk among provinces in the West is equivalent to that in the Central, there exists a smaller minimum rural financial risk in the former compared to the latter. Then, it should be noted that there’s a low-low agglomeration of rural financial risk in the Northeast, while it demonstrates a high-high agglomeration in the Central according to the Moran Index test analysis. Again, there’s a declining trend in rural financial risk disparity within the region and an upward trend is observed when comparing different regions (except the East vs West), especially increase largely between the Northeast and Central in past two years after analyzing the decomposition of Dagum Gini coefficient. Moreover, we study the absolute differences and dynamic evolution in different four regions through three-dimensional diagram of kernel density estimation, and it’s found that the change of rural financial risk in four regions moved to the right as a whole, while the tail distribution remains inconspicuous. The absolute difference is diminishing in the Northeast, and the two-level differentiation characteristics tend to weaken as a whole in the Central, with a disordered wave peak height observed in both the East and West. Finally, the article presents pertinent policy implications but limitations according to the research findings.

Suggested Citation

  • Wanling Zhou & Zhiliang He, 2024. "Study on spatial distribution, regional differences and dynamic evolution of rural financial risk in China," PLOS ONE, Public Library of Science, vol. 19(5), pages 1-28, May.
  • Handle: RePEc:plo:pone00:0301977
    DOI: 10.1371/journal.pone.0301977
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0301977
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0301977&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0301977?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Hoque, Mohammad Enamul & Soo-Wah, Low & Tiwari, Aviral Kumar & Akhter, Tahmina, 2023. "Time and frequency domain connectedness and spillover among categorical and regional financial stress, gold and bitcoin market," Resources Policy, Elsevier, vol. 85(PA).
    2. Yu-Cheng Wang & Tin-Chih Toly Chen, 2019. "A Partial-Consensus Posterior-Aggregation FAHP Method—Supplier Selection Problem as an Example," Mathematics, MDPI, vol. 7(2), pages 1-15, February.
    Full references (including those not matched with items on IDEAS)

    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. Sharma, Mahak & Antony, Rose & Sehrawat, Rajat & Cruz, Angel Contreras & Daim, Tugrul U., 2022. "Exploring post-adoption behaviors of e-service users: Evidence from the hospitality sector /online travel services," Technology in Society, Elsevier, vol. 68(C).
    2. Hsin-Chieh Wu & Toly Chen & Chin-Hau Huang, 2020. "A Piecewise Linear FGM Approach for Efficient and Accurate FAHP Analysis: Smart Backpack Design as an Example," Mathematics, MDPI, vol. 8(8), pages 1-18, August.
    3. Cevik, Emrah Ismail & Caliskan Terzioglu, Hande & Kilic, Yunus & Bugan, Mehmet Fatih & Dibooglu, Sel, 2024. "Interconnectedness and systemic risk: Evidence from global stock markets," Research in International Business and Finance, Elsevier, vol. 69(C).
    4. Ahmed, Faroque & Gurdgiev, Constantin & Sohag, Kazi & Islam, Md. Monirul & Zeqiraj, Veton, 2024. "Global, local, or glocal? Unravelling the interplay of geopolitical risks and financial stress," Journal of Multinational Financial Management, Elsevier, vol. 75(C).
    5. Stefan Cristian Gherghina & Daniel Stefan Armeanu & Jean Vasile Andrei & Camelia Catalina Joldes, 2024. "Spillover Connectedness Between Cryptocurrency and Energy Sector: An Empirical Investigation Under Asymmetric Exogenous Shocks of Health and Geopolitical Crisis and Uncertainties," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 16454-16510, December.
    6. Jun-Kun Lin & Hung-Lung Lin & William Yu Chung Wang & Ching-Hui Chang & Chin-Tsai Lin, 2020. "An Evaluation Model for Property-Purchasing Plans Based on a Hybrid Multi-Criteria Decision-Making Model," Mathematics, MDPI, vol. 8(6), pages 1-18, May.
    7. Hoque, Mohammad Enamul & Soo-Wah, Low & Billah, Mabruk, 2023. "Time-frequency connectedness and spillover among carbon, climate, and energy futures: Determinants and portfolio risk management implications," Energy Economics, Elsevier, vol. 127(PB).
    8. Lü, Zheng & Ozcelebi, Oguzhan & Yoon, Seong-Min, 2025. "Impact of central bank digital currency uncertainty on international financial markets," Research in International Business and Finance, Elsevier, vol. 73(PA).
    9. Yuan, Xianghui & Long, Jun & Li, Xiang & Zhao, Chencheng, 2025. "Asymmetric connectedness in the Chinese stock sectors: Overnight and daytime return spillovers," Pacific-Basin Finance Journal, Elsevier, vol. 89(C).
    10. Hsin-Chieh Wu & Yu-Cheng Wang & Tin-Chih Toly Chen, 2020. "Assessing and Comparing COVID-19 Intervention Strategies Using a Varying Partial Consensus Fuzzy Collaborative Intelligence Approach," Mathematics, MDPI, vol. 8(10), pages 1-23, October.
    11. Hsin-Chieh Wu & Tin-Chih Toly Chen & Syuan Yu Wang, 2024. "Impact of the COVID-19 Pandemic on the Revenue of the Catering Industry: Taiwan as an Example," SAGE Open, , vol. 14(2), pages 21582440241, May.
    12. Lin, Zi-Luo & Ouyang, Wen-Pei & Yu, Qing-Rui, 2024. "Risk spillover effects of the Israel–Hamas War on global financial and commodity markets: A time–frequency and network analysis," Finance Research Letters, Elsevier, vol. 66(C).
    13. Oguzhan Ozcelebi & Ronald McIver & Sang Hoon Kang, 2025. "The dynamics of frequency connectedness between technology ETFs and uncertainty indices under extreme market conditions," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 11(1), pages 1-33, December.
    14. Hsin-Chieh Wu & Tin-Chih Toly Chen & Chin-Hau Huang & Yun-Cian Shih, 2020. "Comparing Built-in Power Banks for a Smart Backpack Design Using an Auto-Weighting Fuzzy-Weighted-Intersection FAHP Approach," Mathematics, MDPI, vol. 8(10), pages 1-22, October.
    15. Shunkun Yu & Yuqing Song, 2022. "Organizational Performance Evaluation of Coal-Fired Power Enterprises Using a Hybrid Model," Energies, MDPI, vol. 15(9), pages 1-18, April.
    16. Wang, Kai-Hua & Wen, Cui-Ping & Long, Hai & Moldovan, Nicoleta-Claudia, 2024. "Towards sustainable development: Exploring the spillover effects of green technology innovation on energy markets and economic cycles," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
    17. Hoque, Mohammad Enamul & Billah, Mabruk & Kapar, Burcu & Naeem, Muhammad Abubakr, 2024. "Quantifying the volatility spillover dynamics between financial stress and US financial sectors: Evidence from QVAR connectedness," International Review of Financial Analysis, Elsevier, vol. 95(PB).
    18. Yu-Cheng Lin & Yu-Cheng Wang & Tin-Chih Toly Chen & Hai-Fen Lin, 2019. "Evaluating the Suitability of a Smart Technology Application for Fall Detection Using a Fuzzy Collaborative Intelligence Approach," Mathematics, MDPI, vol. 7(11), pages 1-21, November.
    19. Cui, Jinxin & Maghyereh, Aktham, 2024. "Unveiling interconnectedness: Exploring higher-order moments among energy, precious metals, industrial metals, and agricultural commodities in the context of geopolitical risks and systemic stress," Journal of Commodity Markets, Elsevier, vol. 33(C).
    20. Hoque, Mohammad Enamul & Billah, Mabruk & Alam, Md Rafayet & Tiwari, Aviral Kumar, 2024. "Gold-backed cryptocurrencies: A hedging tool against categorical and regional financial stress," Global Finance Journal, Elsevier, vol. 60(C).

    More about this item

    Statistics

    Access and download statistics

    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:plo:pone00:0301977. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.