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Spatial Characteristics and Factors Influencing the Rural Development Level of Chinese Counties on the Basis of Point Data

Author

Listed:
  • Min Zhao

    (School of Architecture and Planning, Yunnan University, Kunming 650500, China)

  • Qi Chen

    (School of Architecture and Planning, Yunnan University, Kunming 650500, China)

  • Jun Zhang

    (School of Architecture and Planning, Yunnan University, Kunming 650500, China)

  • Qianwen Xu

    (School of Architecture and Planning, Yunnan University, Kunming 650500, China)

  • Peng Li

    (School of Business and Tourism, Yunnan University, Kunming 650500, China)

Abstract

Measuring the rural development level of counties is helpful for identifying regional differences and proposing targeted strategies. In this study, 44,743-point data were selected from 17 types of rural lists in China, and a four-dimensional indicator system was constructed following the “point-to-area” principle, to analyse the spatial differentiation and factors influencing rural development levels. The results reveal that the characteristic points of rural development present a “polarized” pattern along the Hu Huanyong Line, with four agglomeration cores in Southeast China. The third quadrant, delineated by the Hu Huanyong Line and the Botai Line, has the lowest rural development level. Meanwhile, the eastern coastal area and the northern coastal area lead in average rural development level among eight socioeconomic zones. Beijing, Tianjin, and Shanghai have either the highest or second highest levels in overall and dimensional development, whereas Tibet has the lowest level. Moreover, the cultural level in most counties remains at a relatively low level or below. The key factors influencing this pattern include the natural environment and economic production, especially river density, cultural resources, and general public budget expenditure per capita. This study deepens the understanding of rural development, aiming to inform global sustainable rural development assessment.

Suggested Citation

  • Min Zhao & Qi Chen & Jun Zhang & Qianwen Xu & Peng Li, 2025. "Spatial Characteristics and Factors Influencing the Rural Development Level of Chinese Counties on the Basis of Point Data," Land, MDPI, vol. 14(3), pages 1-25, March.
    • Handle: RePEc:gam:jlands:v:14:y:2025:i:3:p:522-:d:1603748
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    References listed on IDEAS

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    1. Jiang, Changjun & Li, Jintao & Liu, Jilai, 2022. "Does urbanization affect the gap between urban and rural areas? Evidence from China," Socio-Economic Planning Sciences, Elsevier, vol. 82(PB).
    2. Monsalve, Fabio & Zafrilla, Jorge Enrique & Cadarso, María-Ángeles, 2016. "Where have all the funds gone? Multiregional input-output analysis of the European Agricultural Fund for Rural Development," Ecological Economics, Elsevier, vol. 129(C), pages 62-71.
    3. Hashemi, Niloofar & Ghaffary, Gholamreza, 2017. "A Proposed Sustainable Rural Development Index (SRDI): Lessons from Hajij village, Iran," Tourism Management, Elsevier, vol. 59(C), pages 130-138.
    4. Leonardo Casini & Fabio Boncinelli & Caterina Contini & Francesca Gerini & Gabriele Scozzafava, 2019. "A Multicriteria Approach for Well-Being Assessment in Rural Areas," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 143(1), pages 411-432, May.
    5. Cecilia Rubio & María Clara Rubio & Elena Abraham, 2018. "Poverty Assessment in Degraded Rural Drylands in the Monte Desert, Argentina. An Evaluation Using GIS and Multi-criteria Decision Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 137(2), pages 579-603, June.
    6. Jianwen Shi & Xiuyun Yang, 2022. "Sustainable Development Levels and Influence Factors in Rural China Based on Rural Revitalization Strategy," Sustainability, MDPI, vol. 14(14), pages 1-19, July.
    7. Hennebry Barraí & Stryjakiewicz Tadeusz, 2020. "Classification of Structurally Weak Rural Regions: Application of a Rural Development Index for Austria and Portugal," Quaestiones Geographicae, Sciendo, vol. 39(2), pages 5-14, June.
    8. Allen, Cameron & Metternicht, Graciela & Wiedmann, Thomas, 2016. "National pathways to the Sustainable Development Goals (SDGs): A comparative review of scenario modelling tools," Environmental Science & Policy, Elsevier, vol. 66(C), pages 199-207.
    9. Zang, Yuzhu & Liu, Yansui & Yang, Yuanyuan & Woods, Michael & Fois, Francesca, 2020. "Rural decline or restructuring? Implications for sustainability transitions in rural China," Land Use Policy, Elsevier, vol. 94(C).
    10. Geng, Yuqing & Liu, Liwen & Chen, Lingyan, 2023. "Rural revitalization of China: A new framework, measurement and forecast," Socio-Economic Planning Sciences, Elsevier, vol. 89(C).
    11. He Li & Hua He & Jian Zhang, 2022. "Study on Rural Development Evaluation and Drivers of Sustainable Development: Evidence from the Beijing-Tianjin-Hebei Region of China," Sustainability, MDPI, vol. 14(15), pages 1-21, August.
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