IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v16y2024i2p813-d1321100.html
   My bibliography  Save this article

Driving Force–Pressure–State–Impact–Response-Based Evaluation of Rural Human Settlements’ Resilience and Their Influencing Factors: Evidence from Guangdong, China

Author

Listed:
  • Xiao Chen

    (School of Public Administration, South China University of Technology, Guangzhou 510640, China
    Committee of the Communist Youth League of China, Guangxi University, Nanning 530004, China)

  • Fangyi Rong

    (School of Public Administration, South China University of Technology, Guangzhou 510640, China)

  • Shenghui Li

    (School of Public Administration, South China University of Technology, Guangzhou 510640, China)

Abstract

During urbanization, rural human settlements experience dual pressures from both ecology and culture. Strengthening resilience can enhance the system’s ability to withstand external pressures and restore equilibrium, providing a new research perspective and practical approach for the sustainable development of rural areas. Yet, there are limited reports in the literature on evaluating and improving rural human settlements resilience. To fill this gap, the paper establishes an evaluation system utilizing the DPSIR framework and entropy method. It employs 115 counties and districts in Guangdong Province as samples to evaluate rural human settlements’ resilience in 2020. The Geographically Weighted Regression (GWR) model is used to analyze spatial differences and the influencing mechanisms of various factors on resilience. The results suggest that the overall rural human settlements’ resilience in Guangdong Province is relatively low, showing a concentrated spatial distribution and also variations in the levels and spatial distributions of resilience across different dimensions. Moreover, various dimensions of resilience significantly impact rural human settlements. The driving force resilience coefficients are all significantly positive, with higher values in Western Guangdong and Eastern Guangdong. The pressure resilience coefficients are all significantly negative, decreasing from east to west. The state resilience coefficients show an overall positive correlation, with lower values in the central and northern parts and higher values in the eastern and western parts. The impact resilience and response resilience coefficients are generally positive, with higher values in the Pearl River Delta. This paper extends the theoretical framework for evaluating and analyzing rural human settlements’ resilience, offering empirical evidence to optimize their resilience in a geographical context.

Suggested Citation

  • Xiao Chen & Fangyi Rong & Shenghui Li, 2024. "Driving Force–Pressure–State–Impact–Response-Based Evaluation of Rural Human Settlements’ Resilience and Their Influencing Factors: Evidence from Guangdong, China," Sustainability, MDPI, vol. 16(2), pages 1-18, January.
  • Handle: RePEc:gam:jsusta:v:16:y:2024:i:2:p:813-:d:1321100
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/16/2/813/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/16/2/813/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ying Zhang & Xinyu Xie & Xiaoping Qiu & Zheng Jing & Yongqian Yu & Yan Wang, 2023. "Study on Livelihood Resilience of Rural Residents under the Rural Revitalization Strategy in Ethnic Areas of Western Sichuan, China," Agriculture, MDPI, vol. 13(10), pages 1-19, October.
    2. Zhang, Kevin Honglin & Song, Shunfeng, 2003. "Rural-urban migration and urbanization in China: Evidence from time-series and cross-section analyses," China Economic Review, Elsevier, vol. 14(4), pages 386-400.
    3. Mei Yang & Mengyun Jiao & Jinyu Zhang, 2022. "Spatio-Temporal Analysis and Influencing Factors of Rural Resilience from the Perspective of Sustainable Rural Development," IJERPH, MDPI, vol. 19(19), pages 1-24, September.
    4. Xiaojun Dong & Tao Shi & Wei Zhang & Qian Zhou, 2020. "Temporal and Spatial Differences in the Resilience of Smart Cities and Their Influencing Factors: Evidence from Non-Provincial Cities in China," Sustainability, MDPI, vol. 12(4), pages 1-15, February.
    5. Du, Minzhe & Wu, Fenger & Ye, Danfeng & Zhao, Yating & Liao, Liping, 2023. "Exploring the effects of energy quota trading policy on carbon emission efficiency: Quasi-experimental evidence from China," Energy Economics, Elsevier, vol. 124(C).
    6. Xiaoling Xie & Gaonan Zhou & Shibao Yu, 2023. "Study on Rural Ecological Resilience Measurement and Optimization Strategy Based on PSR-“Taking Weiyuan in Gansu Province as an Example”," Sustainability, MDPI, vol. 15(6), pages 1-20, March.
    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. Jiaxin Hao & Yan Zhang & Lihong Guo, 2024. "Research on a Multidimensional Dynamic Environmental Assessment: Based on the PSR Analysis Framework and Bootstrap-DEA Model, in the Yellow River Basin, China," Land, MDPI, vol. 13(12), pages 1-25, December.
    2. Zikai Zhao & Chao Liu & Wenye Chang & Yangjun Ren, 2025. "Comprehensive Resilience Assessment and Obstacle Analysis of Cities Based on the PSR-TOPSIS Model: A Case Study of Jiangsu Cities," Land, MDPI, vol. 14(7), pages 1-29, July.
    3. Antonio Torres Valle & Juan C. Sala Rosario & Yanelba E. Abreu Rojas & Ulises Jauregui Haza, 2025. "Comprehensive Modeling of Climate Risk in the Dominican Republic Using a Multivariate Simulator," Sustainability, MDPI, vol. 17(10), pages 1-25, May.
    4. Chulin Chen & Nanyang Xu & Shouyun Shen & Wei He & Yang Su, 2025. "Exploring the Impact of Green Technology Innovation on Rural Habitat System Resilience," Agriculture, MDPI, vol. 15(9), pages 1-23, April.

    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. Cixian Lv & Jingjing Xu & Wenhao Chang & Xiaotong Zhi & Peijin Yang & Xinghua Wang, 2024. "Exploring the impact of college graduates’ place attachment on entrepreneurial intention upon returning to hometowns: A study based on the theory of planned behavior," PLOS ONE, Public Library of Science, vol. 19(3), pages 1-18, March.
    2. Jiang Cheng & Lu Yu, 2019. "Life and health insurance consumption in China: demographic and environmental risks," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 44(1), pages 67-101, January.
    3. GAO Tianming & Anna Ivolga & Vasilii Erokhin, 2018. "Sustainable Rural Development in Northern China: Caught in a Vice between Poverty, Urban Attractions, and Migration," Sustainability, MDPI, vol. 10(5), pages 1-20, May.
    4. Ruofan Liao & Zhengtao Chen & Jirakom Sirisrisakulchai & Jianxu Liu, 2025. "Enhancing Rural Economic Sustainability in China Through Agricultural Socialization Services: A Novel Perspective on Spatial-Temporal Dynamics," Agriculture, MDPI, vol. 15(3), pages 1-28, January.
    5. Martin JANOTKA & Vladimir GAZDA, 2012. "Modelling Of Interregional Migration In Slovakia," Journal of Applied Economic Sciences, Spiru Haret University, Faculty of Financial Management and Accounting Craiova, vol. 7(1(19)/ Sp), pages 48-55.
    6. Zelai XU & Mary-Françoise RENARD & Nong ZHU, 2007. "Migration, urban population growth and regional disparity in China," Working Papers 200730, CERDI.
    7. Daniel Fu Keung Wong & He Xue Song, 2008. "The Resilience of Migrant Workers in Shanghai China: the Roles of Migration Stress and Meaning of Migration," International Journal of Social Psychiatry, , vol. 54(2), pages 131-143, March.
    8. Tuo Shi & Yuanman Hu & Miao Liu & Chunlin Li & Chuyi Zhang & Chong Liu, 2020. "How Do Economic Growth, Urbanization, and Industrialization Affect Fine Particulate Matter Concentrations? An Assessment in Liaoning Province, China," IJERPH, MDPI, vol. 17(15), pages 1-14, July.
    9. Melo, Grace & Ames, Glenn, 2016. "Driving Factors of Rural-Urban Migration in China," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235508, Agricultural and Applied Economics Association.
    10. Du, Minzhe & Wu, Fenger & Luo, Lichun & Wang, Qiya & Liao, Liping, 2025. "Spatial effects of the market-based energy allocation on energy efficiency: A quasi-natural experiment of energy quota trading," Energy, Elsevier, vol. 318(C).
    11. Zhen Yang & Jun Lei & Jian-Gang Li, 2019. "Identifying the Determinants of Urbanization in Prefecture-Level Cities in China: A Quantitative Analysis Based on Spatial Production Theory," Sustainability, MDPI, vol. 11(4), pages 1-18, February.
    12. Gagnon, Jason & Xenogiani, Theodora & Xing, Chunbing, 2009. "Are all migrants really worse off in urban labour markets: new empirical evidence from China," MPRA Paper 16109, University Library of Munich, Germany.
    13. Yi, Yuxin & Zhang, Liming & Du, Lei & Sun, Helin, 2024. "Cross-regional integration of renewable energy and corporate carbon emissions: Evidence from China's cross-regional surplus renewable energy spot trading pilot," Energy Economics, Elsevier, vol. 135(C).
    14. Huang, Chenchen & Lin, Boqiang, 2024. "Digital economy solutions towards carbon neutrality: The critical role of energy efficiency and energy structure transformation," Energy, Elsevier, vol. 306(C).
    15. Qiu, Zhaoxuan & Li, Jincheng & Liu, Bei & Jin, Meilin & Wang, Jinmin, 2025. "How does energy quota trading affect the corporate pollution gap? Evidence from China," Economic Modelling, Elsevier, vol. 146(C).
    16. Bruno M. B. Pinto & Fernando A. F. Ferreira & Ronald W. Spahr & Mark A. Sunderman & Leandro F. Pereira, 2023. "Analyzing causes of urban blight using cognitive mapping and DEMATEL," Annals of Operations Research, Springer, vol. 325(2), pages 1083-1110, June.
    17. Yingjie Zhang & Siqi Zheng & Yan Song & Yongguang Zhong, 2016. "The Spillover Effect of Urban Village Removal on Nearby Home Values in Beijing," Growth and Change, Wiley Blackwell, vol. 47(1), pages 9-31, March.
    18. Ying Zhang & Yunyan Li, 2024. "A Study on the Coupling Coordination of Urban Resilience and the Tourism Economy in the Beijing–Tianjin–Hebei Region," Sustainability, MDPI, vol. 16(12), pages 1-20, June.
    19. Yuqi Zhang & Jiafu Liu & Yue Zhu, 2025. "Assessment of Ecological Resilience and Identification of Influencing Factors in Jilin Province, China," Sustainability, MDPI, vol. 17(13), pages 1-28, June.
    20. Jilin Wu & Manhong Yang & Jinyou Zuo & Ningling Yin & Yimin Yang & Wenhai Xie & Shuiliang Liu, 2024. "Spatio-Temporal Evolution of Ecological Resilience in Ecologically Fragile Areas and Its Influencing Factors: A Case Study of the Wuling Mountains Area, China," Sustainability, MDPI, vol. 16(9), pages 1-21, April.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    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:gam:jsusta:v:16:y:2024:i:2:p:813-:d:1321100. 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.