IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i13p8005-d852767.html
   My bibliography  Save this article

Evaluation and Influencing Factors of Network Resilience in Guangdong-Hong Kong-Macao Greater Bay Area: A Structural Perspective

Author

Listed:
  • Jialu Shi

    (School of Economics, Shandong Normal University, Jinan 250358, China
    College of Geography and Environment, Shandong Normal University, Jinan 250358, China)

  • Xuan Wang

    (College of Geography and Environment, Shandong Normal University, Jinan 250358, China)

  • Chengxin Wang

    (College of Geography and Environment, Shandong Normal University, Jinan 250358, China)

  • Haimeng Liu

    (Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China
    College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China)

  • Yi Miao

    (College of Geography and Environment, Shandong Normal University, Jinan 250358, China)

  • Fuyi Ci

    (School of Economics, Shandong Normal University, Jinan 250358, China)

Abstract

Currently, urban crises are spreading, even tending to be magnified along the urban networks. Improving urban network resilience can effectively reduce the loss and cope with sudden disasters. Based on the dimensions of regional resilience and the framework of urban network, a new evaluation system of network resilience, including economic, social, and engineering networks, was established to assess the network resilience of the Guangdong–Hong Kong–Macao Greater Bay Area (GBA) from a structural perspective. We analyzed the spatial characteristics and influencing factors of network resilience using social network analysis and quadratic assignment procedure. The results were as follows: (1) regional difference was biggest in GBA’s economic network strength while smallest in its transportation network strength, and the east bank of the Pearl River represented an extremely resilient connection axis; (2) the structures of network resilience and its subsystems were heterogeneous, and the connection paths of network resilience were more heterogeneous and diversified than those of the subsystems; (3) network resilience presented an obvious core–edge structure, and the spatial correlation and spillover effect between blocks were substantial; and (4) geographical proximity, as well as differences in economic development, urban agglomeration, and market development, had a significant impact on network resilience. This study provides a more systematic approach to evaluate the regional network resilience, and the results provide references for the construction of bay areas in developing countries.

Suggested Citation

  • Jialu Shi & Xuan Wang & Chengxin Wang & Haimeng Liu & Yi Miao & Fuyi Ci, 2022. "Evaluation and Influencing Factors of Network Resilience in Guangdong-Hong Kong-Macao Greater Bay Area: A Structural Perspective," Sustainability, MDPI, vol. 14(13), pages 1-21, June.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:13:p:8005-:d:852767
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/13/8005/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/14/13/8005/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Wenjia Zhang & Jean-Claude Thill, 2019. "Mesoscale Structures in World City Networks," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 109(3), pages 887-908, May.
    2. Ruiying Li & Qiang Dong & Chong Jin & Rui Kang, 2017. "A New Resilience Measure for Supply Chain Networks," Sustainability, MDPI, vol. 9(1), pages 1-19, January.
    3. Kyujin Jung, 2017. "Sources of Organizational Resilience for Sustainable Communities: An Institutional Collective Action Perspective," Sustainability, MDPI, vol. 9(7), pages 1-16, June.
    4. Minmin Li & Wenhua Guo & Renzhong Guo & Biao He & Zhichao Li & Xiaoming Li & Wenchao Liu & Yong Fan, 2022. "Urban Network Spatial Connection and Structure in China Based on Railway Passenger Flow Big Data," Land, MDPI, vol. 11(2), pages 1-18, February.
    5. Yi Cheng & Haimeng Liu & Shaobin Wang & Xuegang Cui & Qirui Li, 2021. "Global Action on SDGs: Policy Review and Outlook in a Post-Pandemic Era," Sustainability, MDPI, vol. 13(11), pages 1-25, June.
    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. Trucco, Paolo & Petrenj, Boris, 2023. "Characterisation of resilience metrics in full-scale applications to interdependent infrastructure systems," Reliability Engineering and System Safety, Elsevier, vol. 235(C).
    2. Vicente Javier Clemente-Suárez & Stephanie Rodriguez-Besteiro & Juan José Cabello-Eras & Alvaro Bustamante-Sanchez & Eduardo Navarro-Jiménez & Macarena Donoso-Gonzalez & Ana Isabel Beltrán-Velasco & J, 2022. "Sustainable Development Goals in the COVID-19 Pandemic: A Narrative Review," Sustainability, MDPI, vol. 14(13), pages 1-26, June.
    3. Pawlicka Kinga & Bal Monika, 2022. "Sustainable Supply Chain Finances implementation model and Artificial Intelligence for innovative omnichannel logistics," Management, Sciendo, vol. 26(1), pages 19-35, January.
    4. Zhaoming Yang & Qi Xiang & Yuxuan He & Shiliang Peng & Michael Havbro Faber & Enrico Zio & Lili Zuo & Huai Su & Jinjun Zhang, 2023. "Resilience of Natural Gas Pipeline System: A Review and Outlook," Energies, MDPI, vol. 16(17), pages 1-19, August.
    5. Lei Du & Yingbin Feng & Li Yaning Tang & Wei Kang & Wei Lu, 2020. "Networks in disaster emergency management: a systematic review," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 103(1), pages 1-27, August.
    6. Lorenzo Bruno Prataviera & Alessandro Creazza & Marco Melacini & Fabrizio Dallari, 2022. "Heading for Tomorrow: Resilience Strategies for Post-COVID-19 Grocery Supply Chains," Sustainability, MDPI, vol. 14(4), pages 1-17, February.
    7. Maureen S. Golan & Laura H. Jernegan & Igor Linkov, 2020. "Trends and applications of resilience analytics in supply chain modeling: systematic literature review in the context of the COVID-19 pandemic," Environment Systems and Decisions, Springer, vol. 40(2), pages 222-243, June.
    8. Daniel Kangogo & Domenico Dentoni & Jos Bijman, 2020. "Determinants of Farm Resilience to Climate Change: The Role of Farmer Entrepreneurship and Value Chain Collaborations," Sustainability, MDPI, vol. 12(3), pages 1-15, January.
    9. Ben Derudder, 2021. "Network Analysis of ‘Urban Systems’: Potential, Challenges, and Pitfalls," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 112(4), pages 404-420, September.
    10. Mark Elder & Elli Newman, 2023. "Monitoring G20 Countries’ SDG Implementation Policies and Budgets Reported in Their Voluntary National Reviews (VNRs)," Sustainability, MDPI, vol. 15(22), pages 1-27, November.
    11. Minsun Song, 2018. "Does having a strong commitment matter in building sustainable networks?," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(2), pages 551-564, March.
    12. Olivera Kostoska & Sonja Mitikj & Petar Jovanovski & Ljupco Kocarev, 2020. "Core-periphery structure in sectoral international trade networks: A new approach to an old theory," PLOS ONE, Public Library of Science, vol. 15(4), pages 1-24, April.
    13. Cornelis, Erwin, 2019. "History and prospect of voluntary agreements on industrial energy efficiency in Europe," Energy Policy, Elsevier, vol. 132(C), pages 567-582.
    14. Tajammal Hussain & Rick Edgeman & Mohamad Najem AlNajem, 2023. "Exploring the Intellectual Structure of Research in Organizational Resilience through a Bibliometric Approach," Sustainability, MDPI, vol. 15(17), pages 1-28, August.
    15. Wenwu Zhao & Caichun Yin & Ting Hua & Michael E. Meadows & Yan Li & Yanxu Liu & Francesco Cherubini & Paulo Pereira & Bojie Fu, 2022. "Achieving the Sustainable Development Goals in the post-pandemic era," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-7, December.
    16. Mengcheng Li & Haimeng Liu & Shangkun Yu & Jianshi Wang & Yi Miao & Chengxin Wang, 2022. "Estimating the Decoupling between Net Carbon Emissions and Construction Land and Its Driving Factors: Evidence from Shandong Province, China," IJERPH, MDPI, vol. 19(15), pages 1-26, July.
    17. Ze, Fu & Wong, Wing-Keung & Alhasan, Tariq kamal & Al Shraah, Ata & Ali, Anis & Muda, Iskandar, 2023. "Economic development, natural resource utilization, GHG emissions and sustainable development: A case study of China," Resources Policy, Elsevier, vol. 83(C).
    18. Ruiying Li & Xiaoyu Tian & Li Yu & Rui Kang, 2019. "A Systematic Disturbance Analysis Method for Resilience Evaluation: A Case Study in Material Handling Systems," Sustainability, MDPI, vol. 11(5), pages 1-18, March.
    19. Jing Yang & Disheng Yi & Jingjing Liu & Yusi Liu & Jing Zhang, 2019. "Spatiotemporal Change Characteristics of Nodes’ Heterogeneity in the Directed and Weighted Spatial Interaction Networks: Case Study within the Sixth Ring Road of Beijing, China," Sustainability, MDPI, vol. 11(22), pages 1-15, November.
    20. Jing Zhang & Lei Li & Congmou Zhu & Qi Hao & Xinming Chen & Zhoulu Yu & Muye Gan & Wuyan Li, 2023. "Investigating the Spatial Heterogeneity and Influencing Factors of Urban Multi-Dimensional Network Using Multi-Source Big Data in Hangzhou Metropolitan Circle, Eastern China," Land, MDPI, vol. 12(9), pages 1-16, September.

    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:14:y:2022:i:13:p:8005-:d:852767. 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.