IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v19y2022i17p11071-d906405.html
   My bibliography  Save this article

Gray Measure and Spatial Distribution Exploration of Local Emergency Resilience on Compound Disasters

Author

Listed:
  • Feng Wu

    (College of Public Administration, Huazhong University of Science and Technology, Wuhan 430074, China)

  • Wanqiang Xu

    (College of Public Administration, Huazhong University of Science and Technology, Wuhan 430074, China)

  • Yue Tang

    (School of Public Administration, China University of Geosciences, Wuhan 430074, China)

  • Yanwei Zhang

    (College of Public Administration, Huazhong University of Science and Technology, Wuhan 430074, China)

  • Chaoran Lin

    (College of Computer Science and Technology, Harbin Engineering University, Harbin 150001, China
    School of Economics and Management, Harbin Engineering University, Harbin 150001, China)

Abstract

The complexity and uncertainty of compound disasters highlight the significance of local emergency resilience. This paper puts forward a framework, including the Projection Pursuit Model based on Real-coded Accelerating Genetic Algorithm and the Moran’s Index (Moran’s I), to measure the local emergency resilience and analyze its spatial distribution. An empirical test is conducted with the case of Hubei Province, China. The results show that: (1) the measurement indices related to infrastructure, material reserves, and resource allocation have a larger weight, while those related to personnel and their practice have a smaller weight. (2) The measurement value of local emergency resilience of sub-provincial regions in Hubei Province is vital in the eastern and weak in the western, and there are apparent east-west segmentation and north-south aggregation characteristics. (3) Although the sub-provincial regions do not show significant spatial correlation, the eastern regions centered on Wuhan are negatively correlated, and the western regions are positively correlated. Furthermore, this study provides theories and methods for local emergency resilience evaluation and spatial correlation exploration, and it has specific guidance recommendations for optimizing local emergency management resource allocation and improving local emergency resilience.

Suggested Citation

  • Feng Wu & Wanqiang Xu & Yue Tang & Yanwei Zhang & Chaoran Lin, 2022. "Gray Measure and Spatial Distribution Exploration of Local Emergency Resilience on Compound Disasters," IJERPH, MDPI, vol. 19(17), pages 1-20, September.
  • Handle: RePEc:gam:jijerp:v:19:y:2022:i:17:p:11071-:d:906405
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/19/17/11071/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/19/17/11071/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Wei Wang & Chenhong Xia & Chaofeng Liu & Ziyi Wang, 2020. "Study of double combination evaluation of urban comprehensive disaster risk," 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. 104(2), pages 1181-1209, November.
    2. Jida Liu & Yanan Guo & Shi An & Chenxi Lian, 2021. "A Study on the Mechanism and Strategy of Cross-Regional Emergency Cooperation for Natural Disasters in China—Based on the Perspective of Evolutionary Game Theory," IJERPH, MDPI, vol. 18(21), pages 1-29, November.
    3. Brenda Murphy, 2007. "Locating social capital in resilient community-level emergency management," 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. 41(2), pages 297-315, May.
    4. Feng Kong & Shao Sun, 2021. "Understanding and Strengthening the Emergency Management and Comprehensive Disaster Reduction in China’s Rural Areas: Lessons from Coping with the COVID-19 Epidemic," Sustainability, MDPI, vol. 13(7), pages 1-13, March.
    5. Fatih Demiroz & Thomas W. Haase, 2019. "The concept of resilience: a bibliometric analysis of the emergency and disaster management literature," Local Government Studies, Taylor & Francis Journals, vol. 45(3), pages 308-327, May.
    6. Kelly Bergstrand & Brian Mayer & Babette Brumback & Yi Zhang, 2015. "Assessing the Relationship Between Social Vulnerability and Community Resilience to Hazards," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 122(2), pages 391-409, June.
    7. D.K. Yoon & Jung Eun Kang & Samuel D. Brody, 2016. "A measurement of community disaster resilience in Korea," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 59(3), pages 436-460, March.
    8. Bevaola Kusumasari & Quamrul Alam, 2012. "Bridging the gaps: the role of local government capability and the management of a natural disaster in Bantul, Indonesia," 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. 60(2), pages 761-779, January.
    9. Kyujin Jung & Minsun Song, 2015. "Linking emergency management networks to disaster resilience: bonding and bridging strategy in hierarchical or horizontal collaboration networks," Quality & Quantity: International Journal of Methodology, Springer, vol. 49(4), pages 1465-1483, July.
    10. Deborah Platts-Fowler & David Robinson, 2016. "Community resilience: a policy tool for local government?," Local Government Studies, Taylor & Francis Journals, vol. 42(5), pages 762-784, September.
    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. Feng Wu & Yue Tang & Chaoran Lin & Yanwei Zhang & Wanqiang Xu, 2022. "Knowledge Trajectories Detection and Prediction of Modern Emergency Management in China Based on Topic Mining from Massive Literature Text," Sustainability, MDPI, vol. 14(24), pages 1-19, December.

    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. Shaikh Mohammad Kais & Md Saidul Islam, 2016. "Community Capitals as Community Resilience to Climate Change: Conceptual Connections," IJERPH, MDPI, vol. 13(12), pages 1-16, December.
    2. Ying Luo & Xudong Chen & Liming Yao, 2021. "Flood disaster resilience evaluation of Chinese regions: integrating the hesitant fuzzy linguistic term sets with prospect theory," 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. 105(1), pages 667-690, 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. Firas Gerges & Hani Nassif & Xiaolong Geng & Holly A. Michael & Michel C. Boufadel, 2022. "GIS-based approach for evaluating a community intrinsic resilience index," 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. 111(2), pages 1271-1299, March.
    5. Hui Xu & Yang Li & Yongtao Tan & Ninghui Deng, 2021. "A Scientometric Review of Urban Disaster Resilience Research," IJERPH, MDPI, vol. 18(7), pages 1-27, April.
    6. Hannah Carver & Tracey Price & Danilo Falzon & Peter McCulloch & Tessa Parkes, 2022. "Stress and Wellbeing during the COVID-19 Pandemic: A Mixed-Methods Exploration of Frontline Homelessness Services Staff Experiences in Scotland," IJERPH, MDPI, vol. 19(6), pages 1-20, March.
    7. Li, Chunkai & Zhang, Qiunv & Li, Na, 2018. "Does social capital benefit resilience for left-behind children? An evidence from Mainland China," Children and Youth Services Review, Elsevier, vol. 93(C), pages 255-262.
    8. Aparna Kumari & Tim G. Frazier, 2021. "Evaluating social capital in emergency and disaster management and hazards plans," 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. 109(1), pages 949-973, October.
    9. Wilmer Martínez-Rivera & Thomaz Carvalhaes & Petar Jevtić & T. Agami Reddy, 2023. "A treatment-effect model to quantify human dimensions of disaster impacts: the case of Hurricane Maria in Puerto Rico," 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. 116(2), pages 2033-2068, March.
    10. Zhixing Ma & Shili Guo & Xin Deng & Dingde Xu, 2021. "Community resilience and resident's disaster preparedness: evidence from China's earthquake-stricken areas," 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. 108(1), pages 567-591, August.
    11. 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.
    12. Yusuke Toyoda, 2021. "Survey paper: achievements and perspectives of community resilience approaches to societal systems," Asia-Pacific Journal of Regional Science, Springer, vol. 5(3), pages 705-756, October.
    13. Seoyong Kim & Seol A. Kwon & Jae Eun Lee & Byeong-Cheol Ahn & Ju Ho Lee & Chen An & Keiko Kitagawa & Dohyeong Kim & Jaesun Wang, 2020. "Analyzing the Role of Resource Factors in Citizens’ Intention to Pay for and Participate in Disaster Management," Sustainability, MDPI, vol. 12(8), pages 1-25, April.
    14. Riyanti Djalante & Cameron Holley & Frank Thomalla & Michelle Carnegie, 2013. "Pathways for adaptive and integrated disaster resilience," 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. 69(3), pages 2105-2135, December.
    15. M. Rezaul Islam, 2018. "Climate Change, Natural Disasters and Socioeconomic Livelihood Vulnerabilities: Migration Decision Among the Char Land People in Bangladesh," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 136(2), pages 575-593, April.
    16. Tenanoia Simona & Tauisi Taupo & Pedro Antunes, 2023. "A Scoping Review on Agency Collaboration in Emergency Management Based on the 3C Model," Information Systems Frontiers, Springer, vol. 25(1), pages 291-302, February.
    17. Manh Hung Do, 2023. "Saving up and diversifying income for a rainy day: Implications for households' resilience strategies and poverty," TVSEP Working Papers wp-033, Leibniz Universitaet Hannover, Institute of Development and Agricultural Economics, Project TVSEP.
    18. Alireza Abbasi, 2014. "Link formation pattern during emergency response network dynamics," 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. 71(3), pages 1957-1969, April.
    19. Manqing Wu & Guochun Wu, 2020. "An Analysis of Rural Households’ Earthquake-Resistant Construction Behavior: Evidence from Pingliang and Yuxi, China," IJERPH, MDPI, vol. 17(23), pages 1-14, December.
    20. Pei Huang & Hongyi Pan & Li Peng & Tiantian Chen & Jie Xu, 2020. "Temporal and spatial variation characteristics of disaster resilience in Southwest China’s mountainous regions against the background of urbanization," 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(3), pages 3783-3802, 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:jijerp:v:19:y:2022:i:17:p:11071-:d:906405. 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.