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Evaluation of smart community resilience: empirical evidence from Heilongjiang province, China

Author

Listed:
  • Shuyi Niu

    (Harbin Institute of Technology)

  • Xiaodong Yang

    (Harbin Institute of Technology)

  • Huili Li

    (Harbin Institute of Technology)

  • Jiayu Zhang

    (Harbin Institute of Technology)

Abstract

Building smart community resilience has become imperative for addressing vulnerabilities to uncertain disturbances. Consequently, assessing smart community resilience levels is crucial. This study aims to develop an evaluation framework and model applicable to smart community resilience, provide a reference methodology for assessment, elucidate smart community and community resilience interactions, quantify resilience across Chinese smart communities, and recommend strategies to advance smart community and resilience. First, a smart community resilience index system is constructed via a literature review and Delphi method. Second, an assessment model combining the analytic network process, structural vector autoregressive model, and decision-making trial and evaluation laboratory is proposed. Third, an empirical evaluation of smart communities in Heilongjiang Province, China, exemplifies the framework. Results exhibit generally low resilience, with inter-community variability attributable to imbalances across dimensions like environmental, economic, social, infrastructural, institutional, and smart. There is also uneven intra-community resilience. Community smartness substantially affects community resilience. Consequently, incorporating the smart dimension into the assessment system is advised to enhance community resilience through intelligent means. Further community-level research should recommend upgrade strategies. Community should concentrate on building economic, infrastructural, and smart resilience to progress smart community and community resilience.

Suggested Citation

  • Shuyi Niu & Xiaodong Yang & Huili Li & Jiayu Zhang, 2025. "Evaluation of smart community resilience: empirical evidence from Heilongjiang province, China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(6), pages 14437-14467, June.
  • Handle: RePEc:spr:endesu:v:27:y:2025:i:6:d:10.1007_s10668-024-04514-8
    DOI: 10.1007/s10668-024-04514-8
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    1. Jaqueline Iaksch & Ederson Fernandes & Milton Borsato, 2021. "Digitalization and Big data in smart farming – a review," Journal of Management Analytics, Taylor & Francis Journals, vol. 8(2), pages 333-349, April.
    2. Mahya Ghouchani & Mohammad Taji & Amirhassan Yaghoubi Roshan & Mohammad Seifi Chehr, 2021. "Identification and assessment of hidden capacities of urban resilience," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(3), pages 3966-3993, March.
    3. John Bricout & Paul M. A. Baker & Nathan W. Moon & Bonita Sharma, 2021. "Exploring the Smart Future of Participation: Community, Inclusivity, and People With Disabilities," International Journal of E-Planning Research (IJEPR), IGI Global, vol. 10(2), pages 94-108, April.
    4. Amine Belhadi & Sachin Kamble & Samuel Fosso Wamba & Maciel M. Queiroz, 2022. "Building supply-chain resilience: an artificial intelligence-based technique and decision-making framework," International Journal of Production Research, Taylor & Francis Journals, vol. 60(14), pages 4487-4507, July.
    5. Yuqing Geng & Mukasar Maimaituerxun, 2022. "Research Progress of Green Marketing in Sustainable Consumption based on CiteSpace Analysis," SAGE Open, , vol. 12(3), pages 21582440221, August.
    6. Peng Cui & Dezhi Li, 2019. "Measuring the Disaster Resilience of an Urban Community Using ANP‐FCE Method from the Perspective of Capitals," Social Science Quarterly, Southwestern Social Science Association, vol. 100(6), pages 2059-2077, October.
    7. Thomas L. Saaty, 2013. "The Modern Science of Multicriteria Decision Making and Its Practical Applications: The AHP/ANP Approach," Operations Research, INFORMS, vol. 61(5), pages 1101-1118, October.
    8. Alexandros I. Stefanakis & Cristina S.C. Calheiros & Ioannis Nikolaou, 2021. "Nature-Based Solutions as a Tool in the New Circular Economic Model for Climate Change Adaptation," Circular Economy and Sustainability, Springer, vol. 1(1), pages 303-318, June.
    9. Markus Grillitsch & Bjørn Asheim, 2018. "Place-based innovation policy for industrial diversification in regions," European Planning Studies, Taylor & Francis Journals, vol. 26(8), pages 1638-1662, August.
    10. Luis Ceferino & Judith Mitrani-Reiser & Anne Kiremidjian & Gregory Deierlein & Celso Bambarén, 2020. "Effective plans for hospital system response to earthquake emergencies," Nature Communications, Nature, vol. 11(1), pages 1-12, December.
    11. Nancy Odendaal, 2021. "Everyday urbanisms and the importance of place: Exploring the elements of the emancipatory smart city," Urban Studies, Urban Studies Journal Limited, vol. 58(3), pages 639-654, February.
    12. Ben Yahia, Nesrine & Eljaoued, Wissem & Bellamine Ben Saoud, Narjès & Colomo-Palacios, Ricardo, 2021. "Towards sustainable collaborative networks for smart cities co-governance," International Journal of Information Management, Elsevier, vol. 56(C).
    13. R. Cantelmi & G. Di Gravio & R. Patriarca, 2021. "Reviewing qualitative research approaches in the context of critical infrastructure resilience," Environment Systems and Decisions, Springer, vol. 41(3), pages 341-376, September.
    14. Natalia Ciobanu & Ali Kerem Saysel, 2021. "Using social–ecological inventory and group model building for resilience assessment to climate change in a network governance setting: a case study from Ikel watershed in Moldova," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(1), pages 1065-1085, January.
    15. Waseem Akhter & Khalid Zaman & Abdelmohsen A. Nassani & Muhammad Moinuddin Qazi Abro, 2020. "Nexus between natural and technical disaster shocks, resource depletion and growth-specific factors: evidence from quantile regression," 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(1), pages 143-169, October.
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