IDEAS home Printed from https://ideas.repec.org/a/eee/jrpoli/v82y2023ics0301420723002301.html

Economic resilience assessment and policy interaction of coal resource oriented cities for the low carbon economy based on AI

Author

Listed:
  • Deng, Yue
  • Jiang, Wanyi
  • Wang, Zeyu

Abstract

This study aims to evaluate the economic growth of coal-resource-oriented cities under Low-Carbon (LC) economic growth. The public participation mechanisms are promoted, and the vitality of the economic market of resource-oriented cities is enhanced by increasing the intervention of government policies. Firstly, the context of the coal-resource-oriented cities and LC economy are analysed. Secondly, an economic resilience assessment system for coal-resource-oriented cities is established, characterized by traditional and high-tech industries through the analysis of the condition of resource-oriented cities. Finally, in the process of optimizing and managing the economic structure, the assessment of the LC evolution path of resource-oriented cities is strengthened through the extensive participation of the general public. The results show that the economic resilience level of coal-resource-oriented and traditional cities fluctuates and increases from 2011 to 2021. In 2011, the economic resilience index of traditional cities and coal-resource-oriented cities was 0.11and 0.22. By 2021, traditional cities’ and coal-resource-oriented cities’ economic resilience assessment stability was 0.527 and 0.562. This study has pivotal reference value for promoting urban resource management and economic efficiency.

Suggested Citation

  • Deng, Yue & Jiang, Wanyi & Wang, Zeyu, 2023. "Economic resilience assessment and policy interaction of coal resource oriented cities for the low carbon economy based on AI," Resources Policy, Elsevier, vol. 82(C).
    • Handle: RePEc:eee:jrpoli:v:82:y:2023:i:c:s0301420723002301
    DOI: 10.1016/j.resourpol.2023.103522
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0301420723002301
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.resourpol.2023.103522?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Fagerberg, Jan, 2018. "Mobilizing innovation for sustainability transitions: A comment on transformative innovation policy," Research Policy, Elsevier, vol. 47(9), pages 1568-1576.
    2. Margarida Madaleno & Max Nathan & Henry Overman & Sevrin Waights, 2022. "Incubators, accelerators and urban economic development," Urban Studies, Urban Studies Journal Limited, vol. 59(2), pages 281-300, February.
    3. Céline Louche & Timo Busch & Patricia Crifo & Alfred Marcus, 2019. "Financial Markets and the Transition to a Low-Carbon Economy: Challenging the Dominant Logics," Post-Print hal-02016756, HAL.
    4. Yu Zhang & Liyin Shen & Chenyang Shuai & Yongtao Tan & Yitian Ren & Ya Wu, 2019. "Is the low‐carbon economy efficient in terms of sustainable development? A global perspective," Sustainable Development, John Wiley & Sons, Ltd., vol. 27(1), pages 130-152, January.
    5. Patrizia Gazzola & Enrica Pavione & Roberta Pezzetti & Daniele Grechi, 2020. "Trends in the Fashion Industry. The Perception of Sustainability and Circular Economy: A Gender/Generation Quantitative Approach," Sustainability, MDPI, vol. 12(7), pages 1-19, April.
    6. Allan Dahl Andersen & Anabel Marìn & Erlend O. Simensen, 2018. "Innovation in natural resource-based industries: a pathway to development? Introduction to special issue," Innovation and Development, Taylor & Francis Journals, vol. 8(1), pages 1-27, January.
    7. Ockert Pretorius & Ernst Drewes & Mariske van Aswegen & Gerard Malan, 2021. "A Policy Approach towards Achieving Regional Economic Resilience in Developing Countries: Evidence from the SADC," Sustainability, MDPI, vol. 13(5), pages 1-21, March.
    8. Filippo Di Pietro & Patrizio Lecca & Simone Salotti, 2021. "Regional economic resilience in the European Union: a numerical general equilibrium analysis," Spatial Economic Analysis, Taylor & Francis Journals, vol. 16(3), pages 287-312, July.
    9. Alessandra Faggian & Roberta Gemmiti & Timothy Jaquet & Isabella Santini, 2018. "Regional economic resilience: the experience of the Italian local labor systems," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 60(2), pages 393-410, March.
    10. Michael Batty, 2020. "The Coronavirus crisis: What will the post-pandemic city look like?," Environment and Planning B, , vol. 47(4), pages 547-552, June.
    11. Zafeirenia Brokalaki & Roberta Comunian, 2021. "Beyond the hype," City, Taylor & Francis Journals, vol. 25(3-4), pages 396-418, July.
    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. Tong, Bingrui & Liu, Hui & Zhu, Junjie & Wang, Yuxuan & Mei, Ting, 2026. "Enhancing urban system safety through urban resilience: A case study of Ningbo, China," Reliability Engineering and System Safety, Elsevier, vol. 267(PA).
    2. Hui Zhang & Jing Li & Tianshu Quan, 2023. "Strengthening or Weakening: The Impact of an Aging Rural Workforce on Agricultural Economic Resilience in China," Agriculture, MDPI, vol. 13(7), pages 1-16, July.
    3. Li Zhu & Mengying Cao & Wenyuan Wang & Tianyue Zhang, 2025. "Spatial Evolution and Scenario Simulation of Carbon Metabolism in Coal-Resource-Based Cities Towards Carbon Neutrality: A Case Study of Jincheng, China," Energies, MDPI, vol. 18(6), pages 1-20, March.
    4. Hanyu Rao & Jiancheng Li & Xiaojun Sun, 2025. "Demand Forecasting and Allocation Optimization of Green Power Grid Supply Chain Based on Machine Learning Algorithm: A Study Based on the Whole-Process Data of Power Grid Materials," Sustainability, MDPI, vol. 17(3), pages 1-18, February.
    5. Zhou, Wenxiao & Song, Yi & Xu, Deyi & Zhang, Yijun, 2025. "Government subsidies and industrial chain resilience: Evidence from Chinese resource-based enterprises," Resources Policy, Elsevier, vol. 102(C).
    6. Huaxing Wang & Yanzhao Zeng & Jiali Zhang & Shuhui Yu & Zeyu Wang & Yue Deng, 2025. "Sustainable performance analysis and environmental protection optimization of green entrepreneurship-driven energy enterprises," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-13, December.
    7. Ziqian Zhao & Decai Tang & Jiannan Li, 2025. "Driving role of digital finance on economic resilience: threshold effects of industrial structure upgrading and social security," Economic Change and Restructuring, Springer, vol. 58(6), pages 1-43, December.
    8. Ruoxi Yu & Xingneng Xia & Tao Huang & Sheng Zhang & Wenguang Zhou, 2024. "Has the Establishment of High-Tech Zones Improved Urban Economic Resilience? Evidence from Prefecture-Level Cities in China," Land, MDPI, vol. 13(2), pages 1-24, February.
    9. Liangen Zeng & Meiyu Wen & Chengming Li & Yang Nie & Saige Wang, 2025. "Impact of digital greening synergistic transformation on urban economic resilience in China: Evidence from quasi-natural experiments," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-12, December.
    10. Lin, Boqiang & Song, Yijie, 2024. "Coal price shocks and economic growth: A province-level study of China," Energy Policy, Elsevier, vol. 193(C).
    11. Feihong Zheng & Rongxin Diao & Hongsheng Che, 2024. "Environmental Decentralization, Digital Financial Inclusion, and the Green Transformation of Industries in Resource-Based Cities in China," Sustainability, MDPI, vol. 16(17), pages 1-26, September.
    12. Fanbao Xie & Xin Guan & Xiaoyan Peng & Yanzhao Zeng & Zeyu Wang & Tianqiao Qin, 2024. "Application of Fuzzy Control and Neural Network Control in the Commercial Development of Sustainable Energy System," Sustainability, MDPI, vol. 16(9), pages 1-22, May.
    13. Lin, Boqiang & Wang, Zhijun, 2025. "Economic policy uncertainty, coal price, and industrial output: Evidence from China," Energy, Elsevier, vol. 332(C).
    14. Xiaoyan Peng & Xin Guan & Yanzhao Zeng & Jiali Zhang, 2024. "Artificial Intelligence-Driven Multi-Energy Optimization: Promoting Green Transition of Rural Energy Planning and Sustainable Energy Economy," Sustainability, MDPI, vol. 16(10), pages 1-20, May.
    15. Lu Zhang & Guodong Lin & Xiao Lyu & Wenjie Su, 2024. "Suppression or promotion: research on the impact of industrial structure upgrading on urban economic resilience," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
    16. Jingwen Lyu & Wei Xiao & Wei He, 2025. "Unveiling the impact of intelligent transformation on economic resilience toward sustainable solutions: a spatio–temporal heterogeneity perspective," Asia-Pacific Journal of Regional Science, Springer, vol. 9(2), pages 387-418, June.
    17. Lee, Chien-Chiang & Hussain, Jafar & Abass, Qasir, 2025. "An integrated analysis of AI-driven green financing, subsidies, and knowledge to enhance CO2 reduction efficiency," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 675-693.

    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. Elias Giannakis & Christos T. Papadas, 2021. "Spatial Connectivity and Regional Economic Resilience in Turbulent Times," Sustainability, MDPI, vol. 13(20), pages 1-12, October.
    2. Tazviona Richman Gambe & Hermanus Stephanus Geyer & Anele Horn, 2022. "Economic Resilience of City‐Regions in Southern Africa: An Exploratory Study of Zimbabwe," Regional Science Policy & Practice, Wiley Blackwell, vol. 14(2), pages 438-455, April.
    3. Ziqian Zhao & Decai Tang & Jiannan Li, 2025. "Driving role of digital finance on economic resilience: threshold effects of industrial structure upgrading and social security," Economic Change and Restructuring, Springer, vol. 58(6), pages 1-43, December.
    4. Yaping Zhang & Jianjun Zhang & Ke Wang & Xia Wu, 2021. "An Empirical Perception of Economic Resilience Responded to the COVID-19 Epidemic Outbreak in Beijing–Tianjin–Hebei Urban Agglomeration, China: Characterization and Interaction," IJERPH, MDPI, vol. 18(19), pages 1-17, October.
    5. Benczur, Peter & Joossens, Elisabeth & Manca, Anna Rita & Menyhert, Balint & Zec, Slavica, 2020. "How resilient are the European regions? Evidence from the societal response to the 2008 financial crisis," JRC Research Reports JRC121554, Joint Research Centre.
    6. Robert Calvert Jump & Adam Scavette, 2024. "Do Research Universities Recession Proof Their Regions? Evidence from State Flagship College Towns," Working Paper 24-05, Federal Reserve Bank of Richmond.
    7. Vinko Muštra & Blanka Šimundić & Zvonimir Kuliš, 2020. "Does innovation matter for regional labour resilience? The case of EU regions," Regional Science Policy & Practice, Wiley Blackwell, vol. 12(5), pages 955-970, October.
    8. Chuanlan Liu & Jeremy M. Bernardoni & Zhongjie Wang, 2023. "Examining Generation Z Consumer Online Fashion Resale Participation and Continuance Intention through the Lens of Consumer Perceived Value," Sustainability, MDPI, vol. 15(10), pages 1-18, May.
    9. Ran, Qiying & Yang, Xiaodong & Yan, Hongchuan & Xu, Yang & Cao, Jianhong, 2023. "Natural resource consumption and industrial green transformation: Does the digital economy matter?," Resources Policy, Elsevier, vol. 81(C).
    10. Ahmed Ashraf Zaidi & Rahul Chandra, 2025. "A Study on Indian Consumers’ Willingness to Participate in Circular Fashion Through Intercriteria Correlation (CRITIC) Approach of Multi-criteria Decision Making and Binomial Logistics Regression," Circular Economy and Sustainability, Springer, vol. 5(4), pages 3401-3429, August.
    11. Prisco, Anna & Ricciardi, Irene & Percuoco, Martina & Basile, Vincenzo, 2025. "Sustainability-driven fashion: Unpacking generation Z’s second-hand clothing purchase intentions," Journal of Retailing and Consumer Services, Elsevier, vol. 85(C).
    12. Maciej Jagódka & Małgorzata Snarska, 2021. "The State of Human Capital and Innovativeness of Polish Voivodships in 2004–2018," Sustainability, MDPI, vol. 13(22), pages 1-20, November.
    13. Diogo Ferraz & Fernanda P. S. Falguera & Enzo B. Mariano & Dominik Hartmann, 2021. "Linking Economic Complexity, Diversification, and Industrial Policy with Sustainable Development: A Structured Literature Review," Sustainability, MDPI, vol. 13(3), pages 1-29, January.
    14. Decai Tang & Ziqian Zhao & Jiannan Li & Valentina Boamah, 2024. "Research on coupling coordination degree of digital finance and economic resilience in the Yangtze River Economic Belt," 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. 120(15), pages 14279-14309, December.
    15. Odeh Al-Jayyousi & Hira Amin & Hiba Ali Al-Saudi & Amjaad Aljassas & Evren Tok, 2023. "Mission-Oriented Innovation Policy for Sustainable Development: A Systematic Literature Review," Sustainability, MDPI, vol. 15(17), pages 1-21, August.
    16. Zhao, Lili & Lin, Yutong & Liu, Zhenhao & Yang, Guozheng, 2026. "Examining climate risk attention in stock markets: insights from quantile-on-quantile regression," The North American Journal of Economics and Finance, Elsevier, vol. 81(C).
    17. Rik B Braams & Joeri H Wesseling & Albert J Meijer & Marko P Hekkert, 2022. "Understanding why civil servants are reluctant to carry out transition tasks [“Legitimation” and “development of positive Externalities”: Two Key Processes in the Formation Phase of Technological Innovation Systems]," Science and Public Policy, Oxford University Press, vol. 49(6), pages 905-914.
    18. Pereira Cabral, Bernardo & Lage de Sousa, Filipe & Canêdo-Pinheiro, Mauricio, 2020. "Assessing the impacts of innovation barriers: a qualitative analysis of Brazil's natural resources industry," Resources Policy, Elsevier, vol. 68(C).
    19. Švarc, Jadranka & Dabić, Marina, 2021. "Transformative innovation policy or how to escape peripheral policy paradox in European research peripheral countries," Technology in Society, Elsevier, vol. 67(C).
    20. Mikhail Rogov & Céline Rozenblat, 2018. "Urban Resilience Discourse Analysis: Towards a Multi-Level Approach to Cities," Sustainability, MDPI, vol. 10(12), pages 1-21, November.

    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:eee:jrpoli:v:82:y:2023:i:c:s0301420723002301. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/30467 .

    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.