IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v20y2023i3p2381-d1050259.html
   My bibliography  Save this article

Research on a Coordination Evaluation and Prediction Model of Water Use and Industrial Ecosystem Development

Author

Listed:
  • Jing Wang

    (School of Economics and Management, Yanshan University, Qinhuangdao 066004, China
    Regional Economic Development Research Center, Yanshan University, Qinhuangdao 066004, China)

  • Liang Zhang

    (School of Economics and Management, Yanshan University, Qinhuangdao 066004, China)

  • Huiping Zhang

    (School of Economics and Management, Yanshan University, Qinhuangdao 066004, China)

  • Ying Zhang

    (LiRen College, Yanshan University, Qinhuangdao 066004, China)

Abstract

Coordinating the relationship between water use and industrial ecosystem development is the key to ensuring high-quality and sustainable development of the industrial economy. In this paper, a model was proposed for evaluating and predicting the coordination between water use and industrial ecosystem development. First, aiming at the coordination of water use and industrial ecosystem development, this paper determined 15 indicators from the aspects of water demand and supply, water conservation and environmental protection, industrial sustainable development, input and output, and industrial development status. The combination weighting method based on game theory was used to determine the weight of the evaluation index. Then, the coordination evaluation model called the back propagation neural network (BP)–coupling coordination degree model (CCDM) and the coordination prediction model called gray models (GM)–BP–CCDM were established. Finally, the model was applied to the coordination evaluation and prediction of water use and industrial ecosystem development in the Hebei Province, China. The results show that the coordination degree of cities in the Hebei Province is moderate. Therefore, based on the research results, some scientific and reasonable suggestions for water resources utilization and industrial ecosystem development were put forward.

Suggested Citation

  • Jing Wang & Liang Zhang & Huiping Zhang & Ying Zhang, 2023. "Research on a Coordination Evaluation and Prediction Model of Water Use and Industrial Ecosystem Development," IJERPH, MDPI, vol. 20(3), pages 1-15, January.
  • Handle: RePEc:gam:jijerp:v:20:y:2023:i:3:p:2381-:d:1050259
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/20/3/2381/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/20/3/2381/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Mohammad Kazem Ghorbani & Hossein Hamidifar & Charalampos Skoulikaris & Michael Nones, 2022. "Concept-Based Integration of Project Management and Strategic Management of Rubber Dam Projects Using the SWOT–AHP Method," Sustainability, MDPI, vol. 14(5), pages 1-20, February.
    2. Józef Ober & Janusz Karwot & Serhii Rusakov, 2022. "Tap Water Quality and Habits of Its Use: A Comparative Analysis in Poland and Ukraine," Energies, MDPI, vol. 15(3), pages 1-29, January.
    3. Parida, Vinit & Burström, Thommie & Visnjic, Ivanka & Wincent, Joakim, 2019. "Orchestrating industrial ecosystem in circular economy: A two-stage transformation model for large manufacturing companies," Journal of Business Research, Elsevier, vol. 101(C), pages 715-725.
    4. Tsujimoto, Masaharu & Kajikawa, Yuya & Tomita, Junichi & Matsumoto, Yoichi, 2018. "A review of the ecosystem concept — Towards coherent ecosystem design," Technological Forecasting and Social Change, Elsevier, vol. 136(C), pages 49-58.
    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. Malte Jütting, 2020. "Exploring Mission-Oriented Innovation Ecosystems for Sustainability: Towards a Literature-Based Typology," Sustainability, MDPI, vol. 12(16), pages 1-28, August.
    2. Oghazi, Pejvak & Parida, Vinit & Wincent, Joakim & Mostaghel, Rana, 2022. "Ecosystems transformation through disruptive innovation: A definition, framework and outline for future research," Journal of Business Research, Elsevier, vol. 147(C), pages 16-26.
    3. Jie Ren & Jar-Der Luo & Ke Rong, 2020. "How Do Venture Capitals Build Up Syndication Ecosystems for Sustainable Development?," Sustainability, MDPI, vol. 12(11), pages 1-14, May.
    4. Matzner, Martin & Pauli, Tobias & Marx, Emanuel & Anke, Jürgen & Poeppelbuss, Jens & Fielt, Erwin & Gregor, Shirley & Sun, Ruonan & Hydle, Katja Maria & Aas, Tor Helge & Aanestad, Margunn & Gordijn, J, 2021. "Transitioning to Platform-based Services and Business Models in a B2B Environment," SMR - Journal of Service Management Research, Nomos Verlagsgesellschaft mbH & Co. KG, vol. 5(3), pages 143-162.
    5. Bressanelli, Gianmarco & Visintin, Filippo & Saccani, Nicola, 2022. "Circular Economy and the evolution of industrial districts: a supply chain perspective," International Journal of Production Economics, Elsevier, vol. 243(C).
    6. Carmelina Bevilacqua & Pasquale Pizzimenti & Yapeng Ou, 2023. "Cities in Transition and Urban Innovation Ecosystems: Place and Innovation Dynamics in the Case of Boston and Cambridge (USA)," Sustainability, MDPI, vol. 15(18), pages 1-30, September.
    7. Howard, Mickey & Böhm, Steffen & Eatherley, Dan, 2022. "Systems resilience and SME multilevel challenges: A place-based conceptualization of the circular economy," Journal of Business Research, Elsevier, vol. 145(C), pages 757-768.
    8. Antonella Zucchella & Pietro Previtali & Roger Strange, 2022. "Proactive and reactive views in the transition towards circular business models. A grounded study in the plastic packaging industry," International Entrepreneurship and Management Journal, Springer, vol. 18(3), pages 1073-1102, September.
    9. Abdur Rashid & Muhammad Ayub & Zahid Ullah & Asmat Ali & Seema Anjum Khattak & Liaqat Ali & Xubo Gao & Chengcheng Li & Sardar Khan & Hamed A. El-Serehy & Prashant Kaushik, 2022. "Geochemical Modeling Source Provenance, Public Health Exposure, and Evaluating Potentially Harmful Elements in Groundwater: Statistical and Human Health Risk Assessment (HHRA)," IJERPH, MDPI, vol. 19(11), pages 1-28, May.
    10. Marcos Ferasso & Tatiana Beliaeva & Sascha Kraus & Thomas Clauss & Domingo Ribeiro‐Soriano, 2020. "Circular economy business models: The state of research and avenues ahead," Business Strategy and the Environment, Wiley Blackwell, vol. 29(8), pages 3006-3024, December.
    11. Marta Negri & Alessandra Neri & Enrico Cagno & Gabriele Monfardini, 2021. "Circular Economy Performance Measurement in Manufacturing Firms: A Systematic Literature Review with Insights for Small and Medium Enterprises and New Adopters," Sustainability, MDPI, vol. 13(16), pages 1-27, August.
    12. Sophia Barquete & Ana Hiromi Shimozono & Adriana Hofmann Trevisan & Camila Gonçalves Castro & Leonardo Augusto de Vasconcelos Gomes & Janaina Mascarenhas, 2022. "Exploring the Dynamic of a Circular Ecosystem: A Case Study about Drivers and Barriers," Sustainability, MDPI, vol. 14(13), pages 1-22, June.
    13. Russell, Martha G. & Smorodinskaya, Nataliya V., 2018. "Leveraging complexity for ecosystemic innovation," Technological Forecasting and Social Change, Elsevier, vol. 136(C), pages 114-131.
    14. Shin, Nina & Park, Sangwook, 2021. "Supply chain leadership driven strategic resilience capabilities management: A leader-member exchange perspective," Journal of Business Research, Elsevier, vol. 122(C), pages 1-13.
    15. Elias G. Carayannis & Luca Dezi & Gianluca Gregori & Ernesto Calo, 2022. "Smart Environments and Techno-centric and Human-Centric Innovations for Industry and Society 5.0: A Quintuple Helix Innovation System View Towards Smart, Sustainable, and Inclusive Solutions," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(2), pages 926-955, June.
    16. Gomes, Leonardo Augusto de Vasconcelos & Flechas, Ximena Alejandra & Facin, Ana Lucia Figueiredo & Borini, Felipe Mendes, 2021. "Ecosystem management: Past achievements and future promises," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    17. Thayla Zomer & Tim McAloone & Daniela Pigosso, 2024. "Categorization of manufacturing companies’ readiness profiles for the transition to the circular economy: A multidimensional cluster analysis," Journal of Industrial Ecology, Yale University, vol. 28(2), pages 277-288, April.
    18. Burström, Thommie & Parida, Vinit & Lahti, Tom & Wincent, Joakim, 2021. "AI-enabled business-model innovation and transformation in industrial ecosystems: A framework, model and outline for further research," Journal of Business Research, Elsevier, vol. 127(C), pages 85-95.
    19. Lütjen, Heiner & Schultz, Carsten & Tietze, Frank & Urmetzer, Florian, 2019. "Managing ecosystems for service innovation: A dynamic capability view," Journal of Business Research, Elsevier, vol. 104(C), pages 506-519.
    20. Xuesong Xu & Yun Su & Hongyan Shao & Songqiang Huang & Gengchen Liu, 2023. "Evaluation of symbiotic of waste resources ecosystem: a case study of Hunan Miluo Recycling Economy Industrial Park in China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(2), pages 1131-1150, February.

    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:20:y:2023:i:3:p:2381-:d:1050259. 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.