IDEAS home Printed from https://ideas.repec.org/a/gam/jresou/v14y2025i4p66-d1635887.html
   My bibliography  Save this article

Modelling and Visualization Tools for Resource Decoupling at Meso- and Micro-Levels: Case Study in Poland

Author

Listed:
  • Ewa Kopeć

    (Institute of Political and Administrative Sciences, Ignatianum University in Cracow, 26 Kopernika St., 31-501 Krakow, Poland)

  • Joanna Kulczycka

    (Faculty of Management, AGH University of Krakow, 10 Gramatyka St., 30-067 Krakow, Poland)

Abstract

The monitoring and transition toward a circular economy, along with resource and economic decoupling, can be supported by an assessment and visualization system for material use. While resource productivity indicators and macro-level decoupling are well established, significant challenges remain at the meso-level. In particular, identifying and comparing industry branches is hindered by data access constraints and visualization limitations. To identify and visualize resource decoupling across different industrial divisions, data were collected for Poland from the Central Statistical Office. A combination of three statistical methods offers a multidimensional perspective on this research challenge. The Osanna Triangle illustrates the proportions of resources used across different manufacturing divisions, while Ward’s method identifies similarities between industrial divisions. Meanwhile, correlation analysis determines the strength and direction of relationships between resource utilization and production value. This study aims to analyze resource consumption patterns across various industrial processing divisions and visualize these connections. The results can support the formulation of effective industrial policies, including targeted support for low-emission technologies in specific industrial divisions. This approach aims to optimize resource utilization, promote sustainable development, and achieve resource decoupling.

Suggested Citation

  • Ewa Kopeć & Joanna Kulczycka, 2025. "Modelling and Visualization Tools for Resource Decoupling at Meso- and Micro-Levels: Case Study in Poland," Resources, MDPI, vol. 14(4), pages 1-20, April.
    • Handle: RePEc:gam:jresou:v:14:y:2025:i:4:p:66-:d:1635887
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2079-9276/14/4/66/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2079-9276/14/4/66/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Zygmunt Kowalski & Joanna Kulczycka & Agnieszka Makara & Giovanni Mondello & Roberta Salomone, 2023. "Industrial Symbiosis for Sustainable Management of Meat Waste: The Case of Śmiłowo Eco-Industrial Park, Poland," IJERPH, MDPI, vol. 20(6), pages 1-22, March.
    2. Donato Masi & Steven Day & Janet Godsell, 2017. "Supply Chain Configurations in the Circular Economy: A Systematic Literature Review," Sustainability, MDPI, vol. 9(9), pages 1-22, September.
    3. Christina Vogiantzi & Konstantinos Tserpes, 2023. "On the Definition, Assessment, and Enhancement of Circular Economy across Various Industrial Sectors: A Literature Review and Recent Findings," Sustainability, MDPI, vol. 15(23), pages 1-29, December.
    4. Hondroyiannis, G. & Sardianou, E. & Nikou, V. & Evangelinos, K. & Nikolaou, I., 2024. "Circular economy and macroeconomic performance: Evidence across 28 European countries," Ecological Economics, Elsevier, vol. 215(C).
    5. Le Jing & Bin Zhou & Zhenliang Liao, 2024. "Decoupling Analysis of Economic Growth and Carbon Emissions in Xinjiang Based on Tapio and Logarithmic Mean Divisia Index Models," Sustainability, MDPI, vol. 16(18), pages 1-17, September.
    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. Giuseppe Bonifazi & Idiano D’Adamo & Roberta Palmieri & Silvia Serranti, 2025. "Recycling-Oriented Characterization of Space Waste Through Clean Hyperspectral Imaging Technology in a Circular Economy Context," Clean Technol., MDPI, vol. 7(1), pages 1-14, March.
    2. Yasanur Kayikci & Yigit Kazancoglu & Nazlican Gozacan‐Chase & Cisem Lafci, 2022. "Analyzing the drivers of smart sustainable circular supply chain for sustainable development goals through stakeholder theory," Business Strategy and the Environment, Wiley Blackwell, vol. 31(7), pages 3335-3353, November.
    3. Elena Aurelia Botezat & Anca Otilia Dodescu & Sebastian Văduva & Silvia Liana Fotea, 2018. "An Exploration of Circular Economy Practices and Performance Among Romanian Producers," Sustainability, MDPI, vol. 10(9), pages 1-17, September.
    4. Terje Andersen & Bjørn Jæger & Alok Mishra, 2020. "Circularity in Waste Electrical and Electronic Equipment (WEEE) Directive. Comparison of a Manufacturer’s Danish and Norwegian Operations," Sustainability, MDPI, vol. 12(13), pages 1-15, June.
    5. Maria Antoniadou, 2024. "Integrating Lean Management and Circular Economy for Sustainable Dentistry," Sustainability, MDPI, vol. 16(22), pages 1-25, November.
    6. Marie Briguglio & Leandro J. Llorente-González & Christopher Meilak & Ángeles Pereira & Jonathan Spiteri & Xavier Vence, 2021. "Born or Grown: Enablers and Barriers to Circular Business in Europe," Sustainability, MDPI, vol. 13(24), pages 1-20, December.
    7. Bhavesh Kumar & Love Kumar & Avinash Kumar & Ramna Kumari & Uroosa Tagar & Claudio Sassanelli, 2024. "Green finance in circular economy: a literature review," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(7), pages 16419-16459, July.
    8. Marta Mańkowska & Izabela Kotowska & Michał Pluciński, 2020. "Seaports as Nodal Points of Circular Supply Chains: Opportunities and Challenges for Secondary Ports," Sustainability, MDPI, vol. 12(9), pages 1-21, May.
    9. Julian Kirchherr & Andrea Urbinati & Kris Hartley, 2023. "Circular economy: A new research field?," Journal of Industrial Ecology, Yale University, vol. 27(5), pages 1239-1251, October.
    10. Nitsche, Anna-Maria & Kusturica, Wibke & Neumann, Denis & Schumann, Christian-Andreas & Laroque, Christoph, 2021. "Supply chain management in the course of time - A systematisation of past, present and future objectives," Chapters from the Proceedings of the Hamburg International Conference of Logistics (HICL), in: Jahn, Carlos & Kersten, Wolfgang & Ringle, Christian M. (ed.), Adapting to the Future: Maritime and City Logistics in the Context of Digitalization and Sustainability. Proceedings of the Hamburg International Conf, volume 32, pages 519-544, Hamburg University of Technology (TUHH), Institute of Business Logistics and General Management.
    11. Zerbino, Pierluigi & Stefanini, Alessandro & Aloini, Davide & Dulmin, Riccardo & Mininno, Valeria, 2021. "Curling linearity into circularity: The benefits of formal scavenging in closed-loop settings," International Journal of Production Economics, Elsevier, vol. 240(C).
    12. Thomas Tsalis & Alexandros I. Stefanakis & Ioannis Nikolaou, 2022. "A Framework to Evaluate the Social Life Cycle Impact of Products under the Circular Economy Thinking," Sustainability, MDPI, vol. 14(4), pages 1-24, February.
    13. Aikaterini Anagnostopoulou & Dimitris Sotiropoulos & Konstantinos Tserpes, 2025. "A Robust Sustainability Assessment Methodology for Aircraft Parts: Application to a Fuselage Panel," Sustainability, MDPI, vol. 17(8), pages 1-33, April.
    14. Rocío González-Sánchez & Davide Settembre-Blundo & Anna Maria Ferrari & Fernando E. García-Muiña, 2020. "Main Dimensions in the Building of the Circular Supply Chain: A Literature Review," Sustainability, MDPI, vol. 12(6), pages 1-25, March.
    15. Vania Vigolo & Rezarta Sallaku & Federico Testa, 2018. "Drivers and Barriers to Clean Cooking: A Systematic Literature Review from a Consumer Behavior Perspective," Sustainability, MDPI, vol. 10(11), pages 1-21, November.
    16. Luis Miguel Fonseca & José Pedro Domingues & Maria Teresa Pereira & Florinda Figueiredo Martins & Dominik Zimon, 2018. "Assessment of Circular Economy within Portuguese Organizations," Sustainability, MDPI, vol. 10(7), pages 1-24, July.
    17. Alfonso Aranda-Usón & Pilar Portillo-Tarragona & Luz María Marín-Vinuesa & Sabina Scarpellini, 2019. "Financial Resources for the Circular Economy: A Perspective from Businesses," Sustainability, MDPI, vol. 11(3), pages 1-23, February.
    18. Carina Pasqualotto & Daniela Callegaro-De-Menezes & Cornelius Stephanus Lodewyk Schutte, 2023. "An Overview and Categorization of the Drivers and Barriers to the Adoption of the Circular Economy: A Systematic Literature Review," Sustainability, MDPI, vol. 15(13), pages 1-24, July.
    19. Dumitru Alexandru Bodislav & Rareș Mihai Nițu & Grigore Ioan Piroșcă & Raluca Iuliana Georgescu, 2025. "The Opportunity Cost Between the Circular Economy and Economic Growth: Clustering the Approaches of European Union Member States," Sustainability, MDPI, vol. 17(6), pages 1-28, March.
    20. Luoma, Päivi & Penttinen, Esko & Tapio, Petri & Toppinen, Anne, 2022. "Future images of data in circular economy for textiles," Technological Forecasting and Social Change, Elsevier, vol. 182(C).

    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:jresou:v:14:y:2025:i:4:p:66-:d:1635887. 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.