IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v16y2024i21p9171-d1504265.html
   My bibliography  Save this article

A Comprehensive Evaluation Model for Sustainable Supply Chain Capabilities in the Energy Sector

Author

Listed:
  • Mehdi Safaei

    (Faculty of Economics, Administrative and Social Sciences, Logistics Management Department, Istanbul Gelisim University, Istanbul 34310, Turkey
    These authors contributed equally to this work.)

  • Khalid Yahya

    (Department of Electrical and Electronics Engineering, Faculty of Engineering and Architecture, Istanbul Gelisim University, Istanbul 34310, Turkey
    Department of Electrical Engineering, Faculty of Engineering, Sabratha University, Sabratha 00218, Libya
    These authors contributed equally to this work.)

  • Saleh Al Dawsari

    (School of Engineering, Cardiff University, Cardiff CF24 3AA, UK
    Electrical Engineering Department, College of Engineering, Najran University, Najran P.O. Box 1988, Saudi Arabia)

Abstract

This study introduces a comprehensive model to evaluate multiple capabilities within the sustainable supply chain evaluation framework. The primary aim is to determine the significance of various capabilities in the context of sustainable supply chains. The research involved a sample of sixteen companies operating in Iran’s energy sector. The findings indicate that the majority of these companies are at level two in terms of capability. Therefore, it is recommended that these companies employ this model to assess their capability levels and identify any existing gaps. Methodologically, a checklist tool was used to refine the criteria using the fuzzy Delphi method. Subsequently, an appropriate model was chosen and developed by reviewing existing evaluation models. The criteria were compared and finalized using the Analytic Hierarchy Process. Finally, the criteria were further refined and validated through a fuzzy expert system, incorporating Adaptive Neuro-Fuzzy Inference System and Fuzzy Inference System. The developed model was then simulated and validated using MATLAB Simulink software (R2017b).

Suggested Citation

  • Mehdi Safaei & Khalid Yahya & Saleh Al Dawsari, 2024. "A Comprehensive Evaluation Model for Sustainable Supply Chain Capabilities in the Energy Sector," Sustainability, MDPI, vol. 16(21), pages 1-25, October.
    • Handle: RePEc:gam:jsusta:v:16:y:2024:i:21:p:9171-:d:1504265
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/16/21/9171/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/16/21/9171/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Mohammad Alghababsheh & David Gallear, 2021. "Socially Sustainable Supply Chain Management and Suppliers’ Social Performance: The Role of Social Capital," Journal of Business Ethics, Springer, vol. 173(4), pages 855-875, November.
    2. repec:ocp:dbbook:9-781138-674226 is not listed on IDEAS
    3. Subramanian, Nachiappan & Gunasekaran, Angappa, 2015. "Cleaner supply-chain management practices for twenty-first-century organizational competitiveness: Practice-performance framework and research propositions," International Journal of Production Economics, Elsevier, vol. 164(C), pages 216-233.
    4. Yousefi, Samuel & Mohamadpour Tosarkani, Babak, 2022. "An analytical approach for evaluating the impact of blockchain technology on sustainable supply chain performance," International Journal of Production Economics, Elsevier, vol. 246(C).
    5. Soheyl Khalilpourazari & Hossein Hashemi Doulabi, 2023. "A flexible robust model for blood supply chain network design problem," Annals of Operations Research, Springer, vol. 328(1), pages 701-726, September.
    6. Schuetze, Benjamin & Hussein, Hussam, 2023. "The geopolitical economy of an undermined energy transition: The case of Jordan," Energy Policy, Elsevier, vol. 180(C).
    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. Moghaddas, Zohreh & Tosarkani, Babak Mohamadpour & Yousefi, Samuel, 2022. "Resource reallocation for improving sustainable supply chain performance: An inverse data envelopment analysis," International Journal of Production Economics, Elsevier, vol. 252(C).
    2. Yingying Zhang Zhang & Chun Yee Wong & Alessandro Comai, 2024. "Child Labor in Social Media: Exploring a Decade of YouTube Data," Working Papers EMS_2024_04, Research Institute, International University of Japan.
    3. Rund Awwad & Scott Dwyer & Andrea Trianni, 2025. "Unpacking Market Barriers to Energy Efficiency in Emerging Economies: Policy Insights and a Business Model Perspective from Jordan," Energies, MDPI, vol. 18(11), pages 1-26, June.
    4. Md Maruf Hossan Chowdhury & Mohammad Tarikul Islam & Imran Ali & Mohammed Quaddus, 2024. "The role of social capital, resilience, and network complexity in attaining supply chain sustainability," Business Strategy and the Environment, Wiley Blackwell, vol. 33(3), pages 2621-2639, March.
    5. Wesly Jean & Marcel Bursztyn & Nelson Bernal & Antonio C. P. Brasil Junior & Gabriela Litre & Daniela Nogueira, 2024. "Linking Energy Transition to Income Generation for Vulnerable Populations in Brazil: A Win-Win Strategy," Sustainability, MDPI, vol. 16(17), pages 1-18, August.
    6. Katerina Fotova Čiković & Ivana Martinčević & Joško Lozić, 2022. "Application of Data Envelopment Analysis (DEA) in the Selection of Sustainable Suppliers: A Review and Bibliometric Analysis," Sustainability, MDPI, vol. 14(11), pages 1-30, May.
    7. Aditi S. Saha & Rakesh D. Raut & Vinay Surendra Yadav & Abhijit Majumdar, 2022. "Blockchain Changing the Outlook of the Sustainable Food Supply Chain to Achieve Net Zero?," Sustainability, MDPI, vol. 14(24), pages 1-21, December.
    8. Quanpeng Chen & Xiaogang Chen, 2023. "Blockchain-Enabled Supply Chain Internal and External Finance Model," Sustainability, MDPI, vol. 15(15), pages 1-33, July.
    9. Ying Teng & Kuo-Chung Shang & Hui-Chih Wang & Szu-Yu Kuo & Chin-Shan Lu, 2025. "The implementation of blockchain adoption in China’s manufacturing industry: the technology organization environment (TOE) method," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-11, December.
    10. Cong Wang & Zongbao Zou & Shidao Geng, 2021. "Green Technology Investment in a Decentralized Supply Chain under Demand Uncertainty," Sustainability, MDPI, vol. 13(7), pages 1-25, March.
    11. Vinícius P. Rodrigues & Daniela C. A. Pigosso & Jakob W. Andersen & Tim C. McAloone, 2018. "Evaluating the Potential Business Benefits of Ecodesign Implementation: A Logic Model Approach," Sustainability, MDPI, vol. 10(6), pages 1-26, June.
    12. Brahim Bergougui & Said Meziane, 2025. "Assessing the Impact of Green Energy Transition, Technological Innovation, and Natural Resources on Load Capacity Factor in Algeria: Evidence from Dynamic Autoregressive Distributed Lag Simulations an," Sustainability, MDPI, vol. 17(5), pages 1-22, February.
    13. Syed Abdul Rehman Khan & Adnan Ahmed Sheikh & Nadir Munir Hassan & Zhang Yu, 2024. "Modeling the Intricate Association between Sustainable Service Quality and Supply Chain Performance: Moderating Role of Blockchain Technology and Environmental Uncertainty," Sustainability, MDPI, vol. 16(11), pages 1-23, June.
    14. Ziao Zhou & Yuan Li & Yongli Zhang, 2023. "Carbon Offsetting-Driven Multi-Actor Low-Carbon Collaborative Evolutionary Game Analysis," Sustainability, MDPI, vol. 15(12), pages 1-20, June.
    15. Patanjal Kumar & Sachin Kumar Mangla & Yigit Kazancoglu & Ali Emrouznejad, 2023. "A decision framework for incorporating the coordination and behavioural issues in sustainable supply chains in digital economy," Annals of Operations Research, Springer, vol. 326(2), pages 721-749, July.
    16. Weihua Liu & Wanying Wei & Xiaoyu Yan & Di Wang, 2019. "Supply Contract Design with Asymmetric Corporate Social Responsibility Cost Information in Service Supply Chain," Sustainability, MDPI, vol. 11(5), pages 1-24, March.
    17. Qiang Wang & Xinhua Wang & Rongrong Li, 2024. "Geopolitical risks and energy transition: the impact of environmental regulation and green innovation," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-22, December.
    18. Zoubida Benmamoun & Widad Fethallah & Mustapha Ahlaqqach & Ikhlef Jebbor & Mouad Benmamoun & Mariam Elkhechafi, 2023. "Butterfly Algorithm for Sustainable Lot Size Optimization," Sustainability, MDPI, vol. 15(15), pages 1-21, July.
    19. Taimin Li & Afzal Izzaz Zahari & Soliha Sanusi, 2023. "The Sustainability of Technological Innovation in China: From the Perspective of Network Relationships," Sustainability, MDPI, vol. 15(5), pages 1-26, February.
    20. Maryam Lotfi & Helen Walker & Juan Rendon-Sanchez, 2021. "Supply Chains’ Failure in Workers’ Rights with Regards to the SDG Compass: A Doughnut Theory Perspective," Sustainability, MDPI, vol. 13(22), pages 1-15, 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:gam:jsusta:v:16:y:2024:i:21:p:9171-:d:1504265. 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.