IDEAS home Printed from https://ideas.repec.org/a/spr/endesu/v24y2022i4d10.1007_s10668-021-01671-y.html
   My bibliography  Save this article

Circular supplier selection using interval-valued intuitionistic fuzzy sets

Author

Listed:
  • Selçuk Perçin

    (Karadeniz Technical University)

Abstract

In attempts to foster sustainability, where the effective use of natural resources and renewable energy is important, the problem of circular supplier selection (CSS) has become a central issue. To address this problem, for the first time, we propose a group decision model based on an integrated Analytic hierarchy process (AHP) and Complex proportional assessment (COPRAS) methodology in an Interval-valued intuitionistic fuzzy-sets (IVIFS) environment for dealing with uncertainty that shapes decision makers’ judgements in solving the CSS problem. Based on experts’ opinions and a review of relevant literature in the field, three main categories of criteria are developed: economic, social, and circular. The main contributions of the study are, first, to develop specific CSS criteria, and second, to propose a novel integrated method for the CSS process using IVIFS with AHP and COPRAS. After using the AHP method to calculate the weights of individual criteria, we employ the COPRAS method, in an IVIFS environment, to rank potential circular suppliers, testing the validity of the proposed method via a case study involving a multinational cement company from Turkey. We also conduct a one at-a-time sensitivity analysis to demonstrate the effect of criteria weights on the results of the proposed approach, and compare the results of the approach with those obtained using other multi-criteria decision-making methods.

Suggested Citation

  • Selçuk Perçin, 2022. "Circular supplier selection using interval-valued intuitionistic fuzzy sets," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(4), pages 5551-5581, April.
  • Handle: RePEc:spr:endesu:v:24:y:2022:i:4:d:10.1007_s10668-021-01671-y
    DOI: 10.1007/s10668-021-01671-y
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10668-021-01671-y
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10668-021-01671-y?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Kannan, Devika, 2018. "Role of multiple stakeholders and the critical success factor theory for the sustainable supplier selection process," International Journal of Production Economics, Elsevier, vol. 195(C), pages 391-418.
    2. Mohammed, Ahmed & Harris, Irina & Govindan, Kannan, 2019. "A hybrid MCDM-FMOO approach for sustainable supplier selection and order allocation," International Journal of Production Economics, Elsevier, vol. 217(C), pages 171-184.
    3. Shen, Lixin & Olfat, Laya & Govindan, Kannan & Khodaverdi, Roohollah & Diabat, Ali, 2013. "A fuzzy multi criteria approach for evaluating green supplier's performance in green supply chain with linguistic preferences," Resources, Conservation & Recycling, Elsevier, vol. 74(C), pages 170-179.
    4. Ghadimi, Pezhman & Ghassemi Toosi, Farshad & Heavey, Cathal, 2018. "A multi-agent systems approach for sustainable supplier selection and order allocation in a partnership supply chain," European Journal of Operational Research, Elsevier, vol. 269(1), pages 286-301.
    5. Sepehr Hendiani & Ebrahim Sharifi & Morteza Bagherpour & Seyed Farid Ghannadpour, 2020. "A multi-criteria sustainability assessment approach for energy systems using sustainability triple bottom line attributes and linguistic preferences," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(8), pages 7771-7805, December.
    6. Abid Haleem & Shahbaz Khan & Sunil Luthra & Harshit Varshney & Musaib Alam & Mohd Imran Khan, 2021. "Supplier evaluation in the context of circular economy: A forward step for resilient business and environment concern," Business Strategy and the Environment, Wiley Blackwell, vol. 30(4), pages 2119-2146, May.
    7. Abdullah Yıldızbaşı & Cihat Öztürk & Deniz Efendioğlu & Serol Bulkan, 2021. "Assessing the social sustainable supply chain indicators using an integrated fuzzy multi-criteria decision-making methods: a case study of Turkey," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(3), pages 4285-4320, March.
    8. Birte Freudenreich & Florian Lüdeke-Freund & Stefan Schaltegger, 2020. "A Stakeholder Theory Perspective on Business Models: Value Creation for Sustainability," Journal of Business Ethics, Springer, vol. 166(1), pages 3-18, September.
    9. Pishchulov, Grigory & Trautrims, Alexander & Chesney, Thomas & Gold, Stefan & Schwab, Leila, 2019. "The Voting Analytic Hierarchy Process revisited: A revised method with application to sustainable supplier selection," International Journal of Production Economics, Elsevier, vol. 211(C), pages 166-179.
    10. Reza Kiani Mavi, 2015. "Green supplier selection: a fuzzy AHP and fuzzy ARAS approach," International Journal of Services and Operations Management, Inderscience Enterprises Ltd, vol. 22(2), pages 165-188.
    11. Song, Wenyan & Xu, Zhitao & Liu, Hu-Chen, 2017. "Developing sustainable supplier selection criteria for solar air-conditioner manufacturer: An integrated approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 79(C), pages 1461-1471.
    12. Azimifard, Arezoo & Moosavirad, Seyed Hamed & Ariafar, Shahram, 2018. "Selecting sustainable supplier countries for Iran's steel industry at three levels by using AHP and TOPSIS methods," Resources Policy, Elsevier, vol. 57(C), pages 30-44.
    13. Awasthi, Anjali & Govindan, Kannan & Gold, Stefan, 2018. "Multi-tier sustainable global supplier selection using a fuzzy AHP-VIKOR based approach," International Journal of Production Economics, Elsevier, vol. 195(C), pages 106-117.
    14. Ipek Kazancoglu & Yigit Kazancoglu & Emel Yarimoglu & Aysun Kahraman, 2020. "A conceptual framework for barriers of circular supply chains for sustainability in the textile industry," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(5), pages 1477-1492, September.
    15. Kannan, Devika & Jabbour, Ana Beatriz Lopes de Sousa & Jabbour, Charbel José Chiappetta, 2014. "Selecting green suppliers based on GSCM practices: Using fuzzy TOPSIS applied to a Brazilian electronics company," European Journal of Operational Research, Elsevier, vol. 233(2), pages 432-447.
    16. Konrad Zimmer & Magnus Fröhling & Frank Schultmann, 2016. "Sustainable supplier management -- a review of models supporting sustainable supplier selection, monitoring and development," International Journal of Production Research, Taylor & Francis Journals, vol. 54(5), pages 1412-1442, March.
    17. Genovese, Andrea & Acquaye, Adolf A. & Figueroa, Alejandro & Koh, S.C. Lenny, 2017. "Sustainable supply chain management and the transition towards a circular economy: Evidence and some applications," Omega, Elsevier, vol. 66(PB), pages 344-357.
    18. Chunguang Bai & Simonov Kusi-Sarpong & Hadi Badri Ahmadi & Joseph Sarkis, 2019. "Social sustainable supplier evaluation and selection: a group decision-support approach," International Journal of Production Research, Taylor & Francis Journals, vol. 57(22), pages 7046-7067, November.
    19. Hashemi, Seyed Hamid & Karimi, Amir & Tavana, Madjid, 2015. "An integrated green supplier selection approach with analytic network process and improved Grey relational analysis," International Journal of Production Economics, Elsevier, vol. 159(C), pages 178-191.
    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. Xiongyong Zhou & Zhiduan Xu, 2018. "An Integrated Sustainable Supplier Selection Approach Based on Hybrid Information Aggregation," Sustainability, MDPI, vol. 10(7), pages 1-49, July.
    2. Amin Mahmoudi & Xiaopeng Deng & Saad Ahmed Javed & Na Zhang, 2021. "Sustainable Supplier Selection in Megaprojects: Grey Ordinal Priority Approach," Business Strategy and the Environment, Wiley Blackwell, vol. 30(1), pages 318-339, January.
    3. Ananna Paul & Nagesh Shukla & Sanjoy Kumar Paul & Andrea Trianni, 2021. "Sustainable Supply Chain Management and Multi-Criteria Decision-Making Methods: A Systematic Review," Sustainability, MDPI, vol. 13(13), pages 1-28, June.
    4. Mishra, Arunodaya Raj & Mardani, Abbas & Rani, Pratibha & Kamyab, Hesam & Alrasheedi, Melfi, 2021. "A new intuitionistic fuzzy combinative distance-based assessment framework to assess low-carbon sustainable suppliers in the maritime sector," Energy, Elsevier, vol. 237(C).
    5. María-José Verdecho & Faustino Alarcón-Valero & David Pérez-Perales & Juan-José Alfaro-Saiz & Raúl Rodríguez-Rodríguez, 2021. "A methodology to select suppliers to increase sustainability within supply chains," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 29(4), pages 1231-1251, December.
    6. Kannan Govindan & Aditi & Arshia Kaul & Jyoti Dhingra Darbari & P. C. Jha, 2023. "Analysis of supplier evaluation and selection strategies for sustainable collaboration: A combined approach of best–worst method and TOmada de Decisao Interativa Multicriterio," Business Strategy and the Environment, Wiley Blackwell, vol. 32(7), pages 4426-4447, November.
    7. Ngoc Bao Tu Nguyen & Gu-Hong Lin & Thanh-Tuan Dang, 2021. "A Two Phase Integrated Fuzzy Decision-Making Framework for Green Supplier Selection in the Coffee Bean Supply Chain," Mathematics, MDPI, vol. 9(16), pages 1-22, August.
    8. Mohammed, Ahmed & Lopes de Sousa Jabbour, Ana Beatriz & Koh, Lenny & Hubbard, Nicolas & Chiappetta Jabbour, Charbel Jose & Al Ahmed, Teejan, 2022. "The sourcing decision-making process in the era of digitalization: A new quantitative methodology," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 168(C).
    9. Yadavalli, Venkata SS & Darbari, Jyoti Dhingra & Bhayana, Nidhi & Jha, P.C. & Agarwal, Vernika, 2019. "An integrated optimization model for selection of sustainable suppliers based on customers’ expectations," Operations Research Perspectives, Elsevier, vol. 6(C).
    10. Roya Ghamari & Mohammad Mahdavi-Mazdeh & Seyed Farid Ghannadpour, 2022. "Resilient and sustainable supplier selection via a new framework: a case study from the steel industry," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(8), pages 10403-10441, August.
    11. Kannan Govindan & Aditi & Jyoti Dhingra Darbari & Arshia Kaul & PC Jha, 2021. "Structural model for analysis of key performance indicators for sustainable manufacturer–supplier collaboration: A grey‐decision‐making trial and evaluation laboratory‐based approach," Business Strategy and the Environment, Wiley Blackwell, vol. 30(4), pages 1702-1722, May.
    12. Amin Mahmoudi & Saad Ahmed Javed, 2022. "Probabilistic Approach to Multi-Stage Supplier Evaluation: Confidence Level Measurement in Ordinal Priority Approach," Group Decision and Negotiation, Springer, vol. 31(5), pages 1051-1096, October.
    13. Alireza Arshadi Khamseh, 2021. "A Time-Dependent Sustainable–Flexible Supplier Selection Considering Uncertainty and TODIM Method in Iranian Dairy Industries," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(2), pages 113-126, June.
    14. Nadine Kafa & Anicia Jaegler & Joseph Sarkis, 2020. "Harnessing Corporate Sustainability Decision-Making Complexity: A Field Study of Complementary Approaches," Sustainability, MDPI, vol. 12(24), pages 1-23, December.
    15. Almalky,, 2020. "An Integrated Multi‐Criteria Decision Support Framework for the Selection of Suppliers in Small and Medium Enterprises based on Green Innovation Ability," OSF Preprints 3cg8j, Center for Open Science.
    16. Shoufeng Ji & Pengyun Zhao & Tingting Ji, 2023. "A Hybrid Optimization Method for Sustainable and Flexible Design of Supply–Production–Distribution Network in the Physical Internet," Sustainability, MDPI, vol. 15(7), pages 1-34, April.
    17. Zhiwen Su & Mingyu Zhang & Wenbing Wu, 2021. "Visualizing Sustainable Supply Chain Management: A Systematic Scientometric Review," Sustainability, MDPI, vol. 13(8), pages 1-25, April.
    18. Maciej Urbaniak & Blanka Tundys & Magdalena Ankiel, 2021. "Expectations of Production Companies Operating in Poland towards Suppliers with Regards to Implementation of the Sustainability Concept," Sustainability, MDPI, vol. 13(16), pages 1-15, August.
    19. Patchara Phochanikorn & Chunqiao Tan, 2019. "A New Extension to a Multi-Criteria Decision-Making Model for Sustainable Supplier Selection under an Intuitionistic Fuzzy Environment," Sustainability, MDPI, vol. 11(19), pages 1-24, September.
    20. Mehdi Keshavarz-Ghorabaee, 2023. "Sustainable Supplier Selection and Order Allocation Using an Integrated ROG-Based Type-2 Fuzzy Decision-Making Approach," Mathematics, MDPI, vol. 11(9), pages 1-33, April.

    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:spr:endesu:v:24:y:2022:i:4:d:10.1007_s10668-021-01671-y. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.