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Sustainable Supplier Selection in Megaprojects: Grey Ordinal Priority Approach

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  • Amin Mahmoudi
  • Xiaopeng Deng
  • Saad Ahmed Javed
  • Na Zhang

Abstract

Due to mounting environmental and social challenges, supplier selection has become one of the most critical tasks of project‐oriented organizations. Because supplier selection can affect the long‐term success and profitability of the organizations and their projects, directly, embracing sustainability can add value in the equation. Considering sustainability measures can positively guide project managers in making better decisions for the projects in the long term. Therefore, the current study attempts to provide a conceptual model for selecting the best supplier based on a sustainability framework in megaprojects. Meanwhile, decision‐making methods can be employed as a proper tool to find the best supplier. Ordinal priority approach (OPA) is a recent development in multiple criteria decision making (MCDM), while it has many benefits compared with other methods like analytic hierarchy process (AHP) and technique for order of preference by similarity to ideal solution (TOPSIS). However, this method cannot consider multiple ranks during the decision‐making process, and using an uncertainty approach feels strongly. Grey systems theory (GST) can consider uncertainties with no need for large sample or proposing membership function. Hence, the current study employed the GST to consider multiple ranks for criteria and alternatives in the OPA method. This is the first time that a sustainable supplier selection framework has been presented for megaprojects with the aid of the Grey OPA (OPA‐G) method. Finally, a case study has been examined to evaluate the performance of the proposed approach. The results show that the proposed approach can be used in real‐world situations and it has acceptable performance under uncertainty conditions.

Suggested Citation

  • 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.
  • Handle: RePEc:bla:bstrat:v:30:y:2021:i:1:p:318-339
    DOI: 10.1002/bse.2623
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    1. 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.
    2. Alazwari, Mashhour A. & Rao, Singiresu S., 2022. "Uncertainty analysis of large structures using universal grey number theory," Applied Mathematics and Computation, Elsevier, vol. 416(C).
    3. Mahmoudi, Amin & Javed, Saad Ahmed, 2022. "Performance Evaluation of Construction Sub‐contractors using Ordinal Priority Approach," Evaluation and Program Planning, Elsevier, vol. 91(C).
    4. Yakup Çelikbilek & Sarbast Moslem, 2023. "A grey multi criteria decision making application for analyzing the essential reasons of recurrent lane change," OPSEARCH, Springer;Operational Research Society of India, vol. 60(2), pages 916-941, June.
    5. Yiqing Zhao & Renata Korsakienė & Hasan Dinçer & Serhat Yüksel, 2022. "Identifying Significant Points of Energy Culture for Developing Sustainable Energy Investments," SAGE Open, , vol. 12(1), pages 21582440221, March.
    6. Amin Mahmoudi & Saad Ahmed Javed & Abbas Mardani, 2022. "Gresilient supplier selection through Fuzzy Ordinal Priority Approach: decision-making in post-COVID era," Operations Management Research, Springer, vol. 15(1), pages 208-232, June.
    7. Jingyuan Shi & Jiaqing Sun, 2023. "Prefabrication Implementation Potential Evaluation in Rural Housing Based on Entropy Weighted TOPSIS Model: A Case Study of Counties in Chongqing, China," Sustainability, MDPI, vol. 15(6), pages 1-18, March.
    8. Jintao Li & Yan Dai & Cynthia Changxin Wang & Jun Sun, 2022. "Assessment of Environmental Demands of Age-Friendly Communities from Perspectives of Different Residential Groups: A Case of Wuhan, China," IJERPH, MDPI, vol. 19(15), pages 1-20, July.
    9. Muhallil Abtahee & Afra Anika Islam & Md. Nazmul Haque & Hasan Zonaed & Samiha Mahzabin Ritu & Sk Md Imdadul Islam & Atiq Zaman, 2023. "Mapping Ecotourism Potential in Bangladesh: The Integration of an Analytical Hierarchy Algorithm and Geospatial Data," Sustainability, MDPI, vol. 15(15), pages 1-28, July.
    10. Sarfaraz Hashemkhani Zolfani & Alireza Nemati & Pedro J. Reyes-Norambuena & Carlos A. Monardes-Concha, 2022. "A Novel MCDM Approach Based on OPA-WINGS for Policy Making in Undergraduate Elective Courses," Mathematics, MDPI, vol. 10(22), pages 1-19, November.
    11. Khoiron Khulud & Ilyas Masudin & Fien Zulfikarijah & Dian Palupi Restuputri & Abdul Haris, 2023. "Sustainable Supplier Selection through Multi-Criteria Decision Making (MCDM) Approach: A Bibliometric Analysis," Logistics, MDPI, vol. 7(4), pages 1-21, December.
    12. Linlin Xie & Mian Huang & Bo Xia & Martin Skitmore, 2022. "Megaproject Environmentally Responsible Behavior in China: A Test of the Theory of Planned Behavior," IJERPH, MDPI, vol. 19(11), pages 1-17, May.
    13. Sayan Chakraborty & Akshat Jain & S. P. Sarmah, 2022. "An integrated mathematical model based on grey optimal ranking for supplier selection considering pandemic situation," OPSEARCH, Springer;Operational Research Society of India, vol. 59(4), pages 1613-1648, December.

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