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Sustainable Supply Chain Management and Multi-Criteria Decision-Making Methods: A Systematic Review

Author

Listed:
  • Ananna Paul

    (School of Information, Systems and Modelling, University of Technology Sydney, Sydney, NSW 2007, Australia)

  • Nagesh Shukla

    (School of Information, Systems and Modelling, University of Technology Sydney, Sydney, NSW 2007, Australia)

  • Sanjoy Kumar Paul

    (UTS Business School, University of Technology Sydney, Sydney, NSW 2007, Australia)

  • Andrea Trianni

    (School of Information, Systems and Modelling, University of Technology Sydney, Sydney, NSW 2007, Australia)

Abstract

Multi-criteria decision-making (MCDM) methods are smart tools to deal with numerous criteria in decision-making. These methods have been widely applied in the area of sustainable supply chain management (SSCM) because of their computational capabilities. This paper conducts a systematic literature review on MCDM methods applied in different areas of SSCM. From the literature search, a total of 106 published journal articles have been selected and analyzed. Both individual and integrated MCDM methods applied in SSCM are reviewed and summarized. In addition, contributions, methodological focuses, and findings of the reviewed articles are discussed. It is observed that MCDM methods are widely used for analyzing barriers, challenges, drivers, enablers, criteria, performances, and practices of SSCM. In recent years, studies have focused on integrating more than one MCDM method to highlight methodological contributions in SSCM; however, in the literature, limited research papers integrate multiple MCDM methods in the area of SSCM. Most of the published articles integrate only two MCDM methods, and integration with other methods, such as optimization and simulation techniques, is missing in the literature. This review paper contributes to the literature by analyzing existing research, identifying research gaps, and proposing new future research opportunities in the area of sustainable supply chain management applying MCDM methods.

Suggested Citation

  • 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.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:13:p:7104-:d:581609
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    1. 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.
    2. Alexandra Pehlken & Kalle Wulf & Kevin Grecksch & Thomas Klenke & Nina Tsydenova, 2020. "More Sustainable Bioenergy by Making Use of Regional Alternative Biomass?," Sustainability, MDPI, vol. 12(19), pages 1-22, September.
    3. Luthra, Sunil & Mangla, Sachin Kumar & Xu, Lei & Diabat, Ali, 2016. "Using AHP to evaluate barriers in adopting sustainable consumption and production initiatives in a supply chain," International Journal of Production Economics, Elsevier, vol. 181(PB), pages 342-349.
    4. Karl Widerquist, 2018. "The Bottom Line," Exploring the Basic Income Guarantee, in: A Critical Analysis of Basic Income Experiments for Researchers, Policymakers, and Citizens, chapter 0, pages 93-98, Palgrave Macmillan.
    5. Wu, Hsin-Hung & Chang, Shih-Yu, 2015. "A case study of using DEMATEL method to identify critical factors in green supply chain management," Applied Mathematics and Computation, Elsevier, vol. 256(C), pages 394-403.
    6. Mani, Venkatesh & Gunasekaran, Angappa & Delgado, Catarina, 2018. "Enhancing supply chain performance through supplier social sustainability: An emerging economy perspective," International Journal of Production Economics, Elsevier, vol. 195(C), pages 259-272.
    7. Chowdhury, Priyabrata & Paul, Sanjoy Kumar & Kaisar, Shahriar & Moktadir, Md. Abdul, 2021. "COVID-19 pandemic related supply chain studies: A systematic review," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 148(C).
    8. Chunguang Bai & Joseph Sarkis & Xiaopeng Wei, 2010. "Addressing key sustainable supply chain management issues using rough set methodology," Management Research Review, Emerald Group Publishing Limited, vol. 33(12), pages 1113-1127, November.
    9. K. Madan Shankar & P. Udhaya Kumar & Devika Kannan, 2016. "Analyzing the Drivers of Advanced Sustainable Manufacturing System Using AHP Approach," Sustainability, MDPI, vol. 8(8), pages 1-10, August.
    10. David Wittstruck & Frank Teuteberg, 2012. "Understanding the Success Factors of Sustainable Supply Chain Management: Empirical Evidence from the Electrics and Electronics Industry," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 19(3), pages 141-158, May.
    11. 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.
    12. 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.
    13. Fahimnia, Behnam & Sarkis, Joseph & Davarzani, Hoda, 2015. "Green supply chain management: A review and bibliometric analysis," International Journal of Production Economics, Elsevier, vol. 162(C), pages 101-114.
    14. Bai, Chunguang & Sarkis, Joseph, 2010. "Integrating sustainability into supplier selection with grey system and rough set methodologies," International Journal of Production Economics, Elsevier, vol. 124(1), pages 252-264, March.
    15. V. Mani & Rajat Agrawal & Vinay Sharma, 2015. "Social sustainability in the supply chain: analysis of enablers," Management Research Review, Emerald Group Publishing Limited, vol. 38(9), pages 1016-1042, September.
    16. Sarkis, Joseph & Dhavale, Dileep G., 2015. "Supplier selection for sustainable operations: A triple-bottom-line approach using a Bayesian framework," International Journal of Production Economics, Elsevier, vol. 166(C), pages 177-191.
    17. Kusi-Sarpong, Simonov & Bai, Chunguang & Sarkis, Joseph & Wang, Xuping, 2015. "Green supply chain practices evaluation in the mining industry using a joint rough sets and fuzzy TOPSIS methodology," Resources Policy, Elsevier, vol. 46(P1), pages 86-100.
    18. Chunguang Bai & Joseph Sarkis, 2012. "Performance Measurement and Evaluation for Sustainable Supply Chains using Rough Set and Data Envelopment Analysis," International Series in Operations Research & Management Science, in: Tonya Boone & Vaidyanathan Jayaraman & Ram Ganeshan (ed.), Sustainable Supply Chains, edition 127, chapter 0, pages 223-241, Springer.
    19. de Vries, Gaaitzen J. & Ferrarini, Benno, 2017. "What Accounts for the Growth of Carbon Dioxide Emissions in Advanced and Emerging Economies? The Role of Consumption, Technology and Global Supply Chain Participation," Ecological Economics, Elsevier, vol. 132(C), pages 213-223.
    20. 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.
    21. Mani, Venkatesh & Gunasekaran, Angappa & Delgado, Catarina, 2018. "Supply chain social sustainability: Standard adoption practices in Portuguese manufacturing firms," International Journal of Production Economics, Elsevier, vol. 198(C), pages 149-164.
    22. Erol, Ismail & Sencer, Safiye & Sari, Ramazan, 2011. "A new fuzzy multi-criteria framework for measuring sustainability performance of a supply chain," Ecological Economics, Elsevier, vol. 70(6), pages 1088-1100, April.
    23. Rajesh, R., 2020. "Sustainable supply chains in the Indian context: An integrative decision-making model," Technology in Society, Elsevier, vol. 61(C).
    24. Muhammad Amad Saeed & Wolfgang Kersten, 2019. "Drivers of Sustainable Supply Chain Management: Identification and Classification," Sustainability, MDPI, vol. 11(4), pages 1-23, February.
    25. Shen, Lixin & Muduli, Kamalakanta & Barve, Akhilesh, 2015. "Developing a sustainable development framework in the context of mining industries: AHP approach," Resources Policy, Elsevier, vol. 46(P1), pages 15-26.
    26. Mani, Venkatesh & Gunasekaran, Angappa, 2018. "Four forces of supply chain social sustainability adoption in emerging economies," International Journal of Production Economics, Elsevier, vol. 199(C), pages 150-161.
    27. Giannakis, Mihalis & Papadopoulos, Thanos, 2016. "Supply chain sustainability: A risk management approach," International Journal of Production Economics, Elsevier, vol. 171(P4), pages 455-470.
    28. Mejías, Ana M. & Bellas, Roberto & Pardo, Juan E. & Paz, Enrique, 2019. "Traceability management systems and capacity building as new approaches for improving sustainability in the fashion multi-tier supply chain," International Journal of Production Economics, Elsevier, vol. 217(C), pages 143-158.
    29. Jagannath Roy & Dragan Pamučar & Samarjit Kar, 2020. "Evaluation and selection of third party logistics provider under sustainability perspectives: an interval valued fuzzy-rough approach," Annals of Operations Research, Springer, vol. 293(2), pages 669-714, October.
    30. Chun-Ho Chen, 2019. "A New Multi-Criteria Assessment Model Combining GRA Techniques with Intuitionistic Fuzzy Entropy-Based TOPSIS Method for Sustainable Building Materials Supplier Selection," Sustainability, MDPI, vol. 11(8), pages 1-18, April.
    31. Chithambaranathan, P. & Subramanian, Nachiappan & Gunasekaran, Angappa & Palaniappan, PL.K., 2015. "Service supply chain environmental performance evaluation using grey based hybrid MCDM approach," International Journal of Production Economics, Elsevier, vol. 166(C), pages 163-176.
    32. Xiaolu Zhang & Xiaoming Xing, 2017. "Probabilistic Linguistic VIKOR Method to Evaluate Green Supply Chain Initiatives," Sustainability, MDPI, vol. 9(7), pages 1-18, July.
    33. Rezaei, Jafar, 2016. "Best-worst multi-criteria decision-making method: Some properties and a linear model," Omega, Elsevier, vol. 64(C), pages 126-130.
    34. Ananna Paul & Md. Abdul Moktadir & Sanjoy Kumar Paul, 2020. "An innovative decision-making framework for evaluating transportation service providers based on sustainable criteria," International Journal of Production Research, Taylor & Francis Journals, vol. 58(24), pages 7334-7352, December.
    35. 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.
    36. Wu, Kuo-Jui & Liao, Ching-Jong & Tseng, Ming-Lang & Chiu, Anthony S.F., 2015. "Exploring decisive factors in green supply chain practices under uncertainty," International Journal of Production Economics, Elsevier, vol. 159(C), pages 147-157.
    37. Sunil Luthra & Sachin Kumar Mangla & Felix T. S. Chan & V. G. Venkatesh, 2018. "Evaluating the Drivers to Information and Communication Technology for Effective Sustainability Initiatives in Supply Chains," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 17(01), pages 311-338, January.
    38. 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.
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    3. José Carlos Romero & Pedro Linares, 2021. "Multiple Criteria Decision-Making as an Operational Conceptualization of Energy Sustainability," Sustainability, MDPI, vol. 13(21), pages 1-14, October.
    4. Lu Zhang & Deqing Ma & Jinsong Hu, 2021. "Research on the Sustainable Operation of Low-Carbon Tourism Supply Chain under Sudden Crisis Prediction," Sustainability, MDPI, vol. 13(15), pages 1-25, July.

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