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A Multi-objective integrated approach to address sustainability in a meat supply chain

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  • Najafi, Mehdi
  • Zolfagharinia, Hossein

Abstract

Many supply chains have taken action to consider the principles of sustainability in their business over the past two decades. However, addressing sustainability is still a challenge due to imposing some restrictions. This could be more challenging in a food supply chain because of consuming a large amount of natural resources and its connection to public health. Regarding this significance, this research develops a mechanism to integrate all the primary functions of a meat supply chain given three pillars of sustainability: (i) cost, (ii) social aspect, and (iii) environmental aspect. To this end, we develop a three-objective mathematical formulation to integrate supplier selection, production planning, and product distribution in a meat supply chain. This study also identifies criteria representing suppliers’ impact on the environment and utilizes a Stochastic Analytic Hierarchy Process (SAHP) and TOPSIS (Technique for Order of Preference by Similarity to Ideal Solution) methods to gauge that impact and evaluate suppliers’ scores. Furthermore, a solution method is designed based on the Normalized Normal Constraint method to generate Pareto-optimal solutions. Lastly, we apply the developed mathematical formulation and the solution methodology using a numerical study inspired by a real case in Ontario, Canada. The results demonstrate that the developed solution methodology can generate diverse and practical Pareto-optimal solutions in which social and environmental aspects could be improved significantly by incurring a minor extra cost.

Suggested Citation

  • Najafi, Mehdi & Zolfagharinia, Hossein, 2024. "A Multi-objective integrated approach to address sustainability in a meat supply chain," Omega, Elsevier, vol. 124(C).
  • Handle: RePEc:eee:jomega:v:124:y:2024:i:c:s0305048323001755
    DOI: 10.1016/j.omega.2023.103011
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    as
    1. Mohammed, Ahmed & Wang, Qian, 2017. "The fuzzy multi-objective distribution planner for a green meat supply chain," International Journal of Production Economics, Elsevier, vol. 184(C), pages 47-58.
    2. Zhou, Xiaoyang & Wei, Xiaoya & Lin, Jun & Tian, Xin & Lev, Benjamin & Wang, Shouyang, 2021. "Supply chain management under carbon taxes: A review and bibliometric analysis," Omega, Elsevier, vol. 98(C).
    3. Govindan, Kannan, 2018. "Sustainable consumption and production in the food supply chain: A conceptual framework," International Journal of Production Economics, Elsevier, vol. 195(C), pages 419-431.
    4. Besada, M. & Vazquez, C., 1999. "The generalized marginal rate of substitution," Journal of Mathematical Economics, Elsevier, vol. 31(4), pages 553-560, May.
    5. Handfield, Robert & Walton, Steven V. & Sroufe, Robert & Melnyk, Steven A., 2002. "Applying environmental criteria to supplier assessment: A study in the application of the Analytical Hierarchy Process," European Journal of Operational Research, Elsevier, vol. 141(1), pages 70-87, August.
    6. Asian, Sobhan & Hafezalkotob, Ashkan & John, Jubin Jacob, 2019. "Sharing economy in organic food supply chains: A pathway to sustainable development," International Journal of Production Economics, Elsevier, vol. 218(C), pages 322-338.
    7. Roberto Maria Grisi & Luigi Guerra & Giuseppe Naviglio, 2010. "Supplier Performance Evaluation for Green Supply Chain Management," Springer Books, in: Paolo Taticchi (ed.), Business Performance Measurement and Management, chapter 0, pages 149-163, Springer.
    8. Chen, Jing & Zhang, Hui & Sun, Ying, 2012. "Implementing coordination contracts in a manufacturer Stackelberg dual-channel supply chain," Omega, Elsevier, vol. 40(5), pages 571-583.
    9. Sgarbossa, Fabio & Russo, Ivan, 2017. "A proactive model in sustainable food supply chain: Insight from a case study," International Journal of Production Economics, Elsevier, vol. 183(PB), pages 596-606.
    10. Santos, Maria João & Martins, Sara & Amorim, Pedro & Almada-Lobo, Bernardo, 2022. "On the impact of adjusting the minimum life on receipt (MLOR) criterion in food supply chains," Omega, Elsevier, vol. 112(C).
    11. Lejarza, Fernando & Baldea, Michael, 2022. "An efficient optimization framework for tracking multiple quality attributes in supply chains of perishable products," European Journal of Operational Research, Elsevier, vol. 297(3), pages 890-903.
    12. Stefan Gold & Stefan Seuring & Philip Beske, 2010. "Sustainable supply chain management and inter‐organizational resources: a literature review," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 17(4), pages 230-245, July.
    13. Hadi Moheb-Alizadeh & Robert Handfield, 2018. "An integrated chance-constrained stochastic model for efficient and sustainable supplier selection and order allocation," International Journal of Production Research, Taylor & Francis Journals, vol. 56(21), pages 6890-6916, November.
    14. 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.
    15. Islam, Samiul & Amin, Saman Hassanzadeh & Wardley, Leslie J., 2021. "Machine learning and optimization models for supplier selection and order allocation planning," International Journal of Production Economics, Elsevier, vol. 242(C).
    16. Zhanguo Zhu & Feng Chu & Alexandre Dolgui & Chengbin Chu & Wei Zhou & Selwyn Piramuthu, 2018. "Recent advances and opportunities in sustainable food supply chain: a model-oriented review," International Journal of Production Research, Taylor & Francis Journals, vol. 56(17), pages 5700-5722, September.
    17. Rebeca B. Sánchez-Flores & Samantha E. Cruz-Sotelo & Sara Ojeda-Benitez & Ma. Elizabeth Ramírez-Barreto, 2020. "Sustainable Supply Chain Management—A Literature Review on Emerging Economies," Sustainability, MDPI, vol. 12(17), pages 1-27, August.
    18. Pourmohammad-Zia, Nadia & Karimi, Behrooz & Rezaei, Jafar, 2021. "Food supply chain coordination for growing items: A trade-off between market coverage and cost-efficiency," International Journal of Production Economics, Elsevier, vol. 242(C).
    19. Zhao, Xiaofei & Wang, Ping & Pal, Raktim, 2021. "The effects of agro-food supply chain integration on product quality and financial performance: Evidence from Chinese agro-food processing business," International Journal of Production Economics, Elsevier, vol. 231(C).
    20. Kumar, Anish & Mangla, Sachin Kumar & Kumar, Pradeep & Song, Malin, 2021. "Mitigate risks in perishable food supply chains: Learning from COVID-19," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    21. Ahumada, Omar & Villalobos, J. Rene, 2009. "Application of planning models in the agri-food supply chain: A review," European Journal of Operational Research, Elsevier, vol. 196(1), pages 1-20, July.
    22. Deepak Sharma & Srinivasan Sridhar & David Claudio, 2020. "Comparison of AHP-TOPSIS and AHP-AHP methods in multi-criteria decision-making problems," International Journal of Industrial and Systems Engineering, Inderscience Enterprises Ltd, vol. 34(2), pages 203-223.
    23. Dai, Jingqi & Li, Zongmin, 2023. "An equilibrium approach towards sustainable operation of a modern coal chemical industrial park," Omega, Elsevier, vol. 120(C).
    24. Jonkman, Jochem & Barbosa-Póvoa, Ana P. & Bloemhof, Jacqueline M., 2019. "Integrating harvesting decisions in the design of agro-food supply chains," European Journal of Operational Research, Elsevier, vol. 276(1), pages 247-258.
    25. Fu, Xiaoyong & Zhu, Qinghua & Sarkis, Joseph, 2012. "Evaluating green supplier development programs at a telecommunications systems provider," International Journal of Production Economics, Elsevier, vol. 140(1), pages 357-367.
    26. Behzadi, Golnar & O’Sullivan, Michael Justin & Olsen, Tava Lennon & Zhang, Abraham, 2018. "Agribusiness supply chain risk management: A review of quantitative decision models," Omega, Elsevier, vol. 79(C), pages 21-42.
    27. Matthew J. Sobel & Rachel Q. Zhang, 2001. "Inventory Policies for Systems with Stochastic and Deterministic Demand," Operations Research, INFORMS, vol. 49(1), pages 157-162, February.
    28. Alikhani, Reza & Torabi, S. Ali & Altay, Nezih, 2019. "Strategic supplier selection under sustainability and risk criteria," International Journal of Production Economics, Elsevier, vol. 208(C), pages 69-82.
    29. Geng, Ruoqi & Mansouri, S. Afshin & Aktas, Emel, 2017. "The relationship between green supply chain management and performance: A meta-analysis of empirical evidences in Asian emerging economies," International Journal of Production Economics, Elsevier, vol. 183(PA), pages 245-258.
    30. Mohebalizadehgashti, Fatemeh & Zolfagharinia, Hossein & Amin, Saman Hassanzadeh, 2020. "Designing a green meat supply chain network: A multi-objective approach," International Journal of Production Economics, Elsevier, vol. 219(C), pages 312-327.
    31. Misagh Rahbari & Alireza Arshadi Khamseh & Yaser Sadati-Keneti & Mohammad Javad Jafari, 2022. "A risk-based green location-inventory-routing problem for hazardous materials: NSGA II, MOSA, and multi-objective black widow optimization," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(2), pages 2804-2840, February.
    32. Rohmer, S.U.K. & Gerdessen, J.C. & Claassen, G.D.H., 2019. "Sustainable supply chain design in the food system with dietary considerations: A multi-objective analysis," European Journal of Operational Research, Elsevier, vol. 273(3), pages 1149-1164.
    33. Zhou, Xiaoyang & Zhu, Qiuyun & Xu, Lei & Wang, Kai & Yin, Xiang & Mangla, Sachin Kumar, 2024. "The effect of carbon tariffs and the associated coping strategies: A global supply chain perspective," Omega, Elsevier, vol. 122(C).
    34. Soysal, M. & Bloemhof-Ruwaard, J.M. & van der Vorst, J.G.A.J., 2014. "Modelling food logistics networks with emission considerations: The case of an international beef supply chain," International Journal of Production Economics, Elsevier, vol. 152(C), pages 57-70.
    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. Brandenburg, Marcus & Govindan, Kannan & Sarkis, Joseph & Seuring, Stefan, 2014. "Quantitative models for sustainable supply chain management: Developments and directions," European Journal of Operational Research, Elsevier, vol. 233(2), pages 299-312.
    37. Rahmati, Reza & Neghabi, Hossein & Bashiri, Mahdi & Salari, Majid, 2023. "Stochastic regional-based profit-maximizing hub location problem: A sustainable overview," Omega, Elsevier, vol. 121(C).
    38. Nader, Joelle & El-Khalil, Raed & Nassar, Elma & Hong, Paul, 2022. "Pandemic planning, sustainability practices, and organizational performance: An empirical investigation of global manufacturing firms," International Journal of Production Economics, Elsevier, vol. 246(C).
    39. Mota, Bruna & Gomes, Maria Isabel & Carvalho, Ana & Barbosa-Povoa, Ana Paula, 2018. "Sustainable supply chains: An integrated modeling approach under uncertainty," Omega, Elsevier, vol. 77(C), pages 32-57.
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