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Evaluating barriers and challenges of circular supply chains using a decision-making model based on rough sets

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Abstract

Circular supply chain management is a recent innovation to save resources and reduce waste in the supply chain of any industry. The concept of circular supply chain management is more important these days due to environmental concerns, lack of resources, and increased waste. The main purpose of this study is to find the main issues and prioritize the challenges related to the adoption of circular supply chain management in Iran’s manufacturing industries. This paper includes three main phases. In the first phase, by examining the literature and opinions of supply chain experts, the main challenges that companies face to redesign their supply chain based on circular economy principles are identified. In the second phase, the proposed approach is developed based on the hierarchical best–worst method and rough set theory in order to prioritize the challenges and barriers to adopt and implement circular supply chain. In the third phase, the challenges are prioritized and analyzed by using the proposed approach, conducting interviews, and forming an expert panel in the field of supply chain and in order to apply the results in Iran’s manufacturing industries. The results indicate that financial and economic barriers (B1), barriers of supply chain management (B5), and technological barriers (B3) are the main barriers to implement circular supply chain management in Iran's manufacturing industries. These barriers can be considered as key barriers to implement circular principles in supply chains and industries. Sensitivity analysis is also performed to evaluate robustness of the results.

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References

  • Ahi P, Searcy C (2013) A comparative literature analysis of definitions for green and sustainable supply chain management. J Clean Prod 52:329–341

    Article  Google Scholar 

  • Aminoff A, Kettunen O (2016) Sustainable supply chain management in a circular economy—towards supply circles In: International Conference on Sustainable Design and Manufacturing Springer pp 61–72

  • Bakker C, Wang F, Huisman J, Den Hollander M (2014) Products that go round: exploring product life extension through design. J Clean Prod 69:10–16

    Article  Google Scholar 

  • Batista L, Bourlakis M, Smart P, Maull R (2018) In search of a circular supply chain archetype–a content-analysis-based literature review. Prod Plan Control 29:438–451

    Article  Google Scholar 

  • Bouzon M, Govindan K, Rodriguez CMT (2018) Evaluating barriers for reverse logistics implementation under a multiple stakeholders’ perspective analysis using grey decision making approach. Resour Conserv Recycl 128:315–335

    Article  Google Scholar 

  • Bressanelli G, Perona M, Saccani N (2017) A new framework for assessing circular economy scenarios in the washing machine industry In: Proceedings of the Summer School Francesco Turco, AIDI - Italian Association of Industrial Operations Professors Palermo, pp 177–183

  • Bressanelli G, Perona M SN (2018) Towards the circular supply chain: a literature review of challenges. In: XXIII Summer School “Francesco Turco” – Industrial Systems Engineering, At Palermo, Italy, pp 171–178

    Google Scholar 

  • Chang T-W, Lo H-W, Chen K-Y, Liou JJH (2019) A novel FMEA model based on rough BWM and rough TOPSIS-AL for risk assessment. Mathematics 7:874. https://doi.org/10.3390/math7100874

    Article  Google Scholar 

  • Choi TM, Chen Y (2021) Circular supply chain management with large scale group decision making in the big data era: the macro-micro model. Technol Forecast Soc Chang 169:120791. https://doi.org/10.1016/j.techfore.2021.120791

    Article  Google Scholar 

  • Cucchiella F, D’Adamo I, Lenny Koh SC, Rosa P (2015) Recycling of WEEEs: an economic assessment of present and future e-waste streams. Renew Sustain Energy Rev 51:263–272. https://doi.org/10.1016/j.rser.2015.06.010

    Article  Google Scholar 

  • Despeisse M, Baumers M, Brown P et al (2017) Unlocking value for a circular economy through 3D printing: a research agenda. Technol Forecast Soc Chang 115:75–84

    Article  Google Scholar 

  • Dong H, Geng Y, Xi F, Fujita T (2013) Carbon footprint evaluation at industrial park level: a hybrid life cycle assessment approach. Energy Policy 57:298–307

    Article  Google Scholar 

  • Elia V, Gnoni MG, Tornese F (2017) Measuring circular economy strategies through index methods: a critical analysis. J Clean Prod 142:2741–2751. https://doi.org/10.1016/j.jclepro.2016.10.196

    Article  Google Scholar 

  • Elia V, Gnoni MG, Tornese F (2020) Evaluating the adoption of circular economy practices in industrial supply chains: an empirical analysis. J Clean Prod 273:122966. https://doi.org/10.1016/j.jclepro.2020.122966

    Article  Google Scholar 

  • Ellen MacArthur Foundation (2012) Towards the circular economy: economic and business rationale for an accelerated transition. https://www.ellenmacarthurfoundation.org/towards-a-circular-economy-business-rationale-for-anaccelerated-transition. Accessed 11 January 2021

  • Farooque M, Zhang A, Thürer M et al (2019) Circular supply chain management: a definition and structured literature review. J Clean Prod 228:882–900. https://doi.org/10.1016/j.jclepro.2019.04.303

    Article  Google Scholar 

  • Flink A (2017) Ecological supply chain in circular economy: adopting circular economy principles in cotton textile supply chain Case: Finlayson Ltd. Dissertation, Lappeenranta University of Technology

    Google Scholar 

  • Franco MA (2017) Circular economy at the micro level: a dynamic view of incumbents’ struggles and challenges in the textile industry. J Clean Prod 168:833–845

    Article  Google Scholar 

  • Geng Y, Doberstein B (2008) Developing the circular economy in China: challenges and opportunities for achieving ’leapfrog development’. Int J Sustain Develop World Ecol 15:231–239

    Article  Google Scholar 

  • Genovese A, Acquaye AA, Figueroa A, Koh SCL (2017) Sustainable supply chain management and the transition towards a circular economy: evidence and some applications. Omega 66:344–357

    Article  Google Scholar 

  • Ghisellini P, Ji X, Liu G, Ulgiati S (2018) Evaluating the transition towards cleaner production in the construction and demolition sector of China: a review. J Clean Prod 195:418–434

    Article  Google Scholar 

  • Grimm JH, Hofstetter JS, Sarkis J (2016) Exploring sub-suppliers’ compliance with corporate sustainability standards. J Clean Prod 112:1971–1984

    Article  Google Scholar 

  • Hu J, Xiao Z, Zhou R et al (2011) Ecological utilization of leather tannery waste with circular economy model. J Clean Prod 19:221–228

    Article  CAS  Google Scholar 

  • Huang S-Y (1993) Intelligent decision support (Handbook of applications and advances of the rough sets theory). Springer, New York

    Google Scholar 

  • Huysman S, De Schaepmeester J, Ragaert K et al (2017) Performance indicators for a circular economy: A case study on post-industrial plastic waste. Resour Conserv Recycl 120:46–54. https://doi.org/10.1016/j.resconrec.2017.01.013

    Article  Google Scholar 

  • Kane GM, Bakker CA, Balkenende AR (2018) Towards design strategies for circular medical products. Resour Conserv Recycl 135:38–47

    Article  Google Scholar 

  • Kumar P, Singh RK, Kumar V (2021) Managing supply chains for sustainable operations in the era of industry 4.0 and circular economy: analysis of barriers. Resour Conser Recycl 164:105215. https://doi.org/10.1016/j.resconrec.2020.105215

    Article  Google Scholar 

  • Lahane S, Kant R (2021) Evaluation and ranking of solutions to mitigate circular supply chain risks. Sustain Prod Consump 27:753–773. https://doi.org/10.1016/j.spc.2021.01.034

    Article  Google Scholar 

  • Li H, Bao W, Xiu C et al (2010) Energy conservation and circular economy in China’s process industries. Energy 35:4273–4281

    Article  Google Scholar 

  • Lieder M, Asif FMA, Rashid A et al (2018) A conjoint analysis of circular economy value propositions for consumers: Using “washing machines in Stockholm” as a case study. J Clean Prod 172:264–273

    Article  Google Scholar 

  • Linder M, Williander M (2017) Circular business model innovation: inherent uncertainties. Bus Strateg Environ 26:182–196

    Article  Google Scholar 

  • MacArthur E (2013) Towards the circular economy. J Ind Ecol 2:23–44

    Google Scholar 

  • MacArthur E (2017) Bringing printing as a service to the home. https://ellenmacarthurfoundation.org/circular-examples/bringing-printing-as-a-service-to-the-home. Accessed 15 Oct 2017

  • Mangla SK, Luthra S, Mishra N et al (2018) Barriers to effective circular supply chain management in a developing country context. Prod Plan Control 29:551–569

    Article  Google Scholar 

  • Mao Y, Wang J (2019) Is green manufacturing expensive? empirical evidence from China. Int J Prod Res 57:7235–7247

    Article  Google Scholar 

  • Masi D, Day S, Godsell J (2017) Supply chain configurations in the circular economy: a systematic literature review. Sustainability 9:1602. https://doi.org/10.3390/su9091602

    Article  Google Scholar 

  • Murray A, Skene K, Haynes K (2017) The circular economy: an interdisciplinary exploration of the concept and application in a global context. J Bus Ethics 140:369–380

    Article  Google Scholar 

  • Nascimento DLM, Alencastro V, Quelhas OLG, Caiado RGG, Garza-Reyes JA, Rocha-Lona L, Tortorella G (2019) Exploring industry 4.0 technologies to enable circular economy practices in a manufacturing context: a business model proposal. J Manuf Technol Manage 30(3):607–627. https://doi.org/10.1108/JMTM-03-2018-0071

    Article  Google Scholar 

  • Nasir MHA, Genovese A, Acquaye AA et al (2017) Comparing linear and circular supply chains: a case study from the construction industry. Int J Prod Econ 183:443–457

    Article  Google Scholar 

  • Neto JQF, Bloemhof-Ruwaard JM, van Nunen JAEE, van Heck E (2008) Designing and evaluating sustainable logistics networks. Int J Prod Econ 111:195–208

    Article  Google Scholar 

  • Önüt S, Kara SS, Efendigil T (2008) A hybrid fuzzy MCDM approach to machine tool selection. J Intell Manuf 19:443–453

    Article  Google Scholar 

  • Oropallo E, Secundo G, Del VP et al (2021) Blockchain technology for bridging trust, traceability and transparency in circular supply chain. Information Manag. https://doi.org/10.1016/j.im.2021.103508

    Article  Google Scholar 

  • Ozkan-Ozen YD, Kazancoglu Y, Mangla SK (2020) Synchronized barriers for circular supply chains in industry 3.5/industry 4.0 transition for sustainable resource management. Resour Conserv Recycl 161:104986. https://doi.org/10.1016/j.resconrec.2020.104986

    Article  Google Scholar 

  • Parajuly K, Wenzel H (2017) Potential for circular economy in household WEEE management. J Clean Prod 151:272–285

    Article  Google Scholar 

  • Park J, Sarkis J, Wu Z (2010) Creating integrated business and environmental value within the context of China’s circular economy and ecological modernization. J Clean Prod 18:1494–1501

    Article  Google Scholar 

  • Rezaei J (2015) Best-worst multi-criteria decision-making method. Omega (united Kingdom) 53:49–57. https://doi.org/10.1016/j.omega.2014.11.009

    Article  Google Scholar 

  • Ridaura G, Llorens-Cervera S, Carrillo C et al (2018) Equipment suppliers integration to the redesign for emissions reuse in industrial processes. Resour Conserv Recycl 131:75–85

    Article  Google Scholar 

  • Rizos V, Behrens A, Van der Gaast W et al (2016) Implementation of circular economy business models by small and medium-sized enterprises (SMEs): barriers and enablers. Sustainability 8:1212. https://doi.org/10.3390/su8111212

    Article  Google Scholar 

  • Saidani M, Yannou B, Leroy Y, Cluzel F (2018) Heavy vehicles on the road towards the circular economy: analysis and comparison with the automotive industry. Resour Conserv Recycl 135:108–122

    Article  Google Scholar 

  • Saroha M, Garg D, Luthra S (2020) Pressures in implementation of circular supply chain management for sustainability: an analysis from Indian industries perspective. Manag Environ Qual 31(5):1091–1110. https://doi.org/10.1108/MEQ-08-2019-0178

    Article  Google Scholar 

  • Saroha M, Garg D, Luthra S (2021) Identification and analysis of circular supply chain management practices for sustainability: a fuzzy-DEMATEL approach. Int J Product Perform Manag. https://doi.org/10.1108/IJPPM-11-2020-0613

    Article  Google Scholar 

  • Schultz FC, Everding S, Pies I (2021) Circular supply chain governance: a qualitative-empirical study of the European polyurethane industry to facilitate functional circular supply chain management. J Clean Prod 317:128445. https://doi.org/10.1016/j.jclepro.2021.128445

    Article  CAS  Google Scholar 

  • Shahbazi S, Wiktorsson M, Kurdve M et al (2016) Material efficiency in manufacturing: Swedish evidence on potential, barriers and strategies. J Clean Prod 127:438–450

    Article  Google Scholar 

  • Singh J, Ordoñez I (2016) Resource recovery from post-consumer waste: important lessons for the upcoming circular economy. J Clean Prod 134:342–353

    Article  Google Scholar 

  • Stević Ž, Đalić I, Pamučar D et al (2019) A new hybrid model for quality assessment of scientific conferences based on Rough BWM and SERVQUAL. Scientometrics 119:1–30

    Article  Google Scholar 

  • Stewart R, Niero M (2018) Circular economy in corporate sustainability strategies: A review of corporate sustainability reports in the fast-moving consumer goods sector. Bus Strateg Environ 27:1005–1022

    Article  Google Scholar 

  • Su B, Heshmati A, Geng Y, Yu X (2013) A review of the circular economy in China: moving from rhetoric to implementation. J Clean Prod 42:215–227

    Article  Google Scholar 

  • Tabatabaei MH, Amiri M, Ghahremanloo M et al (2019) Hierarchical decision-making using a new mathematical model based on the best-worst method. Int J Computers Commun Control 14:710–725

    Article  Google Scholar 

  • Tingley DD, Cooper S, Cullen J (2017) Understanding and overcoming the barriers to structural steel reuse, a UK perspective. J Clean Prod 148:642–652

    Article  Google Scholar 

  • Tukker A (2015) Product services for a resource-efficient and circular economy–a review. J Clean Prod 97:76–91

    Article  Google Scholar 

  • Van Weelden E, Mugge R, Bakker C (2016) Paving the way towards circular consumption: exploring consumer acceptance of refurbished mobile phones in the Dutch market. J Clean Prod 113:743–754

    Article  Google Scholar 

  • Wang B, Luo W, Zhang A et al (2020) Blockchain-enabled circular supply chain management: a system architecture for fast fashion. Computers Ind 123:103324. https://doi.org/10.1016/j.compind.2020.103324

    Article  Google Scholar 

  • Whalen KA, Milios L, Nussholz J (2018) Bridging the gap: barriers and potential for scaling reuse practices in the Swedish ICT sector. Resour Conserv Recycl 135:123–131

    Article  Google Scholar 

  • Winter M, Knemeyer AM (2013) Exploring the integration of sustainability and supply chain management: current state and opportunities for future inquiry. Int J Phys Distrib Logistics Manage 43(1):18–38. https://doi.org/10.1108/09600031311293237

    Article  Google Scholar 

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Acknowledgements

This research was partially supported by Research Group of Development and Application of Decision-making Methods in Management, Allameh Tabataba’i University, Iran. The authors would like to thank all experts who contributed to this research.

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Correspondence to M. Keshavarz-Ghorabaee.

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Editorial responsibility: Rangabhashiyam S.

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Amiri, M., Hashemi-Tabatabaei, M., Ghahremanloo, M. et al. Evaluating barriers and challenges of circular supply chains using a decision-making model based on rough sets. Int. J. Environ. Sci. Technol. 19, 7275–7296 (2022). https://doi.org/10.1007/s13762-021-03899-7

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  • DOI: https://doi.org/10.1007/s13762-021-03899-7

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