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The future of the circular economy and its effect on supply chain dependencies: Empirical evidence from a Delphi study

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  • Gebhardt, Maximilian
  • Spieske, Alexander
  • Birkel, Hendrik

Abstract

This paper conducts a Delphi study to empirically explore the future roadmap of the circular economy (CE). Moreover, we build on the resource dependence theory to explore the CE’s potential to reduce dependencies in supply chain (SC) networks. Based on current literature, the CE practices of the 4R framework (reduce, reuse, recycle, recover), and a series of workshops, we formulated 11 future-oriented projections. In two subsequent Delphi rounds, 78 international CE and SC management experts quantitatively assessed the projections regarding their probability of occurrence in 2030, their potential to reduce SC dependencies, and their desirability. A fuzzy c-means algorithm was applied to cluster the projections based on the expert assessments. We found that the implementation likelihood of CE practices in 2030 is not congruent with the value retention hierarchy advocated by the 4R framework. Qualitative analyses of the panelists’ written statements revealed that regulation, financial attractiveness, customer demand, technological innovation, and product design are the most prominent influencing factors for the future implementation of various CE practices. Moreover, different practices revealed a varying capacity to reduce SC dependencies. More precisely, we found that diversifying a company’s supply base through recycled materials and components has the highest potential. Our qualitative data further provides evidence that CE practices’ capacity to lift dependencies can become an enabler for SC resilience.

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  • Gebhardt, Maximilian & Spieske, Alexander & Birkel, Hendrik, 2022. "The future of the circular economy and its effect on supply chain dependencies: Empirical evidence from a Delphi study," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 157(C).
  • Handle: RePEc:eee:transe:v:157:y:2022:i:c:s1366554521003288
    DOI: 10.1016/j.tre.2021.102570
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    1. Robert C. Fink & Linda F. Edelman & Kenneth J. Hatten & William L. James, 2006. "Transaction cost economics, resource dependence theory, and customer--supplier relationships," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 15(3), pages 497-529, June.
    2. Banjo Roxas & Val Lindsay, 2012. "Social Desirability Bias in Survey Research on Sustainable Development in Small Firms: an Exploratory Analysis of Survey Mode Effect," Business Strategy and the Environment, Wiley Blackwell, vol. 21(4), pages 223-235, May.
    3. Winkler, Jens & Kuklinski, Christian Paul Jian-Wei & Moser, Roger, 2015. "Decision making in emerging markets: The Delphi approach's contribution to coping with uncertainty and equivocality," Journal of Business Research, Elsevier, vol. 68(5), pages 1118-1126.
    4. Kopyto, Matthias & Lechler, Sabrina & von der Gracht, Heiko A. & Hartmann, Evi, 2020. "Potentials of blockchain technology in supply chain management: Long-term judgments of an international expert panel," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    5. Kannan Govindan & Mia Hasanagic, 2018. "A systematic review on drivers, barriers, and practices towards circular economy: a supply chain perspective," International Journal of Production Research, Taylor & Francis Journals, vol. 56(1-2), pages 278-311, January.
    6. Tomić, Tihomir & Schneider, Daniel Rolph, 2018. "The role of energy from waste in circular economy and closing the loop concept – Energy analysis approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 98(C), pages 268-287.
    7. Nicole Luisa Schnittfeld & Timo Busch, 2016. "Sustainability Management within Supply Chains – A Resource Dependence View," Business Strategy and the Environment, Wiley Blackwell, vol. 25(5), pages 337-354, July.
    8. Jiang, Ruth & Kleer, Robin & Piller, Frank T., 2017. "Predicting the future of additive manufacturing: A Delphi study on economic and societal implications of 3D printing for 2030," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 84-97.
    9. von der Gracht, Heiko A. & Darkow, Inga-Lena, 2010. "Scenarios for the logistics services industry: A Delphi-based analysis for 2025," International Journal of Production Economics, Elsevier, vol. 127(1), pages 46-59, September.
    10. Kirchherr, Julian & Reike, Denise & Hekkert, Marko, 2017. "Conceptualizing the circular economy: An analysis of 114 definitions," Resources, Conservation & Recycling, Elsevier, vol. 127(C), pages 221-232.
    11. 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).
    12. Rowe, Gene & Wright, George, 1999. "The Delphi technique as a forecasting tool: issues and analysis," International Journal of Forecasting, Elsevier, vol. 15(4), pages 353-375, October.
    13. Rowe, Gene & Wright, George, 1996. "The impact of task characteristics on the performance of structured group forecasting techniques," International Journal of Forecasting, Elsevier, vol. 12(1), pages 73-89, March.
    14. Nguyen, Son & Chen, Peggy Shu-Ling & Du, Yuquan & Shi, Wenming, 2019. "A quantitative risk analysis model with integrated deliberative Delphi platform for container shipping operational risks," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 129(C), pages 203-227.
    15. Ismail Gölgeci & Harun Emre Yildiz & Ulf Andersson, . "The rising tensions between efficiency and resilience in global value chains in the post-COVID-19 world," UNCTAD Transnational Corporations Journal, United Nations Conference on Trade and Development.
    16. Kirchherr, Julian & Piscicelli, Laura & Bour, Ruben & Kostense-Smit, Erica & Muller, Jennifer & Huibrechtse-Truijens, Anne & Hekkert, Marko, 2018. "Barriers to the Circular Economy: Evidence From the European Union (EU)," Ecological Economics, Elsevier, vol. 150(C), pages 264-272.
    17. Raphaëlle Stewart & Monia Niero, 2018. "Circular economy in corporate sustainability strategies: A review of corporate sustainability reports in the fast‐moving consumer goods sector," Business Strategy and the Environment, Wiley Blackwell, vol. 27(7), pages 1005-1022, November.
    18. Keller, Jonas & von der Gracht, Heiko A., 2014. "The influence of information and communication technology (ICT) on future foresight processes — Results from a Delphi survey," Technological Forecasting and Social Change, Elsevier, vol. 85(C), pages 81-92.
    19. Ivanov, Dmitry, 2020. "Predicting the impacts of epidemic outbreaks on global supply chains: A simulation-based analysis on the coronavirus outbreak (COVID-19/SARS-CoV-2) case," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 136(C).
    20. Roßmann, Bernhard & Canzaniello, Angelo & von der Gracht, Heiko & Hartmann, Evi, 2018. "The future and social impact of Big Data Analytics in Supply Chain Management: Results from a Delphi study," Technological Forecasting and Social Change, Elsevier, vol. 130(C), pages 135-149.
    21. George Halkos & Kleoniki Natalia Petrou, 2019. "Analysing the Energy Efficiency of EU Member States: The Potential of Energy Recovery from Waste in the Circular Economy," Energies, MDPI, vol. 12(19), pages 1-32, September.
    22. Spickermann, Alexander & Zimmermann, Martin & von der Gracht, Heiko A., 2014. "Surface- and deep-level diversity in panel selection — Exploring diversity effects on response behaviour in foresight," Technological Forecasting and Social Change, Elsevier, vol. 85(C), pages 105-120.
    23. Junming Zhu & Chengming Fan & Haijia Shi & Lei Shi, 2019. "Efforts for a Circular Economy in China: A Comprehensive Review of Policies," Journal of Industrial Ecology, Yale University, vol. 23(1), pages 110-118, February.
    24. Winkler, Jens & Moser, Roger, 2016. "Biases in future-oriented Delphi studies: A cognitive perspective," Technological Forecasting and Social Change, Elsevier, vol. 105(C), pages 63-76.
    25. Fritschy, Carolin & Spinler, Stefan, 2019. "The impact of autonomous trucks on business models in the automotive and logistics industry–a Delphi-based scenario study," Technological Forecasting and Social Change, Elsevier, vol. 148(C).
    26. von der Gracht, Heiko A., 2012. "Consensus measurement in Delphi studies," Technological Forecasting and Social Change, Elsevier, vol. 79(8), pages 1525-1536.
    27. Pejvak Oghazi & Rana Mostaghel, 2018. "Circular Business Model Challenges and Lessons Learned—An Industrial Perspective," Sustainability, MDPI, vol. 10(3), pages 1-19, March.
    28. Vanessa Prieto‐Sandoval & Marta Ormazabal & Carmen Jaca & Elisabeth Viles, 2018. "Key elements in assessing circular economy implementation in small and medium‐sized enterprises," Business Strategy and the Environment, Wiley Blackwell, vol. 27(8), pages 1525-1534, December.
    29. Gianmarco Bressanelli & Marco Perona & Nicola Saccani, 2019. "Challenges in supply chain redesign for the Circular Economy: a literature review and a multiple case study," International Journal of Production Research, Taylor & Francis Journals, vol. 57(23), pages 7395-7422, December.
    30. Dmitry Ivanov & Alexandre Dolgui, 2020. "Viability of intertwined supply networks: extending the supply chain resilience angles towards survivability. A position paper motivated by COVID-19 outbreak," International Journal of Production Research, Taylor & Francis Journals, vol. 58(10), pages 2904-2915, May.
    31. Ghadge, Abhijeet & van der Werf, Sjoerd & Er Kara, Merve & Goswami, Mohit & Kumar, Pankaj & Bourlakis, Michael, 2020. "Modelling the impact of climate change risk on bioethanol supply chains," Technological Forecasting and Social Change, Elsevier, vol. 160(C).
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    Cited by:

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    2. Laura Montag, 2023. "Circular Economy and Supply Chains: Definitions, Conceptualizations, and Research Agenda of the Circular Supply Chain Framework," Circular Economy and Sustainability,, Springer.
    3. Zhang, Abraham & Hartley, Janet & Wang, Yulan & Wang, Shuaian, 2022. "Special issue Editorial: Logistics and supply chain management in an era of circular economy," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 166(C).
    4. Gu, Wei & Luo, Jing & Yu, Xiaoru & Zhang, Wenqing & Li, Baixun, 2023. "Dynamic decisions between sellers and consumers in online second-hand trading platforms: Evidence from C2C transactions," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 177(C).

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