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A self-assessment tool for evaluating the integration of circular economy and industry 4.0 principles in closed-loop supply chains

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  • Belhadi, Amine
  • Kamble, Sachin S.
  • Chiappetta Jabbour, Charbel Jose
  • Mani, Venkatesh
  • Khan, Syed Abdul Rehman
  • Touriki, Fatima Ezahra

Abstract

The integration of the circular economy (CE) and Industry 4.0 (I4.0) has attracted significant attention from scholars and practitioners. The effective integration between CE and I4.0 depends on the level of systemic assessment. This paper develops a self-assessment model to evaluate the systemic level of integration of CE and I4.0 within organizations using a dynamic capabilities perspective. The model uses a conceptual framework representing the most relevant CE–I4.0 integration practices under eight dimensions from the extant literature. The model also uses a graph-theoretic approach to evaluate the level of CE–I4.0 integration through a standardized index. The CE–I4.0 Integration Index (CE–I4.0 II) incorporates the interactions between different dimensions and practices, and enables quantifying the CE–I4.0 integration level. The index allows organizations to be grouped into three categories: “beginner, “ongoing,” and “performing.” The model CE–I4.0 II is implemented within four different organizations and evaluated to illustrate this model's industrial applicability. Finally, we discuss implications for theory and practice, and the potential extension of the study.

Suggested Citation

  • Belhadi, Amine & Kamble, Sachin S. & Chiappetta Jabbour, Charbel Jose & Mani, Venkatesh & Khan, Syed Abdul Rehman & Touriki, Fatima Ezahra, 2022. "A self-assessment tool for evaluating the integration of circular economy and industry 4.0 principles in closed-loop supply chains," International Journal of Production Economics, Elsevier, vol. 245(C).
    • Handle: RePEc:eee:proeco:v:245:y:2022:i:c:s0925527321003480
    DOI: 10.1016/j.ijpe.2021.108372
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    References listed on IDEAS

    as
    1. de Sousa Jabbour, Ana Beatriz Lopes & Jabbour, Charbel Jose Chiappetta & Foropon, Cyril & Godinho Filho, Moacir, 2018. "When titans meet – Can industry 4.0 revolutionise the environmentally-sustainable manufacturing wave? The role of critical success factors," Technological Forecasting and Social Change, Elsevier, vol. 132(C), pages 18-25.
    2. Beske, Philip & Land, Anna & Seuring, Stefan, 2014. "Sustainable supply chain management practices and dynamic capabilities in the food industry: A critical analysis of the literature," International Journal of Production Economics, Elsevier, vol. 152(C), pages 131-143.
    3. Raj, Alok & Dwivedi, Gourav & Sharma, Ankit & Lopes de Sousa Jabbour, Ana Beatriz & Rajak, Sonu, 2020. "Barriers to the adoption of industry 4.0 technologies in the manufacturing sector: An inter-country comparative perspective," International Journal of Production Economics, Elsevier, vol. 224(C).
    4. Belhadi, Amine & Kamble, Sachin S. & Mani, Venkatesh & Venkatesh, V.G. & Shi, Yangyan, 2021. "Behavioral mechanisms influencing sustainable supply chain governance decision-making from a dyadic buyer-supplier perspective," International Journal of Production Economics, Elsevier, vol. 236(C).
    5. Florian Lüdeke‐Freund & Stefan Gold & Nancy M. P. Bocken, 2019. "A Review and Typology of Circular Economy Business Model Patterns," Journal of Industrial Ecology, Yale University, vol. 23(1), pages 36-61, February.
    6. Lee, Sir Yee & Hu, Jiayao & Lim, Ming K, 2021. "Maximising the circular economy and sustainability outcomes: An end-of-life tyre recycling outlets selection model," International Journal of Production Economics, Elsevier, vol. 232(C).
    7. Kamble, Sachin S. & Belhadi, Amine & Gunasekaran, Angappa & Ganapathy, L. & Verma, Surabhi, 2021. "A large multi-group decision-making technique for prioritizing the big data-driven circular economy practices in the automobile component manufacturing industry," Technological Forecasting and Social Change, Elsevier, vol. 165(C).
    8. Tom Lahti & Joakim Wincent & Vinit Parida, 2018. "A Definition and Theoretical Review of the Circular Economy, Value Creation, and Sustainable Business Models: Where Are We Now and Where Should Research Move in the Future?," Sustainability, MDPI, vol. 10(8), pages 1-19, August.
    9. Kamble, Sachin S. & Gunasekaran, Angappa & Ghadge, Abhijeet & Raut, Rakesh, 2020. "A performance measurement system for industry 4.0 enabled smart manufacturing system in SMMEs- A review and empirical investigation," International Journal of Production Economics, Elsevier, vol. 229(C).
    10. Korhonen, Jouni & Honkasalo, Antero & Seppälä, Jyri, 2018. "Circular Economy: The Concept and its Limitations," Ecological Economics, Elsevier, vol. 143(C), pages 37-46.
    11. Neumann, W. Patrick & Winkelhaus, Sven & Grosse, Eric H. & Glock, Christoph H., 2021. "Industry 4.0 and the human factor – A systems framework and analysis methodology for successful development," International Journal of Production Economics, Elsevier, vol. 233(C).
    12. Nath, Prithwiraj & Ramanathan, Ramakrishnan, 2016. "Environmental management practices, environmental technology portfolio, and environmental commitment: A content analytic approach for UK manufacturing firms," International Journal of Production Economics, Elsevier, vol. 171(P3), pages 427-437.
    13. Millar, Neal & McLaughlin, Eoin & Börger, Tobias, 2019. "The Circular Economy: Swings and Roundabouts?," Ecological Economics, Elsevier, vol. 158(C), pages 11-19.
    14. Sabharwal, Srishti & Garg, Suresh, 2013. "Determining cost effectiveness index of remanufacturing: A graph theoretic approach," International Journal of Production Economics, Elsevier, vol. 144(2), pages 521-532.
    15. Rajput, Shubhangini & Singh, Surya Prakash, 2019. "Connecting circular economy and industry 4.0," International Journal of Information Management, Elsevier, vol. 49(C), pages 98-113.
    16. Belhadi, Amine & Kamble, Sachin & Jabbour, Charbel Jose Chiappetta & Gunasekaran, Angappa & Ndubisi, Nelson Oly & Venkatesh, Mani, 2021. "Manufacturing and service supply chain resilience to the COVID-19 outbreak: Lessons learned from the automobile and airline industries," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    17. Ana Beatriz Lopes de Sousa Jabbour & Charbel Jose Chiappetta Jabbour & Moacir Godinho Filho & David Roubaud, 2018. "Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations," Annals of Operations Research, Springer, vol. 270(1), pages 273-286, November.
    18. Genovese, Andrea & Acquaye, Adolf A. & Figueroa, Alejandro & Koh, S.C. Lenny, 2017. "Sustainable supply chain management and the transition towards a circular economy: Evidence and some applications," Omega, Elsevier, vol. 66(PB), pages 344-357.
    19. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    20. Bag, Surajit & Gupta, Shivam & Kumar, Sameer, 2021. "Industry 4.0 adoption and 10R advance manufacturing capabilities for sustainable development," International Journal of Production Economics, Elsevier, vol. 231(C).
    21. Dmitry Ivanov & Alexandre Dolgui & Boris Sokolov, 2019. "The impact of digital technology and Industry 4.0 on the ripple effect and supply chain risk analytics," International Journal of Production Research, Taylor & Francis Journals, vol. 57(3), pages 829-846, February.
    22. Bai, Chunguang & Dallasega, Patrick & Orzes, Guido & Sarkis, Joseph, 2020. "Industry 4.0 technologies assessment: A sustainability perspective," International Journal of Production Economics, Elsevier, vol. 229(C).
    23. Nachiappan Subramanian & Angappa Gunasekaran & Lin Wu & Tinghua Shen, 2019. "Role of traditional Chinese philosophies and new product development under circular economy in private manufacturing enterprise performance," International Journal of Production Research, Taylor & Francis Journals, vol. 57(23), pages 7219-7234, December.
    24. Luk N. Van Wassenhove, 2019. "Sustainable Innovation: Pushing the Boundaries of Traditional Operations Management," Production and Operations Management, Production and Operations Management Society, vol. 28(12), pages 2930-2945, December.
    25. Paolo Rosa & Claudio Sassanelli & Andrea Urbinati & Davide Chiaroni & Sergio Terzi, 2020. "Assessing relations between Circular Economy and Industry 4.0: a systematic literature review," International Journal of Production Research, Taylor & Francis Journals, vol. 58(6), pages 1662-1687, March.
    26. Yao Chen & Fangruo Chen, 2019. "On the Competition between Two Modes of Product Recovery: Remanufacturing and Refurbishing," Production and Operations Management, Production and Operations Management Society, vol. 28(12), pages 2983-3001, December.
    27. Barbara V. Kasulaitis & Callie W. Babbitt & Andrew K. Krock, 2019. "Dematerialization and the Circular Economy: Comparing Strategies to Reduce Material Impacts of the Consumer Electronic Product Ecosystem," Journal of Industrial Ecology, Yale University, vol. 23(1), pages 119-132, February.
    28. Constance E. Helfat & Margaret A. Peteraf, 2003. "The dynamic resource‐based view: capability lifecycles," Strategic Management Journal, Wiley Blackwell, vol. 24(10), pages 997-1010, October.
    29. Neumann, W. Patrick & Winkelhaus, Sven & Grosse, Eric H. & Glock, C. H., 2021. "Industry 4.0 and the human factor – A systems framework and analysis methodology for successful development," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 124757, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    30. Yang Yang & Lujie Chen & Fu Jia & Zhiduan Xu, 2019. "Complementarity of circular economy practices: an empirical analysis of Chinese manufacturers," International Journal of Production Research, Taylor & Francis Journals, vol. 57(20), pages 6369-6384, October.
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    6. Richard Heininger & Thomas Ernst Jost & Christian Stary, 2023. "Enriching Socio-Technical Sustainability Intelligence through Sharing Autonomy," Sustainability, MDPI, vol. 15(3), pages 1-22, February.
    7. Abdul-Hamid, Asma-Qamaliah & Ali, Mohd Helmi & Osman, Lokhman Hakim & Tseng, Ming-Lang & Lim, Ming K., 2022. "Industry 4.0 quasi-effect between circular economy and sustainability: Palm oil industry," International Journal of Production Economics, Elsevier, vol. 253(C).

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