IDEAS home Printed from https://ideas.repec.org/a/eee/proeco/v245y2022ics0925527321003480.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0925527321003480
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.ijpe.2021.108372?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. 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).
    3. 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).
    4. 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).
    5. 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).
    6. Millar, Neal & McLaughlin, Eoin & Börger, Tobias, 2019. "The Circular Economy: Swings and Roundabouts?," Ecological Economics, Elsevier, vol. 158(C), pages 11-19.
    7. 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.
    8. 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.
    9. 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).
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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).
    16. 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.
    17. 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).
    18. 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.
    19. Korhonen, Jouni & Honkasalo, Antero & Seppälä, Jyri, 2018. "Circular Economy: The Concept and its Limitations," Ecological Economics, Elsevier, vol. 143(C), pages 37-46.
    20. 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.
    21. 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.
    22. 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).
    23. 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.
    24. 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.
    25. 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.
    26. 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).
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Alkaraan, Fadi & Elmarzouky, Mahmoud & Hussainey, Khaled & Venkatesh, V.G., 2023. "Sustainable strategic investment decision-making practices in UK companies: The influence of governance mechanisms on synergy between industry 4.0 and circular economy," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
    2. Govindan, Kannan, 2023. "How digitalization transforms the traditional circular economy to a smart circular economy for achieving SDGs and net zero," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 177(C).
    3. Saoussane Srhir & Anicia Jaegler & Jairo R. Montoya‐Torres, 2023. "Uncovering Industry 4.0 technology attributes in sustainable supply chain 4.0: A systematic literature review," Business Strategy and the Environment, Wiley Blackwell, vol. 32(7), pages 4143-4166, November.
    4. Behl, Abhishek & Singh, Ramandeep & Pereira, Vijay & Laker, Benjamin, 2023. "Analysis of Industry 4.0 and circular economy enablers: A step towards resilient sustainable operations management," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    5. 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).
    6. Prajapati, Dhirendra & Pratap, Saurabh & Zhang, Mengdi & Lakshay, & Huang, George Q., 2022. "Sustainable forward-reverse logistics for multi-product delivery and pickup in B2C E-commerce towards the circular economy," International Journal of Production Economics, Elsevier, vol. 253(C).
    7. 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.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Lopes de Sousa Jabbour, Ana Beatriz & Chiappetta Jabbour, Charbel Jose & Choi, Tsan-Ming & Latan, Hengky, 2022. "‘Better together’: Evidence on the joint adoption of circular economy and industry 4.0 technologies," International Journal of Production Economics, Elsevier, vol. 252(C).
    2. 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).
    3. Rodríguez-Espíndola, Oscar & Chowdhury, Soumyadeb & Dey, Prasanta Kumar & Albores, Pavel & Emrouznejad, Ali, 2022. "Analysis of the adoption of emergent technologies for risk management in the era of digital manufacturing," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
    4. Maryam Hina & Chetna Chauhan & Rajat Sharma & Amandeep Dhir, 2023. "Circular economy business models as pillars of sustainability: Where are we now, and where are we heading?," Business Strategy and the Environment, Wiley Blackwell, vol. 32(8), pages 6182-6209, December.
    5. Nadeem, Kashif & Wong, Sut I. & Za, Stefano & Venditti, Michelina, 2024. "Digital transformation and industry 4.0 employees: Empirical evidence from top digital nations," Technology in Society, Elsevier, vol. 76(C).
    6. Peerally, Jahan Ara & Santiago, Fernando & De Fuentes, Claudia & Moghavvemi, Sedigheh, 2022. "Towards a firm-level technological capability framework to endorse and actualize the Fourth Industrial Revolution in developing countries," Research Policy, Elsevier, vol. 51(10).
    7. Zhao, Nanyang & Hong, Jiangtao & Lau, Kwok Hung, 2023. "Impact of supply chain digitalization on supply chain resilience and performance: A multi-mediation model," International Journal of Production Economics, Elsevier, vol. 259(C).
    8. Laubengaier, Désirée A. & Cagliano, Raffaella & Canterino, Filomena, 2022. "It Takes Two to Tango: Analyzing the Relationship between Technological and Administrative Process Innovations in Industry 4.0," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    9. Chembessi Chedrak & Gohoungodji Paulin & Juste Rajaonson, 2023. "“A fine wine, better with age”: Circular economy historical roots and influential publications: A bibliometric analysis using Reference Publication Year Spectroscopy (RPYS)," Journal of Industrial Ecology, Yale University, vol. 27(6), pages 1593-1612, December.
    10. Tao, Zhibin & Chao, Jiaxiao, 2024. "Unlocking new opportunities in the industry 4.0 era, exploring the critical impact of digital technology on sustainable performance and the mediating role of GSCM practices," Innovation and Green Development, Elsevier, vol. 3(3).
    11. Rodrigues Dias, Veruska Mazza & Jugend, Daniel & de Camargo Fiorini, Paula & Razzino, Carlos do Amaral & Paula Pinheiro, Marco Antonio, 2022. "Possibilities for applying the circular economy in the aerospace industry: Practices, opportunities and challenges," Journal of Air Transport Management, Elsevier, vol. 102(C).
    12. Dwivedi, Ashish & Moktadir, Md. Abdul & Chiappetta Jabbour, Charbel José & de Carvalho, Daniel Estima, 2022. "Integrating the circular economy and industry 4.0 for sustainable development: Implications for responsible footwear production in a big data-driven world," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    13. Bimpizas-Pinis, Meletios & Calzolari, Tommaso & Genovese, Andrea, 2022. "Exploring the transition towards circular supply chains through the arcs of integration," International Journal of Production Economics, Elsevier, vol. 250(C).
    14. Arijit Bhattacharya & Shefali Srivastava & Abhijit Majumdar, 2024. "Circular supply chains in manufacturing—Quo vadis? Accomplishments, challenges and future opportunities," Business Strategy and the Environment, Wiley Blackwell, vol. 33(5), pages 4397-4423, July.
    15. Ahmadova, Gozal & Delgado-Márquez, Blanca L. & Pedauga, Luis E. & Leyva-de la Hiz, Dante I., 2022. "Too good to be true: The inverted U-shaped relationship between home-country digitalization and environmental performance," Ecological Economics, Elsevier, vol. 196(C).
    16. Luoma, Päivi & Penttinen, Esko & Tapio, Petri & Toppinen, Anne, 2022. "Future images of data in circular economy for textiles," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    17. Cannavacciuolo, Lorella & Ferraro, Giovanna & Ponsiglione, Cristina & Primario, Simonetta & Quinto, Ivana, 2023. "Technological innovation-enabling industry 4.0 paradigm: A systematic literature review," Technovation, Elsevier, vol. 124(C).
    18. Kristoffersen, Eivind & Mikalef, Patrick & Blomsma, Fenna & Li, Jingyue, 2021. "The effects of business analytics capability on circular economy implementation, resource orchestration capability, and firm performance," International Journal of Production Economics, Elsevier, vol. 239(C).
    19. Naveen Virmani & Prateek Saxena & Rakesh D. Raut, 2022. "Examining the roadblocks of circular economy adoption in micro, small, and medium enterprises (MSME) through sustainable development goals," Business Strategy and the Environment, Wiley Blackwell, vol. 31(7), pages 2908-2930, November.
    20. Behl, Abhishek & Singh, Ramandeep & Pereira, Vijay & Laker, Benjamin, 2023. "Analysis of Industry 4.0 and circular economy enablers: A step towards resilient sustainable operations management," Technological Forecasting and Social Change, Elsevier, vol. 189(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:proeco:v:245:y:2022:i:c:s0925527321003480. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/ijpe .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.