IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v189y2023ics0040162523000483.html
   My bibliography  Save this article

Analysis of Industry 4.0 and circular economy enablers: A step towards resilient sustainable operations management

Author

Listed:
  • Behl, Abhishek
  • Singh, Ramandeep
  • Pereira, Vijay
  • Laker, Benjamin

Abstract

Originating in Germany, Industry 4.0 quickly became the new standard with industries adopting it worldwide. However, in the hurry to become digitalized for increasing production and efficiency, industries have failed at embracing the sustainability aspect of production. With the rise in concern for environmental safety and the re-introduction of circular economy, the authors have identified the integration of I4.0 and CE as a strong research point for overcoming the obstacles in achieving sustainable operations management (SOM). The research explains the criticality of the integration of I4.0 and CE and how it is the next step in becoming sustainable and resilient in today's turbulent environment. The study incorporates a four-step hybrid methodology with the identification and validation of enablers as the first phase using the PRISMA statement and PF-Delphi technique respectively. The second phase employs the PF-AHP technique for calculating the criteria weights which are subsequently used in the third phase by applying PF-CoCoSo to rank the enablers in priority order. Lastly, sensitivity analysis is performed to check the robustness of the results. The paper identified service and policy framework as the most critical criteria and product lifecycle management as the highest priority enabler for achieving SOM. The authors have also put forward seven recommendations for industries looking to implement I4.0 and CE for SOM by taking instances from previous case studies.

Suggested Citation

  • 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).
  • Handle: RePEc:eee:tefoso:v:189:y:2023:i:c:s0040162523000483
    DOI: 10.1016/j.techfore.2023.122363
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162523000483
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2023.122363?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. Vasileios Rizos & Arno Behrens & Wytze Van der Gaast & Erwin Hofman & Anastasia Ioannou & Terri Kafyeke & Alexandros Flamos & Roberto Rinaldi & Sotiris Papadelis & Martin Hirschnitz-Garbers & Corrado , 2016. "Implementation of Circular Economy Business Models by Small and Medium-Sized Enterprises (SMEs): Barriers and Enablers," Sustainability, MDPI, vol. 8(11), pages 1-18, November.
    2. Fernando E. Garcia-Muiña & Rocío González-Sánchez & Anna Maria Ferrari & Davide Settembre-Blundo, 2018. "The Paradigms of Industry 4.0 and Circular Economy as Enabling Drivers for the Competitiveness of Businesses and Territories: The Case of an Italian Ceramic Tiles Manufacturing Company," Social Sciences, MDPI, vol. 7(12), pages 1-31, December.
    3. Seyed Meysam Khoshnava & Raheleh Rostami & Rosli Mohamad Zin & Dalia Štreimikienė & Alireza Yousefpour & Wadim Strielkowski & Abbas Mardani, 2019. "Aligning the Criteria of Green Economy (GE) and Sustainable Development Goals (SDGs) to Implement Sustainable Development," Sustainability, MDPI, vol. 11(17), pages 1-23, August.
    4. Gautam Dutta & Ravinder Kumar & Rahul Sindhwani & Rajesh Kr. Singh, 2021. "Digitalization priorities of quality control processes for SMEs: a conceptual study in perspective of Industry 4.0 adoption," Journal of Intelligent Manufacturing, Springer, vol. 32(6), pages 1679-1698, August.
    5. Caiado, Rodrigo Goyannes Gusmão & Scavarda, Luiz Felipe & Gavião, Luiz Octávio & Ivson, Paulo & Nascimento, Daniel Luiz de Mattos & Garza-Reyes, Jose Arturo, 2021. "A fuzzy rule-based industry 4.0 maturity model for operations and supply chain management," International Journal of Production Economics, Elsevier, vol. 231(C).
    6. ., 2018. "The fourth industrial revolution," Chapters, in: Industrial Policy for the Manufacturing Revolution, chapter 3, pages 49-78, Edward Elgar Publishing.
    7. Sony, Michael & Naik, Subhash, 2020. "Industry 4.0 integration with socio-technical systems theory: A systematic review and proposed theoretical model," Technology in Society, Elsevier, vol. 61(C).
    8. Sindhwani, Rahul & Singh, Punj Lata & Behl, Abhishek & Afridi, Mohd. Shayan & Sammanit, Debaroti & Tiwari, Aviral Kumar, 2022. "Modeling the critical success factors of implementing net zero emission (NZE) and promoting resilience and social value creation," Technological Forecasting and Social Change, Elsevier, vol. 181(C).
    9. Anil Kumar & Edmundas Kazimieras Zavadskas & Sachin Kumar Mangla & Varun Agrawal & Kartik Sharma & Divyanshu Gupta, 2019. "When risks need attention: adoption of green supply chain initiatives in the pharmaceutical industry," International Journal of Production Research, Taylor & Francis Journals, vol. 57(11), pages 3554-3576, June.
    10. Sehrish Atif & Shehzad Ahmed & Muhammad Wasim & Bassam Zeb & Zeeshan Pervez & Lorraine Quinn, 2021. "Towards a Conceptual Development of Industry 4.0, Servitisation, and Circular Economy: A Systematic Literature Review," Sustainability, MDPI, vol. 13(11), pages 1-27, June.
    11. Korhonen, Jouni & Honkasalo, Antero & Seppälä, Jyri, 2018. "Circular Economy: The Concept and its Limitations," Ecological Economics, Elsevier, vol. 143(C), pages 37-46.
    12. Dixit, Aasheesh & Jakhar, Suresh Kumar & Kumar, Patanjal, 2022. "Does lean and sustainable manufacturing lead to Industry 4.0 adoption: The mediating role of ambidextrous innovation capabilities," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    13. 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.
    14. Tsan‐Ming Choi & Stein W. Wallace & Yulan Wang, 2018. "Big Data Analytics in Operations Management," Production and Operations Management, Production and Operations Management Society, vol. 27(10), pages 1868-1883, October.
    15. Paiola, Marco & Schiavone, Francesco & Khvatova, Tatiana & Grandinetti, Roberto, 2021. "Prior knowledge, industry 4.0 and digital servitization. An inductive framework," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    16. Bag, Surajit & Pretorius, Jan Ham Christiaan & Gupta, Shivam & Dwivedi, Yogesh K., 2021. "Role of institutional pressures and resources in the adoption of big data analytics powered artificial intelligence, sustainable manufacturing practices and circular economy capabilities," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    17. 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.
    18. Abbas Mardani & Ahmad Jusoh & Edmundas Kazimieras Zavadskas & Fausto Cavallaro & Zainab Khalifah, 2015. "Sustainable and Renewable Energy: An Overview of the Application of Multiple Criteria Decision Making Techniques and Approaches," Sustainability, MDPI, vol. 7(10), pages 1-38, October.
    19. Min Xu & Jeanne M. David & Suk Hi Kim, 2018. "The Fourth Industrial Revolution: Opportunities and Challenges," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 9(2), pages 90-95, April.
    20. Sindhwani, Rahul & Afridi, Shayan & Kumar, Anil & Banaitis, Audrius & Luthra, Sunil & Singh, Punj Lata, 2022. "Can industry 5.0 revolutionize the wave of resilience and social value creation? A multi-criteria framework to analyze enablers," Technology in Society, Elsevier, vol. 68(C).
    21. 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).
    22. Morteza Yazdani & Pascale Zaraté & Edmundas Kazimieras Zavadskas & Zenonas Turskis, 2019. "A Combined Compromise Solution (CoCoSo) method for multi-criteria decision-making problems," Post-Print hal-02879091, HAL.
    23. Chang, Rui-Dong & Zuo, Jian & Zhao, Zhen-Yu & Zillante, George & Gan, Xiao-Long & Soebarto, Veronica, 2017. "Evolving theories of sustainability and firms: History, future directions and implications for renewable energy research," Renewable and Sustainable Energy Reviews, Elsevier, vol. 72(C), pages 48-56.
    24. Abhishek Behl & Paridhi Rathi & V.V. Ajith Kumar, 2018. "Sustainability of the Indian auto rickshaw sector: identification of enablers and their interrelationship using TISM," International Journal of Services and Operations Management, Inderscience Enterprises Ltd, vol. 31(2), pages 137-168.
    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. 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).
    27. Mangla, Sachin Kumar & Kumar, Pradeep & Barua, Mukesh Kumar, 2015. "Risk analysis in green supply chain using fuzzy AHP approach: A case study," Resources, Conservation & Recycling, Elsevier, vol. 104(PB), pages 375-390.
    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. Gnekpe, Christian & Plantec, Quentin, 2023. "Regulatory push-pull and technological knowledge dynamics of circular economy innovation," Technological Forecasting and Social Change, Elsevier, vol. 196(C).

    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. Qinglan Liu & Adriana Hofmann Trevisan & Miying Yang & Janaina Mascarenhas, 2022. "A framework of digital technologies for the circular economy: Digital functions and mechanisms," Business Strategy and the Environment, Wiley Blackwell, vol. 31(5), pages 2171-2192, July.
    2. Sindhwani, Rahul & Afridi, Shayan & Kumar, Anil & Banaitis, Audrius & Luthra, Sunil & Singh, Punj Lata, 2022. "Can industry 5.0 revolutionize the wave of resilience and social value creation? A multi-criteria framework to analyze enablers," Technology in Society, Elsevier, vol. 68(C).
    3. 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).
    4. 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).
    5. 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).
    6. Rohit Agrawal & Vishal A. Wankhede & Anil Kumar & Sunil Luthra, 2021. "Analysing the roadblocks of circular economy adoption in the automobile sector: Reducing waste and environmental perspectives," Business Strategy and the Environment, Wiley Blackwell, vol. 30(2), pages 1051-1066, February.
    7. Bruno Michel Roman Pais Seles & Janaina Mascarenhas & Ana Beatriz Lopes de Sousa Jabbour & Adriana Hoffman Trevisan, 2022. "Smoothing the circular economy transition: The role of resources and capabilities enablers," Business Strategy and the Environment, Wiley Blackwell, vol. 31(4), pages 1814-1837, May.
    8. Jose García‐Quevedo & Elisenda Jové‐Llopis & Ester Martínez‐Ros, 2020. "Barriers to the circular economy in European small and medium‐sized firms," Business Strategy and the Environment, Wiley Blackwell, vol. 29(6), pages 2450-2464, September.
    9. Graziela Darla Araujo Galvão & Steve Evans & Paulo Sergio Scoleze Ferrer & Marly Monteiro de Carvalho, 2022. "Circular business model: Breaking down barriers towards sustainable development," Business Strategy and the Environment, Wiley Blackwell, vol. 31(4), pages 1504-1524, May.
    10. Marcelo Werneck Barbosa, 2022. "A Critical Appraisal of Review Studies in Circular Economy: a Tertiary Study," Circular Economy and Sustainability,, Springer.
    11. Rodríguez-Espíndola, Oscar & Cuevas-Romo, Ana & Chowdhury, Soumyadeb & Díaz-Acevedo, Natalie & Albores, Pavel & Despoudi, Stella & Malesios, Chrisovalantis & Dey, Prasanta, 2022. "The role of circular economy principles and sustainable-oriented innovation to enhance social, economic and environmental performance: Evidence from Mexican SMEs," International Journal of Production Economics, Elsevier, vol. 248(C).
    12. Jing Shao & Cedric Aneye & Alyona Kharitonova & Wei Fang, 2023. "Essential innovation capability of producer‐service enterprises towards circular business model: Motivators and barriers," Business Strategy and the Environment, Wiley Blackwell, vol. 32(7), pages 4548-4567, November.
    13. Yamoah, Fred A. & Sivarajah, Uthayasankar & Mahroof, Kamran & Peña, Iker González, 2022. "Demystifying corporate inertia towards transition to circular economy: A management frame of reference," International Journal of Production Economics, Elsevier, vol. 244(C).
    14. José María Martín Martín & Sara Calvo Martínez & José Manuel Guaita Martínez & Domingo Enrique Ribeiro Soriano, 2022. "RETRACTED ARTICLE: Qualitative analysis on the driving force behind upcycling practices associated with mobile applications: Circular economy perspective," Operations Management Research, Springer, vol. 15(3), pages 647-661, December.
    15. Miha Dominko & Kaja Primc & Renata Slabe-Erker & Barbara Kalar, 2023. "A bibliometric analysis of circular economy in the fields of business and economics: towards more action-oriented research," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(7), pages 5797-5830, July.
    16. Chauhan, Chetna & Parida, Vinit & Dhir, Amandeep, 2022. "Linking circular economy and digitalisation technologies: A systematic literature review of past achievements and future promises," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
    17. Nesrin Ada & Yigit Kazancoglu & Muruvvet Deniz Sezer & Cigdem Ede-Senturk & Idil Ozer & Mangey Ram, 2021. "Analyzing Barriers of Circular Food Supply Chains and Proposing Industry 4.0 Solutions," Sustainability, MDPI, vol. 13(12), pages 1-29, June.
    18. Sindhwani, Rahul & Singh, Punj Lata & Behl, Abhishek & Afridi, Mohd. Shayan & Sammanit, Debaroti & Tiwari, Aviral Kumar, 2022. "Modeling the critical success factors of implementing net zero emission (NZE) and promoting resilience and social value creation," Technological Forecasting and Social Change, Elsevier, vol. 181(C).
    19. Ashish Dwivedi & Sanjoy Kumar Paul, 2022. "A framework for digital supply chains in the era of circular economy: Implications on environmental sustainability," Business Strategy and the Environment, Wiley Blackwell, vol. 31(4), pages 1249-1274, May.
    20. Soni, Vivek & Gnekpe, Christian & Roux, Mélanie & Anand, Rashmi & Vann Yaroson, Emilia & Kumar Banwet, Devinder, 2023. "Adaptive distributed leadership and circular economy adoption by emerging SMEs," Journal of Business Research, Elsevier, vol. 156(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:tefoso:v:189:y:2023:i:c:s0040162523000483. 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.sciencedirect.com/science/journal/00401625 .

    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.