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Analyzing the integrated effect of circular economy, Lean Six Sigma, and Industry 4.0 on sustainable manufacturing performance from a practice‐based view perspective

Author

Listed:
  • Dounia Skalli
  • Abdelkabir Charkaoui
  • Anass Cherrafi
  • Jose Arturo Garza‐Reyes
  • Jiju Antony
  • Alireza Shokri

Abstract

This study explores the interplay linking Lean Six Sigma (LSS), the Circular Economy (CE) and Industry 4.0 technologies (I4.0T), and their impact alone or combined, on sustainable organizational performance (SOP) within manufacturing firms. Using the existing literature, six hypotheses are identified and then analyzed following the Structural Equation Modeling method with SmartPLS software. A survey was designed and administrated in the Moroccan context. Based on the results, it was found that LSS, CE and I4.0T have a positive effect on SOP. Moreover, I4.0T significantly impacts both LSS and SOP. However, I4.0T had no significant effect on CE. Furthermore, the results show that LSS has a positive mediation role as a driver for the successful implementation of I4.0T within the SOP. This study will enable manufacturing professionals to understand the determinants of sustainable performance helping them to define their future business strategies. Also, it sets the benchmark for companies looking to achieve sustainable objectives by integrating I4.0 technologies into CE practices and the LSS approach. This study is a first attempt to examine the link between LSS, CE and I4.0 to achieve high triple bottom line gains (environmental, social and economic) within companies considering Morocco, an emerging economy.

Suggested Citation

  • Dounia Skalli & Abdelkabir Charkaoui & Anass Cherrafi & Jose Arturo Garza‐Reyes & Jiju Antony & Alireza Shokri, 2024. "Analyzing the integrated effect of circular economy, Lean Six Sigma, and Industry 4.0 on sustainable manufacturing performance from a practice‐based view perspective," Business Strategy and the Environment, Wiley Blackwell, vol. 33(2), pages 1208-1226, February.
  • Handle: RePEc:bla:bstrat:v:33:y:2024:i:2:p:1208-1226
    DOI: 10.1002/bse.3546
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    1. Ahmed Ghaithan & Mohammed Khan & Awsan Mohammed & Laith Hadidi, 2021. "Impact of Industry 4.0 and Lean Manufacturing on the Sustainability Performance of Plastic and Petrochemical Organizations in Saudi Arabia," Sustainability, MDPI, vol. 13(20), pages 1-20, October.
    2. Sumit Gupta & Basai Prathipati & Govind Sharan Dangayach & Posinasetti Nageswara Rao & Sandeep Jagtap, 2022. "Development of a Structural Model for the Adoption of Industry 4.0 Enabled Sustainable Operations for Operational Excellence," Sustainability, MDPI, vol. 14(17), pages 1-10, September.
    3. Sarstedt, Marko & Ringle, Christian M. & Smith, Donna & Reams, Russell & Hair, Joseph F., 2014. "Partial least squares structural equation modeling (PLS-SEM): A useful tool for family business researchers," Journal of Family Business Strategy, Elsevier, vol. 5(1), pages 105-115.
    4. Sven-Vegard Buer & Jan Ola Strandhagen & Felix T. S. Chan, 2018. "The link between Industry 4.0 and lean manufacturing: mapping current research and establishing a research agenda," International Journal of Production Research, Taylor & Francis Journals, vol. 56(8), pages 2924-2940, April.
    5. Anass Cherrafi & Said Elfezazi & Kannan Govindan & Jose Arturo Garza-Reyes & Khalid Benhida & Ahmed Mokhlis, 2017. "A framework for the integration of Green and Lean Six Sigma for superior sustainability performance," International Journal of Production Research, Taylor & Francis Journals, vol. 55(15), pages 4481-4515, August.
    6. 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.
    7. Shivam Gupta & Sachin Modgil & Angappa Gunasekaran, 2020. "Big data in lean six sigma: a review and further research directions," International Journal of Production Research, Taylor & Francis Journals, vol. 58(3), pages 947-969, February.
    8. Tian, Meng & Chen, Yang & Tian, Guanghao & Huang, Wei & Hu, Chuan, 2023. "The role of digital transformation practices in the operations improvement in manufacturing firms: A practice-based view," International Journal of Production Economics, Elsevier, vol. 262(C).
    9. Ahmed M. Ghaithan & Yasser Alshammakhi & Awsan Mohammed & Khwaja Mateen Mazher, 2023. "Integrated Impact of Circular Economy, Industry 4.0, and Lean Manufacturing on Sustainability Performance of Manufacturing Firms," IJERPH, MDPI, vol. 20(6), pages 1-19, March.
    10. Dubey, Rameshwar & Bryde, David J. & Dwivedi, Yogesh K. & Graham, Gary & Foropon, Cyril, 2022. "Impact of artificial intelligence-driven big data analytics culture on agility and resilience in humanitarian supply chain: A practice-based view," International Journal of Production Economics, Elsevier, vol. 250(C).
    11. Gupta, Sumeet & Kim, Hee W., 2008. "Linking structural equation modeling to Bayesian networks: Decision support for customer retention in virtual communities," European Journal of Operational Research, Elsevier, vol. 190(3), pages 818-833, November.
    12. T. C. Edwin Cheng & Sachin S. Kamble & Amine Belhadi & Nelson Oly Ndubisi & Kee-hung Lai & Manoj Govind Kharat, 2022. "Linkages between big data analytics, circular economy, sustainable supply chain flexibility, and sustainable performance in manufacturing firms," International Journal of Production Research, Taylor & Francis Journals, vol. 60(22), pages 6908-6922, November.
    13. Costa, Luana Bonome Message & Godinho Filho, Moacir & Fredendall, Lawrence D. & Devós Ganga, Gilberto Miller, 2021. "Lean six sigma in the food industry: Construct development and measurement validation," International Journal of Production Economics, Elsevier, vol. 231(C).
    14. Liu, Yanping & Farooque, Muhammad & Lee, Chang-Hun & Gong, Yu & Zhang, Abraham, 2023. "Antecedents of circular manufacturing and its effect on environmental and financial performance: A practice-based view," International Journal of Production Economics, Elsevier, vol. 260(C).
    15. Cristina Ciliberto & Katarzyna Szopik‐Depczyńska & Małgorzata Tarczyńska‐Łuniewska & Alessandro Ruggieri & Giuseppe Ioppolo, 2021. "Enabling the Circular Economy transition: a sustainable lean manufacturing recipe for Industry 4.0," Business Strategy and the Environment, Wiley Blackwell, vol. 30(7), pages 3255-3272, November.
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