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Industry 4.0 and Sustainability Integration in the Supply Chains of Micro, Small, and Medium Enterprises through People, Process, and Technology within the Triple Bottom Line Perspective

Author

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  • Eduardo Augusto Machado

    (Industrial Engineering Department, Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro 22451-900, Brazil)

  • Luiz Felipe Scavarda

    (Industrial Engineering Department, Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro 22451-900, Brazil)

  • Rodrigo Goyannes Gusmão Caiado

    (Industrial Engineering Department, Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro 22451-900, Brazil)

  • Renan Silva Santos

    (Industrial Engineering Department, Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro 22451-900, Brazil)

Abstract

This study fills a crucial gap in the research on Micro, Small, and Medium Enterprises (MSMEs), with the main objective of proposing a framework to support the integration of Industry 4.0 (I4.0) and sustainability into the supply chains of MSMEs. This integration is accomplished by people, process, and technology (PPT) mechanisms, all while adopting the triple bottom line (TBL) perspective. A mixed-method approach was employed for this study, which included a scoping review of 147 publications, expert panels, focus groups, and a survey with 55 valid responses. The findings identified 32 key indicators linked to the primary barriers and enablers of I4.0 and sustainability integration (S-I4.0) in MSMEs’ supply chains. This study also highlighted the dominant barriers and enablers within the PPT mechanisms and TBL dimensions, and their causal relationships and influences. The results were synthesized into a novel S-I4.0 framework, separately applied to Micro and Small Enterprises (MSEs) and Medium Enterprises (MEs) due to company size-related variations. This study offers valuable insights for academics and provides practical guidelines to assist MSMEs in integrating I4.0 and sustainability into their supply chains. An important contribution concerns to the need to treat MSEs and MEs differently. These research results provide relevant and novel guidance for MSEs and MEs to accelerate the S-I4.0 adoption process, with an immediate impact on their supply chains.

Suggested Citation

  • Eduardo Augusto Machado & Luiz Felipe Scavarda & Rodrigo Goyannes Gusmão Caiado & Renan Silva Santos, 2024. "Industry 4.0 and Sustainability Integration in the Supply Chains of Micro, Small, and Medium Enterprises through People, Process, and Technology within the Triple Bottom Line Perspective," Sustainability, MDPI, vol. 16(3), pages 1-25, January.
  • Handle: RePEc:gam:jsusta:v:16:y:2024:i:3:p:1141-:d:1329050
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    References listed on IDEAS

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    1. Carboni, Oliviero A. & Medda, Giuseppe, 2021. "External R&D and product innovation: Is over-outsourcing an issue?," Economic Modelling, Elsevier, vol. 103(C).
    2. Shah, Syed Aamir Ali & Jajja, Muhammad Shakeel Sadiq & Chatha, Kamran Ali & Farooq, Sami, 2020. "Servitization and supply chain integration: An empirical analysis," International Journal of Production Economics, Elsevier, vol. 229(C).
    3. Philippe Mongeon & Adèle Paul-Hus, 2016. "The journal coverage of Web of Science and Scopus: a comparative analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 106(1), pages 213-228, January.
    4. Chen, Lujie & Jia, Fu & Li, Taiyu & Zhang, Tianyu, 2021. "Supply chain leadership and firm performance: A meta-analysis," International Journal of Production Economics, Elsevier, vol. 235(C).
    5. 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.
    6. Debra L. Truitt, 2011. "The Effect of Training and Development on Employee Attitude as it Relates to Training and Work Proficiency," SAGE Open, , vol. 1(3), pages 21582440114, October.
    7. Pietro De Giovanni, 2023. "Sustainability of the Metaverse: A Transition to Industry 5.0," Sustainability, MDPI, vol. 15(7), pages 1-29, March.
    8. Scott R. Colwell & Ashwin W. Joshi, 2013. "Corporate Ecological Responsiveness: Antecedent Effects of Institutional Pressure and Top Management Commitment and Their Impact on Organizational Performance," Business Strategy and the Environment, Wiley Blackwell, vol. 22(2), pages 73-91, February.
    9. Bai, Chunguang & Sarkis, Joseph, 2013. "A grey-based DEMATEL model for evaluating business process management critical success factors," International Journal of Production Economics, Elsevier, vol. 146(1), pages 281-292.
    10. David Moher & Alessandro Liberati & Jennifer Tetzlaff & Douglas G Altman & The PRISMA Group, 2009. "Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement," PLOS Medicine, Public Library of Science, vol. 6(7), pages 1-6, July.
    11. Rodrigo Goyannes Gusmão Caiado & Luiz Felipe Scavarda & Bruno Duarte Azevedo & Daniel Luiz de Mattos Nascimento & Osvaldo Luiz Gonçalves Quelhas, 2022. "Challenges and Benefits of Sustainable Industry 4.0 for Operations and Supply Chain Management—A Framework Headed toward the 2030 Agenda," Sustainability, MDPI, vol. 14(2), pages 1-26, January.
    12. Nagurney, Anna & Salarpour, Mojtaba & Daniele, Patrizia, 2019. "An integrated financial and logistical game theory model for humanitarian organizations with purchasing costs, multiple freight service providers, and budget, capacity, and demand constraints," International Journal of Production Economics, Elsevier, vol. 212(C), pages 212-226.
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