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Integrating the circular economy and industry 4.0 for sustainable development: Implications for responsible footwear production in a big data-driven world

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  • Dwivedi, Ashish
  • Moktadir, Md. Abdul
  • Chiappetta Jabbour, Charbel José
  • de Carvalho, Daniel Estima

Abstract

In the past few years, the implementation of a more sustainable mode of production has become necessary for manufacturing companies to thrive in the international business context. Professionals and researchers are also paying increasing attention to Industry 4.0 (I4.0) and big data, as well as Circular Economy (CE) concepts, due to the many advantages they can provide for the manufacturing industry. The purpose of the CE is the effective utilization of resources, and the I4.0 concept has been established to help achieve this objective and requires further exploration in the field of sustainable production. Research gaps exist in the literature regarding challenges to I4.0 and CE in terms of Sustainable Footwear Production (SFP) in emerging economies. Therefore, the purpose of this study is to deliver an original analysis of the most significant challenges regarding the interaction of I4.0 and CE for SFP. A comprehensive literature review is performed to establish the challenges to I4.0-CE for SFP in the context of emerging economies. Further, the challenges identified are prioritized based on the assessment of a real case study from the footwear industry. A mixed methodology (i.e., both qualitative and quantitative) is adopted to identify the cause-effect interactions among the identified challenges. The results of our analysis show that the five most important causal challenges obstructing the execution of SFP in the footwear industry are ‘deficient legislative-industry strategies towards SFP adoption’, ‘lack of competence in I4.0 and CE concepts for SFP adoption’, ‘understanding of synchronization among suppliers for attaining SFP’, ‘uncertain economic benefits of I4.0 and CE application for attaining SFP’ and ‘inadequate support for industries towards SFP efforts’. This study may be beneficial for industry managers, practitioners and decision makers to establish an understanding of I4.0-CE initiatives and to mitigate the most significant challenges regarding the successful implementation of I4.0-CE for SFP.

Suggested Citation

  • 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).
  • Handle: RePEc:eee:tefoso:v:175:y:2022:i:c:s0040162521007666
    DOI: 10.1016/j.techfore.2021.121335
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    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. 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. Vasja Roblek & Maja Meško & Alojz Krapež, 2016. "A Complex View of Industry 4.0," SAGE Open, , vol. 6(2), pages 21582440166, June.
    5. Raut, Rakesh D. & Narkhede, Balkrishna & Gardas, Bhaskar B., 2017. "To identify the critical success factors of sustainable supply chain management practices in the context of oil and gas industries: ISM approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 68(P1), pages 33-47.
    6. Gianmarco Bressanelli & Federico Adrodegari & Marco Perona & Nicola Saccani, 2018. "Exploring How Usage-Focused Business Models Enable Circular Economy through Digital Technologies," Sustainability, MDPI, vol. 10(3), pages 1-21, February.
    7. Frank, Alejandro Germán & Dalenogare, Lucas Santos & Ayala, Néstor Fabián, 2019. "Industry 4.0 technologies: Implementation patterns in manufacturing companies," International Journal of Production Economics, Elsevier, vol. 210(C), pages 15-26.
    8. Okechukwu Okorie & Konstantinos Salonitis & Fiona Charnley & Mariale Moreno & Christopher Turner & Ashutosh Tiwari, 2018. "Digitisation and the Circular Economy: A Review of Current Research and Future Trends," Energies, MDPI, vol. 11(11), pages 1-31, November.
    9. 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.
    10. Julian Marius Müller & Daniel Kiel & Kai-Ingo Voigt, 2018. "What Drives the Implementation of Industry 4.0? The Role of Opportunities and Challenges in the Context of Sustainability," Sustainability, MDPI, vol. 10(1), pages 1-24, January.
    11. Dabbous, Amal & Tarhini, Abbas, 2019. "Assessing the impact of knowledge and perceived economic benefits on sustainable consumption through the sharing economy: A sociotechnical approach," Technological Forecasting and Social Change, Elsevier, vol. 149(C).
    12. Guilherme Luz Tortorella & Diego Fettermann, 2018. "Implementation of Industry 4.0 and lean production in Brazilian manufacturing companies," International Journal of Production Research, Taylor & Francis Journals, vol. 56(8), pages 2975-2987, April.
    13. de Jesus, Ana & Mendonça, Sandro, 2018. "Lost in Transition? Drivers and Barriers in the Eco-innovation Road to the Circular Economy," Ecological Economics, Elsevier, vol. 145(C), pages 75-89.
    14. 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.
    15. Patricia van Loon & Luk N. Van Wassenhove, 2018. "Assessing the economic and environmental impact of remanufacturing: a decision support tool for OEM suppliers," International Journal of Production Research, Taylor & Francis Journals, vol. 56(4), pages 1662-1674, February.
    16. Chiappetta Jabbour, Charbel Jose & De Camargo Fiorini, Paula & Wong, Christina W.Y. & Jugend, Daniel & Lopes De Sousa Jabbour, Ana Beatriz & Roman Pais Seles, Bruno Michel & Paula Pinheiro, Marco Anto, 2020. "First-mover firms in the transition towards the sharing economy in metallic natural resource-intensive industries: Implications for the circular economy and emerging industry 4.0 technologies," Resources Policy, Elsevier, vol. 66(C).
    17. Daniel Kiel & Julian M. Müller & Christian Arnold & Kai-Ingo Voigt, 2017. "Sustainable Industrial Value Creation: Benefits And Challenges Of Industry 4.0," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 21(08), pages 1-34, December.
    18. Valentina De Marchi & Eleonora Di Maria, 2019. "Environmental Upgrading and Suppliers’ Agency in the Leather Global Value Chain," Sustainability, MDPI, vol. 11(23), pages 1-17, November.
    19. 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.
    20. Kirchherr, Julian & Reike, Denise & Hekkert, Marko, 2017. "Conceptualizing the circular economy: An analysis of 114 definitions," Resources, Conservation & Recycling, Elsevier, vol. 127(C), pages 221-232.
    21. Saqib Shamim & Shuang Cang & Hongnian Yu & Yun Li, 2017. "Examining the Feasibilities of Industry 4.0 for the Hospitality Sector with the Lens of Management Practice," Energies, MDPI, vol. 10(4), pages 1-19, April.
    22. Alfred Theorin & Kristofer Bengtsson & Julien Provost & Michael Lieder & Charlotta Johnsson & Thomas Lundholm & Bengt Lennartson, 2017. "An event-driven manufacturing information system architecture for Industry 4.0," International Journal of Production Research, Taylor & Francis Journals, vol. 55(5), pages 1297-1311, March.
    23. Cui, Li & Chan, Hing Kai & Zhou, Yizhuo & Dai, Jing & Lim, Jia Jia, 2019. "Exploring critical factors of green business failure based on Grey-Decision Making Trial and Evaluation Laboratory (DEMATEL)," Journal of Business Research, Elsevier, vol. 98(C), pages 450-461.
    24. Gupta, Shivam & Chen, Haozhe & Hazen, Benjamin T. & Kaur, Sarabjot & Santibañez Gonzalez, Ernesto D.R., 2019. "Circular economy and big data analytics: A stakeholder perspective," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 466-474.
    25. 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.
    26. Ren, Jingzheng & Liang, Hanwei & Dong, Liang & Gao, Zhiqiu & He, Chang & Pan, Ming & Sun, Lu, 2017. "Sustainable development of sewage sludge-to-energy in China: Barriers identification and technologies prioritization," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 384-396.
    27. Domenech, Teresa & Bahn-Walkowiak, Bettina, 2019. "Transition Towards a Resource Efficient Circular Economy in Europe: Policy Lessons From the EU and the Member States," Ecological Economics, Elsevier, vol. 155(C), pages 7-19.
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    2. Sjödin, David & Parida, Vinit & Kohtamäki, Marko, 2023. "Artificial intelligence enabling circular business model innovation in digital servitization: Conceptualizing dynamic capabilities, AI capacities, business models and effects," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
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    4. Magdalena Graczyk-Kucharska, 2023. "Sustainability in the Development of Green Organizations Based on the Example of Manufacturing Companies," Sustainability, MDPI, vol. 15(20), pages 1-15, October.
    5. Ahmad, Farhan & Bask, Anu & Laari, Sini & Robinson, Craig V., 2023. "Business management perspectives on the circular economy: Present state and future directions," Technological Forecasting and Social Change, Elsevier, vol. 187(C).

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