IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v175y2022ics0040162521007666.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162521007666
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.techfore.2021.121335?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. 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. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. Vasja Roblek & Maja Meško & Alojz Krapež, 2016. "A Complex View of Industry 4.0," SAGE Open, , vol. 6(2), pages 21582440166, June.
    19. 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.
    20. 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.
    21. 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.
    22. 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).
    23. 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.
    24. 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.
    25. 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).
    26. 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.
    27. 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.
    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. Idiano D’Adamo & Massimo Gastaldi, 2022. "Sustainable Development Goals: A Regional Overview Based on Multi-Criteria Decision Analysis," Sustainability, MDPI, vol. 14(15), pages 1-15, August.
    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).
    3. Kraus, Sascha & Kumar, Satish & Lim, Weng Marc & Kaur, Jaspreet & Sharma, Anuj & Schiavone, Francesco, 2023. "From moon landing to metaverse: Tracing the evolution of Technological Forecasting and Social Change," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    4. 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).
    5. 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.

    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. Kristoffersen, Eivind & Blomsma, Fenna & Mikalef, Patrick & Li, Jingyue, 2020. "The smart circular economy: A digital-enabled circular strategies framework for manufacturing companies," Journal of Business Research, Elsevier, vol. 120(C), pages 241-261.
    2. Kristoffersen, Eivind & Mikalef, Patrick & Blomsma, Fenna & Li, Jingyue, 2021. "Towards a business analytics capability for the circular economy," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    3. 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).
    4. Emanuele Gabriel Margherita & Alessio Maria Braccini, 2021. "Exploring Sustainable Value Creation of Industry 4.0 Technologies Within the Socio-technical Perspective: A Meta-review," Post-Print hal-03410741, HAL.
    5. 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.
    6. 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.
    7. Cui, Yongfeng & Liu, Wei & Rani, Pratibha & Alrasheedi, Melfi, 2021. "Internet of Things (IoT) adoption barriers for the circular economy using Pythagorean fuzzy SWARA-CoCoSo decision-making approach in the manufacturing sector," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    8. Davide Aloini & Riccardo Dulmin & Valeria Mininno & Alessandro Stefanini & Pierluigi Zerbino, 2020. "Driving the Transition to a Circular Economic Model: A Systematic Review on Drivers and Critical Success Factors in Circular Economy," Sustainability, MDPI, vol. 12(24), pages 1-14, December.
    9. 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).
    10. 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).
    11. Yasanur Kayikci & Yigit Kazancoglu & Nazlican Gozacan‐Chase & Cisem Lafci, 2022. "Analyzing the drivers of smart sustainable circular supply chain for sustainable development goals through stakeholder theory," Business Strategy and the Environment, Wiley Blackwell, vol. 31(7), pages 3335-3353, November.
    12. Bartoloni, Sara & Calò, Ernesto & Marinelli, Luca & Pascucci, Federica & Dezi, Luca & Carayannis, Elias & Revel, Gian Marco & Gregori, Gian Luca, 2022. "Towards designing society 5.0 solutions: The new Quintuple Helix - Design Thinking approach to technology," Technovation, Elsevier, vol. 113(C).
    13. 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).
    14. Barbara Aquilani & Michela Piccarozzi & Tindara Abbate & Anna Codini, 2020. "The Role of Open Innovation and Value Co-creation in the Challenging Transition from Industry 4.0 to Society 5.0: Toward a Theoretical Framework," Sustainability, MDPI, vol. 12(21), pages 1-21, October.
    15. Carlos Andrés Tavera Romero & Diego F. Castro & Jesús Hamilton Ortiz & Osamah Ibrahim Khalaf & Miguel A. Vargas, 2021. "Synergy between Circular Economy and Industry 4.0: A Literature Review," Sustainability, MDPI, vol. 13(8), pages 1-18, April.
    16. 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.
    17. 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).
    18. Cugno, Monica & Castagnoli, Rebecca & Büchi, Giacomo, 2021. "Openness to Industry 4.0 and performance: The impact of barriers and incentives," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    19. Nathalia Suchek & João J. Ferreira & Paula O. Fernandes, 2022. "A review of entrepreneurship and circular economy research: State of the art and future directions," Business Strategy and the Environment, Wiley Blackwell, vol. 31(5), pages 2256-2283, July.
    20. 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).

    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:175:y:2022:i:c:s0040162521007666. 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.