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Digitisation and the Circular Economy: A Review of Current Research and Future Trends

Author

Listed:
  • Okechukwu Okorie

    (School of Aerospace, Transport and Manufacturing, Cranfield University, Bedfordshire MK43 0AL, UK)

  • Konstantinos Salonitis

    (School of Aerospace, Transport and Manufacturing, Cranfield University, Bedfordshire MK43 0AL, UK)

  • Fiona Charnley

    (Centre for Competitive Design, School of Water, Energy and Environment, Cranfield University, Bedfordshire MK43 0AL, UK)

  • Mariale Moreno

    (Centre for Competitive Design, School of Water, Energy and Environment, Cranfield University, Bedfordshire MK43 0AL, UK)

  • Christopher Turner

    (Rik Medik Building, Surrey Business School, University of Surrey, Surrey GU2 7XH, UK)

  • Ashutosh Tiwari

    (Amy Johnson Building, Department of Automatic Control & Systems Engineering, The University of Sheffield, Portobello Street, Sheffield S1 3JD, UK)

Abstract

Since it first appeared in literature in the early nineties, the Circular Economy (CE) has grown in significance amongst academic, policymaking, and industry groups. The latest developments in the CE field have included the interrogation of CE as a paradigm, and its relationship with sustainability and other concepts, including iterative definitions. Research has also identified a significant opportunity to apply circular approaches to our rapidly changing industrial system, including manufacturing processes and Industry 4.0 (I4.0) which, with data, is enabling the latest advances in digital technologies (DT). Research which fuses these two areas has not been extensively explored. This is the first paper to provide a synergistic and integrative CE-DT framework which offers directions for policymakers and guidance for future research through a review of the integrated fields of CE and I4.0. To achieve this, a Systematic Literature Review (SLR; n = 174) of the empirical literature related to digital technologies, I4.0, and circular approaches is conducted. The SLR is based on peer-reviewed articles published between 2000 and early 2018. This paper also summarizes the current trends in CE research related to manufacturing. The findings confirm that while CE research has been on the increase, research on digital technologies to enable a CE is still relatively untouched. While the “interdisciplinarity” of CE research is well-known, the findings reveal that a substantial percentage is engineering-focused. The paper concludes by proposing a synergistic and integrative CE-DT framework for future research developed from the gaps in the current research landscape.

Suggested Citation

  • 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.
  • Handle: RePEc:gam:jeners:v:11:y:2018:i:11:p:3009-:d:179983
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    References listed on IDEAS

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    1. Fenna Blomsma & Geraldine Brennan, 2017. "The Emergence of Circular Economy: A New Framing Around Prolonging Resource Productivity," Journal of Industrial Ecology, Yale University, vol. 21(3), pages 603-614, June.
    2. Eric von Hippel, 1986. "Lead Users: A Source of Novel Product Concepts," Management Science, INFORMS, vol. 32(7), pages 791-805, July.
    3. Pedro Núñez-Cacho & Valentín Molina-Moreno & Francisco A. Corpas-Iglesias & Francisco J. Cortés-García, 2018. "Family Businesses Transitioning to a Circular Economy Model: The Case of “Mercadona”," Sustainability, MDPI, vol. 10(2), pages 1-19, February.
    4. Huutoniemi, Katri & Klein, Julie Thompson & Bruun, Henrik & Hukkinen, Janne, 2010. "Analyzing interdisciplinarity: Typology and indicators," Research Policy, Elsevier, vol. 39(1), pages 79-88, February.
    5. Kaplan, Sarah & Tripsas, Mary, 2008. "Thinking about technology: Applying a cognitive lens to technical change," Research Policy, Elsevier, vol. 37(5), pages 790-805, June.
    6. de Vries, Bert J.M. & Petersen, Arthur C., 2009. "Conceptualizing sustainable development: An assessment methodology connecting values, knowledge, worldviews and scenarios," Ecological Economics, Elsevier, vol. 68(4), pages 1006-1019, February.
    7. Wen-Hsien Tsai, 2018. "Green Production Planning and Control for the Textile Industry by Using Mathematical Programming and Industry 4.0 Techniques," Energies, MDPI, vol. 11(8), pages 1-24, August.
    8. Donato Masi & Steven Day & Janet Godsell, 2017. "Supply Chain Configurations in the Circular Economy: A Systematic Literature Review," Sustainability, MDPI, vol. 9(9), pages 1-22, September.
    9. Taylor, Margaret & Taylor, Andrew, 2012. "The technology life cycle: Conceptualization and managerial implications," International Journal of Production Economics, Elsevier, vol. 140(1), pages 541-553.
    10. Roehrich, Jens K. & Lewis, Michael A. & George, Gerard, 2014. "Are public–private partnerships a healthy option? A systematic literature review," Social Science & Medicine, Elsevier, vol. 113(C), pages 110-119.
    11. Zengwei Yuan & Jun Bi & Yuichi Moriguichi, 2006. "The Circular Economy: A New Development Strategy in China," Journal of Industrial Ecology, Yale University, vol. 10(1‐2), pages 4-8, January.
    12. Jan Holmström & Matthias Holweg & Siavash H. Khajavi & Jouni Partanen, 2016. "The direct digital manufacturing (r)evolution: definition of a research agenda," Operations Management Research, Springer, vol. 9(1), pages 1-10, June.
    13. Sheng, Jie & Amankwah-Amoah, Joseph & Wang, Xiaojun, 2017. "A multidisciplinary perspective of big data in management research," International Journal of Production Economics, Elsevier, vol. 191(C), pages 97-112.
    14. Philip M. Podsakoff & Scott B. MacKenzie & Daniel G. Bachrach & Nathan P. Podsakoff, 2005. "The influence of management journals in the 1980s and 1990s," Strategic Management Journal, Wiley Blackwell, vol. 26(5), pages 473-488, May.
    15. Gustavo Cattelan Nobre & Elaine Tavares, 2017. "Scientific literature analysis on big data and internet of things applications on circular economy: a bibliometric study," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(1), pages 463-492, April.
    16. Zuo, Zhiya & Zhao, Kang, 2018. "The more multidisciplinary the better? – The prevalence and interdisciplinarity of research collaborations in multidisciplinary institutions," Journal of Informetrics, Elsevier, vol. 12(3), pages 736-756.
    17. 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.
    18. Cerchione, Roberto & Esposito, Emilio, 2016. "A systematic review of supply chain knowledge management research: State of the art and research opportunities," International Journal of Production Economics, Elsevier, vol. 182(C), pages 276-292.
    19. Thelwall, Mike, 2018. "Dimensions: A competitor to Scopus and the Web of Science?," Journal of Informetrics, Elsevier, vol. 12(2), pages 430-435.
    20. Alan Murray & Keith Skene & Kathryn Haynes, 2017. "The Circular Economy: An Interdisciplinary Exploration of the Concept and Application in a Global Context," Journal of Business Ethics, Springer, vol. 140(3), pages 369-380, February.
    21. Dalenogare, Lucas Santos & Benitez, Guilherme Brittes & Ayala, Néstor Fabián & Frank, Alejandro Germán, 2018. "The expected contribution of Industry 4.0 technologies for industrial performance," International Journal of Production Economics, Elsevier, vol. 204(C), pages 383-394.
    22. 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.
    23. Clark, William & Crutzen, Paul J. & Schellnhuber, Hans J., 2005. "Science for Global Sustainability: Toward a New Paradigm," Working Paper Series rwp05-032, Harvard University, John F. Kennedy School of Government.
    24. Mateusz Lewandowski, 2016. "Designing the Business Models for Circular Economy—Towards the Conceptual Framework," Sustainability, MDPI, vol. 8(1), pages 1-28, January.
    25. Valentín Molina-Moreno & Juan Carlos Leyva-Díaz & Jorge Sánchez-Molina, 2016. "Pellet as a Technological Nutrient within the Circular Economy Model: Comparative Analysis of Combustion Efficiency and CO and NO x Emissions for Pellets from Olive and Almond Trees," Energies, MDPI, vol. 9(10), pages 1-16, September.
    26. L K Chu & Y Shi & S Lin & D Sculli & J Ni, 2010. "Fuzzy chance-constrained programming model for a multi-echelon reverse logistics network for household appliances," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(4), pages 551-560, April.
    27. William C. Clark & Paul J. Crutzen & Hans J. Schnellnhuber, 2005. "Science for Global Sustainability: Toward a New Paradigm," CID Working Papers 120, Center for International Development at Harvard University.
    28. Homi Kharas, 2010. "The Emerging Middle Class in Developing Countries," OECD Development Centre Working Papers 285, OECD Publishing.
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