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A framework of digital technologies for the circular economy: Digital functions and mechanisms

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  • Qinglan Liu
  • Adriana Hofmann Trevisan
  • Miying Yang
  • Janaina Mascarenhas

Abstract

Digital technology is regarded as providing a promising means of moving production and consumption towards the circular economy. However, it is still unclear which functions of digital technologies are most useful to improving circularity, and how these functions could be used to enhance different circular economy strategies. This paper aims to address this knowledge gap by conducting a systematic literature review. After examining 174 papers, creating 782 original codes and 259 second‐round codes, the study identifies 13 critical functions of digital technologies which are most relevant to circular economy strategies. The paper then proposes a framework which reveals seven mechanisms of how these digital functions can enhance different circular economy strategies. The framework also reveals which combinations of the digital functions and circular economy strategies have already been studied extensively as well as where there may be gaps. This indicates which digital functions are more mature in terms of possible implementation for circular economy as well as what missing links there are in the empirical and theoretical research. The study advances the synergies between digital technologies and the circular economy paradigm through the lens of digital functions. The proposed framework and mechanisms build a theoretical foundation for future research, and we highlight five research areas for further studies. This study also provides a structured way for managers to explore the appropriate digital functions for their CE strategies, so as to identify required digital technologies and new value creation through digital functions.

Suggested Citation

  • 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.
  • Handle: RePEc:bla:bstrat:v:31:y:2022:i:5:p:2171-2192
    DOI: 10.1002/bse.3015
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    1. 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.
    2. Vivian S. C. Tunn & Ellis A. Van den Hende & Nancy M. P. Bocken & Jan P. L. Schoormans, 2021. "Consumer adoption of access‐based product‐service systems: The influence of duration of use and type of product," Business Strategy and the Environment, Wiley Blackwell, vol. 30(6), pages 2796-2813, September.
    3. 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).
    4. Simone Franzò & Andrea Urbinati & Davide Chiaroni & Vittorio Chiesa, 2021. "Unravelling the design process of business models from linear to circular: An empirical investigation," Business Strategy and the Environment, Wiley Blackwell, vol. 30(6), pages 2758-2772, September.
    5. Rehman, Muhammad Habib ur & Chang, Victor & Batool, Aisha & Wah, Teh Ying, 2016. "Big data reduction framework for value creation in sustainable enterprises," International Journal of Information Management, Elsevier, vol. 36(6), pages 917-928.
    6. 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.
    7. Qinglan Liu & Longjian Yang & Miying Yang, 2021. "Digitalisation for Water Sustainability: Barriers to Implementing Circular Economy in Smart Water Management," Sustainability, MDPI, vol. 13(21), pages 1-28, October.
    8. Basso, Bruno & Jones, James W. & Antle, John & Martinez-Feria, Rafael A. & Verma, Brahm, 2021. "Enabling circularity in grain production systems with novel technologies and policy," Agricultural Systems, Elsevier, vol. 193(C).
    9. Wisdom Kanda & Martin Geissdoerfer & Olof Hjelm, 2021. "From circular business models to circular business ecosystems," Business Strategy and the Environment, Wiley Blackwell, vol. 30(6), pages 2814-2829, September.
    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. Ahmed Zainul Abideen & Jaafar Pyeman & Veera Pandiyan Kaliani Sundram & Ming-Lang Tseng & Shahryar Sorooshian, 2021. "Leveraging Capabilities of Technology into a Circular Supply Chain to Build Circular Business Models: A State-of-the-Art Systematic Review," Sustainability, MDPI, vol. 13(16), pages 1-26, August.
    12. Nesrin Ada & Yigit Kazancoglu & Muruvvet Deniz Sezer & Cigdem Ede-Senturk & Idil Ozer & Mangey Ram, 2021. "Analyzing Barriers of Circular Food Supply Chains and Proposing Industry 4.0 Solutions," Sustainability, MDPI, vol. 13(12), pages 1-29, June.
    13. Paula Morella & María Pilar Lambán & Jesús Royo & Juan Carlos Sánchez & Lisbeth del Carmen Ng Corrales, 2020. "Development of a New Green Indicator and Its Implementation in a Cyber–Physical System for a Green Supply Chain," Sustainability, MDPI, vol. 12(20), pages 1-19, October.
    14. Ercan Oztemel & Samet Gursev, 2020. "Literature review of Industry 4.0 and related technologies," Journal of Intelligent Manufacturing, Springer, vol. 31(1), pages 127-182, January.
    15. 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.
    16. Anna Lütje & Martina Willenbacher & Martin Engelmann & Christian Kunisch & Volker Wohlgemuth, 2020. "Exploring the System Dynamics of Industrial Symbiosis (IS) with Machine Learning (ML) Techniques—A Framework for a Hybrid-Approach," Progress in IS, in: Rüdiger Schaldach & Karl-Heinz Simon & Jens Weismüller & Volker Wohlgemuth (ed.), Advances and New Trends in Environmental Informatics, pages 117-130, Springer.
    17. Wiebke Reim & David Sjödin & Vinit Parida, 2021. "Circular business model implementation: A capability development case study from the manufacturing industry," Business Strategy and the Environment, Wiley Blackwell, vol. 30(6), pages 2745-2757, September.
    18. Lange, Steffen & Pohl, Johanna & Santarius, Tilman, 2020. "Digitalization and energy consumption. Does ICT reduce energy demand?," Ecological Economics, Elsevier, vol. 176(C).
    19. Will McDowall & Yong Geng & Beijia Huang & Eva Barteková & Raimund Bleischwitz & Serdar Türkeli & René Kemp & Teresa Doménech, 2017. "Circular Economy Policies in China and Europe," Journal of Industrial Ecology, Yale University, vol. 21(3), pages 651-661, June.
    20. 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.
    21. Steve Evans & Doroteya Vladimirova & Maria Holgado & Kirsten Van Fossen & Miying Yang & Elisabete A. Silva & Claire Y. Barlow, 2017. "Business Model Innovation for Sustainability: Towards a Unified Perspective for Creation of Sustainable Business Models," Business Strategy and the Environment, Wiley Blackwell, vol. 26(5), pages 597-608, July.
    22. Jessica Rossi & Augusto Bianchini & Patricia Guarnieri, 2020. "Circular Economy Model Enhanced by Intelligent Assets from Industry 4.0: The Proposition of an Innovative Tool to Analyze Case Studies," Sustainability, MDPI, vol. 12(17), pages 1-22, September.
    23. Ramesh Subramoniam & Erik Sundin & Suresh Subramoniam & Donald Huisingh, 2021. "Riding the Digital Product Life Cycle Waves towards a Circular Economy," Sustainability, MDPI, vol. 13(16), pages 1-23, August.
    24. Andrew Whitmore & Anurag Agarwal & Li Xu, 2015. "The Internet of Things—A survey of topics and trends," Information Systems Frontiers, Springer, vol. 17(2), pages 261-274, April.
    25. Chris Turner & Mariale Moreno & Luigi Mondini & Konstantinos Salonitis & Fiona Charnley & Ashutosh Tiwari & Windo Hutabarat, 2019. "Sustainable Production in a Circular Economy: A Business Model for Re-Distributed Manufacturing," Sustainability, MDPI, vol. 11(16), pages 1-19, August.
    26. Maria Vetrova, 2021. "Closed Product Life Cycle as a Basis of the Circular Economy," GATR Journals jber198, Global Academy of Training and Research (GATR) Enterprise.
    27. Korhonen, Jouni & Honkasalo, Antero & Seppälä, Jyri, 2018. "Circular Economy: The Concept and its Limitations," Ecological Economics, Elsevier, vol. 143(C), pages 37-46.
    28. Gláucya Daú & Annibal Scavarda & Luiz Felipe Scavarda & Vivianne Julianelli Taveira Portugal, 2019. "The Healthcare Sustainable Supply Chain 4.0: The Circular Economy Transition Conceptual Framework with the Corporate Social Responsibility Mirror," Sustainability, MDPI, vol. 11(12), pages 1-19, June.
    29. Divya Tiwari & Jill Miscandlon & Ashutosh Tiwari & Geraint W. Jewell, 2021. "A Review of Circular Economy Research for Electric Motors and the Role of Industry 4.0 Technologies," Sustainability, MDPI, vol. 13(17), pages 1-19, August.
    30. Yang, Miying & Fu, Mingtao & Zhang, Zihan, 2021. "The adoption of digital technologies in supply chains: Drivers, process and impact," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    31. José Salvador da Motta Reis & Maximilian Espuny & Thaís Vieira Nunhes & Nilo Antonio de Souza Sampaio & Raine Isaksson & Fernando Celso de Campos & Otávio José de Oliveira, 2021. "Striding towards Sustainability: A Framework to Overcome Challenges and Explore Opportunities through Industry 4.0," Sustainability, MDPI, vol. 13(9), pages 1-28, May.
    32. Xiaoxia Chen & Mélanie Despeisse & Björn Johansson, 2020. "Environmental Sustainability of Digitalization in Manufacturing: A Review," Sustainability, MDPI, vol. 12(24), pages 1-31, December.
    33. 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.
    34. 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.
    35. Emilia Ingemarsdotter & Ella Jamsin & Gerd Kortuem & Ruud Balkenende, 2019. "Circular Strategies Enabled by the Internet of Things—A Framework and Analysis of Current Practice," Sustainability, MDPI, vol. 11(20), pages 1-37, October.
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    2. Filippo Vitolla & Vitiana L’Abate & Felice Petruzzella & Nicola Raimo & Antonio Salvi, 2023. "Circular Economy Disclosure in Sustainability Reporting: The Effect of Firm Characteristics," Sustainability, MDPI, vol. 15(3), pages 1-15, January.
    3. Gianmarco Bressanelli & Federico Adrodegari & Daniela C. A. Pigosso & Vinit Parida, 2022. "Towards the Smart Circular Economy Paradigm: A Definition, Conceptualization, and Research Agenda," Sustainability, MDPI, vol. 14(9), pages 1-20, April.
    4. Kayikci, Yasanur & Kazancoglu, Yigit & Gozacan-Chase, Nazlican & Lafci, Cisem & Batista, Luciano, 2022. "Assessing smart circular supply chain readiness and maturity level of small and medium-sized enterprises," Journal of Business Research, Elsevier, vol. 149(C), pages 375-392.
    5. Kanungo, Rama Prasad & Gupta, Suraksha & Patel, Parth & Prikshat, Verma & Liu, Rui, 2022. "Digital consumption and socio-normative vulnerability," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    6. Palash Saha & Subrata Talapatra & H. M. Belal & Victoria Jackson, 2022. "Unleashing the Potential of the TQM and Industry 4.0 to Achieve Sustainability Performance in the Context of a Developing Country," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(4), pages 495-513, December.
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    13. Päivi Luoma & Romana Rauter & Esko Penttinen & Anne Toppinen, 2023. "The value of data for environmental sustainability as perceived by the customers of a tissue‐paper supplier," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(6), pages 3110-3123, November.
    14. John Ayo Olaghere & Henry Egbezien Inegbedion & Faith Ogheneriode Osiobe, 2023. "The Implications of Digitalization in Retail Service Delivery on Circular Economy in Nigeria: An Exploratory Case Study," Sustainability, MDPI, vol. 15(17), pages 1-16, September.
    15. 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).
    16. Sorin-Daniel GHEORGHE, 2023. "Internet of Things and Circular Economy: A State-of-the-Art Review," Informatica Economica, Academy of Economic Studies - Bucharest, Romania, vol. 27(4), pages 44-60.
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