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

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  1. Tina Wiegand & Martin Wynn, 2023. "Sustainability, the Circular Economy and Digitalisation in the German Textile and Clothing Industry," Sustainability, MDPI, vol. 15(11), pages 1-30, June.
  2. Simone Ferrari & Milad Zoghi & Giancarlo Paganin & Giuliano Dall’O’, 2023. "A Practical Review to Support the Implementation of Smart Solutions within Neighbourhood Building Stock," Energies, MDPI, vol. 16(15), pages 1-35, July.
  3. 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.
  4. 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.
  5. Alkaraan, Fadi & Albitar, Khaldoon & Hussainey, Khaled & Venkatesh, VG, 2022. "Corporate transformation toward Industry 4.0 and financial performance: The influence of environmental, social, and governance (ESG)," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
  6. Sehrish Atif, 2023. "Analysing the alignment between circular economy and industry 4.0 nexus with industry 5.0 era: An integrative systematic literature review," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(4), pages 2155-2175, August.
  7. Manera, Maria & Quatraro, Francesco, 2025. "Mapping European Circular Economy Patents Using Advanced Natural Language Processing Models," Department of Economics and Statistics Cognetti de Martiis LEI & BRICK - Laboratory of Economics of Innovation "Franco Momigliano", Bureau of Research in Innovation, Complexity and Knowledge, Collegio 202501, University of Turin.
  8. Münch, Christopher & Marx, Emanuel & Benz, Lukas & Hartmann, Evi & Matzner, Martin, 2022. "Capabilities of digital servitization: Evidence from the socio-technical systems theory," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
  9. Martin Wynn & Peter Jones, 2022. "Digital Technology Deployment and the Circular Economy," Sustainability, MDPI, vol. 14(15), pages 1-15, July.
  10. Han, Linlin & Shan, Zidan & Lei, Ming & Long, Suwan(Cheng), 2024. "A comparative study of international and Chinese digitization from the perspective of mapping knowledge domains," International Review of Economics & Finance, Elsevier, vol. 89(PB), pages 93-113.
  11. Usama Awan & Robert Sroufe & Muhammad Shahbaz, 2021. "Industry 4.0 and the circular economy: A literature review and recommendations for future research," Business Strategy and the Environment, Wiley Blackwell, vol. 30(4), pages 2038-2060, May.
  12. Okechukwu Okorie & Fiona Charnley & Jennifer Russell & Ashutosh Tiwari & Mariale Moreno, 2021. "Circular business models in high value manufacturing: Five industry cases to bridge theory and practice," Business Strategy and the Environment, Wiley Blackwell, vol. 30(4), pages 1780-1802, May.
  13. Adriane Cavalieri & João Reis & Marlene Amorim, 2021. "Circular Economy and Internet of Things: Mapping Science of Case Studies in Manufacturing Industry," Sustainability, MDPI, vol. 13(6), pages 1-32, March.
  14. Biman Darshana Hettiarachchi & Stefan Seuring & Marcus Brandenburg, 2022. "Industry 4.0-driven operations and supply chains for the circular economy: a bibliometric analysis," Operations Management Research, Springer, vol. 15(3), pages 858-878, December.
  15. Chiou-Wen Chen & Chih Huang, 2023. "Research on Economic Theory Under the Operation of Business Model 4.0," SAGE Open, , vol. 13(1), pages 21582440231, March.
  16. 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).
  17. Katarzyna Grzybowska, 2021. "Identification and Classification of Global Theoretical Trends and Supply Chain Development Directions," Energies, MDPI, vol. 14(15), pages 1-19, July.
  18. Damoon Razmjooei & Moslem Alimohammadlou & Habib-Allah Ranaei Kordshouli & Kazem Askarifar, 2024. "A bibliometric analysis of the literature on circular economy and sustainability in maritime studies," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(3), pages 5509-5536, March.
  19. Sultan Çetin & Catherine De Wolf & Nancy Bocken, 2021. "Circular Digital Built Environment: An Emerging Framework," Sustainability, MDPI, vol. 13(11), pages 1-34, June.
  20. 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).
  21. Olga Lingaitienė & Aurelija Burinskienė, 2021. "Core Elements towards Circularity: Evidence from the European Countries," Sustainability, MDPI, vol. 13(16), pages 1-16, August.
  22. 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).
  23. Krzysztof Ejsmont & Bartlomiej Gladysz & Aldona Kluczek, 2020. "Impact of Industry 4.0 on Sustainability—Bibliometric Literature Review," Sustainability, MDPI, vol. 12(14), pages 1-29, July.
  24. W. A. M. A. N. Illankoon & Chiara Milanese & Maria Cristina Collivignarelli & Sabrina Sorlini, 2023. "Value Chain Analysis of Rice Industry by Products in a Circular Economy Context: A Review," Waste, MDPI, vol. 1(2), pages 1-37, April.
  25. Zeyan Miao & Guohao Zhao, 2023. "Impacts of Digital Information Management Systems on Green Transformation of Manufacturing Enterprises," IJERPH, MDPI, vol. 20(3), pages 1-20, January.
  26. 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.
  27. Kebir Mohammed Jemal & Marzhan Kabzhassarova & Ramazan Shaimkhanov & Dinara Dikhanbayeva & Ali Turkyilmaz & Serdar Durdyev & Ferhat Karaca, 2023. "Facilitating Circular Economy Strategies Using Digital Construction Tools: Framework Development," Sustainability, MDPI, vol. 15(1), pages 1-16, January.
  28. Mohd Bilal Naim Shaikh & Mohammed Ali & Umer Masood Chaudry & Muhammad Kashif Khan, 2024. "Metrics for Sustainability and Circular Economy Practices in Context to Modern Manufacturing Environment," Circular Economy and Sustainability, Springer, vol. 4(3), pages 2073-2091, September.
  29. Yafeng Han & Tetiana Shevchenko & Bernard Yannou & Meisam Ranjbari & Zahra Shams Esfandabadi & Michael Saidani & Ghada Bouillass & Kseniia Bliumska-Danko & Guohou Li, 2023. "Exploring How Digital Technologies Enable a Circular Economy of Products," Sustainability, MDPI, vol. 15(3), pages 1-20, January.
  30. Fernando E. Garcia-Muiña & Rocío González-Sánchez & Anna Maria Ferrari & Lucrezia Volpi & Martina Pini & Cristina Siligardi & Davide Settembre-Blundo, 2019. "Identifying the Equilibrium Point between Sustainability Goals and Circular Economy Practices in an Industry 4.0 Manufacturing Context Using Eco-Design," Social Sciences, MDPI, vol. 8(8), pages 1-22, August.
  31. Archana A Mukherjee & Rajesh Kumar Singh & Ruchi Mishra & Surajit Bag, 2022. "Application of blockchain technology for sustainability development in agricultural supply chain: justification framework," Operations Management Research, Springer, vol. 15(1), pages 46-61, June.
  32. Muhammad Salman Pathan & Edana Richardson & Edgar Galvan & Peter Mooney, 2023. "The Role of Artificial Intelligence within Circular Economy Activities—A View from Ireland," Sustainability, MDPI, vol. 15(12), pages 1-18, June.
  33. Chiara Magrini & Jana Nicolas & Holger Berg & Alberto Bellini & Enrico Paolini & Nazarena Vincenti & Luca Campadello & Alessandra Bonoli, 2021. "Using Internet of Things and Distributed Ledger Technology for Digital Circular Economy Enablement: The Case of Electronic Equipment," Sustainability, MDPI, vol. 13(9), pages 1-19, April.
  34. Filippo Marchelli & Giorgio Rovero & Massimo Curti & Elisabetta Arato & Barbara Bosio & Cristina Moliner, 2021. "An Integrated Approach to Convert Lignocellulosic and Wool Residues into Balanced Fertilisers," Energies, MDPI, vol. 14(2), pages 1-15, January.
  35. Aurelija Burinskienė & Olga Lingaitienė & Artūras Jakubavičius, 2022. "Core Elements Affecting the Circularity of Materials," Sustainability, MDPI, vol. 14(14), pages 1-21, July.
  36. Jeanine Többen & Raymond Opdenakker, 2022. "Developing a Framework to Integrate Circularity into Construction Projects," Sustainability, MDPI, vol. 14(9), pages 1-27, April.
  37. Alessandro Fontana & Andrea Barni & Deborah Leone & Maurizio Spirito & Agata Tringale & Matteo Ferraris & Joao Reis & Gil Goncalves, 2021. "Circular Economy Strategies for Equipment Lifetime Extension: A Systematic Review," Sustainability, MDPI, vol. 13(3), pages 1-28, January.
  38. Yildizbasi, Abdullah, 2021. "Blockchain and renewable energy: Integration challenges in circular economy era," Renewable Energy, Elsevier, vol. 176(C), pages 183-197.
  39. 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.
  40. 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.
  41. 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.
  42. Awan, Usama & Shamim, Saqib & Khan, Zaheer & Zia, Najam Ul & Shariq, Syed Muhammad & Khan, Muhammad Naveed, 2021. "Big data analytics capability and decision-making: The role of data-driven insight on circular economy performance," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
  43. 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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