Industry 4.0 and the circular economy: A proposed research agenda and original roadmap for sustainable operations

Lopes de Sousa Jabbour, Ana Beatriz, Jabbour, Charbel Jose Chiappetta, Godinho Filho, Moacir, Roubaud, David·2018·Annals of Operations Research

Cited by (1,000)

Items 401–500 of 1,000

  1. Modelling hierarchical circular supply chain management enablers in the seafood processing industry in Vietnam under uncertainties
    Ming‐Lang Tseng, Thi Phuong Thuy Tran, Minoru Fujii, Ming Kim Lim, Yeneneh Tamirat Negash · 2021 · International Journal of Logistics Research and Applications
  2. Key wastes selection and prediction improvement for biogas production through hybrid machine learning methods
    Ming‐Chuan Chiu, Chih-Yuan Wen, Hsin-Wei Hsu, Wei‐Cheng Wang · 2022 · Sustainable Energy Technologies and Assessments
  3. A review of supply chain quality management practices in sustainable food networks
    Patrick Burgess, Funlade T. Sunmola, Sigrid Wertheim‐Heck · 2023 · Heliyon
  4. Impact pathways: digital product passport for embedding circularity in electronics supply chains
    Atanu Chaudhuri, Brian Vejrum Wæhrens, Horst Treiblmaier, Steffen Foldager Jensen · 2024 · International Journal of Operations & Production Management
  5. Systematic review and discussion of production control systems that emerged between 1999 and 2018
    Gustavo Bagni, Moacir Godinho Filho, Matthias Thürer, Mark Stevenson · 2020 · Production Planning & Control
  6. Barriers in sustainable industry 4.0: a case study of the footwear industry
    Vaibhav S. Narwane, Rakesh Dulichand Raut, Vinay Surendra Yadav, Amit Raj Singh · 2020 · International Journal of Sustainable Engineering
  7. Does industry 5.0 model optimize sustainable performance of Agri‐enterprises? Real‐time investigation from the realm of stakeholder theory and domain
    Long Guo, Dongshen Sun, M. Warraich, Abdul Waheed · 2023 · Sustainable Development
  8. Effects of rising and extreme temperatures on production factor efficiency: Evidence from China's cities
    Malin Song, Jianlin Wang, Jiajia Zhao · 2023 · International Journal of Production Economics
  9. Sustainable space for a sustainable Earth? Circular economy insights from the space sector
    Stefanía Paladini, Krishnendu Saha, Xavier Pierron · 2021 · Journal of Environmental Management
  10. Recycling 4.0 – Mapping smart manufacturing solutions to remanufacturing and recycling operations
    Steffen Blömeke, Julian Rickert, Mark Mennenga, Sebastian Thiede, Thomas Spengler, Christoph A. Herrmann · 2020 · Procedia CIRP
  11. Integrated technologies toward sustainable agriculture supply chains: missing links
    Kirti Nayal, Rakesh Dulichand Raut, Ana Beatriz Lopes de Sousa Jabbour, Balkrishna Eknath Narkhede, Vidyadhar V. Gedam · 2021 · Journal of Enterprise Information Management
  12. Prioritization of barriers for Industry 4.0 adoption in the context of Indian manufacturing industries using AHP and ANP analysis
    Dheeraj Nimawat, B.D. Gidwani · 2021 · International Journal of Computer Integrated Manufacturing
  13. At the nexus of circular economy, equity crowdfunding and renewable energy sources: Are enterprises from green countries more performant?
    Antonella Francesca Cicchiello, Andrea Gatto, Dario Salerno · 2023 · Journal of Cleaner Production
  14. Evaluating the barriers and drivers of adopting circular economy for improving sustainability in the mining industry
    Vivian Osei, Chunguang April Bai, Disraeli Asante‐Darko, Matthew Quayson · 2023 · Resources Policy
  15. The main trends for multi-tier supply chain in Industry 4.0 based on Natural Language Processing
    Rongyan Zhou, Anjali Awasthi, Julie Stal-Le Cardinal · 2020 · Computers in Industry
  16. Circular Economy: a Comparison Between the Case of Singapore and France
    Erfan Rezvani Ghomi, Fatemeh Khosravi, Mohammad Amin Tahavori, Seeram Ramakrishna · 2021 · Materials Circular Economy
  17. Product eco-design practice in green supply chain management: a China-global examination of research
    Jingjing Li, Joseph Sarkis · 2021 · Nankai Business Review International
  18. Assessing the potential of plastic waste management in the circular economy: a longitudinal case study in an emerging economy
    Samuel Fosso Wamba, Muriel Nelly Fotso Chakam, Elaine Paiva Mosconi, Junwu Chai · 2023 · Annals of Operations Research
  19. Application of artificial intelligence in reverse logistics: A bibliometric and network analysis
    Oyshik Bhowmik, Sudipta Chowdhury, Jahid Hasan Ashik, Golam Mahmud, Md Muzahid Khan, Niamat Ullah Ibne Hossain · 2024 · Supply Chain Analytics
  20. Waste Management 4.0: An Application of a Machine Learning Model to Identify and Measure Household Waste Contamination—A Case Study in Australia
    Atiq U. Zaman · 2022 · Sustainability
  21. Supplier sustainability assessment in the age of Industry 4.0 – Insights from the electronics industry
    Marcel Matthess, Stefanie Kunkel, Bing Xue, Grischa Beier · 2022 · Cleaner Logistics and Supply Chain
  22. Multi‐Responsive Supercapacitors from Chiral Nematic Cellulose Nanocrystal‐Based Activated Carbon Aerogels
    Lucas J. Andrew, Emma Gillman, Christopher M. Walters, Erlantz Lizundia, Mark J. MacLachlan · 2023 · Small
  23. Antecedents of big data analytics and artificial intelligence adoption on operational performance: the ChatGPT platform
    Chin-Tsu Chen, Shih‐Chih Chen, Asif Khan, Ming Kim Lim, Ming‐Lang Tseng · 2024 · Industrial Management & Data Systems
  24. Circular economy perspectives: challenges, innovations, and sustainable futures
    Natália Teixeira · 2025 · Discover Sustainability
  25. Eco-innovation in the upstream supply chain: re-thinking the involvement of purchasing managers
    Laurence Viale, Stéphano Vacher, Jeanne Bessouat · 2022 · Supply Chain Management An International Journal
  26. Servitization in the circular supply chain: delineating current research and setting future research plan
    Ashutosh Mishra, Gaurav Kumar Badhotiya, Amitkumar Patil, Man Mohan Siddh, Mangey Ram · 2023 · Management of Environmental Quality An International Journal
  27. An integrated group fuzzy inference and best–worst method for supplier selection in intelligent circular supply chains
    Madjid Tavana D, Shahryar Sorooshian, Hassan Mina · 2023 · Annals of Operations Research
  28. Driving Circular Economy through Digital Technologies: Current Research Status and Future Directions
    Ziyuan Chi, Zhen Liu, Fenghong Wang, Mohamed Osmani · 2023 · Sustainability
  29. Multi-objective dragonfly algorithm for optimizing a sustainable supply chain under resource sharing conditions
    Amir-Mohammad Golmohammadi, Hamidreza Abedsoltan, Alireza Goli, Irfan Ali · 2023 · Computers & Industrial Engineering
  30. How Digital Technology Reduces Carbon Emissions: From the Perspective of Green Innovation, Industry Upgrading, and Energy Transition
    Jiangang Huang, Xinya Chen, Xing Zhao · 2024 · Journal of the Knowledge Economy
  31. Digital transformation and the circular economy: an institutional theory perspective
    Shiyuan Yin, Mengqi Jiang, Lujie Chen, Fu Jia · 2024 · Industrial Management & Data Systems
  32. Blockchain unlocking collaborative opportunities for environmental sustainability through innovation intermediaries
    Francesca Spigarelli, Lorenzo Compagnucci, Dominique Lepore · 2024 · The Journal of Technology Transfer
  33. The Mediating Role of Circular Economy in the Relationship Between Industry 4.0 and Sustainable Performance in the Manufacturing Industry
    Lucero Jazmín Cuevas‐Pichardo, Gonzalo Maldonado Guzmán, Antonio Luis Duréndez Gómez-Guillamón, Jose Arturo Garza‐Reyes · 2024 · Business Strategy and the Environment
  34. Project Management for Supply Chains 4.0: A conceptual framework proposal based on PMBOK methodology
    Guilherme Francisco Frederico · 2021 · Operations Management Research
  35. An Analysis of Circular Economy Deployment in Developing Nations’ Manufacturing Sector: A Systematic State-of-the-Art Review
    Rajeev Rathi, Dattatraya Balasaheb Sabale, Jiju Antony, Mahender Singh Kaswan, Raja Jayaraman · 2022 · Sustainability
  36. Assessment of urban solid waste management systems for Industry 4.0 technology interventions and the circular economy
    Abhishek Kanojia, Chettiyappan Visvanathan · 2021 · Waste Management & Research The Journal for a Sustainable Circular Economy
  37. Circular value stream mapping 4.0: Proposed general model and application to a digital 3D printing recycling factory
    Daniel Luiz de Mattos Nascimento, Osvaldo Luíz Gonçalves Quelhas, José Moyano‐Fuentes, Guilherme Luz Tortorella, Juan Manuel Maqueira Marín · 2022 · Sustainable Production and Consumption
  38. Value optimisation for the agri‐food sector: A circular economy approach
    Stefano Poponi, Gabriella Arcese, Alessandro Ruggieri, Francesco Pacchera · 2022 · Business Strategy and the Environment
  39. Logistics Service Providers and Industry 4.0: A Systematic Literature Review
    Ricardo Moreira da Silva, Guilherme Francisco Frederico, Jose Arturo Garza‐Reyes · 2023 · Logistics
  40. Digital transformation for a circular economy: insights from co-word analysis
    Isabel Soriano Pinar, Eloísa Díaz Garrido, Sara Bermejo-Olivas · 2023 · The Journal of Technology Transfer
  41. The pathway towards circular economy: Measuring circular advantage of eco‐innovations
    Stefano Brogi, Tamara Menichini · 2023 · Business Strategy and the Environment
  42. Sustainability and bank credit access: New evidence from Italian SMEs
    Elisabetta D’Apolito, Simona Galletta, Antonia Patrizia Iannuzzi, Stefania Sylos Labini · 2024 · Research in International Business and Finance
  43. Research on Blockchain for Sustainable E-Agriculture
    Luona Song, Xiaojuan Wang, Nicolás Merveille · 2020 · IEEE Technology & Engineering Management Conference (TEMSCON)
  44. Effects of human resources management on the manufacturing firm performance: Sustainable development approach
    Marijana Dukić Mijatović, Ozren Uzelac, Aleksandra Stoiljković · 2020 · International Journal of Industrial Engineering and Management
  45. Circular Economy in Poland: Profitability Analysis for Two Methods of Waste Processing in Small Municipalities
    Przemysław Zaleski, Yash Chawla · 2020 · Energies
  46. CIRCULAR ECONOMY AND DIGITAL TECHNOLOGIES: A REVIEW OF THE CURRENT RESEARCH STREAMS
    Adriana Hofmann Trevisan, Isabela Simões Zacharias, Qinglan Liu, Miying Yang, Janaina Mascarenhas · 2021 · Proceedings of the Design Society
  47. Evaluation of the Circular Economy in a Pitahaya Agri-Food Chain
    Karel Diéguez‐Santana, Liliana Bárbara Sarduy-Pereira, Neyfe Sablón Cossío, Horacio Bautista-Santos, Fabiola Sánchez-Galván, Sebastiana del Monserrate Ruíz Cedeño · 2022 · Sustainability
  48. Achieving market performance via industry 4.0 enabled dynamic marketing capability, sustainable human resource management, and circular product design
    Kirti Nayal, Rakesh Dulichand Raut, Sachin Kumar Mangla, Mukesh Kumar, David Tuček, Beáta Gavurová · 2023 · Industrial Marketing Management
  49. Digital technologies for resource loop redesign in circular supply chains: A systematic literature review
    Giovanni Francesco Massari, Raffaele Nacchiero, Ilaria Giannoccaro · 2023 · Resources Conservation & Recycling Advances
  50. Bridging the gap: a systematic analysis of circular economy, supply chain management, and digitization for sustainability and resilience
    Bhawna Bhawna, Parminder Singh Kang, Sanjeev Kumar Sharma · 2024 · Operations Management Research
  51. Industry 4.0 technologies for the adoption of the circular economy: An analysis of institutional pressures and the effects on firm performance.
    Daniel Jugend, Paula de Camargo Fiorini, Pierre-Luc Fournier, H. Latan, C. J. Chiappetta Jabbour, Janaina Aparecida Alves Scaliza · 2024 · Journal of Environmental Management
  52. Achieving Circular Economy Via the Adoption of Industry 4.0 Technologies: A Knowledge Management Perspective
    Valentina De Marchi, Eleonora Di Maria · 2020 · Knowledge management and organizational learning
  53. Development of a New Green Indicator and Its Implementation in a Cyber–Physical System for a Green Supply Chain
    Paula Morella, María Pilar Lambán, Jesús Antonio Royo, Juan Carlos Sánchez, Lisbeth del Carmen Ng Corrales · 2020 · Sustainability
  54. How do companies launch circular service business models in different countries?
    Dihui Han, Jan Konietzko, Marc Dijk, Nancy M. P. Bocken · 2022 · Sustainable Production and Consumption
  55. Opportunities of the Technological Trends Linked to Industry 4.0 for Achieve Sustainable Manufacturing Objectives
    Guillermo Fuertes, Jorge Zamorano, Miguel D. Alfaro, Manuel Vargas, Jorge Sabattin, Claudia Durán, Rodrigo Ternero, Ricardo Rivera · 2022 · Sustainability
  56. Paradoxes on sustainable performance in Dhaka’s enterprising community: a moderated-mediation evidence from textile manufacturing SMEs
    Mohammad Imtiaz Hossain, Boon Heng Teh, Mosab Ismail Tabash, Mohammad Nurul Alam, Tze San Ong · 2022 · Journal of Enterprising Communities People and Places in the Global Economy
  57. How Can Industry 4.0 Contribute to Combatting Climate Change?
    Adel Ben Youssef · 2020 · Revue d économie industrielle
  58. A Systematic Review on Technologies for Data-Driven Production Logistics: Their Role from a Holistic and Value Creation Perspective
    Masoud Zafarzadeh, Magnus Wiktorsson, Jannicke Baalsrud Hauge · 2021 · Logistics
  59. Enhancing Sustainable Performance: The Innovative Strategy of Digital Transformation Leading Green Collaborative Management
    Lina Ma, Xue Zhang, Longzhu Dong · 2023 · Sustainability
  60. Current methodologies of creating material passports: A systematic literature review
    Ioannis Markou, Derek Sinnott, Ken Thomas · 2025 · Case Studies in Construction Materials
  61. Organizational knowledge management in the context of supply chain 4.0: A systematic literature review and conceptual model proposal
    Jeanfrank Teodoro Dantas Sartori, Guilherme Francisco Frederico, Helena de Fátima Nunes Silva · 2021 · Knowledge and Process Management
  62. Causality of circular business strategy under uncertainty: A zero-waste practices approach in seafood processing industry in Vietnam
    Ming‐Lang Tseng, Thi Phuong Thuy Tran, Hiền Minh Hà, Tat‐Dat Bui, Ming Kim Lim · 2022 · Resources Conservation and Recycling
  63. The challenges in adoption of circular economy in SMEs – a research agenda and way forward
    Mukesh Kondala, Sai Nudurupati, Raja Phani Pappu · 2023 · Benchmarking An International Journal
  64. Industry 4.0 and circular economy for bolstering healthcare sector: A comprehensive view on challenges, implementation, and futuristic aspects
    Mohd Javaid, Abid Haleem, Ibrahim Haleem Khan, Ravi Pratap Singh, Abid Ali Khan · 2024 · Biomedical Analysis
  65. State of art review on sustainable manufacturing and Industry 4.0
    N. Harikannan, Sekar Vinodh · 2024 · Business Strategy and the Environment
  66. Circular Economy: Challenges and Potentials for the Manufacturing Industry by Digital Transformation
    Michael Riesener, Christian Dölle, Christian Mattern, Julian Kreß · 2019 · IEEE International Symposium on Innovation and Entrepreneurship (TEMS-ISIE)
  67. A comprehensive industrial practice for Industrial Internet Platform (IIP): General model, reference architecture, and industrial verification
    Xianyu Zhang, Xinguo Ming · 2021 · Computers & Industrial Engineering
  68. Developing an interplay among the psychological barriers for the adoption of industry 4.0 phenomenon
    Asif Mahmood, Asif Arshad Ali, Muhammad Nazam, Muhammad Nazim · 2021 · PLoS ONE
  69. Roles and actions of managers in circular supply chain implementation: A resource orchestration perspective
    Richard Asante, Martin Agyemang, Daniel Faibil, Dickson Osei‐Asibey · 2021 · Sustainable Production and Consumption
  70. Framework development and evaluation of Industry 4.0 technological aspects towards improving the circular economy-based supply chain
    Somesh Agarwal, Mohit Tyagi, Rajiv Kumar Garg · 2022 · Industrial Robot the international journal of robotics research and application
  71. Towards the Development of a Digital Twin for a Sustainable Mass Customization 4.0 Environment: A Literature Review of Relevant Concepts
    C. Martínez-Olvera · 2022 · Automation
  72. Waste from criticality to resource through an innovative circular business model: A case study in the manufacturing industry
    Maria Fedele, Vincenzo Formisano · 2023 · Journal of Cleaner Production
  73. Adoption of smart and sustainable manufacturing practices: An exploratory study of Indian manufacturing companies
    Ankur Aggarwal, Sumit Gupta, Anbesh Jamwal, Rajeev Agrawal, Monica Sharma, G.S. Dangayach · 2021 · Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture
  74. Assessing interactions between Lean Six-Sigma, Circular Economy and industry 4.0: toward an integrated perspective
    Dounia Skalli, Abdelkabir Charkaoui, Anass Cherrafi · 2022 · IFAC-PapersOnLine
  75. Emerging technological solutions for the management of paper mill wastewater: Treatment, nutrient recovery and fourth industrial revolution (IR 4.0)
    Rajesh Kumar, Annapurna Maurya, Abhay Raj · 2023 · Journal of Water Process Engineering
  76. Exploiting circular economy enablers for SMEs to advance towards a more sustainable development: An empirical study in the post COVID-19 era
    Rodrigo Bruno Santolin, Hameem Bin Hameed, Andrea Urbinati, V. Lazzarotti · 2023 · Resources, Conservation & Recycling Advances
  77. Unlocking sustainable supply chain performance through dynamic data analytics: a multiple mediation model of sustainable innovation and supply chain resilience
    Arsalan Zahid Piprani, Syed Abdul Rehman Khan, Rabiya Salim, Muhammad Khalilur Rahman · 2023 · Environmental Science and Pollution Research
  78. Measuring adoption of industry 4.0 technologies via international trade data: insights from European countries
    Davide Castellani, Fabio Lamperti, Katiuscia Lavoratori · 2022 · Journal of Industrial and Business Economics
  79. Unearthing the interplay between organisational resources, knowledge and industry 4.0 analytical decision support tools to achieve sustainability and supply chain wellbeing
    Emilia Vann Yaroson, Soumyadeb Chowdhury, Sachin Kumar Mangla, Prasanta Kumar Dey · 2024 · Annals of Operations Research
  80. Fostering Directions for Digital Technology Adoption in Sustainable and Circular Fashion: Toward the Circular Fashion-Tech Lab
    Daria Casciani, Erminia D’Itria · 2024 · Systems
  81. Modelling of sharing networks in the circular economy
    Jaivignesh Jayakumar, Jayakrishna Kandasamy, K. E. K. Vimal, Sawarni Hasibuan · 2020 · Journal of Modelling in Management
  82. Nonlinear impact of municipal solid waste recycling and energy efficiency on environmental performance and economic growth: evidence from non-parametric causality-in-quantiles
    Sun Guoyan, Asadullah Khaskheli, Syed Ali Raza, Maiyra Ahmed · 2021 · Environmental Science and Pollution Research
  83. Industry 4.0 Adoption Drivers for Sustainable Supply Chain in the Manufacturing Sector Using a Hybrid Decision-Making Approach Under q-Rung Orthopair Fuzzy Information
    Abbas Mardani, Sara Saberi · 2023 · IEEE Transactions on Engineering Management
  84. Going in circles: new business models for efficiency and value
    Ana Beatriz Lopes de Sousa Jabbour · 2018 · Journal of Business Strategy
  85. Unlocking the potential of solid waste management with circular economy and Industry 4.0
    Hamid Afshari, Amulya Gurtu, Mohamad Y. Jaber · 2024 · Computers & Industrial Engineering
  86. Bayesian insights on digitalization and environmental sustainability practices. Towards the twin transition in the EU
    Francesco Aiello, Paolo Carmelo Cozzucoli, Lidia Mannarino, Valeria Pupo · 2024 · Business Strategy and the Environment
  87. Industry 4.0 and business process management
    Jiří Tupa, František Steiner · 2019 · Tehnički glasnik
  88. Industry 4.0: Latent Dirichlet Allocation and clustering based theme identification of bibliography
    Manvendra Janmaijaya, Amit K. Shukla, Pranab Kumar Muhuri, Ajith Abraham · 2021 · Engineering Applications of Artificial Intelligence
  89. Identification, assessment, and quantification of new risks for Logistics 4.0
    Vijaya Dixit, Priyanka Verma · 2022 · International Journal of Logistics Research and Applications
  90. Microalgae-based circular supply chain configurations using Industry 4.0 technologies for pharmaceuticals
    Naoum Tsolakis, Aaron Tyler Goldsmith, Eirini Aivazidou, Mukesh Kumar · 2023 · Journal of Cleaner Production
  91. Digitally enabled business models for a circular plastic economy in Africa
    Oluwaseun Kolade, Muyiwa A. Oyinlola, Olawunmi Ogunde, Celine Ilo, Olubunmi Ajala · 2024 · Environmental Technology & Innovation
  92. The role of blockchain platform in enabling circular economy practices
    Elieber Bragatti de Souza, Ricardo Luiz Carlos, CLAUDIA APARECIDA MATTOS, Gabriela Scur · 2024 · Corporate Social Responsibility and Environmental Management
  93. Link between sustainable circular supply chain and Internet of Things technology in electric vehicle battery manufacturing industry: A business strategy optimization for pickup and delivery
    Shahryar Sorooshian, Sina Fazel Khiavi, Farzane Karimi, Hassan Mina · 2024 · Business Strategy and the Environment
  94. Circular Economy in Small and Medium-Sized Enterprises - Current Trends, Practical Challenges and Future Research Agenda
    Ayon Chakraborty, Debashree De, P. Dey · 2025 · Syst.
  95. Impact of Fintech on natural resources management: How financial impacts shape the association?
    Sunil Tiwari · 2024 · Resources Policy
  96. Mapping of the Circular Economy Implementation Challenges in the Fashion Industry: a Fuzzy-TISM Analysis
    Aya Abdelmeguid, Mohamed Afy-Shararah, Konstantinos Salonitis · 2023 · Circular Economy and Sustainability
  97. Leveraging digital data spaces in purchasing and supply management: Paving the way to the circular economy exemplified by Catena-X
    Benedikt Steiner, Christopher Münch · 2024 · Journal of Purchasing and Supply Management
  98. Evaluating the mechanism of AI contribution to decarbonization for sustainable manufacturing in China
    Jin Wang, Yanmei Wen, Hai Long · 2024 · Journal of Cleaner Production
  99. Forging a green future: Synergizing industry 4.0 technologies and circular economy tactics to achieve net-zero in sustainable supply chains
    Asmae El Jaouhari, Ashutosh Samadhiya, Fatima Zahra Benbrahim, Anil Kumar, Sunil Luthra · 2024 · Computers & Industrial Engineering
  100. Knowledge flows in industry 4.0 research: a longitudinal and dynamic analysis
    Abderahman Rejeb, Karim Rejeb, Edit Süle, Abdo Hassoun, John G. Keogh · 2025 · Journal of Data Information and Management