Enhancing Sustainable Global Supply Chain Performance: A Multi-Criteria Decision-Making-Based Approach to Industry 4.0 and AI Integration
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Helen Onyeaka & Phemelo Tamasiga & Uju Mary Nwauzoma & Taghi Miri & Uche Chioma Juliet & Ogueri Nwaiwu & Adenike A. Akinsemolu, 2023. "Using Artificial Intelligence to Tackle Food Waste and Enhance the Circular Economy: Maximising Resource Efficiency and Minimising Environmental Impact: A Review," Sustainability, MDPI, vol. 15(13), pages 1-20, July.
- Rafael Martínez-Peláez & Marco A. Escobar & Vanessa G. Félix & Rodolfo Ostos & Jorge Parra-Michel & Vicente García & Alberto Ochoa-Brust & Pablo Velarde-Alvarado & Ramón A. Félix & Sandra Olivares-Bau, 2024. "Sustainable Digital Transformation for SMEs: A Comprehensive Framework for Informed Decision-Making," Sustainability, MDPI, vol. 16(11), pages 1-25, May.
- Nenad Stefanovic & Milos Radenkovic & Zorica Bogdanovic & Jelena Plasic & Andrijana Gaborovic, 2025. "Adaptive Cloud-Based Big Data Analytics Model for Sustainable Supply Chain Management," Sustainability, MDPI, vol. 17(1), pages 1-26, January.
- Catalin Vrabie, 2021. "Converting Municipal Waste to Energy through the Biomass Chain, a Key Technology for Environmental Issues in (Smart) Cities," Sustainability, MDPI, vol. 13(9), pages 1-16, April.
- Nicolas Chevrollier & Johannes W. F. C. van Lieshout & Aikaterini Argyrou & Johannes Amelink, 2024. "Carbon emission reduction: Understanding the micro‐foundations of dynamic capabilities in companies with a strategic orientation for sustainability performance," Business Strategy and the Environment, Wiley Blackwell, vol. 33(2), pages 968-984, February.
- Heena Panchasara & Nahidul Hoque Samrat & Nahina Islam, 2021. "Greenhouse Gas Emissions Trends and Mitigation Measures in Australian Agriculture Sector—A Review," Agriculture, MDPI, vol. 11(2), pages 1-16, January.
- Ilias Vlachos & Rodrigo Martinez Pascazzi & George Zobolas & Panagiotis Repoussis & Mihalis Giannakis, 2023. "Lean manufacturing systems in the area of Industry 4.0: a lean automation plan of AGVs/IoT integration," Post-Print hal-04004536, HAL.
- Rafael Martínez-Peláez & Alberto Ochoa-Brust & Solange Rivera & Vanessa G. Félix & Rodolfo Ostos & Héctor Brito & Ramón A. Félix & Luis J. Mena, 2023. "Role of Digital Transformation for Achieving Sustainability: Mediated Role of Stakeholders, Key Capabilities, and Technology," Sustainability, MDPI, vol. 15(14), pages 1-27, July.
- Ziyuan Xie & Guixian Tian & Yongchao Tao, 2022. "A Multi-Criteria Decision-Making Framework for Sustainable Supplier Selection in the Circular Economy and Industry 4.0 Era," Sustainability, MDPI, vol. 14(24), pages 1-23, December.
- 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.
- Zhen Liu & Jing Liu & Mohamed Osmani, 2021. "Integration of Digital Economy and Circular Economy: Current Status and Future Directions," Sustainability, MDPI, vol. 13(13), pages 1-27, June.
- Anushree Tandon & Amandeep Dhir & Puneet Kaur & Chidiebere Ogbonnaya, 2025. "Ethical Sourcing and Decision Making in the Fashion Industry: A Longitudinal Qualitative Examination," Journal of Business Ethics, Springer, vol. 196(4), pages 723-751, February.
- Hernández, José L. & de Miguel, Ignacio & Vélez, Fredy & Vasallo, Ali, 2024. "Challenges and opportunities in European smart buildings energy management: A critical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 199(C).
- Zakari, Abdulrasheed & Khan, Irfan & Tan, Duojiao & Alvarado, Rafael & Dagar, Vishal, 2022. "Energy efficiency and sustainable development goals (SDGs)," Energy, Elsevier, vol. 239(PE).
- Meriem Riad & Mohamed Naimi & Chafik Okar, 2024. "Enhancing Supply Chain Resilience Through Artificial Intelligence: Developing a Comprehensive Conceptual Framework for AI Implementation and Supply Chain Optimization," Logistics, MDPI, vol. 8(4), pages 1-26, November.
- Soni, Gunjan & Kumar, Satish & Mahto, Raj V. & Mangla, Sachin K. & Mittal, M.L. & Lim, Weng Marc, 2022. "A decision-making framework for Industry 4.0 technology implementation: The case of FinTech and sustainable supply chain finance for SMEs," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
- Zhijuan Zong & Yu Guan, 2025. "AI-Driven Intelligent Data Analytics and Predictive Analysis in Industry 4.0: Transforming Knowledge, Innovation, and Efficiency," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(1), pages 864-903, March.
- Rezaei, Jafar, 2015. "Best-worst multi-criteria decision-making method," Omega, Elsevier, vol. 53(C), pages 49-57.
- Reefke, Hendrik & Sundaram, David, 2017. "Key themes and research opportunities in sustainable supply chain management – identification and evaluation," Omega, Elsevier, vol. 66(PB), pages 195-211.
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.- Hesam Shidpour & Mohsen Shidpour, 2025. "A quantitative study on the impact of corporate social responsibility on supplier selection and suppliers’ market share in the oil industry," Operational Research, Springer, vol. 25(1), pages 1-43, March.
- Alessandra Neri & Marta Negri & Enrico Cagno & Vikas Kumar & Jose Arturo Garza‐Reyes, 2023. "What digital‐enabled dynamic capabilities support the circular economy? A multiple case study approach," Business Strategy and the Environment, Wiley Blackwell, vol. 32(7), pages 5083-5101, November.
- Jettarat Janmontree & Aditya Shinde & Hartmut Zadek & Sebastian Trojahn & Kasin Ransikarbum, 2025. "A Strategic Hydrogen Supplier Assessment Using a Hybrid MCDA Framework with a Game Theory-Driven Criteria Analysis," Energies, MDPI, vol. 18(13), pages 1-27, July.
- Nguyen, The Kien & Minh Khue, Nguyen Thi & Tran, Quang Phu & Anh, Nguyen Thi Quynh & Cuong, Le Khanh & Du, Nguyen Chu & Cuong, Chu Viet & Thuong, Vu Thi & Anh, Dang Hoang & Vu, Nguyen Anh, 2024. "Examining the Factors Influencing the Level of Circular Economy Adoption in Agriculture: Insights from Vietnam," Research on World Agricultural Economy, Nan Yang Academy of Sciences Pte Ltd (NASS), vol. 5(01), March.
- Omer Bafail & Abdulkader Hanbazazah, 2025. "Optimizing Tour Guide Selection: A Best–Worst Scaled Assessment of Critical Performance Criteria for Enhanced Tour Quality," Sustainability, MDPI, vol. 17(9), pages 1-18, May.
- Assarzadegan, Parisa & Rasti-Barzoki, Morteza, 2020. "A game theoretic approach for pricing under a return policy and a money back guarantee in a closed loop supply chain," International Journal of Production Economics, Elsevier, vol. 222(C).
- Krishankumar, Raghunathan & Sundararajan, Dhruva & Ishizaka, Alessio & Ravichandran, Kattur Soundarapandian, 2025. "A double hierarchy fuzzy decision approach for solar farm ranking sites in India," Energy Economics, Elsevier, vol. 152(C).
- Alptekin Ulutaş & Ayşe Topal & Dragan Pamučar & Željko Stević & Darjan Karabašević & Gabrijela Popović, 2022. "A New Integrated Multi-Criteria Decision-Making Model for Sustainable Supplier Selection Based on a Novel Grey WISP and Grey BWM Methods," Sustainability, MDPI, vol. 14(24), pages 1-20, December.
- Sadiq, Muhammad & Nawaz, Muhammad Atif & Sharif, Arshian & Hanif, Sobia, 2024. "Bridging green supply chain practices and environmental performance in Chinese semiconductor sector: With the role of energy efficiency and green HRM," International Journal of Production Economics, Elsevier, vol. 277(C).
- James J. H. Liou & Perry C. Y. Liu & Huai-Wei Lo, 2020. "A Failure Mode Assessment Model Based on Neutrosophic Logic for Switched-Mode Power Supply Risk Analysis," Mathematics, MDPI, vol. 8(12), pages 1-19, December.
- Halil Ibrahim Cicekdagi & Ertugrul Ayyildiz & Mehmet Cabir Akkoyunlu, 2023. "Enhancing search and rescue team performance: investigating factors behind social loafing," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 119(3), pages 1315-1340, December.
- Junnan Wu & Xin Liu & Dianqi Pan & Yichen Zhang & Jiquan Zhang & Kai Ke, 2023. "Research on Safety Evaluation of Municipal Sewage Treatment Plant Based on Improved Best-Worst Method and Fuzzy Comprehensive Method," Sustainability, MDPI, vol. 15(11), pages 1-15, May.
- Kordi, Mehrdad & Ertz, Myriam, 2026. "Deciphering technological advancements for efficient disaster management and community resilience," Technology in Society, Elsevier, vol. 84(C).
- Hussain Abdalla Sajwani & Bassel Soudan & Abdul Ghani Olabi, 2024. "Empowering Sustainability: Understanding Determinants of Consumer Investment in Microgrid Technology in the UAE," Energies, MDPI, vol. 17(9), pages 1-28, May.
- Feng, Jianghong & Guo, Ping & Xu, Guangyi & Xu, Gangyan & Ning, Yu, 2024. "An integrated decision framework for resilient sustainable waste electric vehicle battery recycling transfer station site selection," Applied Energy, Elsevier, vol. 373(C).
- Sasha Shahbazi & Kerstin Johansen & Erik Sundin, 2021. "Product Design for Automated Remanufacturing—A Case Study of Electric and Electronic Equipment in Sweden," Sustainability, MDPI, vol. 13(16), pages 1-19, August.
- José Rui Figueira & José Luis García-Lapresta, 2026. "Relationships between the deck of cards method and the proximity measures approach," Operational Research, Springer, vol. 26(2), pages 1-18, June.
- Shixiong Song & Siyuan Zhao & Ye Zhang & Yongxi Ma, 2023. "Carbon Emissions from Agricultural Inputs in China over the Past Three Decades," Agriculture, MDPI, vol. 13(5), pages 1-12, April.
- Yucai Wu & Jiguang Wang & Changhong Li, 2019. "Decisions of Supply Chain Considering Chain-to-Chain Competition and Service Negative Spillover Effect," Sustainability, MDPI, vol. 11(6), pages 1-19, March.
- Valipour Malakshah, Mohammad Reza & Amini, Zahra, 2026. "Intersection importance assessment for an operationally resilient urban traffic network: A multi-criteria decision-making-based framework," Reliability Engineering and System Safety, Elsevier, vol. 266(PA).
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:gam:jsusta:v:17:y:2025:i:10:p:4453-:d:1655335. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.
Printed from https://ideas.repec.org/a/gam/jsusta/v17y2025i10p4453-d1655335.html