Developing a Model of Sustainable Value Creation in the Digital Supply Chain: The Mediating Role of AI-Based Digitalization
Keywords:
Supply chain, artificial intelligence, blockchainAbstract
Objective: This study aimed to develop a conceptual model of sustainable value creation in digital supply chains by explaining the mediating role of AI-based digitalization.
Methodology: This applied study employed a descriptive-analytical and developmental design based on documentary and library research. The study population consisted of scientific sources addressing digital supply chains, artificial intelligence, digital transformation, and sustainable value creation. Relevant studies were retrieved from Scopus, Web of Science, and Google Scholar, primarily covering the 2024–2026 period. Following screening and eligibility assessment, 64 sources were included in the final analysis. Data were analyzed using qualitative content analysis and systematic coding through initial coding, conceptual categorization, relationship analysis, and conceptual model development.
Findings: The analytical findings indicated that digital enabling technologies contribute to the development of supply chain capabilities such as visibility, information integration, flexibility, traceability, coordination, and resilience, which subsequently facilitate AI-based digitalization. AI-based digitalization emerged as a mediating mechanism through which digital capabilities are transformed into sustainable value by enabling predictive analytics, intelligent decision-making, demand forecasting, inventory and resource optimization, risk prediction, and process automation. A supportive direct relationship between digital supply chain capabilities and sustainable value creation was also identified. Sustainable value creation was represented through three interrelated dimensions: economic, environmental, and social value.
Conclusion: Sustainable value creation cannot be achieved merely through the adoption of digital technologies; rather, it depends on an organization's ability to transform digital infrastructure and data into intelligent, predictive, and coordinated decisions. Accordingly, AI-based digitalization represents a critical mechanism connecting digital supply chain capabilities with economic, environmental, and social value creation.
Downloads
References
Abedini, M., Mohammad Ali Pour, N., Shah Mansouri, A., & Rabiei, M. (2024). Feasible Scenarios for a Sustainable Supply Chain in the Dairy Industry with a Foresight Approach. Value Creation in Business Management Journal, 2, 201-222. https://www.jvcbm.ir/article_190231.html
Amiri, A., Heidari, S. A., & Mirabi, V. R. (2024). Value-added model of the petrochemical industry supply chain with a sustainable development approach. Quarterly Journal of Value Creation in Business Management, 4(3), 366-388. https://doi.org/10.61838/kman.jtesm.3.2.13
Asiedu, E., Malcalm, E., & Majeed, M. (2026). Green Supply Chain Management and Sustainable Competitive Advantage: Exploring the Role of Green Ambidexterity Innovation. Modern Supply Chain Research and Applications, 23(4), 1-18. https://doi.org/10.1108/MSCRA-02-2025-0006
Dubey, R., Gunasekaran, A., & Papadopoulos, T. (2024). Benchmarking operations and supply chain management practices using Ge nerative AI: Towards a theoretical framework. Transportation Research Part E: Logistics and Transportation Review, 189, 103689. https://doi.org/10.1016/J.TRE.2024.103689
Haicao, S., Rui, C., Heshan, C., Pan, L., & Dongwei, Y. (2024). The impact of manufacturing digital supply chain on supply chain disruption risks under uncertain environment—Based on dynamic capability perspective. Advanced Engineering Informatics. https://doi.org/10.1016/j.aei.2024.102385
Hakimi, N., Fathi, Z., & Pourbahrami, B. (2024). Application of Metacombination Technique in the Financial Flow Based on Blockchain Technology in the Hospital Ecosystem. Dynamic Management and Business Analysis, 2(4), 74-93. https://doi.org/10.22034/dmbaj.2024.2035663.1036
Ivanov, D., Dolgui, A., & Sokolov, B. (2024). The digital supply chain and resilience: A simulation study. International Journal of Production Research, 62(8), 2345–2365. https://doi.org/10.1080/00207543.2024.1823456
Kashmiri Haq, M. A., & Bagheri Gharabagh, H. (2024). Reflecting on the role of AI adoption and digital transformation on supply chain resilience and value co-creation: The moderating role of market uncertainty. Supply chain management, 26(85), 35-46. https://www.magiran.com/paper/2874350/examining-the-role-of-adoption-of-artificial-intelligence-and-digital-transformation-on-supply-chain-resilience-and-value-co-creation-the-moderating-role-of-market-uncertainty?lang=en
Longo, F., Mirabelli, G., & Solina, V. (2026). A Simulation Model for Addressing Supply Chain Disruptions under a Multi-Capital Sustainability Perspective: A Case Study in the Agri-Food Sector. Journal of Simulation, 20(1), 1-18. https://doi.org/10.1080/17477778.2024.2341015
Mamun, M. M. (2025). Circular Economy and Digital Supply Chain: The role of emerging technologies for facilitating sustainability School of Innovation & technology, University of VAASA]. https://osuva.uwasa.fi/items/59acbf49-8c3b-4826-ab9f-e973b2c73e76
Nuerk, J., & Dařena, F. (2025). Systems Engineering Methodology for Digital Supply Chain Business Models. Systems Engineering, 28(3), 411-437. https://doi.org/10.1002/sys.21802
O'Connor, L. (2026). A Comparative Review of Material Supply Chains and Sustainability Pathways in Steel and Battery Technologies. The Extractive Industries and Society, 46, 101560. https://doi.org/10.1016/j.exis.2025.101814
Odimarha, A. C., Ayodeji, S. A., & Abaku, E. A. (2024). Securing the Digital Supply Chain: Cybersecurity Best Practices for Logistics and Shipping Companies. World Journal of Advanced Science and Technology, 5(1), 026-030. https://doi.org/10.53346/wjast.2024.5.1.0030
Pervez, H., Saunila, M., Rantala, T., & Ukko, J. (2026). Navigating the Sustainable Industry 4.0 Transformation in Supply Chains: A Systematic Review and Future Research Agenda. International Journal of Production Research, 64(1), 294-329. https://doi.org/10.1080/00207543.2025.2550458
Rashid, A., Baloch, N., Rasheed, R., & Ngah, A. H. (2025). Big data analytics-artificial intelligence and sustainable performance through green supply chain practices in manufacturing firms of a developing country. Journal of Science and Technology Policy Management, 16(1), 42-67. https://doi.org/10.1108/JSTPM-04-2023-0050
Rashid, A., Rasheed, R., Ngah, A. H., Pradeepa Jayaratne, M. D. R., Rahi, S., & Tunio, M. N. (2024). Role of information processing and digital supply chain in supply chain resilience through supply chain risk management. Journal of Global Operations and Strategic Sourcing, 17(2), 429-447. https://doi.org/10.1108/JGOSS-12-2023-0106
Ruiz-Orjuela, E. T., Gatica, G., & Adarme-Jaimes, W. (2025). Enhancing sustainability in the hospital supply chain: An analysis of advancements, challenges, and future directions. In Advanced Research in Technologies, Information, Innovation and Sustainability (pp. 201-215). Springer. https://doi.org/10.1007/978-3-031-84078-4_15
Samouri, H. R., Fadaei Keyvani, R., & Kazem-Pour Dehka, P. (2025). The impact of digitalization on firm performance: Examining the roles of digital culture and supply chain capability (A case study of manufacturing firms in Rasht Industrial City). Proceedings of the 13th National Congress on Emerging Technologies in Sustainable Development in Iran,
Singh, R. K., Mishra, R., & He, Q. (2025). Sustainable Supply Chain and Environmental Collaboration in the Supply Chain Management: Agenda for Future Research and Implications. Business Strategy and the Environment, 34(5), 5487-5513. https://doi.org/10.1002/bse.4136
Slavinskaitė, N., Čižiūnienė, K., & Bundonytė, V. (2025). Assessment of the Sustainable Supply Chain Finance Factors. Sustainability, 17(3), 1002. https://doi.org/10.3390/su17031002
Song, H., Chen, S., & Xu, Y. (2024). Risk management in digital supply chains: Interplay of digital technologies and uncertainty. Journal of Business Research. https://www.sciencedirect.com/science/article/abs/pii/S1474034624000338
Syed, M. T., Khan, M. S., & Kadhum, M. M. (2024). The Digital Supply Chain: Challenges and Opportunities in Industry 4.0. Sl, 5(2), 7-13. https://doi.org/10.51470/esl.2024.5.2.07
Tathavadekar, V. P. (2025). Sustainable and Resilient Supply Chain Practices through Digital Transformation and Circular Economy Strategies. https://www.google.com/url?sa=t&source=web&rct=j&opi=89978449&url=https://zenodo.org/records/15605978/files/V13i601.pdf%3Fdownload%3D1&ved=2ahUKEwieoc2ai9eSAxUIXKQEHa4GApsQFnoECBsQAQ&usg=AOvVaw0S-paBPhl3RbMbSdYMcOWv
Yao, J. (2025). Analysis of the Factors Influencing Grain Supply Chain Resilience in China Using Bayesian Structural Equation Modeling. Sustainability, 17(7), 3250. https://doi.org/10.3390/su17073250
Yu, Y. (2025). The Impact of Digital Transformation on Supply Chain Resilience in Manufacturing: The Mediating Role of Supply Chain Integration. Sustainability, 17(9), 3873. https://doi.org/10.3390/su17093873
Zhang, L., Ng, E., & Rahman, M. M. (2026). Mapping the Transition to Automotive Circularity: A Systematic Review of Reverse Supply Chain Implementation. Sustainability, 18(2), 1129. https://doi.org/10.3390/su18021129
Zhou, W., & Masi, D. (2025). Sustainable Supply Chain Finance: A Multiple Case Study. Sustainability, 17(11), 4862. https://doi.org/10.3390/su17114862
Zijoodi, A. A., Sadjadi, S. J., & Tayefeh, M. (2025). The Strategies of Hub Facility Location and Its Utilization in Managing the Supply Chain of Perishable Products for Sustainability and Uncertainty Mitigation: A Literature Review. Journal of Future Sustainability, 127-140. https://doi.org/10.5267/j.jfs.2025.4.003
Downloads
Publication Timeline
- Submitted
- Revised
- Accepted
Issue
Section
License
Copyright (c) 2025 Mostafa Kolahdoozi (Author)

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.