Kharazmi University International Journal of Supply and Operations Management 2383-1359 13 1 2026 02 01 Evaluating Blockchain Integration In Intelligent Logistics Ecosystems: A Comparative MCDM Approach 61 79 2976 10.22034/ijsom.2026.110886.3464 EN Zineb Kamal Idrissi Hassan First University, ENSA, LAMSAD Laboratory, Berrechid, Morocco Mohamed Lachgar Cadi Ayyad University, Higher Normal School, L2IS Laboratory, Marrakech, Morocco Hamid Hrimech Hassan First University, ENSA, LAMSAD Laboratory, Berrechid, Morocco Journal Article 2025 09 04 <strong>Objective:</strong> Supply chain management in dynamic environments requires advanced digital technologies to enhance transparency, security, and operational efficiency. Blockchain technology has emerged as a promising solution for improving traceability and trust in intelligent logistics ecosystems. The objective of this study is to evaluate and compare blockchain platform alternatives using a structured multi-criteria decision-making framework in order to support technology selection in modern logistics systems.<br /><strong>Methods:</strong> This research applies a comparative multi-criteria decision-making approach integrating Analytic Hierarchy Process (AHP), Fuzzy Analytic Hierarchy Process (FAHP), AHP-TOPSIS, and Fuzzy AHP-Fuzzy TOPSIS methods. A hierarchical evaluation model was developed. Expert judgments and literature-based criteria were used to determine weights and assess the relative performance of blockchain platform alternatives.<br /><strong>Results:</strong> The evaluation results demonstrate consistent rankings across both crisp and fuzzy decision models. Sensitivity analysis further confirms the robustness of the ranking results under different weighting scenarios.<br /><strong>Conclusion</strong>: The findings highlight the importance of scalability, interoperability, and transparency when selecting blockchain platforms for intelligent logistics ecosystems. The proposed framework provides decision-makers with a systematic evaluation tool that can support strategic technology adoption and improve decision quality in supply chain digital transformation initiatives. MCDM AHP TOPSIS Logistics Blockchain http://www.ijsom.com/article_2976_a209ca7b50dcaab2db7c2d4d1223d4d5.pdf