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A Fermatean Fuzzy Game-Theoretic Framework for Policy Design in Sustainable Health Supply Chains

  • Ertugrul Ayyildiz
  • , Mirac Murat
  • , Gokhan Ozcelik
  • , Bahar Yalcin Kavus
  • , Tolga Kudret Karaca*
  • *Corresponding author for this work
  • Karadeniz Technical University
  • Izmir Katip Celebi University
  • Istanbul Topkapi University

Research output: Contribution to journalArticlepeer-review

Abstract

Medicine and vaccine supply chains in Nigeria are socio-technical systems exposed to persistent uncertainty and disruption. Existing studies rarely integrate systems thinking with uncertainty-aware decision tools to jointly prioritize challenges and policy responses. This study asks which policy mix most effectively strengthens these supply chains while balancing multiple, conflicting criteria and stakeholder judgments. We develop a two-stage Fermatean fuzzy framework that first weights 35 challenges using Fermatean Fuzzy Stepwise Weight Assessment Ratio Analysis (FF-SWARA) and then ranks four policy alternatives via Fermatean Fuzzy VI & scaron;eKriterijumska Optimizacija I Kompromisno Resenje (FF-VIKOR), based on expert elicitation and linguistic assessments. Results identify interruption of drug supplies, limited vaccine funding, cold-chain potency loss, human resource shortages, and product damage as the most critical challenges. FF-VIKOR prioritizes Effective Implementation of Existing Policies as the best alternative, followed by Improving Access to Medicines and Vaccines, indicating that governance quality and access-enabling infrastructure are complementary levers for resilience. To further enhance robustness, we embed the VIKOR outcomes into a policy-oriented game-theoretic analysis, where strategic weighting scenarios (e.g., cost-focused, infrastructure-driven, human-capital focused) interact with policy choices. The equilibrium results reveal that a mixed strategy combining Effective Implementation of Existing Policies and Strengthening Distribution and Storage Systems guarantees the best compromise performance across adversarial scenarios. The proposed framework operationalizes systems thinking for uncertainty-aware and strategically robust policy design and can be extended with real-time data integration, scenario planning, and regional replication to guide adaptive supply chain governance.
Original languageEnglish
Article number3644
Number of pages36
JournalMathematics
Volume13
Issue number22
DOIs
Publication statusPublished - 13 Nov 2025

Keywords

  • Fermatean fuzzy sets
  • Game-theory
  • Health supply chains
  • Supply chain uncertainty
  • Vaccine

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