Investigating the Sustainable Healthcare Cold Chain Suppliers' Performance and their Desirability to Embrace Resilience Using a Stratified Fuzzy Hybrid Approach

Achieving sustainability and resilience in cold supply chain (CDSC) operations has lately attained prominence in healthcare amid climate change, natural catastrophes, and geopolitical crises. This study contributes to the literature by developing a comprehensive framework to establish a sustainable-resilient buyer-supplier relationship to enhance CDSC efficiency. In this context, a stratified fuzzy variant of the best-worst method (SFBWM) was proposed to assess the significance of key performance indicators (KPIs) under several future scenarios. Subsequently, the extended version of the fuzzy complex proportional assessment (EFCOPRAS) method was presented to assess incumbent suppliers' performance and classify them into three selection categories: retain, develop, and switch. Later, a Pakistani healthcare case study and extensive sensitivity and comparative analyses determined the practicality and accuracy of the suggested decision support framework. The case study results demonstrate that, regarding suppliers' capability, the “Timely delivery” KPI gained significant importance, whereas the KPI “Agility” acquired noteworthy importance in terms of suppliers' desirability.

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Publication Details

Journal
International Journal of Information Technology & Decision Making
Published
2026-07-24
DOI
https://doi.org/10.1142/s0219622026500756
Primary Topic
Supply Chain Resilience and Risk Management
Type
article
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article

Investigating the Sustainable Healthcare Cold Chain Suppliers' Performance and their Desirability to Embrace Resilience Using a Stratified Fuzzy Hybrid Approach

Ming Liu, Muhammad Shoaib, Hassan Ali
International Journal of Information Technology & Decision Making
Supply Chain Resilience and Risk Management
article

Investigating the Sustainable Healthcare Cold Chain Suppliers' Performance and their Desirability to Embrace Resilience Using a Stratified Fuzzy Hybrid Approach

Ming Liu, Muhammad Shoaib, Hassan Ali
article en

Abstract

Achieving sustainability and resilience in cold supply chain (CDSC) operations has lately attained prominence in healthcare amid climate change, natural catastrophes, and geopolitical crises. This study contributes to the literature by developing a comprehensive framework to establish a sustainable-resilient buyer-supplier relationship to enhance CDSC efficiency. In this context, a stratified fuzzy variant of the best-worst method (SFBWM) was proposed to assess the significance of key performance indicators (KPIs) under several future scenarios. Subsequently, the extended version of the fuzzy complex proportional assessment (EFCOPRAS) method was presented to assess incumbent suppliers' performance and classify them into three selection categories: retain, develop, and switch. Later, a Pakistani healthcare case study and extensive sensitivity and comparative analyses determined the practicality and accuracy of the suggested decision support framework. The case study results demonstrate that, regarding suppliers' capability, the “Timely delivery” KPI gained significant importance, whereas the KPI “Agility” acquired noteworthy importance in terms of suppliers' desirability.

International Journal of Information Technology & Decision Making
Twitter (United States) (US)
Openalex Percentile: Top 7%
Supply Chain Resilience and Risk Management
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Investigating the Sustainable Healthcare Cold Chain Suppliers' Performance and their Desirability to Embrace Resilience Using a Stratified Fuzzy Hybrid Approach — Ming Liu, Muhammad Shoaib, et al. · International Journal of Information Technology & Decision Making (2026) | TGRS Research Map | TGRS