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Climate Change Impacts’ Mitigation Strategies in Sustainable Supply Chain Management and Pragmatism of Data Envelopment Analysis and Malmquist Index in its Measurement

気候変動影響の緩和戦略:持続可能なサプライチェーン管理におけるデータ包絡分析法とマルムキスト指数の実用性とその測定 (AI 翻訳)

Mohsen Malekalketab Khiabani, Wan Khairuzzaman Wan Ismail, Farhad Ebrahimi

Logistics Supply Chain Sustainability and Global Challenges📚 査読済 / ジャーナル2026-03-24#サプライチェーンOrigin: Global
DOI: 10.2478/jlst-2026-0002
原典: https://doi.org/10.2478/jlst-2026-0002

🤖 gxceed AI 要約

日本語

本レビューは、サプライチェーン管理における気候変動緩和戦略を体系的に整理し、データ包絡分析法(DEA)とマルムキスト指数(MI)を用いたエコ効率性評価の実用性を検討。グリーン技術採用や炭素排出削減など4つの主要経路を特定し、理論的・方法論的進展に貢献する。ただし、DEAモデルの標準化や社会的指標の統合に課題を残す。

English

This review systematically synthesizes literature on mitigation strategies in sustainable supply chain management (SSCM), focusing on Data Envelopment Analysis (DEA) and Malmquist Index (MI) for assessing eco-efficiency. It identifies four main pathways: green technology adoption, carbon reduction, circular economy, and resilience. The study highlights enablers like digital transformation and stakeholder collaboration, while noting gaps in model standardization and social indicators.

Unofficial AI-generated summary based on the public title and abstract. Not an official translation.

📝 gxceed 編集解説 — Why this matters

日本のGX文脈において

日本企業のサプライチェーン全体でのGHG排出削減(Scope 3)が求められる中、本レビューは定量的効率性評価手法を提供し、日本企業の気候関連開示やサプライチェーン管理の高度化に示唆を与える。ただし、日本特有のケーススタディは含まれていない。

In the global GX context

Global supply chains face pressure for transparent climate disclosure (e.g., CSRD, SEC). This review offers a methodological framework using DEA and Malmquist Index that can complement existing carbon accounting and efficiency benchmarking practices, aiding firms in meeting disclosure requirements.

👥 読者別の含意

🔬研究者:This review provides a structured overview of DEA and Malmquist Index applications in SSCM, useful for methodological development.

🏢実務担当者:Companies can adopt the proposed DEA-MI framework to benchmark eco-efficiency and track sustainability performance over time.

🏛政策担当者:The identified gaps in social indicators and standardization highlight areas for regulatory guidance.

📄 Abstract(原文)

Abstract The escalating consequences of climate change have highlighted the urgent necessity of integrating sustainability into supply chain management to mitigate environmental impacts while maintaining economic viability. This review systematically synthesizes the existing literature on mitigation strategies within Sustainable Supply Chain Management (hereafter: SSCM), with a focus on the practicality of analytical application of Data Envelopment Analysis (hereafter: DEA) and the Malmquist Index (hereafter: MI) in assessing eco-efficiency, productivity, and technological progress. Drawing upon an in-depth review of the literature conducted during the preparation of this article in February-March 2025, felicitous and expedient studies published from 1984 to 2024 were reviewed. It identified four principal mitigation pathways: the adoption of green technologies, carbon emission reduction initiatives, resource optimization through circular economy practices, and resilience enhancement against climate-induced disruptions. The integration of knowledge-based, systems, and swift-flow theories provides a robust conceptual foundation for understanding the dynamic and adaptive nature of SSCM. The findings indicate that technological innovation, digital transformation, and stakeholder collaboration are critical enablers of sustainable performance and climate resilience. Furthermore, the study emphasizes methodological advancements through the combined use of DEA and MI in benchmarking performance and tracking sustainability trajectories over time. Despite significant progress, notable gaps remain regarding the standardization of DEA models, the inclusion of social sustainability indicators, and the empirical validation of digitalization impacts. This review contributes to the theoretical and methodological advancement of SSCM by developing an integrative conceptual framework that links climate change impacts, mitigation strategies, and quantitative performance evaluation. The insights derived offer valuable guidance for researchers, practitioners, and policymakers seeking to design resilient, efficient, and environmentally responsible supply chains in an era of climate uncertainty.

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