Sustainable Logistics: A Bibliometric Mapping of Green Practices, Challenges, and Innovations
持続可能な物流：グリーン慣行、課題、革新の文献計量マッピング (AI 翻訳)
L. Judijanto
🤖 gxceed AI 要約
日本語
本研究は、Scopusデータベースを用いた文献計量分析により、持続可能な物流の知的構造とテーマの進化を明らかにした。グリーンサプライチェーン管理や環境影響緩和が中心的なテーマであり、初期研究は排出制御が中心だったが、近年はデジタル技術や循環型実践への移行が見られる。機械学習などの新興テーマはまだ統合が進んでいない。この分析は研究者や実務者に統合的で将来志向の持続可能な物流戦略の洞察を提供する。
English
This study uses bibliometric analysis on Scopus data to map the intellectual structure and thematic evolution of sustainable logistics research. It reveals that green supply chain management and environmental impact mitigation are central, with a shift from early emission control to innovation-driven approaches like digital technologies and circular practices. Emerging themes like machine learning remain less integrated. The results provide insights for developing integrated sustainable logistics strategies.
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
日本では物流の2024年問題やカーボンニュートラル目標に伴い、グリーン物流の重要性が高まっている。本分析は国際的な研究動向を俯瞰するもので、日本企業が取り組むべきイノベーションや課題の全体像を理解するのに有用である。
In the global GX context
Sustainable logistics is critical for global supply chain decarbonization. This bibliometric overview helps practitioners and policymakers identify key research streams and innovation trends, supporting alignment with frameworks like CDP supply chain engagement and SBTi.
👥 読者別の含意
🔬研究者:Provides a structured overview of the field, highlighting underexplored areas like machine learning integration for future research.
🏢実務担当者:Offers a map of green practices and innovations to benchmark against industry trends and identify areas for investment.
🏛政策担当者:Can inform policy priorities by showing the evolution from emission control to circular and digital approaches.
📄 Abstract（原文）
This study aims to map the intellectual structure, thematic evolution, and emerging research directions in sustainable logistics through a bibliometric analysis of green practices, key challenges, and innovation trends. Data were collected from the Scopus database and analyzed using VOSviewer and Bibliometrix to examine keyword co-occurrence, thematic clusters, and temporal developments. The findings reveal that sustainable development, sustainability, and logistics constitute the central foundation of the field, with strong emphasis on green supply chain management and environmental impact mitigation. Early research predominantly focused on emission control and environmental measurement, while recent studies show a shift toward innovation-driven approaches, including digital technologies, circular practices, and data-based decision-making. Despite this progression, emerging themes such as machine learning and information management remain less integrated into the core discourse. This study contributes by providing a comprehensive and structured understanding of sustainable logistics research, highlighting the interconnected roles of green practices, operational challenges, and innovation. The results offer insights for academics and practitioners in identifying future research opportunities and developing more integrated and forward-looking sustainable logistics strategies.
🔗 Provenance — このレコードを発見したソース
- semanticscholar https://doi.org/10.58812/sdi.v2i01.2729first seen 2026-05-05 22:20:30
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