GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 14 contributing scholarly metadata sources and uses AI-assisted classification to identify signals related to measurement, policy narratives, outcomes, implementation, industrial adoption, and verification.
The goal is not only to discover papers, but to observe how GX research is distributed across research substance, implementation narratives, external expectations, implementation substance, and judgment formation.
Summaries are AI-assisted. Always refer to the original paper for authoritative conclusions.
Peer-reviewed🌍 GlobalJournalJournal of Dynamics and Games2026#Supply ChainDOI
Research on the decision-making of third-party remanufacturing closed-loop supply chain with remanufacturing process innovation and risk aversion
Zichun Deng, Mohd Rizaimy Shaharudin, S. Sarifah Radiah Shariff +1
This paper analyzes decision-making in a closed-loop supply chain with third-party remanufacturing, focusing on how remanufacturing process innovation and risk aversion affect firms' strategies and profitability, offering insights for circu…
JournalProcess Integration and Optimization for Sustainability2026#Supply ChainDOI
Mapping the Evolution of Low-Carbon Supply Chain Research: A Systematic Review with Non-Negative Matrix Factorization-Assisted Topic Modeling
Sheng-Wei Lin, Huai-Wei Lo, Wen‐Min Lu
This paper systematically reviews low-carbon supply chain research, using NMF-assisted topic modeling to map the evolution of key themes and trends. It provides a comprehensive overview of the field, highlighting research gaps and future di…
Peer-reviewed🌍 GlobalJournalIndustrial Management & Data Systems2026#Supply ChainDOI
Role of digital supply chain capabilities in streamlining regionalization initiatives
A. Butt
This qualitative study, based on 40 interviews across 11 manufacturing firms, examines how digital supply chain capabilities (IoT, blockchain) enable regionalization. It finds that digitally embedded information-processing and evidence-prod…
Peer-reviewed🌍 GlobalJournalJournal of Business Insight and Innovation2026#Supply ChainDOI
Decarbonization and Sustainable Supply Chains: A Systematic Review of Supplier Engagement, Digital Traceability, and Carbon Governance
Israr Hussain Raisani, Kamran Khan, Ifrah Khalid Ghauri +1
This systematic review analyzes 25 peer-reviewed articles on supply chain decarbonization, focusing on supplier engagement, digital traceability, and carbon governance. Findings show that supplier collaboration and digital technologies (blo…
Peer-reviewed🇨🇳 ChinaJournalJournal of Geographical Sciences2026#Supply ChainDOI
Mapping embodied clean energy in global supply Chains: Uneven transitions and drivers
Wei Sun, Zihan Yang, Guodong Fang
This paper maps embodied clean energy in global supply chains, revealing uneven transitions and their drivers. It highlights regional disparities and inter-industry linkages, offering policy insights for sustainable energy transitions.
Preprint🇯🇵→🌍 Japan-to-Global🇯🇵 JapanResearch Square2026#Supply ChainDOI
Production-network embedding and embodied carbon–energy footprints in semiconductor supply chains: An MRIO scenario analysis of Taiwan, Japan, and the United States
Takuya Shimamura, Shunsuke Managi
This paper uses a multi-regional input-output (MRIO) model to analyze how production-network structures in semiconductor supply chains across Taiwan, Japan, and the US affect embodied carbon and energy footprints. Scenario analysis quantifi…
Peer-reviewedJournalInternational Journal of Youth Entrepreneurship Studies2026#Supply ChainDOI
Driving Low-Carbon Supply Chain Integration in Youth Ventures: A Multiple-Case Study of Green Entrepreneurial Orientation and Human Capital
XuanYe Zhuang
This qualitative study investigates how youth-managed manufacturing firms achieve low-carbon supply chain integration. Based on six cases, it identifies a recursive process of opportunity recognition, low-cost carbon exploration, and policy…
Peer-reviewed🇨🇳 ChinaJournalUniversity of Birmingham Research Portal (University of Birmingham)2026#Supply Chain
The paradox of strategic altruistic behavior in a low carbon supply chain
Yu Xia, Xu Chen, Xiaojun; id_orcid 0000-0002-5788-9387 Wang
This paper examines the paradox of strategic altruistic behavior in low-carbon supply chains. It theoretically analyzes how altruistic actions may not always lead to environmental or profit improvements, offering insights for enhancing over…
Peer-reviewedJournalInkubis Jurnal Ekonomi dan Bisnis2026#Supply ChainDOI
Green Economy Implementation in Global Supply Chains: An Islamic Economic Perspective on the Prohibition of Israf through Apple's Carbon Neutrality Strategy
Faridah Irmayanthy, Abdul Aziz, Dewi Fatmasari
This study analyzes Apple's carbon neutrality strategy from an Islamic economic perspective, showing alignment between the prohibition of Israf (waste) and green economy principles. Practices like renewable energy and circular economy suppo…
Peer-reviewedJournalProcess Integration and Optimization for Sustainability2026#Supply ChainDOI
Resolving Conflict Between Informal and Formal Stakeholders in Urban Mining E-Waste Supply Chains: A DEMATEL–BWM–ISM Framework for Circular Decarbonization Pathways
Ilyas Masudin, Dian Palupi Restuputri, Rangga Primadasa +1
This paper analyzes conflicts between informal and formal stakeholders in urban mining e-waste supply chains using an integrated DEMATEL–BWM–ISM framework, proposing pathways that align circular economy and decarbonization. It structures st…
Peer-reviewed🇨🇳 ChinaJournalAdvances in Economics Management and Political Sciences2026#Supply ChainDOI
Research on Economic and Environmental Benefit Evaluation of Eco-Friendly Material Application and Recycling Technology Integration under Closed-Loop Supply Chain
Qiqi Liu
Against carbon peak and neutrality goals, this paper analyzes the integrated operation of eco-friendly materials and recycling technologies in closed-loop supply chains, using Apple Inc. as a case study. It finds that adopting recycled alum…
Peer-reviewed🇨🇳 ChinaJournalSystems2026#Supply ChainDOI
Adopting CER Technology and Coordination in Capital-Constrained Low-Carbon Supply Chains: A Fairness Concern Perspective
Haiyang Cui, Yu-Wei Li, Gui‐Hua Lin +1
This paper models a low-carbon supply chain where a capital-constrained manufacturer adopts CER technology via bank loans, considering retailer fairness concerns. It finds that fairness reduces manufacturer profit but can lead to coordinati…
Peer-reviewedJournalFood Policy2018#Supply ChainDOI
Greenhouse gas emissions of food waste disposal options for UK retailers
Moult J.A.
This study compares greenhouse gas emissions from various food waste disposal options (landfill, composting, anaerobic digestion, etc.) for UK retailers, providing insights for decarbonizing waste management in retail supply chains.
Peer-reviewedJournalInternational Journal of Intelligent Enterprise2026#Supply ChainDOI
Towards net-zero supply chains: the Industry 4.0 technology's catalysts in emission reduction
Rathore S.
This paper examines the role of Industry 4.0 technologies in reducing supply chain emissions towards net-zero targets. While specific details are unavailable, it suggests that technology adoption can catalyze emission reductions.
Peer-reviewed🌍 GlobalJournalScience2026#Supply ChainDOI
False reporting undermines the integrity of supply chain sustainability initiatives
Federico Cammelli, Johan Six, Rachael Garrett
A field experiment among Côte d'Ivoire cocoa farms tests an approach to improve auditor reporting, revealing the prevalence of false reporting in supply chain sustainability audits and demonstrating a potential corrective mechanism.
Peer-reviewedJournalAnimals2026#Supply ChainDOI
Multivariable Analysis of the Carbon Footprint of a Branded Beef Supply Chain Using Individual Animal Data and Carcass Characteristics
Riley O’Shannessy, Stephen Wiedemann
This study conducts a large-scale LCA of a branded beef supply chain in southern Australia, integrating individual animal data for the first time. Using data from 200 farms and 514,922 cattle, it calculates farm gate and processor gate carb…
Peer-reviewed🇺🇸 USAJournalJournal of Industrial Ecology2026#Supply ChainDOI
Cross life cycle opportunities for increasing the post-consumer recycled content of aluminum automotive body sheet in the United States
Alissa Tsai, Yongxian Zhu, Mohammadreza Heidari +1
This study quantifies the potential to increase post-consumer recycled content (PCRC) in aluminum automotive body sheet (ABS) in the U.S., using composition-specific dynamic material flow analysis and linear optimization. By 2050, ELV scrap…
Peer-reviewedJournalEnvironmental Research and Technology2026#Supply ChainDOI
Logistics and supply chain management in the Industry 5.0 era: Human-centric digitalization, sustainability, resilience, and performance dynamics
Suzan Oğuz
This study systematically reviews the multidimensional impacts of Industry 5.0 on logistics and supply chain management, focusing on human-centric digitalization and sustainability. Following PRISMA, 47 peer-reviewed studies were analyzed t…
Peer-reviewed🌍 GlobalJournalBusiness Strategy and the Environment2026#Supply ChainDOI
The Global Supply Chain Resilience Paradox as an Ethical Dilemma: Trade‐offs, Tensions, and Multilevel Strategies in Times of Crisis and Disruption
Piotr Warmbier, Aseem Kinra, D. Ivanov +1
This study examines the resilience paradox in global supply chains, showing how trade-offs between economic and socio-ecological resilience escalate into managerial dilemmas under high environmental uncertainty. Analyzing an automotive supp…
DatasetZenodo (CERN European Organization for Nuclear Research)2026#Supply ChainDOI
Carbon, circularity and criticality: sourcing model and parameters
Bart Lahcen
This linear programming model integrates carbon, circularity, and supply risk in materials sourcing. It allocates a purchaser's requirement across supply routes, minimizing embodied carbon subject to caps on single-country exposure, recycle…