GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open 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.
🌍 Global📚 Peer-reviewed · JournalLogistics2026#Supply ChainDOI
Impact of Circular Economy and Key Operational Parameters on Steel Supply Chain Performance Under a Dedicated Warehousing Policy: A Multi-Objective Case Study
Mai S. Abdelaziz, Tamer F. Abdelmaguid
Using real data from an Egyptian steel manufacturer, a multi-objective optimization model evaluates trade-offs among cost, tardiness, carbon emissions, and water ecological effects. It shows that dedicated warehousing enables batch-level sc…
📚 Peer-reviewed · JournalENGINEERING Environment2026#Supply ChainDOI
Supply chain structural leverage for synergetic reduction of food-related greenhouse gas and phosphorus emissions
Jiajing Pan, Qiumeng Zhong, Haifeng Zhou +3
This paper explores how supply chain structure can be leveraged to simultaneously reduce greenhouse gas and phosphorus emissions in food systems. It identifies key leverage points within the supply chain that can lead to synergistic emissio…
🌍 Global📚 Peer-reviewed · JournalEnvironmental Law Review2025#Supply ChainDOI
Achieving net zero carbon through construction procurement and contracting
Mosey D.
This paper explores procurement and contracting methods to achieve net zero carbon in the construction industry. It analyzes contractual terms and procurement policies that incentivize emission reductions across the supply chain. The paper …
📚 Peer-reviewed · JournalBusiness Strategy and the Environment2026#Supply ChainDOI
Decarbonization in Financial Turbulent Times: Global Value Chains and Regulatory Framework
Xiaoyong Xu, Lu Zhang, Kingsley Imandojemu +2
This study examines how global value chain (GVC) participation affects carbon emissions during financial turbulence using panel data from 153 countries and a quantile autoregressive distributed lag model. Deeper GVC participation consistent…
📚 Peer-reviewed · JournalPLoS ONE2026#Supply ChainDOI
Strategies for carbon reduction and advertising investments in partially centralized supply chains.
Weisi Zhang, Jiahao Kong, Wei Zhao +1
This study analyzes carbon reduction and green advertising decisions in supply chains under cap-and-trade. Higher carbon prices generally increase emission reduction efforts, but above a threshold, further increases can reduce incentives. T…
📚 Peer-reviewed · JournalLogistics Supply Chain Sustainability and Global Challenges2026#Supply ChainDOI
Green supply chain management framework for sustainable organizational performance and green management excellence
Shahzad Ashraf
This paper proposes an integrated framework combining Green Supply Chain Management (GSCM) with digital transformation (IoT, cloud, big data, automation). Through case evidence, it shows that digitalization enhances environmental monitoring…
CN📚 Peer-reviewed · JournalSustainability2026#Supply ChainDOI
Symbolic Compliance Along the Supply Chain: Customer Climate Pressure and Supplier Value-Chain Carbon Accountability in Chinese Listed Firms
Shanxin Mao, Yeting Li
This study examines downstream customer climate pressure on suppliers' green supply-chain management and value-chain carbon disclosure among Chinese listed firms. It constructs an exposure-weighted customer pressure measure and decomposes i…
🇨🇳 China📚 Peer-reviewed · JournalInternational Journal of Production Economics2026#Supply ChainDOI
Adapting supply chains to climate change through climate innovation: A socio-technical systems perspective
Baofeng Zhang, Jianjun Lu, Dakuan Qiao +1
This paper explores how to adapt supply chains to climate change through climate innovation from a socio-technical systems perspective. It provides a framework to enhance supply chain resilience and mitigate climate risks.
🇨🇳 China📚 Peer-reviewed · JournalGlobal Food Security2026#Supply ChainDOI
Food loss and waste GHG emissions under various interventions and their climate change impacts by 2050
Xue Ling, Maoyao Cai, Jingyu Zhu +5
This paper quantifies GHG emissions from food loss and waste and evaluates the effectiveness of various interventions on climate change impacts by 2050. It provides insights into emission reduction potential across the food supply chain and…
🇨🇳 China📚 Peer-reviewed · JournalJournal of Environmental Management2026#Supply ChainDOI
Carbon risk and corporate supply chain resilience
Tingwei Luo, Fubi Luo, Min Liao
This study investigates how carbon risk affects corporate supply chain resilience. It analyzes how firms adapt to increasing vulnerabilities from climate-related regulations and market pressures.
🇨🇳 China📚 Peer-reviewed · JournaliScience2026#Supply ChainDOI
Environmental disclosure and supply chain carbon leakage
Mengjie Li, Weijian Du
This study empirically examines how environmental disclosure by listed companies affects carbon emissions in the supply chain. It finds that disclosure increases, rather than reduces, total supply chain emissions, revealing hidden carbon le…
🇨🇳 China📚 Peer-reviewed · JournalInternational Journal of Parallel Emergent and Distributed Systems2026#Supply ChainDOI
Optimization method of low-carbon logistics network for automotive-parts based on IPSO
Chen Chunxia, Zhihua Yang
This paper proposes a low-carbon logistics network optimization method for automotive parts using an improved particle swarm algorithm (IPSO). A multi-objective optimization model considering distance, load, and transport modes achieves low…
📚 Peer-reviewed · JournalJournal of Environmental Management2026#Supply ChainDOI
Customer concentration and suppliers' impression management in climate disclosures
Yan X.
This paper investigates how customer concentration affects suppliers' impression management in climate disclosures. It provides empirical evidence that suppliers with concentrated customer bases tend to present climate information strategic…
📚 Peer-reviewed · JournalJournal of Enterprise Information Management2026#Supply ChainDOI
Sustainable and resilient agricultural supply chains for net-zero goals: a circular economy and stochastic modeling perspective
Saeedi M.
This paper proposes building sustainable and resilient agricultural supply chains for net-zero goals, integrating circular economy principles and stochastic modeling. It aims to reduce environmental impact while enhancing resilience, offeri…
🌍 Global📚 Peer-reviewed · JournalFrontiers in Sustainable Food Systems2026#Supply ChainDOI
Carbon-intensive logistics and food security: structural vulnerability in global food imports
Omar Abu Risha, Jifan Ren, Mohammed Ismail Alhussam +3
This study examines the relationship between transport emissions from imported food and national food security. Using a dynamic panel model on 169 countries, it finds that higher transport emissions are negatively associated with food secur…
📚 Peer-reviewed · JournalWukari International Studies Journal2026#Supply ChainDOI
FinTech-Enabled Pathways for Achieving Carbon Neutrality in Global Supply Chains: Integrating Blockchain, Artificial Intelligence, and Green Finance for Systemic Sustainability
Abdulrasaq Mustapha
This study conceptually outlines seven pathways through which fintech (blockchain, AI, digital finance) enables carbon neutrality in global supply chains: financial access, real-time monitoring, innovation-driven adoption, policy alignment,…
CN📚 Peer-reviewed · JournalInternational journal of research and innovation in social science2026#Supply ChainDOI
Data Elements Driving Supply Chain Resilience Enhancement in Cross-Border E-Commerce Enterprises: A Dual Perspective of Digital Platform Empowerment and Data Governance
Shuang Jiang
This paper empirically examines how data elements enhance supply chain resilience in Chinese cross-border e-commerce firms. It finds that digital platform empowerment and data governance quality serve as partial mediators, with environmenta…
PreprintZenodo2026#Supply ChainDOI
Audit-Grade Evidence as a Financial Risk Control in EU-Brazil Supply Chains: A Technical Framework for Regulatory Defensibility, Contract Continuity and Board-Level Risk Governance
Villanova, Marcio
This paper proposes a risk-control framework for converting supplier operational evidence into audit-grade documentation in EU-Brazil supply chains. It introduces the Evidence Defensibility Matrix, a five-level model linking documentation q…
PreprintZenodo2026#Supply ChainDOI
The Middle East Conflict and Its Implications for Global Supply Chains: An ASEAN Perspective
Sukardi, Dr. Benius, M.M., Ph. D, Dr. Alexandra Hukom, S.E., M. Si
This study analyzes the impact of Middle East conflicts on ASEAN economies using panel regression, VAR, and event study. It finds oil price shocks significantly increase inflation, currency depreciation, and logistics costs. Policy implicat…
🌍 GlobalDatasetZenodo2026#Supply ChainDOI
Supplementary materials: A Spatially Informed Resource Nexus Perspective for Net Zero Transition of the Textile and Apparel Industry V1
Reza, Alavy Kifait
This dataset provides supplementary materials for a systematic literature review on net zero transition of the textile and apparel industry. It includes appendices, MAXQDA Browser Matrix output, heatmap data, and geographical analysis, show…