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.
🇨🇳 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…
📚 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…
🌍 Global📚 Peer-reviewed · JournalmLAC Journal for Arts, Commerce and Sciences (m-JACS) ISSN: 2584-19202026#Supply ChainDOI
DIGITAL AGRI-FINANCE AND SUSTAINABLE TRADE: CONCEPTUALIZING FPO ACCESS TO AGRI-DERIVATIVES AND ORGANIC CERTIFICATION MARKETS
Siddalingaswamy M G, Shifa Fathima A, Safeer Pasha M
This conceptual study explores how digital agri-finance can enhance Farmer Producer Organizations' (FPOs) access to agri-derivatives and organic certification markets. It proposes a framework integrating digital tools (e-wallets, agri-finte…
📚 Peer-reviewed · JournalAmerican Journal of Innovation in Science and Engineering2026#Supply ChainDOI
Integrated Inventory Model for Multi Item under Price - Sensitive Demand with Controllable Lead Time and Greenhouse Gas Emission Effect on Production andTransportation
Neetu Rawat, Rakesh Pandey
This paper proposes an integrated inventory model for a supply chain where a single vendor supplies multiple items to multiple buyers. It incorporates greenhouse gas (GHG) emission costs in production and transportation, considers controlla…
📚 Peer-reviewed · JournalNature Food2024#Supply ChainDOI
Switches in food and beverage product purchases can reduce greenhouse gas emissions in Australia
Gaines A.
This article explores how changing food and beverage purchasing patterns in Australia can reduce greenhouse gas emissions. It analyzes the environmental impact of consumer behavior shifts and highlights the importance of transitioning to su…
📚 Peer-reviewed · JournalOperational Research2026#Supply ChainDOI
Full participation of closed-loop supply chain considering secondary market with portfolio government environmental regulation
Jia‐yi Sun, Xiaojie Zhang, Fengmin Yao
This paper analyzes the impact of a portfolio of government environmental regulations on full participation of firms in a closed-loop supply chain with a secondary market. Using a theoretical model, it examines how the combination of policy…
📚 Peer-reviewed · JournalProcess Integration and Optimization for Sustainability2026#Supply ChainDOI
A Multi-Item Partial Backordering and Lost Sales Economic Order Quantity Model with Cross-Selling Correlated Demand Considering Budget and Greenhouse Gas Emission Constraints
Soheili A.
This study proposes a multi-item economic order quantity model that incorporates cross-selling correlated demand, partial backordering, and lost sales under budget and greenhouse gas emission constraints. It aims to optimize inventory decis…
📚 Peer-reviewed · JournalAdvances in Economics, Management and Political Sciences2026#Supply ChainDOI
The Relationship Between Supply Chain Sustainability and Corporate Performance
Jingran Qin
This paper reviews the relationship between supply chain sustainability and corporate performance, analyzing both short-term cost burdens and long-term benefits such as capital market returns and eased financing constraints. It finds that w…
🌍 Global📚 Peer-reviewed · JournalJournal of Science of the University of Kelaniya2026#Supply ChainDOI
Supply Chain Performance in The Manufacturing Sector: A Systematic Review
W. Weerapana, C. Kavirathna
This systematic review synthesizes 35 empirical studies on supply chain performance (SCP) in manufacturing from 2015-2025 using PRISMA. Findings show SCP research concentrates in Asia-Pacific, with environmental sustainability and digital i…
🌍 Global📚 Peer-reviewed · JournalWorld Journal of Advanced Research and Reviews2026#Supply ChainDOI
Predictive analytics for climate-resilient timber supply chains: Integrating anomaly detection with carbon sequestration and risk scoring
Emmanuel Hagan, Laurence Akakpo, Tadiwa Lennon Kasuwa +5
This paper proposes integrating predictive analytics, anomaly detection, and carbon risk scoring to enhance resilience and sustainability of timber supply chains under climate change. Using 1992-2020 global forest and carbon data, a Random …
🌍 Global📚 Peer-reviewed · JournalDiscover Sustainability2026#Supply ChainDOI
Leveraging Industry 5.0 technologies to achieve net zero and nature positive sustainable supply chains
Benbrahim F.Z.
This paper explores how Industry 5.0 technologies (AI, IoT, robotics) can be leveraged to achieve net zero and nature positive outcomes across supply chains. It discusses potential applications in sustainable sourcing, production, and logis…
📚 Peer-reviewed · JournalInternational Journal of Drug Delivery Technology2026#Supply ChainDOI
Circular Economy Profitability in Pharmaceutical Drug Delivery Systems: A Sustainability Framework Integrating Green Leadership and Environmental Accounting
Avinash Chopra, Sunny Gupta, Saumya Vatsyayan +1
This conceptual study proposes a sustainability framework integrating circular economy principles, green leadership, and environmental accounting for pharmaceutical drug delivery systems. Based on secondary data, it finds that circular econ…
📚 Peer-reviewed · JournalJURNAL MANAJEMEN INDUSTRI DAN LOGISTIK2026#Supply ChainDOI
Integrating Material Circularity and Green Logistics Indicators in Supply Chain Performance Measurement Using the Green SCOR Model
Alina Cynthia Dewi, Maria Fiore Winni Kristianes, Mohammad Rachman Waluyo +1
This study develops a supply chain performance measurement system integrating environmental dimensions for the textile (non-woven) industry. It identifies 22 validated indicators including recycled material usage, and uses AHP and Objective…