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.
CN📚 Peer-reviewed · JournalAdvances in Economics, Management and Political Sciences2026#Supply ChainDOI
Green Operation Innovation of Enterprises under ESG Rating Pressure
Jitang Feng, Liangsi Wu, Manfei Yang
This study examines the impact of ESG rating pressure on low-carbon supply chain performance using Chinese A-share listed companies (2010-2023). Using a panel data mediation model, it finds that ESG pressure enhances low-carbon supply chain…
📚 Peer-reviewed · JournalInternational journal of research and innovation in social science2026#Supply ChainDOI
Green Transportation Acceptance and Carbon Footprint Reduction in Supply Chain Logistics
M. Mukhtar, Nurul Anisah Mohd Jamaludin, Sayed Kushairi Sayed Nordin
This study investigates factors influencing transportation-related carbon footprint among logistics workers in Malaysia using the Theory of Planned Behaviour. Awareness and transportation habits significantly predict carbon footprint, while…
CN📚 Peer-reviewed · JournalSustainability2026#Supply ChainDOI
Supply Chain Finance and Corporate Zero-Carbon Transition: An Empirical Study from China
Chenting Wang, Guoping Ding
This study uses data from Chinese A-share listed companies (2008-2023) to examine how supply chain finance affects corporate zero-carbon transition. Using text analysis, it constructs a zero-carbon index and supply chain finance indicator. …
📚 Peer-reviewed · JournalCorporate Social Responsibility and Environmental Management2026#Supply ChainDOI
Supplier Environmental Assessment in Sustainability Reporting: Evidence From Top <scp>ESG</scp> ‐Performing Brazilian Firms
João Vyctor Brás dos Santos, Tiago F. A. C. Sigahi, Deoclécio Júnior Cardoso da Silva +4
This study evaluates the maturity of supplier-related environmental disclosures in sustainability reports of top ESG-performing Brazilian firms. Using CRITIC weighting and Grey Fixed Weight Clustering on 67 reports, it finds that nearly 60%…
📚 Peer-reviewed · JournalSupply Chain Management2026#Supply ChainDOI
Sustainability-related opportunism in buyer–supplier relationships: a behavioral perspective on passive vs active forms and integrity-based trust
Anupama Prashar, Naman Agarwal
This study examines how sustainability-related supplier opportunism (active vs. passive) affects buyer responses, using a behavioral lens. Through two experiments, it finds that active opportunism is perceived as more severe and reduces buy…
🌍 Global📚 Peer-reviewed · JournalBusiness Strategy and the Environment2026#Supply ChainDOI
Decarbonization Boundary Choices and the Effectiveness of Stakeholder Engagement in Voluntary Climate Action Commitments: Evidence From Emerging Economies
David Tobón Orozco, Jose Pla‐Barber
This study examines how stakeholder engagement influences voluntary climate action commitments (CACs) using data from 98 Colombian firms. Decarbonization insourcing (DIN) directly boosts CAC and positively moderates the effect of stakeholde…
🇨🇳 China📚 Peer-reviewed · JournalInternational Journal of Production Economics2026#Supply ChainDOI
Incentive Contract Design with Endogenous Information Acquisition in a Low-Carbon Supply Chain
Yao Luo, Shuna Wang, Wei Xiao
Examines incentive contract design with endogenous information acquisition in low-carbon supply chains. Analyzes optimal contracts to promote emission reductions under information asymmetry.
🇨🇳 China📚 Peer-reviewed · JournalSustainable Futures2026#Supply ChainDOI
ESG-driven supply chains: A path to energy transition
Yishuang Liu, Xiujie Tan
Using matched supplier-customer data for Chinese A-share manufacturing firms (2009-2021), this study examines whether corporate ESG performance promotes green innovation within firms and across supply chains. It finds that downstream ESG pe…
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Supply ChainDOI
Sustainable Design of a Dual-Use Underground Logistics Network for Routine Low-Carbon Goods Delivery and Urban Emergency Supply Under Uncertainty: A Hybrid Optimization-Simulation Approach
Baoquan Li, Wang Yang, An Shi +5
This study proposes a dual-use underground logistics system (DULS) framework combining robust layout optimization with simulation. Using a Wasserstein-based distributionally robust optimization and AnyLogic discrete-event simulation, the ca…
📚 Peer-reviewed · JournalSustainable Management Review2026#Supply ChainDOI
How Sustainable Supply Chain Operation Management Enhances Enterprise Perceived Low-Carbon Development Efficiency: Evidence from Manufacturing Enterprises
Dong Guo, Wei Yet Tan
This study uses structural equation modeling to examine how five sustainable supply chain practices (green procurement, production, logistics, collaboration, and information sharing) affect perceived low-carbon development efficiency in man…
🌍 Global📚 Peer-reviewed · JournalJournal of Enterprise Information Management2026#Supply ChainDOI
Integrating smart food safety systems with enterprise information management for net-zero goals
An Thi Binh Duong, Vu Minh Ngo, Hung Nguyen +3
This study investigates how Smart Food Safety Management Systems (SFSMS) can be leveraged as enterprise information systems to achieve carbon neutrality and economic performance in the food industry. Based on a survey of 269 food enterprise…
🌍 Global📚 Peer-reviewed · JournalSustainability2026#Supply ChainDOI
Multimodal Transport Route Choice Considering Dynamic Transit Time Under Uncertain Demand
Junhong Hu, Chen Li, Chenchen Li +2
This study develops a bi-objective route-choice model for multimodal freight transport that minimizes total cost, time, and carbon emission costs under uncertain demand and dynamic transshipment time. Using chance-constrained programming an…
🇨🇳 China📚 Peer-reviewed · JournalAtmosphere2026#Supply ChainDOI
Study on Low-Carbon Optimization of Sustainable Aviation Fuel Supply Chain and Industry Cluster Layout in China
Feiyin Wang, Wen-Kang Sui, Peng-Tao Wang +2
This study proposes a data-driven framework integrating LCA and GAN to optimize sustainable aviation fuel (SAF) supply chains. By generating and evaluating pathways with various feedstocks, refineries, airports, and transport modes, it find…
📚 Peer-reviewed · ConferenceAustralian Journal of Experimental Agriculture2008#Supply ChainDOI
Life cycle assessment of greenhouse gas emissions from irrigated maize and their significance in the value chain
Grant T.
This paper assesses lifecycle GHG emissions from irrigated maize and explores reduction potentials across the value chain. It offers insights for agricultural emission reduction strategies.
📚 Peer-reviewed · JournalClimatic Change2023#Supply ChainDOI
Limiting red meat availability in a university food service setting reduces food-related greenhouse gas emissions by one-third
Lambrecht N.J.
This paper demonstrates that limiting red meat availability in a university cafeteria reduced food-related greenhouse gas emissions by about one-third. It provides a practical case study showing how dietary changes can contribute to climate…
🌍 GlobalPreprintZenodo2026#Supply ChainDOI
Market Access Is Not Compliance: The EU-Brazil Supplier Evidence Gap under CSDDD, CBAM, EUDR and the EU-Mercosur Agreement
Villanova, Marcio
This paper addresses the supplier evidence gap for Brazilian companies under EU regulations (CSDDD, CBAM, EUDR). It argues that market access does not guarantee compliance and introduces a framework for building defensible evidence on origi…
🇨🇳 China📚 Peer-reviewed · JournalSystems2026#Supply ChainDOI
Incentive Mechanism Design in a Low-Carbon Service Supply Chain Under Dual Information Asymmetry: Consumer Heterogeneity, Information Perception, and Dynamic Trust
Yuehua Chen, Yunfei Shao
This study models a low-carbon service supply chain with dual information asymmetry: hidden capability before contracting and hidden effort after. Using a principal-agent framework, it shows that menu contracts can screen providers and ince…
🇨🇳 China📚 Peer-reviewed · JournalEnvironmental Science & Technology2026#Supply ChainDOI
City-Level Nexus of Embodied Waste Carbon in China
Wen Fang, Xiaoyu Wang, Lei Ye +8
This study provides a novel city-level assessment of the coupling coordination between waste and carbon emissions in China. Megalopolises outsource waste and carbon but maintain high coordination. Consumption-based coordination is 20.4-68.8…
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Supply ChainDOI
Climate Risk Attention and Value Chain Upgrading: A Multi-Network Embedding Perspective
Yiming Tong, Deheng Xiao
Using panel data on Chinese A-share listed firms from 2008 to 2024, this study finds that firms' climate risk attention (CRA) significantly promotes value chain upgrading (VCU). The effect operates through embedding into green R&D, green in…
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Supply ChainDOI
Carbon Emission Reduction Potential in Global Seaborne Metallurgical Coal Trade Through Supply Chain Network Optimisation
Liwei Qu, Lianghui Li, Bochao An +1
This study develops an enhanced Ant Colony Optimization algorithm to identify optimal supply pathways minimizing transportation carbon emissions in global seaborne metallurgical coal trade. It achieves a 25% reduction in carbon intensity ag…