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-reviewedJournalRAIRO - Operations Research2024#Supply ChainDOI
Big data service investment strategy for low-carbon supply chains with reference effect
Qinpeng Wang, Guotao Wu, longfei he
This study uses differential games to analyze big data service (BDS) investment strategies in a dual-channel low-carbon supply chain, considering consumer reference effects on emission reduction levels. It finds that joint BDS investment be…
Peer-reviewed🌍 GlobalJournalThe International Journal of Life Cycle Assessment2020#Supply ChainDOI
Carbon and water footprint of coffee consumed in Finland—life cycle assessment
Kirsi Usva, Taija Sinkko, Frans Silvenius +2
This LCA assesses the carbon and water scarcity footprints of coffee consumed in Finland, covering the entire life cycle from cultivation to consumption. Primary data from eight farms in Brazil, Nicaragua, Colombia, and Honduras, and Finnis…
🇨🇳 ChinaJournalIndustrial Management & Data Systems2025#Supply ChainDOI
Guest editorial: Circular supply chain strategy in Industry 4.0 under disruption and ambidexterity: challenges and risks
Ming‐Lang Tseng, Ming K. Lim, Anthony S.F. Chiu +1
This special issue examines challenges and risks of integrating circular supply chain strategy (CSCS) with Industry 4.0 (I4.0). It highlights the potential of CSCS to enhance sustainability and resilience under disruptions and organizationa…
Peer-reviewed🇪🇺 EuropeJournalCleaner Logistics and Supply Chain2026#Supply ChainDOI
Integrating digital product passports in sustainable logistics: a conceptual framework for AGV and AMR systems
Ali Bozkurt, Dimitri Petrik, Samed Ajdinović +2
This study investigates the integration of Digital Product Passports (DPPs) into AGV/AMR-based intralogistics systems, drawing on 15 expert interviews. It identifies three key challenges: inconsistent standardization, heterogeneous IT secur…
Journal2026#Supply ChainDOI
From Transparency to Circularity
Shakerod Munuhwa
This chapter examines how big data analytics supports the shift from linear to circular supply chains, focusing on resource efficiency, waste reduction, and life-cycle optimization. It presents case examples from food, apparel, and manufact…
🌍 GlobalJournalJournal of Operations Management2020#Supply ChainDOI
Innovation in supply networks—A research framework and roadmap
Subodha Kumar, Sriram Narayanan, Fabrizio Salvador
This paper proposes a research framework for innovation in supply networks, highlighting that suppliers' R&D investments often exceed those of focal firms. It discusses how supply chain fragmentation and globalization shift the locus of inn…
Peer-reviewed🇪🇺 EuropeJournalRegional Science Policy & Practice2026#Supply ChainDOI
Global value chains and the redistribution of GHG emissions: The case of Czechia
Tereza De Castro, Jana Vlčková
This paper shows that Czechia's GVC integration reshapes GHG emissions distribution across domestic production, foreign upstream supply chains, and final demand. Using OECD GHG Footprints and TiVA data (1995-2020), it highlights the automot…
Peer-reviewedJournalManagement Decision2026#Supply ChainDOI
Production competition and carbon emissions reduction cooperation
Zhijie Wang, Hongxia Sun
Under carbon cap-and-trade, this paper uses a biform game to analyze the coexistence of competition and cooperation in carbon emission reduction (CER) among independent remanufacturers (IRs). A technologically advantaged IR performs better …
ReportAn Organisational Guide to Skills for Green Workforce Transformation2026#Supply ChainDOI
Skills for partnership building and supply chain engagement from the UK green energy sector
McGeoch K.
This paper examines the skills required for partnership building and supply chain engagement in the UK green energy sector. It focuses on workforce development and organizational capabilities to support the renewable energy transition, offe…
Peer-reviewedCNJournalCorporate Social Responsibility and Environmental Management2026#Supply ChainDOI
Corporate Social Responsibility, Eco‐Finance, and Circular Supply Chain Performance: The Role of Green Innovation and Circular Supply Chain Adoption in China's Sports Industry
Hongxing Yang, Di Yang, A. Absamatov
Using PLS-SEM on 376 Chinese sports-goods firms, this study shows CSR and eco-finance promote green innovation, which sequentially drives circular supply chain adoption and performance. The effects are indirect, highlighting the importance …
Peer-reviewedCNJournalEngineering Construction and Architectural Management2026#Supply ChainDOI
Collaborative emission reduction behavior in the construction supply chain with incentive mechanism: a tripartite evolutionary game analysis
Wen Jiang, Anxu Wang, Min Tao +2
This study constructs a tripartite evolutionary game model of government, suppliers, and manufacturers in the construction supply chain to analyze low-carbon transformation. Findings show that government subsidies have a nonlinear threshold…
Preprint🌍 GlobalResearch Square2026#Supply ChainDOI
Adaptive Neutrosophic Goal Programming for SoH-Aware Tri-Objective Closed-Loop Supply Chain Optimisation under Battery Degradation Uncertainty
Gnanaraj V, Vellaikannan B
This paper proposes a multi-objective closed-loop supply chain optimization model that explicitly incorporates battery State-of-Health (SoH) degradation. Using adaptive neutrosophic numbers to handle uncertainty, it analyzes trade-offs amon…
Peer-reviewed🌍 GlobalJournalFrontiers in Sustainability2026#Supply ChainDOI
Multi-objective optimization framework for sustainable olive oil supply chains: integrating environmental compliance with economic performance
Majdi Argoubi, Khaled Mili
This study proposes a multi-objective optimization framework for olive oil supply chains, integrating environmental compliance and economic performance. Using ε-constraint method, it reveals trade-offs and achieves 14.6% CO2 reduction in a …
Peer-reviewed🇪🇺 EuropeJournalEnergy Reports2026#Supply ChainDOI
Transparency in present and emerging processes for LIB-recycling – Requirements and availability
Andreas Muth, Sebastian Schlund
This study examines the role of the Digital Product Passport (DPP) in LIB recycling, identifying 61 critical data attributes through expert interviews and process mapping. While 35 attributes are already covered, additional data for disasse…
Preprint🌍 GlobalSSRN Electronic Journal2025#Supply ChainDOI
Achieving Net-Zero Supply Chains: Strategies, Technologies, and Financial Innovations for Corporate Decarbonization
Lee Shee Weng
A systematic overview of strategies, technologies, and financial innovations for achieving net-zero corporate supply chains. It covers Scope 3 reduction methods, renewable energy procurement, and transition finance, offering practical appro…
Peer-reviewed🇪🇺 EuropeJournalFrontiers in Sustainability2026#Supply ChainDOI
E-commerce vs. physical retail—Sustainability depends on logistics, not channels
Gilles A. Paché
This opinion piece argues that the sustainability of retail depends on logistics design, not the sales channel. Drawing on European evidence, it shows that micro-hubs, cargo bikes, electric vans, and consolidated, route-optimized delivery c…
🇪🇺 EuropeJournalDiva portal (Dalarna University Library)2026#Supply Chain
From Green Corridor Pilots to Scalable Nordic Transport Networks : A Leg-Based Approach to Multimodal Decarbonization and Digital Collaboration
Mikael Lind
This report shifts from green corridors to scalable multimodal freight networks built on reusable 'transport legs' across Nordic nodes. It proposes shared KPIs (cost, delivery time, emissions) and digital collaboration (Virtual Watch Tower)…
JournalZenodo (CERN European Organization for Nuclear Research)2026#Supply ChainDOI
BLOCKCHAIN-ENABLED TRACEABILITY SYSTEMS FOR SUSTAINABLE AGRICULTURAL SUPPLY CHAINS INTEGRATION WITH IOT AND CARBON ACCOUNTING STANDARDS
Maria Papadaki
This paper proposes a blockchain-IoT framework for sustainable agricultural supply chains, integrating tamper-proof traceability with automated carbon accounting aligned to standards such as the EU CSRD. It addresses oracle mechanisms, inte…
🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#Supply ChainDOI
BLOCKCHAIN-ENABLED TRACEABILITY SYSTEMS FOR SUSTAINABLE AGRICULTURAL SUPPLY CHAINS INTEGRATION WITH IOT AND CARBON ACCOUNTING STANDARDS
Maria Papadaki
Proposes a blockchain-IoT reference architecture for sustainable agricultural supply chains that automates traceability and carbon footprint accounting aligned with CSRD and similar regulatory standards. Addresses oracle mechanisms, data st…
JournalDR-NTU (Nanyang Technological University)2024#Supply Chain
Tracing carbon footprint along a supply chain using block chain technology
Liu, Tianjiao
This study proposes a Carbon Footprint Management Platform (CFMPABT) integrating blockchain and IoT to ensure transparency and trust in supply chain carbon data. IoT sensors collect real-time emission data, while blockchain provides immutab…