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.
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🇪🇺 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…
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 …
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 …
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…
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…
🇨🇳 ChinaJournalInternational Journal of Operations & Production Management2024#Supply ChainDOI
Guest editorial: Supply chain transparency: opportunities, challenges and risks
Fu Jia, Stefan Seuring, Lujie Chen +1
This editorial systematically reviews supply chain transparency (SCT) literature and proposes a framework with antecedents, practices, outcomes, and challenges. It highlights the role of digital technologies and stakeholder pressures while …
🇪🇺 EuropeJournalJournal of Physics Conference Series2024#Supply ChainDOI
Raising data availability and quality for improved disruption and carbon footprint management through a novel approach to primary data sharing: Virtual Watch Tower / VWT
Mary Laura Lind, Walter Lehmacher, Kimberly E. Lind +1
This paper argues that fragmented, low-quality data sharing in supply chains undermines both disruption management and accurate GHG accounting, since only primary data enables precise emission calculations. It proposes rethinking digital co…
Preprint🌍 GlobalPreprints.org2024#Supply ChainDOI
Sustainable Supply Chain Practices- A Qualitative Investigation of Green Logistics Strategies
Samantha Reynolds
This qualitative study investigates green logistics strategies for reducing carbon footprints in supply chains, drawing on interviews with managers and experts. It identifies route optimization using telematics and data analytics, eco-frien…
Peer-reviewed🇪🇺 EuropeJournalApplied Sciences2026#Supply ChainDOI
Deep Learning-Enhanced Proactive Strategy: LSTM and VRP/ACO for Autonomous Replenishment and Demand Forecasting in Shared Logistics
Martin Straka, K. Kleinová
This paper proposes a three-layer autonomous replenishment system for shared logistics using LSTM demand forecasting, VRP/ACO route optimization, and anomaly detection. Simulations show 95% inventory prediction accuracy (MAPE=4.02%), reduci…
Peer-reviewed🌍 GlobalJournalJournal of the Operational Research Society2025#Supply ChainDOI
Green supply chain coordination with profit-sharing and government intervention: a game-theoretic approach applied to the pharmaceutical industry
Milad Darzi Ramandi, Armin Jabbarzadeh, Amin Chaabane +1
This study models green supply chain coordination in the pharmaceutical industry using game theory, analyzing how government emission taxes and incentives affect green investments and profit-sharing contracts. Validation with real-world dat…
Peer-reviewed🇨🇳 ChinaJournalBusiness Strategy and the Environment2023#Supply ChainDOI
Can blockchain technologies enhance environmental sustainable development goals performance in manufacturing firms? Potential mediation of green supply chain management practices
Amin Jan, Anas A. Salameh, Haseeb Ur Rahman +1
This conceptual paper examines whether blockchain can enhance environmental SDG performance in manufacturing firms by enabling a shift to green supply chain management. It proposes a framework with propositions for future empirical testing …
Peer-reviewed🇨🇳 ChinaJournalThe International Journal of Logistics Management2024#Supply ChainDOI
Does digital transformation foster carbon emissions reduction? Evidence from China’s manufacturing supply chain
Ying Xu, Fu Jia, Lujie Chen +1
Using panel data of 454 Chinese listed manufacturing firms (2010-2021), this study shows digital transformation (DT) promotes carbon emissions reduction (CER). The positive effect is stronger under high supplier/customer concentration but w…
PreprintBulletin of Taras Shevchenko National University of Kyiv. International relations2026#Supply ChainDOI
THE CONFLICT BETWEEN OPERATIONAL RESILIENCE AND GREEN OUTSOURCING IN THE AGE OF GLOBAL SHOCKS
Vasyl NAMONIUK, Arina MALIUHA
This study identifies three corporate response patterns to global shocks—maintaining standards, acknowledged compromise, and silent retreat—using QCA and case studies across textile, automotive, tech, and logistics sectors. It reveals a str…
Peer-reviewed🇨🇳 ChinaJournalBusiness Ethics the Environment & Responsibility2026#Supply ChainDOI
How Customer Artificial Intelligence Technology Drives Supplier Green and Low‐Carbon Efforts: Insights From Green Demand Forcing and Green Knowledge Spillover
Guangqian Ren, Man Jing, Peitong Liu +1
Using Chinese A-share listed firms from 2011-2024, this study shows that customer AI technology significantly boosts suppliers' green and low-carbon efforts (GLE) via green demand forcing and green knowledge spillover. Effects are amplified…