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-reviewedJournalProceedings of International Structural Engineering and Construction2026#Scope 3DOI
SCOPE 3 EMISSIONS IN CONSTRUCTION: IDENTIFYING HOTSPOTS ACROSS EXTENDED SUPPLY CHAINS
Amanda Vester, Theo C. Haupt
Construction's Scope 3 emissions occur largely outside organizational boundaries across fragmented supply chains, making them hard to identify and manage. A survey of 100 construction professionals using descriptive statistics and explorato…
Peer-reviewedJournalBusiness Strategy & Development2026#Scope 3DOI
The Transparency‐Capability Dilemma: Configuring Stakeholder‐Engagement to Overcome Scope‐3 Inertia in Net‐Zero Supply Chains
P. Kaushal, Shirish Sangle, V. Gedam
Scope-3 decarbonisation is central to credible net-zero strategy, yet firms face a transparency-capability dilemma: disclosure pressure outpaces slow-building collaborative capability across suppliers. Through a conceptual review and interp…
Peer-reviewedJournalJournal of Cleaner Production2026#Scope 3DOI
Decoding carbon footprint patterns in biopharmaceutical supply chains: Standardized inventory and quantitative structural attribution analysis
Na Chen, Xi Zhang, Hao Yang
This study standardizes carbon footprint inventories across biopharmaceutical supply chains and applies quantitative structural attribution to identify which stages and procurement tiers drive emissions. It advances Scope 3 visibility and h…
Journal2026#Scope 3DOI
Far from the Factory Gate: A Scope 3 Performance Index for Measuring Agribusiness Value-Chain Emissions
Arya Roy Bardhan, Shoba Suri, Nitin Rao +3
This paper proposes a Scope 3 performance index for measuring upstream value-chain emissions in agribusiness. While upstream carbon pricing and resource scarcity raise costs, comprehensive Scope 3 accounting helps firms anticipate regulator…
Peer-reviewedJournalSustainable Futures2025#Scope 3DOI
Can supply chains decarbonize? Exploring the potential of scope 3 emission reduction for sustainable transformation
Mohsin A.K.M.
This paper examines whether and how companies can reduce Scope 3 emissions across their supply chains to drive sustainable transformation. Scope 3 typically dominates a firm's carbon footprint yet remains the hardest category to abate due t…
Peer-reviewed🇪🇺 EuropeJournalGeomechanics and Tunnelling2026#Scope 3DOI
Of one who set out to reduce CO
2
Thomas Kirchmaier
A practitioner presentation on CO2 emissions in specialist geotechnical engineering. In a typical project, Scope 3 accounts for ~90%, Scope 1 ~8%, and Scope 2 ~2%, with the biggest reduction lever in the construction process itself. Intelli…
Peer-reviewedJournalJournal of Air Transport Management2026#Scope 3DOI
Scope 3 emissions reporting as an instrument for accelerating sustainable aviation fuel deployment
Ruiwen Chang, Yuchao Xu, Yu Deng +1
This paper frames Scope 3 emissions reporting as an instrument to accelerate sustainable aviation fuel (SAF) deployment. It examines how corporate Scope 3 accounting and disclosure obligations—especially upstream categories—can drive SAF de…
Preprint🌍 GlobalEarthArXiv2026#Scope 3DOI
Bottom-up estimation of CO2 emissions from container ships: a proof of concept using real operational data on the Brazil–Asia route
Lima Junior. Walter Teixeira, Welter. Rudinei André, Mascarenhas. Thiago Nobre +2
This study proposes a bottom-up method integrating voyage reconstruction, physical-energy modelling, TTW/WTW assessment, and allocation to cargo flows, applied to a container ship on the South America–Asia route. It estimated 3,407.9 t fuel…
Peer-reviewed🌍 GlobalJournalManagement Science2026#Scope 3DOI
Eliciting Supplier Cooperation for Value Chain Decarbonization: A Field Experiment with Smallholder Farmers in India
Sukti Ghosh, Jasjit Singh
A field experiment with smallholder farmers in a multinational's Indian agricultural supply chain tests relational investments to drive supplier decarbonization. Both crop-specific support and broader agronomist assistance increased adoptio…
🇪🇺 EuropeDatasetZenodo2026#Scope 3DOI
Scope 3 emissions scoping review_list of interventions
Spiga, Francesca
A scoping review cataloguing interventions targeting Scope 3 emissions. It maps approaches for managing supply-chain emissions and identifies research and practice gaps. Though no abstract is available, Scope 3 sits at the center of current…
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#Scope 3DOI
Extending Energy Management Towards Suppliers—An Analysis of Drivers, Barriers and Selection Criteria
Lea Fobbe, Robin von Haartman, Per Hilletofth +2
This paper examines drivers, barriers, and supplier-selection criteria for extending energy management (EnM) to suppliers and integrating it into supply chain management, based on a nationwide survey of Swedish manufacturers. Organizational…
Peer-reviewed🇨🇳 ChinaJournalEconomic Analysis and Policy2026#Scope 3DOI
Customer-Country Climate Policy and Supplier Carbon Emission Intensity: Evidence from Global Supply Chains
Xuanye Cai, Peng Liu
This study empirically examines how climate policies in customer countries affect the carbon emission intensity of upstream suppliers in global supply chains. It suggests policy signals spill across borders to drive supplier decarbonization…
Peer-reviewed🇪🇺 EuropeJournal2026#Scope 3DOI
Should Scope 3 Emissions be Assessed?
Zain Bhatti
This article examines legal pressures to include Scope 3 emissions in Environmental Impact Assessments for oil and gas licensing, comparing Norwegian Continental Shelf law with UK law. It analyzes the UK Supreme Court's landmark R (Finch) v…
npj Environmental Social Sciences2026#Scope 3DOI
Systematic bias in Scope 3 emissions accounting: evidence from firm-level supply networks
Ze-Yu Wang, K. Hubacek, Franco Ruzzenenti
This study uses firm-level supply network data to show that Scope 3 emissions accounting contains systematic bias. It empirically examines how estimation methods and assumptions distort upstream and downstream emissions figures. The finding…
🇨🇳 ChinaDatasetScience Data Bank2026#Scope 3DOI
Focal Firms' Entrepreneurial Spirit and Upstream Suppliers' Carbon Emissions: Evidence from China
Feng Yang
Drawing on social cognitive theory, this study links focal firms' entrepreneurial spirit to upstream suppliers' carbon emissions. Using a matched panel of 2,279 focal firm-supplier-year observations from Chinese A-share listed firms (2012-2…
Peer-reviewed🌍 GlobalJournalIndonesian Journal of Sustainability Accounting and Management2026#Scope 3DOI
An Institutional-Technological Framework for Carbon Footprint Tracking in ASEAN Cross-Border Supply Chains
Steven D. Formaneck
This conceptual paper integrates the TOE framework with institutional theory to explain uneven adoption of carbon footprint tracking across ASEAN supply chains. It argues that regulative, normative, and cognitive pressures act as upstream i…
Peer-reviewed🇪🇺 EuropeJournalJournal of Airport Management2026#Scope 3DOI
Meeting the challenge to reduce Scope 3 emissions: Aeroporti di Roma’s methodological approach and preliminary findings
Rossella Bozzini, Francesco Piccirilli
This paper analyzes Aeroporti di Roma's (ADR) approach to cutting Scope 3 emissions from surface access to Rome Fiumicino and Ciampino airports. It integrates airport operations data, customer surveys, employee travel plans, mobile phone da…
Peer-reviewed🇯🇵 JapanJournalJ-STAGE#Scope 3DOI
A Challenge to Visualizing Supply Chain CO2 Emissions through Digital Technology
デジタル技術によるサプライチェーンCO<sub>2</sub>排出量「見える化」への挑戦
(著者不明)
This work addresses the use of digital technology to visualize CO2 emissions across the supply chain. Scope 3 accounting remains the hardest part of corporate disclosure, requiring data linkage beyond first-tier suppliers. The paper focuses…
Peer-reviewed🌍 GlobalJournalInternational Journal of Global Business and Competitiveness2026#Scope 3DOI
A Primary-Data Scope 3 Carbon and Water Footprint Inventory of the Bangladesh Ready-Made Garment Sector: Modelling Export-Competitiveness Exposure Under the European Union Carbon Border Adjustment Mechanism
Shahadat Hossain
This study builds a primary-data Scope 3 carbon and water footprint inventory for Bangladesh's ready-made garment (RMG) sector. It models how the EU Carbon Border Adjustment Mechanism (CBAM) exposes the sector's export competitiveness, quan…
Peer-reviewedJournalSustainability Science2024#Scope 3DOI
Estimating scope 3 greenhouse gas emissions through the shareholder network of publicly traded firms
Mejia C.
This study proposes estimating hard-to-report Scope 3 GHG emissions using the shareholder network among publicly traded firms. It suggests indirect emissions can be inferred through capital relationships even where direct disclosure is scar…