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.
PreprintSSRN#Scope 3
Too Complex to Control? How Firms Navigate Scope 3 Governance ...
(著者不明)
This paper examines how firms govern Scope 3 emissions, highlighting the complexity and challenges of managing supply chain decarbonization. It discusses strategies firms use to navigate these governance issues.
PreprintResearch Square2026#Scope 3DOI
The Circular Economy Mirage: A Lifecycle Systems Analysis of India’s Vehicle Scrappage Policy
Shaker AH, Pathak P
This study analyzes India's vehicle scrappage policy from a lifecycle perspective, revealing structural conflicts: reduced durability, increased raw material demand, overlooked upstream emissions, and inadequate traceability. It characteriz…
🇪🇺 EuropeReportCsr Sustainability Ethics and Governance2026#Scope 3DOI
BASF: Carbon Emission Reduction in Agriculture—From Transparency to Business
Beadle A.D.
This paper presents BASF's approach to carbon emission reduction in agriculture, from enhancing transparency to integrating it into business models, targeting supply-chain-wide decarbonization and sustainability.
Preprint🌍 GlobalHAL (Le Centre pour la Communication Scientifique Directe)2026#Scope 3
Equity-based additional downstream allocation methods for Scope 3 emissions
Marine Kohler, David Lowing
This paper proposes novel downstream allocation methods for Scope 3 emissions incorporating equity principles. It addresses limitations of traditional allocation approaches, offering fairer distribution of emissions across supply chain acto…
Peer-reviewedConference2025 IEEE International Conference on Advanced Technologies in Supply Chain Management Atscm 20252025#Scope 3DOI
Greening The Grid: Mapping The Journey To Net-Zero In Sustainable Global Supply Chains
Vinodini K.J.
This paper maps the pathway to net-zero for global supply chains, examining how grid decarbonization impacts supply chain sustainability. While lacking abstract details, it likely provides a conceptual framework for aligning energy and supp…
Peer-reviewedJournalarXiv (Cornell University)2026#Scope 3
Accounting for AI Inference in Corporate GHG Inventories: A Four-Tier Methodology for Scope 3 Category 1 Reporting
Guillermo Llopis
This paper proposes a four-tier framework for including AI inference services (API subscriptions, enterprise chat tools, SaaS products) in Scope 3 Category 1 GHG inventories. It shows that current EEIO factors overestimate emissions by 10-4…
Preprint🌍 GlobalCrossref2026#Scope 3DOI
Bio-Digital Synergy: An Integrated Systems Framework for Achieving Net Zero in the Food Packaging Value Chain
Ganeshkumar Vijayakumar
This paper proposes a 'Bio-Digital' framework for achieving net zero in the food packaging value chain. It integrates carbon-negative materials in the Physical Layer, biosensors for waste reduction in the Intelligence Layer, and Digital Pro…
Preprint🌍 GlobalCrossref2026#Scope 3DOI
A Network Approach to Scope 3 Emissions
Nicolas Romero Diaz, Maximiliano Udenio, Wim Van Hyfte +1
This paper develops a network-based methodology to estimate firms' indirect Scope 3 emissions across supply chains, using monetary transaction data and Scope 1 & 2 emissions, and shows comparable results can be obtained using only transacti…
PreprintCrossref2026#Scope 3DOI
O que diz o setor de serviços de TI e desenvolvimento de software sobre suas emissões de GEE? Análise dos relatos do Carbon Disclosure Project e estudo multicasos
Débora Cristina Fanin
This paper analyzes GHG emissions reporting by IT services and software development firms in Brazil using CDP data and case studies. It highlights the complexity of Scope 3 emissions and finds that Brazilian companies lag behind global peer…
PreprintSSRN#Scope 3
The Informativeness of Scope 3 Emissions Disclosures in Australia ...
(著者不明)
This paper assesses the informativeness of Scope 3 emissions disclosures by listed companies in Australia and New Zealand from 2020 to 2023. It examines whether these disclosures provide decision-useful information for investors and identif…
PreprintSSRN#Scope 3
Scope 3 Emissions Disclosure and Supply Chain Decarbonization
(著者不明)
This study empirically demonstrates that customer Scope 3 emissions disclosures are systematically associated with supplier emissions reductions, providing evidence for the role of disclosure in supply chain decarbonization.
PreprintSSRN#Scope 3
A Multi-Tier Methodology for Scope 3 Emissions Accounting in ...
(著者不明)
This paper proposes a novel multi-tier methodology for Scope 3 emissions accounting that addresses the limitations of traditional approaches by integrating secondary data and supply chain network analysis. The method enables more accurate e…
Peer-reviewedJournalEnvironmental Management2026#Scope 3DOI
Responsibility for Carbon Emissions in Supply Chains: Actions to Avoid Double-Counting and Under-Reporting.
Kourosh Halat, S. Childe, Nick Golding +1
This paper focuses on double-counting and under-reporting in supply chain emissions, proposing methods for fair responsibility allocation. It offers practical actions to improve Scope 3 reporting accuracy.
Peer-reviewed🌍 GlobalJournalAgricultural Systems2026#Scope 3DOI
Emissions accounting for agriculture: Next frontiers
Saule Burkitbayeva, Emma Aisbett, Jill E. Hobbs +1
This paper addresses the urgency of harmonizing international GHG accounting methodologies for agriculture. It emphasizes farm-level measurement as foundational, proposing a conceptual framework to unify disparate standards across national …
Peer-reviewedJournalFigshare2026#Scope 3
Supply chain climate policies and focal firms’ effort in reducing scope 3 emissions: longitudinal analysis of Indian firms
Umayal Palaniappan (24091869), Neeraj Jain, Nachiappan Subramanian
This study conducts a longitudinal analysis of Indian firms to examine how supply chain climate policies influence focal firms' efforts to reduce scope 3 emissions. The findings highlight the effectiveness of such policies in an emerging ec…
Peer-reviewed🇨🇳 ChinaJournalBusiness Strategy and the Environment2026#Scope 3DOI
Carbon Footprint of Bank Loans: Opportunities and Risk Implications in the Banking Industry
Honglei Wang, Chen Lin, Kingsley Imandojemu +3
This study examines how the carbon footprint of bank loan portfolios affects bank stability, profitability, and cost efficiency using a panel of 33 countries from 2005-2018. It finds that carbon-intensive lending correlates with higher shor…
Peer-reviewed🇪🇺 EuropeJournalEnvironmental Quality Management2026#Scope 3DOI
Measurement without Transformation: How Environmental Standards Implementation Associates With Reduced Supply Chain Capability in German Manufacturing
Daniel Helmig
This study analyzes survey data from 248 German manufacturers and finds that environmental standards implementation is negatively associated with managers' perceived capability to reduce supply chain emissions (β=−0.334, p<0.001). The autho…
Peer-reviewed🌍 GlobalJournalGlobal Environmental Change2026#Scope 3DOI
Scope-3 emissions and Nature impact throughout the value chain: An approach to mandatory environmental due diligence
Vivienne Reiner, Arunima Malik
This study applies a hybrid input-output life cycle assessment to measure scope-3 emissions and nature impacts in alignment with ISSB. Using a university case study, it finds indirect impacts account for 90% of total footprint. It argues fo…
Peer-reviewedJournalEngineering Structures2026#Scope 3DOI
Risk-informed embodied-carbon compliance of new construction buildings: A probabilistic framework integrating seismic risk and dynamic decarbonization-consistent limits
Jiajun Du, Wei Wang, Ting Lou +1
This paper proposes a probabilistic framework for risk-informed embodied-carbon compliance of new construction buildings, integrating seismic risk and dynamic decarbonization-consistent limits. The framework allows for assessing whether bui…
Peer-reviewedJournalInternational Journal of Accounting Information Systems2026#Scope 3DOI
Tracking the invisible: a mobile-based approach to Scope 3 emissions
Kim M.
This paper proposes a mobile-based approach to track Scope 3 emissions, aiming to improve data collection efficiency and visibility across supply chains. It demonstrates practicality through pilot studies or case examples.