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-reviewed · JournalBusiness Strategy and the Environment2026#Scope 3DOI
Supply Chain Climate Policies and Focal Firms' Effort in Reducing Scope 3 Emissions: A Longitudinal Analysis of Indian Firms
Umayal Palaniappan (24091869), Neeraj Jain, Nachiappan Subramanian
This study examines how supply chain climate policies (SCCP) affect Scope 3 emissions using panel data from 717 Indian firms (2015-2024). It finds that SCCP significantly reduce total, upstream, and downstream Scope 3 emissions. Moderating …
📚 Peer-reviewed · JournalBusiness Strategy and the Environment2026#Scope 3DOI
Beyond Market‐Based Reporting: A Location‐Based Framework for Scope 3 Emissions Disclosure and Stakeholder Evaluation
Wei Li, Tracey Dodd, Ralf Zurbruegg +1
This paper proposes a location-based framework for Scope 3 emissions disclosure in Australia's energy sector. Analyzing data from vertically integrated utilities, it shows that location-based estimates improve rigor compared to market-based…
PreprintSSRN#Scope 3
Why Reported Scope 3 Category 7 Emissions are Difficult to ...
(著者不明)
This paper identifies challenges in interorganizational comparability of reported Scope 3 Category 7 emissions. It analyzes inconsistencies arising from different calculation methods and data sources, offering recommendations for improvemen…
PreprintSSRN#Scope 3
A Hybrid Method for Embodied Carbon Accounting in Buildings ...
(著者不明)
This paper proposes a hybrid method for embodied carbon accounting in buildings, aiming to improve the accuracy of Scope 3 emissions calculations from material procurement to construction, overcoming limitations of existing approaches.
PreprintSSRN#Scope 3
Unexpected Benefits of Disclosing Supply Chain Carbon Emissions ...
(著者不明)
This paper empirically demonstrates that disclosing supply chain (Scope 3) carbon emissions yields unexpected benefits for firms, such as improved supplier relationships and enhanced market valuation, compared to non-disclosers.
PreprintSSRN#Scope 3
Climate Disclosure and Supply Chain Carbon Emissions
(著者不明)
This study analyzes the impact of climate disclosure mandates on supply chain carbon emissions, examining mechanisms through which transparency drives reduction.
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.
🌍 GlobalPreprintHAL (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-reviewed · Conference2025 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-reviewed · JournalarXiv (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…
🌍 GlobalPreprintCrossref2026#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…
🌍 GlobalPreprintCrossref2026#Scope 3DOI
Beyond Traditional Emissions Modelling in High Value Manufacturing: A Hybrid Approach for Net Zero Supply Chains
Victoria Omeire, Okechukwu Okorie, Paul Mativenga +2
This study conducts a systematic literature review on Scope 3 emissions modeling in high-value manufacturing, revealing fragmentation among existing approaches (game theory, MRIO, simulation). It proposes a hybrid modeling framework integra…
🌍 GlobalPreprintCrossref2026#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…
🌍 GlobalPreprintCleaner Environmental Systems2025#Scope 3DOI
Decarbonization in the automotive sector: A scenario-based analysis of original equipment manufacturer pathways
Thomas Fugger, Joseph Poligkeit, Christoph Herrmann
This paper develops sectoral decarbonization pathways (SDPs) for major automotive OEMs from 2020-2050, comparing current corporate targets against well-below 2°C and 1.5°C pathways. It finds that published OEM targets are insufficient in sc…
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…
🌍 GlobalPreprintSSRN#Scope 3
Real Effects of Proposed Scope 3 Disclosures
(著者不明)
This paper empirically demonstrates that the threat of proposed Scope 3 disclosure requirements induces real changes in corporate decisions, such as supply chain emission reductions and business restructuring.
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.