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-reviewedConferenceSeg Technical Program Expanded Abstracts2022#Scope 3DOI
Mitigating Scope 3 emissions in Oil and Gas: An Updated Summary
Capello M.A.
An updated summary of approaches to mitigating Scope 3 emissions in the oil and gas sector, where value-chain emissions dominate the industry's climate footprint. It reviews reduction strategies and challenges, though no abstract is availab…
Peer-reviewed🇺🇸 USAJournalNEJM Catalyst2026#Scope 3DOI
Measuring the Carbon Footprint for Health Systems and Suppliers: A Collaborative Field Study by Providence and Becton Dickinson
Robert S. Kaplan, Maureen Mazurek, Elizabeth Schenk +3
A collaborative field study by Providence and Becton Dickinson examining practical carbon footprint measurement across a health system and its suppliers. It focuses on data collaboration and calculation processes for upstream Scope 3 emissi…
Peer-reviewed🇪🇺 EuropeJournalEconomic Systems Research2026#Scope 3DOI
Local drivers and global suppliers of GHG emissions from the city of Madrid, 2010–2023
Jacobo Ferrer-Hernández, Sergio Álvarez
This study estimates Madrid's consumption-based carbon footprint for 2010–2023, integrating municipal data, regional supply-use tables, and the FIGARO MRIO database. Household emissions fell from 31,135 to 21,308 ktCO2e, with over 55% from …
Peer-reviewed🇪🇺 EuropeJournalForests2026#Scope 3DOI
The Role of Life Cycle Assessment in Supporting the Market Uptake of Forest Products: The Case of Wooden Pallets
Jacopo Giovannelli, Caterina Antonia Dattilo, G. Cortina +3
This study combines a cradle-to-grave climate assessment of custom one-way wooden pallets with interviews of Italian manufacturers to examine how LCA supports market uptake. An integrated sawmill configuration lowered fossil GHG emissions v…
Peer-reviewedJournalJournal of Cleaner Production2016#Scope 3DOI
The role of Supplier Relationship Management in reducing Greenhouse Gas emissions from food supply chains: Supplier engagement in the UK supermarket sector
Tidy M.
This study examines how Supplier Relationship Management (SRM) drives greenhouse gas emission reductions in food supply chains, focusing on the UK supermarket sector. It offers practical insight into how retailers engage suppliers to cut Sc…
Peer-reviewedJournalTạp chí Khoa học Đại học Công Thương.2026#Scope 3DOI
THE JOURNEY TOWARD NET-ZERO EMISSIONS: CHALLENGES IN COLLECTING SCOPE 3 DATA THROUGH THE LENS OF ENVIRONMENTAL MANAGEMENT ACCOUNTING IN VN30
Ngoc Nguyen Thi
This study examines Scope 3 data measurement challenges across Vietnam's 30 leading listed firms (VN30) through Environmental Management Accounting, using qualitative content analysis of 2024 sustainability and annual reports. It finds wide…
Peer-reviewed🇪🇺 EuropeJournalSustainability2026#Scope 3DOI
Decarbonization Roadmap: Prioritized Mitigation Hierarchy in the Paint and Coating Industry
(著者不明)
Using operational data from 14 coating manufacturing sites and an audited baseline facility (35,640 t/yr), this study applies lifecycle GHG accounting, finding upstream raw materials (Category 4) dominate at 89.48% of the 192,834 tCO2e foot…
Peer-reviewed🌍 GlobalJournalEceee ... summer study proceedings2026#Scope 3DOI
Locking-in climate-benefits of COVID-19 from air travel: field evidence from a 4-year program to co-create sustainable air travel policies with Indian IT companies
(著者不明)
The FairTravel program has worked with India's IT industry since 2021 to cut corporate flying, a major Scope 3 emissions source. Using social-practice theory, it shifts mindset, behavior, and policy together, engaging EU clients on shared S…
🇺🇸 USADatasetZenodo (CERN European Organization for Nuclear Research)2026#Scope 3DOI
GreenCalculus — US Supply-Chain GHG Emission Factors by NAICS-6 (EPA)
Jeremiah Say
This dataset provides supply-chain GHG emission factors for 1,016 US commodities in kg CO2e per 2024 US dollar of purchaser price, compiled from EPA USEEIO data. The 290-fold spread across sectors (from 7.437 for landfill to 0.026 for insur…
🌍 GlobalJournal2026#Scope 3DOI
EMJ.NEXUS IFRS ISSB + SASB to GHG Protocol Scope 3 Direct Mapping Guide
Andrew P. Yu
This guide maps 128 MME task positions to IFRS Sustainability Disclosure Standards and SASB source relationships, and candidate GHG Protocol Scope 3 categories and accounting-process routes. It identifies potential relationships between evi…
Peer-reviewedJournalChemical Engineering and Technology2022#Scope 3DOI
Determining the Scope 3 Emissions of Companies
Schmidt M.
This paper focuses on methodologies for determining corporate Scope 3 emissions, addressing challenges in measuring and reporting GHG emissions across supply chains. It likely discusses frameworks, data requirements, and sector-specific iss…
🇪🇺 EuropeJournal2026#Scope 3DOI
Input-output techniques as a key methodology for firm-level carbon footprint calculation
Ángela García‐Alaminos, Jorge Zafrilla, Marina Sánchez-Serrano +3
This chapter addresses the lack of standardized methods for Scope 3 emissions calculation by introducing a tiered hybrid model. Using a real case study of an academic event, it provides a structured approach for companies and consultants to…
Preprint🌍 GlobalZenodo2026#Scope 3DOI
Corporate Sustainability Reporting and Value Chain Decarbonization
Hughes, Hunter
This monograph argues that mandatory sustainability disclosure (CSRD, ISSB S2, etc.) compels firms to report value-chain emissions but does not automatically lead to physical reductions. Suppliers in developing countries face a 'Measurement…
PreprintResearch Square2026#Scope 3DOI
Scope 3 Emissions Tracking and Circular Supply Chain Performance, the Mediating Role of Supplier Sustainability Collaboration and Moderating Influence of Data Transparency
Munkaila AD, Mustapha A, Saani AS
Using survey data from 328 firms in Ghana, this study examines how Scope 3 Emissions Tracking (S3ET) affects Circular Supply Chain Performance (CSCP). PLS-SEM results show S3ET positively impacts CSCP, partially mediated by Supplier Sustain…
Preprint🌍 GlobalCrossref2026#Scope 3DOI
Sourcing indirect materials under asymmetric recovery capabilities: Competition, collaboration, and sustainability in semiconductor supply chains
C.C Hsieh, Nur Layli Rachmawati
This paper analyzes indirect material sourcing in semiconductor supply chains using a game-theoretic model with asymmetric recovery capabilities and endogenous recovery effort. It finds that intensified competition can shift sourcing toward…
Preprint🌍 GlobalCrossref2026#Scope 3DOI
Carbon Management and Sustainability Performance at Schiphol, Heathrow and Fraport
Didem Göçmen
This study compares carbon management and sustainability performance of Schiphol, Heathrow, and Fraport airports (2023-2025) using document analysis. Scope 3 emissions increased across all three, offsetting reductions in Scope 1 and 2. Repo…
PreprintCrossref2026#Scope 3DOI
Translating Scope 3 Emission Targets: Social and Material Procurement Practices in the Supply Chain
Sofia Wiik
This dissertation uses qualitative research with 16 companies to explore how Scope 3 emission targets are translated into practice, focusing on procurement managers' meaning-making, distributive justice, and navigating multiple versions of …
Preprint🌍 GlobalCrossref2026#Scope 3DOI
<p>Comprehensive Supply Chain-Based Emission Accounting Approach</p>
Shohei Tokito
This study develops a supply chain-based emissions accounting framework integrating upstream and downstream emissions. Using GLORIA data, it identifies China, US, India, Russia, and Japan as top emitters. Developed countries show rising dow…
Preprint🌍 GlobalCrossref2026#Scope 3DOI
<p>Why Reported Scope 3 Category 7 Emissions are Difficult to Compare: Structural Separation between Counting and Accounting</p>
Hiroyuki Yamada, Ken Hidaka
This study explains comparability challenges in Scope 3 Category 7 (employee commuting) emissions through a conceptual framework distinguishing counting from accounting. Analyzing public disclosures from 35 firms across seven economies, it …
🌍 GlobalDatasetZenodo2026#Scope 3DOI
Institutional GHG Inventory 2020–2025 — Municipality of San Carlos, Costa Rica (IPSASB SRS 1)
Madrigal Cruz, Diego Alonso
Institutional GHG inventory of the Municipality of San Carlos, Costa Rica, for 2020–2025 under IPSASB SRS 1. Total emissions 175,051.07 tCO2e, with Scope 3 at 81.41%, dominated by landfill methane (75.79%). Prepared per ISO 14064-1 and GHG …