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.
PreprintSSRN2023#Scope 3
A rapid review of GHG accounting standards
(著者不明)
This paper provides a rapid review of GHG accounting standards for Scope 3 categories 11 (use of sold products), 12 (end-of-life treatment of sold products), and 19 (end-of-life of ...). It identifies methodological differences and practica…
Preprint🇪🇺 EuropeZenodo2026#Scope 3DOI
Quantifying Textile Residual Liability Under ESRS E5-5 and E1-6: A Dual-Metric Framework for Permanent Residual Liability and Scope 3 Category 12 Disclosure
Sinclair, Madina
This paper proposes a dual-metric framework for fashion and textile companies to compute Permanent Residual Liability (PRL) under ESRS E5-5 and Scope 3 Category 12 emissions under ESRS E1-6. It introduces a mass-balance methodology and fibr…
Peer-reviewedJournalAustralian Journal of Agricultural and Resource Economics2026#Scope 3DOI
Inside the Black Box: Advancing Climate Disclosure in Australia's Energy Sector to Support a Resilient National Electricity Market
Tracey Dodd, Melissa Nursey‐Bray, Rhys Thomas
This paper examines early compliance with Australia's AASB S2 climate disclosure standard in the energy sector. It highlights the need for robust Scope 3 estimation and scenario analysis, warning that policy-aligned assumptions may misalign…
CNJournalAcademy of Management Proceedings2026#Scope 3DOI
Political Ideology and Carbon Emissions Along Supply Chain
Jingru YU, Haibin Yang
This paper investigates how political ideology influences carbon emissions along supply chains, potentially revealing political determinants of Scope 3 emissions.
🇺🇸 USAJournalAcademy of Management Proceedings2026#Scope 3DOI
Avoid, Reduce, or Remove? The Impact of Carbon Credit Portfolios on Supply Chain Emission Trends.
Chulhwan Kwon, Kevin Dooley
This paper examines the impact of carbon credit portfolios on supply chain emission trends, focusing on how avoid, reduce, and remove strategies affect emissions.
🇪🇺 EuropeJournalAcademy of Management Proceedings2026#Scope 3DOI
Scope 3 Emission Reduction: Configurational Pathways of Environmental Purchasing Practices
Sina Behzadifard, Matin Mohaghegh, Pär Åhlström
This paper investigates configurational pathways of environmental purchasing practices to achieve Scope 3 emission reduction in supply chains. It analyzes how integrating sustainability into procurement processes contributes to emission red…
Peer-reviewedConferenceSearching for Net Zero: Lessons on Assessing the Carbon-Footprint of Coffee Production2026#Scope 3DOI
Searching for Net Zero: Lessons on Assessing the Carbon-Footprint of Coffee Production
Jeremy Haggar, Conor Walsh
This paper examines methods for assessing the carbon footprint of coffee production, offering practical lessons for achieving net zero. It highlights challenges and improvements in calculating emissions across the coffee supply chain.
Peer-reviewedJournalSustainability Switzerland2017#Scope 3DOI
Managing carbon footprints under the trade credit
Chen X.
This study examines the impact of trade credit on corporate carbon footprint management. It likely analyzes the relationship between supply chain emission reductions and credit terms. The paper addresses how financial instruments can incent…
Peer-reviewedJournalInternational Journal Business and Entrepreneurship2026#Scope 3DOI
The Influence of Supply Chain-Based Green Accounting (Scope 3 Emissions) on Company Sustainability Performance
Karunia Zuraidaning Tyas, Anastasia Anggarkusuma Arofah, Ummi Auliya Tusa'adah
This paper examines the impact of Scope 3 emissions disclosure on sustainability performance, mediated by sustainable supply chain performance. Using SEM-PLS on data from 55 Indonesian listed firms (2021-2024), it finds that Scope 3 disclos…
Peer-reviewedJournalAgroforestry Systems2026#Scope 3DOI
Silvopastoral vs. monoculture cattle systems in a humid Mexican Tropical Region: a greenhouse gas assessment
Angélica Flores-Coronado, Julián Esteban Rivera Herrera, Aurora Hilda Ramírez-Pérez +1
This study compares greenhouse gas emissions from silvopastoral and monoculture cattle systems in a humid tropical region of Mexico, providing empirical evidence on emission reductions from integrated tree-livestock systems. It informs sust…
Peer-reviewed🌍 GlobalJournalHighlights of Sustainability2026#Scope 3DOI
Examining the Link between Political Orientation, Carbon Footprints, and Pro-Climate Actions in the Nordic Countries
Örlygur Sævarsson, Jukka Heinonen, Sarah Olson +1
Using a carbon footprint calculator survey across five Nordic countries (over 7400 respondents), this study finds that right-leaning voters have the highest carbon footprints and lowest climate concern, while left and green voters have the …
Peer-reviewed🇪🇺 EuropeJournalJournal of Cleaner Production2026#Scope 3DOI
How to account for the unaccounted? An analysis of governance barriers to consumption-based carbon accounting in European cities
Eloïse Deshayes, Will Brown
This paper analyzes governance barriers to consumption-based carbon accounting in European cities, focusing on how institutional and policy obstacles impede accurate accounting of indirect emissions. It provides insights for improving urban…
Peer-reviewedJournalAims Environmental Science2021#Scope 3DOI
Plastics value chain – abatement of greenhouse gas emissions
Kajaste R.
This paper examines greenhouse gas abatement across the plastics value chain, likely presenting reduction potentials and methodologies.
Peer-reviewedJournalScience of the Total Environment2025#Scope 3DOI
Exploring the frontier of bovine protein production within territorial net zero emission targets
Henn D.
This paper explores the role of bovine protein production in achieving net zero targets. It analyzes emission reduction potentials and trade-offs in livestock systems, offering insights for integrating agriculture into territorial climate g…
🇪🇺 EuropeJournalHAL (Le Centre pour la Communication Scientifique Directe)2026#Scope 3
Double claiming of agricultural carbon credits: time to stop worrying
Clothilde Tronquet, Simon Martel, Valentin Bellassen
After seven years of France's Low Carbon Label (LBC), agricultural projects remain underfunded. Agri-food companies fear 'double claiming' if suppliers sell carbon credits to third parties while they report those reductions in their scope 3…
🇪🇺 EuropeAHFE International2026#Scope 3DOI
The Significance of Regional Ecosystems for the Global Business Chain in Responding to Sustainability Challenges
H. Ruohomaa, V. Salminen
This paper argues that linear supply chains cannot meet sustainability or volatility demands and proposes a shift to circular value networks integrating additive manufacturing, AI, XR, and robotics. It focuses on minimizing Scope 3 emission…
Peer-reviewed🇪🇺 EuropeJournalJournal of Sustainability2026#Scope 3DOI
Measuring What Matters: Why European Cities Need Bottom-Up Consumption-Based Greenhouse Gas Emission Inventories
Joana Bastos, Fabio Monforti-Ferrario
This paper argues that European cities need consumption-based GHG emission inventories, especially Scope 3 emissions, which are currently excluded from city-level accounting. Bottom-up methods, though data-intensive, provide actionable insi…
Preprint🇺🇸 USAZenodo2026#Scope 3DOI
Reconciling Data Years in EEIO Models and Resulting Emission Factors: Alternatives and Best Practices
Ingwersen, Wesley, Li, Mo, Kiani Salmi, Fatemeh +4
This paper systematically reviews adjustment procedures for integrating economic and environmental data from different years in Environmentally Extended Input-Output (EEIO) models, quantitatively evaluating their effects using US data (2017…
Peer-reviewed🇪🇺 EuropeJournalJournal of Supply Chain Management2026#Scope 3DOI
Organizing Buyer‐Side Scope 3 Governance: Sensemaking in Supply Network Decarbonization
Kim Sundtoft Hald
This study uses paradox theory and sensemaking theory to examine how large manufacturers and consumer brands govern Scope 3 decarbonization across supplier networks. Based on a multicase study of four European multinationals and 32 intervie…
Peer-reviewedJournalInternational Journal of Environmental Research and Public Health2022#Scope 3DOI
Greenhouse Gas Emissions from Beef Cattle Breeding Based on the Ecological Cycle Model
Guo H.
This paper estimates greenhouse gas emissions from beef cattle breeding using an ecological cycle model. It identifies emission sources and evaluates mitigation strategies.