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.
🇯🇵→🌍 Japan-to-Global🇯🇵 JapanReport#Scope 3
Ministry of the Environment Green Value Chain Platform
環境省 グリーン・バリューチェーンプラットフォーム
(著者不明)
Official portal operated by Japan's Ministry of the Environment providing guidelines and emission factor databases for corporate supply chain (Scope 1, 2, 3) accounting. It serves as the foundational infrastructure for carbon accounting pra…
Preprint🌍 GlobalResearch Square2026#Scope 3DOI
Comparative Carbon Accounting Using Distance-Based and Average Data Methods in Employee Commuting Emissions
Ajayi O, Ugwu J, Okonta ED
This study compares two methods for calculating employee commuting emissions (Scope 3, Category 7) using a case study of Middlesbrough Council (UK). A survey of 100 employees found that the Distance-Based Method estimated 1,241 tCO₂e/year, …
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…
Preprint🌍 GlobalSSRN2026#Scope 3
1 ADVISED EMISSIONS May 21, 2026 DRAFT
(著者不明)
This draft discusses the disclosure requirements for Scope 3 Category 11 (Use of Sold Products) under the GHG Protocol's Scope 3 Standard, proposing specific methodologies and reporting frameworks.
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…
🌍 GlobalReportLife Cycle Management from Global to Local2026#Scope 3DOI
Sustainable Innovation or Merely Reporting? State of the Art of Assessing Scope 3 Emissions of Organizational Procurement
Essouid W.
This paper reviews the state of the art in assessing Scope 3 emissions from organizational procurement. While reporting frameworks are evolving, challenges in data quality and methodological consistency persist. It highlights the gap betwee…
Peer-reviewed🇨🇳 ChinaJournalJournal of Business Research2026#Scope 3DOI
How does customer ESG performance affect supplier carbon disclosure?
Xin Zhao, Yaxin Huo, Hyoungsuk Lee +2
This empirical study examines how customer firms’ ESG performance influences suppliers’ carbon disclosure behavior. It identifies drivers of upstream disclosure in supply chains, revealing the cascading mechanism between ESG ratings and cor…
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🌍 GlobalJournalSustainability2026#Scope 3DOI
Improving Scope 3.1 Carbon Accounting: A Framework for Selecting Weight-Based Material Emission Factors
Ellis Bauer, Fabian Rundel, Shari Alt +1
This study proposes a decision-support framework to reduce uncertainty in selecting weight-based secondary emission factors for Scope 3.1 (purchased goods and services) accounting. It shows emission factors for the same material can vary by…
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-reviewed🌍 GlobalJournalNature Communications2026#Scope 3DOI
Energy intensity, offshoring and the illusion of decarbonization
Claudia Amadei, Cesare Dosi, Francesco Jacopo Pintus
This paper argues that improvements in energy intensity and offshoring may merely shift emissions abroad, creating an illusion of decarbonization. It highlights the risk of carbon leakage and the need to account for embodied emissions in tr…
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.