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.
Preprint🌍 GlobalProcedia CIRP2026#Scope 3DOI
Conceptual Data Stream Framework for Scope 3 Hybrid Modelling Using a Product Lifecycle Lens
Omeire, Victoria, Okorie, Okechukwu; id_orcid 0000-0002-5210-9951, Sharmina, Maria; id_orcid 0000-0002-5521-700X +1
This paper proposes a conceptual product lifecycle-data stream framework to support accurate Scope 3 emissions modelling in high-value manufacturing. Using a medical device (harmonic shear) as a case study, it maps emission sources across t…
Peer-reviewed🇪🇺 EuropeJournalJournal of Cleaner Production2023#Scope 3DOI
No-one left behind: An open access approach to estimating the carbon footprint of a Danish clothing company
Thomas Stridsland, William Biørnstad, Kristina Vigen +2
This case study of Danish clothing company MASCOT uses a GHG Protocol-compliant open-access emissions inventory, finding 85% of emissions in scope 3 (76% purchased goods/services). It highlights supplier data gaps and inconsistencies, calli…
🌍 GlobalJournalAcademy of Management Proceedings2018#Scope 3DOI
Supply chain engagement on climate change mitigation: An information processing theory perspective
Frederik Dahlmann, Jens K. Roehrich
This study analyzes how companies engage their supply chain partners in climate mitigation using CDP supply chain survey data. Grounded in organizational information processing theory, it finds that firms prioritize accurate Scope 3 measure…
🌍 GlobalJournalLUTPub (LUT University)2025#Scope 3
Kasvihuonekaasupäästöjen vähentäminen yhteistyössä toimittajien kanssa
Vainiotalo, Annika
This thesis explores how a global industrial company's division can support suppliers in reducing their Scope 1 and 2 emissions. Using qualitative methods including expert interviews and thematic analysis, it develops a maturity-based suppo…
Peer-reviewed🌍 GlobalJournalResources Conservation & Recycling Advances2026#Scope 3DOI
Achieving net-zero carbon in the pulp and paper industry: Tackling scope 1, 2, and 3 emission hotspots
Nelson Barrios, Maria Cristina Gonzalez, Nishme Zabib +2
The pulp and paper industry accounts for ~2% of global CO2 emissions and 6% of industrial energy use. This review maps Scope 1, 2, and 3 emissions across the value chain, identifying operational levers (CHP, recovery boiler optimization, he…
🌍 GlobalJournalLondon School of Economics and Political Science Research Online (London School of Economics and Political Science)2025#Scope 3
Emissions from manufacturing in the autos sector: discussion paper
Nikolaus Hastreiter, Alfie Begley, Simon Dietz
This paper examines the role of production emissions (materials and manufacturing) in carmakers' carbon footprints and reduction targets. The current TPI Carbon Performance methodology focuses on tailpipe (Scope 3 Category 11) emissions, bu…
Peer-reviewed🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Scope 3DOI
Logistiikan päästöt näkyviksi päätöksentekoon – kohti vastuullisempia hankintoja (Making logistics emissions visible in decision-making – towards more responsible procurement)
Laura Kojo, Jukka Kääriäinen, Ville Hinkka
This article argues that making logistics-related GHG emissions visible at the procurement stage is essential for responsible and effective supply chain decision-making. Increasing regulatory pressure, especially Scope 3 reporting, requires…
Peer-reviewed🇪🇺 EuropeJournalInternational Journal of Sustainability in Higher Education2025#Scope 3DOI
Opportunities to improve data quality of scope 3 emissions in the context of carbon neutrality: the case study of LUT University
Aleksandra Woszczek, Michael Child, Mika Luoranen +1
This study assesses GHG Protocol scope 3 categories and data sufficiency at LUT University, Finland. Findings show that most scope 3 emissions suffer from poor data accuracy, leading to over- or underestimation. The authors suggest universi…
Peer-reviewed🌍 GlobalJournalGlobal Environmental Change2020#Scope 3DOI
Spatially-explicit footprints of agricultural commodities: Mapping carbon emissions embodied in Brazil's soy exports
Neus Escobar, E. Jorge Tizado, Erasmus K. H. J. zu Ermgassen +3
This paper integrates LCA with physical trade flow analysis to spatially explicitly estimate GHG emissions from Brazilian soy exports. Analyzing ~90,000 trade flows from 2010-2015, it reveals large variability in carbon footprints across so…
🌍 GlobalJournalFigshare2026#Scope 3DOI
Accounting for and Reporting on Supply Chain Emissions: Global and Australian Perspectives
Xintao LI
This dissertation comprises three studies on supply chain emissions (Scope 1, 2, 3) reporting and management. Using CDP data, it shows that supplier engagement and climate governance improve Scope 3 disclosure quality. Survey data from 224 …
🇪🇺 EuropeJournal2026#Scope 3DOI
Decarbonising Industrial Supply Chains: A Strategic Framework for Managing Scope 3 Emissions in Procurement
Sebastian Steinmeier, Chantal Rietdorf, Michael Rentschler +2
A large share of industrial emissions arises from Scope 3 sources in supply chains. This paper develops a strategic framework that embeds decarbonization into procurement, validated through ten expert interviews with German OEMs and supplie…
🇪🇺 EuropeJournalUppsala University Publications (Uppsala University)2026#Scope 3
Assessing the Usability of Supplier-Specific Product Carbon Footprint Data for Scope 3 Reporting
Ellen Rejler Arvidson
This thesis evaluates the usability of supplier-specific product carbon footprint (PCF) data for Scope 3 reporting using PACT's usability model. A qualitative case study of a large Swedish company and two suppliers finds data mostly meets P…
Peer-reviewed🇺🇸 USAJournalResearch journal in business and economics.2023#Scope 3DOI
Scope 3 Emissions Measurement in Global Supply Chains: A Comparative Analysis of GHG Protocol and ISO 14064 Standards
Terryann Kirui, Fancy Cheptonui, Graca Opetsi +2
This study compares Scope 3 emissions measurement frameworks in global supply chains, focusing on the GHG Protocol and ISO 14064. Analyzing 156 manufacturing and retail organizations, it finds the GHG Protocol offers flexibility and categor…
Peer-reviewed🌍 GlobalJournalInternational Journal of Multidisciplinary Research and Growth Evaluation2020#Scope 3DOI
Using life cycle assessment to improve Scope 3 emissions reporting and enable actionability
Zaid Thanawala
Discusses how Life Cycle Assessment can improve Scope 3 emissions reporting by addressing data variability, boundary complexities, and lack of standardization. LCA helps identify emission hotspots, enhance transparency, and support strategi…
Preprint🌍 GlobalSSRN Electronic Journal2024#Scope 3DOI
Scope 3 Emissions Disclosure and Supply Chain Decarbonization
Young Jun Cho, Jungbae Kim, Holly Yang +1
This paper examines how Scope 3 emissions disclosure affects supply chain decarbonization. It empirically analyzes the link between corporate disclosure practices and emissions reduction efforts across the supply chain, with implications fo…
Peer-reviewed🌍 GlobalJournalNature Climate Change2022#Scope 3DOI
The why and how of assigning responsibility for supply chain emissions
Sanjith Gopalakrishnan
This paper examines the rationale and mechanisms for allocating responsibility for greenhouse gas emissions across supply chains. It addresses how Scope 3 accounting and reporting practices, along with policy implications, should assign acc…
Peer-reviewed🇪🇺 EuropeJournalRenewable and Sustainable Energy Reviews2018#Scope 3DOI
Carbon footprint calculation in telecommunications companies – The importance and relevance of scope 3 greenhouse gases emissions
Gregor Radonjič, Saša Tompa
This paper examines carbon footprint calculation in telecommunications companies, emphasizing the importance and relevance of Scope 3 emissions. It discusses the complexities of measuring supply chain and customer-related emissions, arguing…
Peer-reviewed🇪🇺 EuropeJournalnpj Climate Action2025#Scope 3DOI
Scope 3 emission reporting and the EU Data Act: removing barriers for primary data sharing along the supply chain
Israel Waichman, Matthias Niebuhr, Aurel Stenzel
This paper examines how the EU Data Act can remove barriers to primary data sharing for Scope 3 emission reporting. Unlocking primary emission data stored in industrial assets would increase transparency and accountability, and move toward …
Peer-reviewed🇨🇳 ChinaJournalOne Earth2026#Scope 3DOI
Credible, scalable, actionable: Principles for Scope 3 emissions measurement and supply chain decarbonization
Spencer J. Brennan, Fanran Meng, Natanael F. Bolson +5
This paper sets out principles for credible, scalable, and actionable Scope 3 emissions measurement and supply chain decarbonization, offering a framework for companies and standard-setters to align measurement practice with meaningful redu…
Peer-reviewed🌍 GlobalJournalJournal of Business Logistics2026#Scope 3DOI
Drivers of Digital Traceability System Adoption for Greenhouse Gas Emissions in Complex Supply Chains
Sukrit Vinayavekhin, A. Banerjee, Feng Li +1
This study investigates drivers of digital traceability system adoption for GHG emissions using institutional theory and transaction cost economics. A conjoint experiment with manufacturing managers shows that systems covering Scope 1, 2, a…