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.
🌍 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-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2026#Scope 3DOI
Decarbonizing Corporate India: Carbon Footprint Reduction Strategies in Manufacturing and Information Technology Sectors
Sagar Devappa Helwar, Prachi Suresh Ukali
This study analyzes Scope 1, 2, and 3 emission reduction strategies in Indian manufacturing and IT firms. Manufacturing focuses on energy efficiency, renewables, and circular economy; IT emphasizes green data centers and supplier engagement…
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…
Peer-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2026#Scope 3DOI
Decarbonizing Corporate India: Carbon Footprint Reduction Strategies in Manufacturing and Information Technology Sectors
Sagar Devappa Helwar, Prachi Suresh Ukali
This study analyzes Scope 1, 2, and 3 emission reduction strategies in Indian manufacturing and IT firms. Manufacturing focuses on energy efficiency, renewables, and circular economy; IT on green data centers and Scope 3 supplier engagement…
JournalTheseus (Ammattikorkeakoulujen)2026#Scope 3
Integrating Supplier CO₂e Reduction Strategies into Procurement Processes : A Pathway to Sustainable Supplier Management
Rohan Kshirsagar
This thesis examines integrating Scope 3 Category 1 (purchased goods and services) CO2e reduction into procurement via a comparative case study in a cloud/data/software firm. It evaluates four emissions calculation methods, revealing trade-…
🌍 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🇺🇸 USAJournalJournal of the Society for Cardiovascular Angiography & Interventions2022#Scope 3DOI
Reducing Cath Lab’s Carbon Footprint: Is It Time, and Can It Be Done?
Bina Ahmed
This paper discusses the need and methods for reducing carbon emissions in cardiac catheterization laboratories in the US. Healthcare accounts for 4.4% of global GHG emissions, with supply chains contributing 80%. It proposes measuring and …
Peer-reviewed🌍 GlobalJournalEuropean Heart Journal2022#Scope 3DOI
Climate change and healthcare organizations: a call to arms
Yasaswini Iyer, Skanda Moorthy, Sadeer Al‐Kindi +1
This article argues that healthcare organizations (HCOs) should lead climate action, as the sector contributes 4.4% of global CO2 emissions, with 71% from Scope 3. It recommends reducing Scope 1 emissions from operating rooms and anesthetic…
Peer-reviewedJournalnpj Climate Action2023#Scope 3DOI
Supply-chain data sharing for scope 3 emissions
Aurel Stenzel, Israel Waichman
This paper discusses the importance of primary data sharing along supply chains for accurate Scope 3 emissions calculation. Current estimates rely on industry averages, which are imprecise. It identifies three main obstacles: legal/regulato…
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…
Peer-reviewedJournalResults in Engineering2025#Scope 3DOI
Multicriteria assessment of pre-treatment and material handling systems for improved recycling of ladle slag in electric steelmaking
Matteo Lugano, Damiana Chinese, Marina Campolo +1
This study evaluates pre-treatment systems for recycling ladle slag in electric steelmaking using fuzzy AHP. The most complex configuration balances environmental and economic performance, achieving 80-120 tCO2eq/year savings while increasi…
Peer-reviewedJournal대한환경공학회지2022#Scope 3DOI
Characterization of Greenhouse Gases Emissions by Economic Sectors Using Environmentally Extended Input-Output Analysis (EEIOA)
Yujin Park, Junbeum Kim, Daeseung Kyung +1
This study constructs the 2017 Republic of Korea Environmentally Extended Input-Output Table (ROKEEIOT) to estimate Scope 1, 2, and 3 emissions by economic sector. Direct emissions are highest in electricity, steam, and water supply, but su…
Peer-reviewed🌍 GlobalJournalAdvances in Environmental and Engineering Research2022#Scope 3DOI
How do World-renowned Coffee Companies Manage Carbon Emissions? A Case Study of Starbucks
Yuyun Wang, Paul Dargusch, Genia Hill
This case study analyzes Starbucks' carbon emissions by scope, revealing 2018 emissions of 16,706 thousand metric tons, with Scope 3 dominating. It examines the company's carbon management program, highlighting packaging material shifts, re…
Peer-reviewed🇨🇳 ChinaJournalCleaner and Responsible Consumption2026#Scope 3DOI
Addressing significant carbon footprint and cross-boundary leakage of textile and apparel industries in 21 South China cities
Lin Pan, Junliang Wu, Yuhan Liang +2
This study traces interregional carbon transfers of textile and apparel industries across 21 South China cities using MRIO, structural decomposition, path, and ecological network analyses. Despite intensity reductions, consumption-based foo…
🇪🇺 EuropeDatasetZenodo (CERN European Organization for Nuclear Research)2026#Scope 3DOI
Hospital water carbon footprint panel - Madrid SERMAS (2016-2024)
David Campos Vásquez, Mercedes del Río Merino, Paola Villoria Sáez
This dataset and Stata code enable replication of a fixed-effects panel analysis estimating the water-related Scope 3 carbon footprint of 12 public hospitals in Madrid (2016-2024). It compares three emission factors (Spanish, UK, and region…
Peer-reviewed🇪🇺 EuropeJournalGreen Finance2025#Scope 3DOI
What can green investors learn from funds’ value chain carbon footprint? Evidence from Spain
López L.A.
This paper analyzes the value chain carbon footprint (including Scope 3) of investment funds in Spain, offering insights for green investors. It reveals the distribution and characteristics of funds' carbon footprints and provides implicati…
🌍 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 …