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.

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Topic: #Scope 3 (clear)

Showing 161–180 of 211 papers

Preprint🌍 GlobalInternational Journal of Energy Economics and Policy2025#Scope 3DOI

Environmental Accountability or Symbolic Compliance? A Critical Review of ESG Ratings, Greenwashing, and Indirect Emissions in the Global Insurance Sector

Kirill Patyrykin, Lyudmila Vasyukova

This review critically examines ESG ratings and greenwashing in the global insurance sector, highlighting gaps in Scope 3 emissions reporting (underwriting and investment activities). It finds that ESG ratings often prioritize disclosure an…

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PreprintJurnal Presipitasi : Media Komunikasi dan Pengembangan Teknik Lingkungan2025#Scope 3DOI

Integrated Management of Scope 3 Emissions in the Steel Supply Chain

Raktim Dasgupta, Sadhan Kumar Ghosh, Arup Ranjan Mukhopadhyay +1

This study presents an integrated framework using real operational data to quantify and reduce Scope 3 emissions in a medium-scale steel supply chain in India. The Electric Arc Furnace is identified as the dominant hotspot (>90% of emission…

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Preprint🌍 GlobalThe 11th World Sustainability Forum (WSF11)2025#Scope 3DOI

Optimizing Multiple Tier Supplier Networks with Recurrent Neural Network Model in Reducing Scope 3 Carbon Footprint in a Product Supply Chain

Wong , Eugene Yin Cheung, Wei, Ran, Ling, Kev Kwok Tung +1

This paper proposes an RNN-based optimization model to reduce Scope 3 transport emissions in global supply chains. Applied to the polo shirt industry, it compares EU and Asia-Pacific (AP) routes, finding AP reduces emissions by 73.8% (0.008…

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Preprint🇪🇺 EuropeInternational Journal of Operations & Production Management2025#Scope 3DOI

Making Scope 3 emissions management count: enhancing shared responsibility in the supply chain

Canal Vieira, Leticia, Longo, Mariolina, Mura, Matteo

This study analyzes how boundary-spanning functions as a mechanism for constructing shared responsibility in Scope 3 emissions management. Using longitudinal data from 31 European manufacturing firms, it finds that supply chain complexity c…

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Preprint🌍 GlobalCorporate Social Responsibility and Environmental Management2026#Scope 3DOI

Improving Scope 3 Procurement Emissions Accounting: Key Challenges and a Strategic Approach Using <scp>MICMAC</scp> and the Sustainability Balanced Scorecard

Widiene Essouid, Hiba Salem, Stéphane Trébucq +2

This study examines Scope 3 emissions accounting for purchased goods and services, identifying key barriers such as data quality, inconsistent methods, and lack of organizational alignment. Using MICMAC analysis and the Sustainability Balan…

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#Scope 3#Scope 1/2#Carbon Pricing#Renewable Energy#Policy#TCFD#SBT/SBTi#CDP#CCUS#Hydrogen#Climate Finance#Climate Science#EV & Transport#Energy Transition#ESG#Transition Finance#Greenwashing#Climate Risk#Biodiversity#Carbon Accounting#Disclosure Infrastructure#Energy Efficiency#Supply Chain#AI × ESG#Other