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.
Peer-reviewedJournalSustainability Switzerland2022#Climate FinanceDOI
Does Green Finance Contribute to Corporate Technological Innovation? The Moderating Role of Corporate Social Responsibility
Li X.
An empirical study examining whether green finance drives corporate technological innovation, with CSR as a moderating factor. It suggests green funding channels may spur innovation investment, and that CSR activity can strengthen this effe…
Peer-reviewedCNJournalEnvironmental Science and Pollution Research2024#Climate FinanceDOI
Can green finance reduce carbon emission? A theoretical analysis and empirical evidence from China
Jiang P.
Examines whether green finance actually reduces carbon emissions, combining a theoretical model with empirical evidence from China. Suggests a channel from green capital allocation to emission reduction, with policy implications. No abstrac…
Peer-reviewedCNJournalPolish Journal of Environmental Studies2025#Climate FinanceDOI
Green Finance: An Emerging Driving Force for Low-Carbon Transformation of China’s Energy Structure
Ma Q.
This paper examines whether green finance acts as a driving force for the low-carbon transformation of China's energy structure. It analyzes how green credit, green bonds and related capital flows affect renewable energy investment and carb…
Peer-reviewedConferenceProceedings of the 2025 3rd International Conference on Advances in Computation Communication and Information Technology Icaiccit 20252025#AI × ESGDOI
AI-Enhanced Web Crawler for Real-Time Discovery of Emerging Trends in Sustainable Finance
David S.
Proposes an AI-enhanced web crawler to detect emerging trends in sustainable finance in real time. It automates collection and analysis of ESG and climate-related information, potentially advancing disclosure infrastructure. No abstract is …
Peer-reviewedJournalDiscover Sustainability2026#AI × ESGDOI
Artificial intelligence framework for assessing environmental credibility of green bonds using ClimateBondNet
Biswal S.
This paper proposes an AI framework, ClimateBondNet, for assessing the environmental credibility of green bonds. It offers a machine-based means of verifying issuers' environmental claims amid greenwashing concerns. Sitting at the AI x ESG …
Peer-reviewed🌍 GlobalJournalSustainable Development2026#Climate FinanceDOI
A Step Towards SDGs 6, 13 and 15? Revisiting the Environmental Effectiveness of Green Finance Under Market Sophistication in OECD Countries
Taveng E.
An empirical study revisiting whether green finance actually improves environmental outcomes (SDGs 6, 13, 15) across OECD countries, conditioning the effect on financial market sophistication. It asks whether more developed markets channel …
Peer-reviewed🇪🇺 EuropeJournalJournal of World Energy Law and Business2025#CCUSDOI
Carbon dioxide utilization and storage through mineralization under European Union law: a legal analysis of the EU CCS Directive and the EU Emissions Trading System
Maddahi R.
This paper legally analyzes CO2 utilization and storage through mineralization under the EU CCS Directive and the EU Emissions Trading System. It examines how mineralized CO2 is classified—storage versus utilization—and how it is treated un…
Peer-reviewedCNJournalSustainability Switzerland2022#Carbon PricingDOI
Research on the Effects and Mechanism of Carbon Emission Trading on the Development of Green Economy in China
Wang L.
A study examining how China's carbon emission trading scheme affects green economy development and through what mechanisms. It empirically tests the pathways by which emissions trading improves green-economy outcomes. No abstract is availab…
Peer-reviewedCNJournalFinance Research Letters2023#Carbon PricingDOI
Can carbon emission trading scheme reshape audit reporting aggressiveness? Evidence from an incremental information perspective
Long W.
An empirical study examining whether carbon emission trading schemes (ETS) reshape audit reporting aggressiveness through an incremental information lens. It explores how carbon regulation spills over into corporate disclosure behavior and …
Peer-reviewed🇪🇺 EuropeConferenceCommunications in Computer and Information Science2015#Carbon PricingDOI
Emissions trading scheme: Evidence from the european union countries
Papageorgiou A.
An empirical study on the EU Emissions Trading Scheme across EU member states. Without an abstract, specifics are unclear, but it likely examines how carbon pricing affects emissions and industrial competitiveness. Useful reference for carb…
Peer-reviewed🇪🇺 EuropeJournalAccounting and Finance2021#Carbon PricingDOI
Estimation of a term structure model of carbon prices through state space methods: The European Union emissions trading scheme
Aspinall T.
This paper estimates a term structure model of carbon prices in the EU Emissions Trading Scheme using state space methods. By modeling carbon prices across maturities like a yield curve, it enables inference on future carbon price expectati…
Peer-reviewedJournalEuropean Journal of Operational Research2022#Carbon PricingDOI
Strategic production and responsible sourcing decisions under an emissions trading scheme
Ma X.
This paper examines how firms optimize production and sourcing decisions under an emissions trading scheme. It analyzes how carbon prices reshape procurement costs and supply-chain choices, offering a framework for strategic decision-making…
Peer-reviewedJournalSustainability Switzerland2024#Energy EfficiencyDOI
A Dynamic Approach to Sustainable Knitted Footwear Production in Industry 4.0: Integrating Short-Term Profitability and Long-Term Carbon Efficiency
Tsai W.H.
This work proposes a dynamic approach to knitted footwear production under Industry 4.0 that integrates short-term profitability with long-term carbon efficiency. It frames decarbonization and economic performance as a joint optimization pr…
Peer-reviewedJournalEnergy Journal2004#Carbon PricingDOI
Is international emissions trading always beneficial?
Babiker M.
A theoretical/policy paper questioning whether international emissions trading (linking carbon markets) is always beneficial. It likely examines conditions under which market linkages affect prices, abatement incentives, and welfare. Withou…
Peer-reviewed🇪🇺 EuropeJournalGlobal Environmental Politics2017#Carbon PricingDOI
Ratcheting up carbon trade: The politics of reforming EU emissions trading
Jevnaker T.
A political-economy analysis of reforms to the EU Emissions Trading System, examining how carbon prices are ratcheted up through policy negotiation. It speaks to how the world's largest carbon market reshapes incentives for decarbonization …
Peer-reviewedJournalClimate Policy2024#Carbon PricingDOI
Carbon pricing under electricity market constraints: analyzing rent management dynamics in the Republic of Korea
Barlaup A.
This paper examines how structural constraints in electricity markets shape the functioning of carbon pricing, using the Republic of Korea as a case. It focuses on the political economy of managing and distributing rents generated by carbon…
Peer-reviewed🇪🇺 EuropeJournalJournal of World Trade2022#Carbon PricingDOI
Export Rebates and the EU Carbon Border Adjustment Mechanism: WTO Law and Environmental Objections
Claudia Leonelli G.
This paper examines export rebates in relation to the EU's Carbon Border Adjustment Mechanism (CBAM) through the lens of WTO law. It analyzes whether such rebates can be justified under international trade rules and how they interact with e…
Peer-reviewedJournalEnergy Economics2022#Carbon PricingDOI
The effectiveness of carbon pricing: The role of diversification in a firm's investment decision
Compernolle T.
This paper examines how carbon pricing shapes firms' investment decisions, focusing on the role of diversification. It suggests that the effectiveness of carbon pricing depends on firms' ability to diversify their investments. Details remai…
Peer-reviewed🌍 GlobalJournalSustainability Switzerland2025#AI × ESGDOI
Artificial Intelligence-Enhanced Environmental, Social, and Governance Disclosure Quality and Financial Performance Nexus in Saudi Listed Companies Under Vision 2030
Alshareef M.N.
This study examines how AI-enhanced ESG disclosure quality relates to financial performance among Saudi listed companies under Vision 2030. It offers emerging-market evidence on linking AI-driven disclosure assessment to firm value and cost…
Peer-reviewedJournalSustainability Accounting, Management and Policy Journal2021#ESGDOI
Does CSR disclosure influence financial performance of firms? Evidence from an emerging economy
Singh A.
An empirical study examining whether CSR disclosure influences firms' financial performance in an emerging economy. It contributes evidence on the disclosure-performance link outside developed markets. Without an abstract, methods and resul…