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-reviewedCNJournalEconomic Change and Restructuring2026#Climate FinanceDOI
How does green finance affect corporate labor allocation efficiency? Evidence from China
Lin P.
An empirical study examining how green finance affects corporate labor allocation efficiency using Chinese firm-level evidence. It links green financing instruments to internal human-resource allocation and employment structure. Without an …
Peer-reviewedJournalEconomic Annals Xxi2025#Climate FinanceDOI
Green finance and sustainable investment: an economic comparative study of ESG integration in portfolio management
Nasirov E.
This study offers an economic comparative analysis of ESG integration in portfolio management within green finance and sustainable investment. With no abstract available, the markets, methods, and empirical findings remain unclear, but the …
Peer-reviewedCNJournalEmerging Markets Finance and Trade2026#Climate FinanceDOI
Dynamic Spillover Linkages Between Inter-Industry Competition and SSE Green Bond Yields Based on R2 Decomposed Connectedness
Zhang M.
This study examines dynamic spillover linkages between inter-industry competition and Shanghai Stock Exchange (SSE) green bond yields using an R2-decomposed connectedness approach. It traces how competition dynamics in real industries trans…
Peer-reviewedCNJournalEnergy Reports2024#Carbon PricingDOI
Does China's carbon emission trading scheme reduce CO2 emissions? Comprehensive evaluation from synthetic control method using lasso
Wang C.
An empirical study evaluating whether China's carbon emission trading scheme actually reduced CO2 emissions, using a Lasso-based synthetic control method. It compares pilot and non-pilot regions to estimate the causal abatement effect of th…
Peer-reviewed🌍 GlobalJournalInternational Journal of Hydrogen Energy2026#HydrogenDOI
Deriving industrial hydrogen demand curves in Germany and China: The implications of carbon pricing instruments
Zheng L.
This study derives industrial hydrogen demand curves for Germany and China and examines how carbon pricing instruments shape hydrogen uptake. It quantifies the carbon-price levels at which industrial switching to hydrogen becomes viable, of…
Peer-reviewedJournalJournal of Risk and Financial Management2022#Carbon PricingDOI
Impacts of Emissions Trading Scheme Initiatives on Corporate Carbon Proactivity and Financial Performance
Zha G.
An empirical study examining how the introduction of Emissions Trading Schemes (ETS) affects firms' carbon proactivity and financial performance. It analyzes whether carbon pricing design drives corporate decarbonization behavior and profit…
Peer-reviewed🇪🇺 EuropeJournalEcological Economics2019#Carbon PricingDOI
The impact of the EU Emissions Trading System on low-carbon technological change: The empirical evidence
Teixidó J.
An empirical review of how the EU Emissions Trading System has influenced low-carbon technological change. It assesses the evidence on whether carbon pricing signals actually drive innovation and technology adoption by firms. Provides a fou…
Peer-reviewedJournalJournal of Housing and the Built Environment2026#PolicyDOI
The effect of dynamic subsidy and consumer preference on prefabricated building diffusion under emission trading scheme
Li S.
This study models how dynamic subsidies and consumer preferences shape the diffusion of prefabricated buildings under an emissions trading scheme. It suggests that combining carbon pricing with subsidy design influences adoption speed in co…
Peer-reviewedJournalPhilosophy Compass2022#Carbon PricingDOI
Carbon pricing ethics
Mintz-Woo K.
This work examines the ethical and normative dimensions of carbon pricing. With no abstract available, its specific arguments and methods are unclear, but it likely addresses fairness, distributive justice, and intergenerational equity in c…
Peer-reviewed🇪🇺 EuropeJournalEuropean Law Review2026#Carbon Pricing
Burning Waste, Pricing Carbon: Municipal Waste Incineration Plants in the EU ETS
Kołodziej Z.
This paper examines municipal waste incineration plants under the EU ETS, analyzing how carbon pricing shapes emissions and operational decisions in the waste sector. Incineration blends renewable and fossil-derived waste, raising accountin…
Peer-reviewedCNJournalFrontiers in Energy Research2023#Carbon PricingDOI
The impact mechanism of China’s carbon emission trading policy on industrial energy efficiency under multiple innovation approaches
Li J.
An empirical study examining how China's carbon emission trading scheme (ETS) affects industrial energy efficiency, focusing on multiple innovation pathways. It likely tests whether carbon price signals improve efficiency through technologi…
Peer-reviewedCNJournalJournal of Environmental Planning and Management2026#Renewable EnergyDOI
Can the renewable portfolio standards improve social welfare in China’s electricity market based on carbon emissions trading?
Chen H.
This study examines whether China's renewable portfolio standards (RPS) can improve social welfare when combined with carbon emissions trading in the electricity market. It analyzes the policy interaction between RPS and carbon markets. The…
Peer-reviewedJournalApplied Sciences Switzerland2024#Carbon PricingDOI
Temporal Convolutional Network for Carbon Tax Projection: A Data-Driven Approach
Chen J.
A data-driven study applying a Temporal Convolutional Network (TCN) to project future carbon tax levels. It uses machine learning to forecast carbon price trajectories, offering a predictive tool relevant to policy and investment decisions.…
Peer-reviewed🇪🇺 EuropeJournalFinance Research Letters2025#Carbon PricingDOI
Changing workforce dynamics under the European Union Emissions Trading Scheme: job profiles and the color of the collar
Boeckx J.
A study examining how the EU Emissions Trading Scheme reshapes labor markets and occupational structures, focusing on job profiles and the 'color of the collar.' It highlights how carbon pricing policy alters industrial structure and workfo…
Peer-reviewedCNJournalTransportation Research Interdisciplinary Perspectives2025#Carbon PricingDOI
Carbon tax impacts on transport emissions in belt and road trade corridors: A scenario analysis
Yin Y.
This study uses scenario analysis to assess how carbon taxes affect transport emissions along Belt and Road trade corridors. It compares carbon price levels and coverage to see how cross-border logistics and emission pathways shift, examini…
Peer-reviewed🌍 GlobalJournalManagement of Environmental Quality an International Journal2024#Disclosure InfrastructureDOI
Cross-country comparative trend analysis in ESG regulatory framework across developed and developing nations
Singhania M.
This paper comparatively analyzes ESG regulatory framework trends across developed and developing nations. It maps differences and convergence in disclosure regimes and policy approaches. Though no abstract is available, the cross-country c…
Peer-reviewed🇪🇺 EuropeJournalManagement International2022#ESGDOI
Firm Transparency and Employee-Oriented Corporate Social Performance. New Evidence from European Listed Firms
Garsaa A.
An empirical study examining the link between firm transparency/disclosure and employee-oriented corporate social performance (the 'S' in ESG) among European listed firms. It speaks to whether disclosure quality tracks social performance, b…
Peer-reviewedConferenceSpringer Proceedings in Business and Economics2026#AI × ESGDOI
Leveraging AI for Automation in ESG Reporting
Telukdarie A.
This work addresses automating ESG reporting processes with AI. It targets reducing disclosure burden and improving data quality through automated ESG data collection, aggregation, and report generation. It sits squarely at the AI×ESG inter…
Peer-reviewedJournalNature Communications2018#Carbon AccountingDOI
Consumption-based greenhouse gas emissions accounting with capital stock change highlights dynamics of fast-developing countries
Chen Z.M.
This work develops a consumption-based GHG accounting method that incorporates capital stock change, capturing emission dynamics in fast-developing countries that conventional consumption-based accounting tends to miss. It offers a new pers…
Peer-reviewedJournalInternational Journal of Low Carbon Technologies2010#PolicyDOI
Impact of restriction measures for greenhouse gas emission on development of electric power industry in Russia
Veselov F.
A study analyzing how greenhouse-gas emission restriction measures affect the development of Russia's electric power industry. Without an abstract, details are unclear, but it likely offers empirical/policy analysis of how emission regulati…