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-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-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🇪🇺 EuropeJournalResearch Policy2015#Carbon PricingDOI
Linking emission trading to environmental innovation: Evidence from the Italian manufacturing industry
Borghesi S.
An empirical study examining whether participation in the EU Emissions Trading System spurs environmental innovation in Italian manufacturing. It assesses how carbon price signals translate into firms' technological upgrading and decarboniz…
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-reviewed🇪🇺 EuropeJournalJournal of Industrial Ecology2024#Carbon PricingDOI
Effects of European emissions trading on the transformation of primary steelmaking: Assessment of economic and climate impacts in a case study from Germany
Graupner Y.
A German case study assessing how the EU Emissions Trading System shapes the economic and climate impacts of transforming primary steelmaking. It examines how carbon pricing affects the viability and emissions outcomes of shifting steel pro…
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-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🌍 GlobalJournalJournal of Global Economy2026#Carbon PricingDOI
Carbon Border Adjustment at the Definitive Stage: Exposure Channels, Domestic Carbon Pricing and Green Finance Architecture in Azerbaijan
Rahiba Abdulhasanova
As the EU's CBAM enters its definitive phase in 2026, this paper maps Azerbaijan's exposure through four channels: in-scope products, planned electricity exports, transit effects, and downstream extension. It finds the 2026 financial burden…
Peer-reviewed🇨🇳 ChinaJournalApplied Energy2026#Carbon PricingDOI
From border carbon penalties to domestic action: can domestic carbon pricing provide a fairer solution to carbon leakage?
Rui Tang, Dingyao Yu, Chunjia Han +2
Using a recursively updated multi-regional CGE model (GTAP-E) with input-output derived trade shocks, this study compares unilateral border carbon adjustments, coordinated domestic pricing, and cost-equity differentiated pricing. Border-onl…
Preprint🌍 GlobalPreprints.org2026#Carbon PricingDOI
The Roles of Traceability, Sustainability Monitoring and Transparent Verification for Improved Systems of Carbon Trading for Oil Palm, Rubber and Forestry to Address the Climate Crisis
Denis J. Murphy, Shana Yong
This paper examines how traceability, sustainability monitoring, and transparent verification can strengthen carbon trading systems for oil palm, rubber, and forestry in Malaysia and tropical regions. It argues these tools can turn carbon s…
Peer-reviewedJournalEnergy Research & Social Science2026#Carbon PricingDOI
Mitigation deterrence in emissions trading schemes: Managing low quality demand for carbon removal
Nils Markusson, Alina Brad, Etienne Schneider
Examines 'mitigation deterrence' in emissions trading schemes, where low-quality demand for carbon removal credits can displace genuine emission reductions. Focuses on how scheme design should manage the quality of removal credits and prese…
Peer-reviewedCNJournalInternational Review of Economics & Finance2026#Carbon PricingDOI
Understanding Price–Volume Relationships and Volume Determinants in China’s Carbon Trading System
Liping Gao, Yufan Wang
An empirical study of China's national emissions trading system (ETS), examining the price–volume relationship and the determinants of trading volume. It sheds light on how price signals and market liquidity interact in the world's largest …
Peer-reviewedJournalIndonesian Journal of Electrical Engineering and Computer Science2026#Carbon PricingDOI
Inventory model with trade credit policy and carbon emission preservation technology
Deep Kamal Sharma, Ompal Singh
This study builds an integrated inventory model combining preservation technology, trade credit, inflation, and a carbon emission tax, solved numerically in MAPLE. Numerical examples show that jointly applying preservation and credit polici…
Peer-reviewed🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon PricingDOI
Cost-Effectiveness Analysis of Germany's Compensation Scheme for Coal Plant Closures in Reducing Carbon Emissions
Lourenco Wang
This paper evaluates Germany's reverse-auction compensation scheme for coal plant closures (2020-2022). About 9,974 MW was retired for roughly €700 million, implying a first-year abatement cost of ~€18/tCO2 versus an average EU ETS price of…
🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon PricingDOI
stochastic-cbam-engine: A Stochastic Framework for Carbon Border Adjustment Mechanism Exposure Analysis
Selahattin İlhan
An open-source, dependency-free R engine that quantifies exporters' exposure to the EU CBAM as a probability distribution rather than a point estimate. It models firm-level technology heterogeneity and correlated stochastic processes for EU…
Peer-reviewedJournalJournal of Korea Research Association of International Commerce2026#Carbon PricingDOI
The EU Carbon Border Adjustment Mechanism and Carbon-Cost Responses of Korean Export Industries: Focusing on Indirect Emissions and Power-Sector Decarbonization
Sung-Woo Ryoo
This study examines how the EU Carbon Border Adjustment Mechanism (CBAM) affects the carbon costs of Korean export industries, focusing on indirect emissions and power-sector decarbonization. It analyzes the structure of carbon-cost burdens…