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-reviewedCNJournalSustainability Switzerland2026#Carbon PricingDOI
The Income Distribution and Poverty Effects of Industry-Differentiated Carbon Tax in China: A Study Based on the CGE-MS Approach
Zhang F.
This paper examines how an industry-differentiated carbon tax in China affects household income distribution and poverty, using a CGE model coupled with microsimulation (CGE-MS). It quantifies the efficiency-equity trade-off of carbon prici…
Peer-reviewedJournalEnergy and Climate Management2025#Carbon PricingDOI
Why the effectiveness of ETSs on green innovation differs? The perspective from price stabilization mechanisms
Wang B.
This paper examines why emissions trading systems (ETSs) differ in their effectiveness at spurring green innovation, focusing on price stabilization mechanisms such as price floors, ceilings, and market stability reserves. It analyzes how c…
Peer-reviewed🇪🇺 EuropeJournalEnvironment Development and Sustainability2025#Carbon PricingDOI
Environmental policy stringency and carbon leakages: a case for carbon border adjustment mechanism in the European Union
Olasehinde-Williams G.
This study examines the link between environmental policy stringency and carbon leakage in the EU, building the case for a carbon border adjustment mechanism (CBAM). It empirically tests whether stricter domestic climate policy shifts emiss…
Peer-reviewed🇪🇺 EuropeJournalReview of Environmental Economics and Policy2016#Carbon PricingDOI
The impact of the European Union emissions trading scheme on regulated firms: What is the evidence after ten years?
Martin R.
A review assessing a decade of evidence on how the EU Emissions Trading Scheme affected regulated firms. It synthesizes findings on carbon pricing's effects on abatement, competitiveness, and innovation. Offers key lessons for designing car…
Peer-reviewedCNConferenceProceedings of 2025 4th International Conference on Big Data Information and Computer Network Bdicn 20252025#Carbon PricingDOI
Prediction of Carbon Trading Price Based on NRBO-CNN-LSTM Model
Shen L.
This study predicts carbon emission trading prices using a hybrid NRBO-CNN-LSTM deep learning model. It captures nonlinear, time-series price dynamics to improve forecasting accuracy over conventional models, with implications for carbon ma…
Peer-reviewedJournalClimate Policy2004#Carbon PricingDOI
Sequestration rental policies and price path of carbon
Keeler A.G.
This paper appears to model how sequestration 'rental' policies—ongoing payments tied to stored carbon—shape the price path of carbon over time. It contrasts such instruments with fixed subsidies, focusing on storage incentives and carbon-p…
Peer-reviewed🇪🇺 EuropeJournalPhysica A Statistical Mechanics and Its Applications2015#Carbon PricingDOI
Statistical regularities of Carbon emission trading market: Evidence from European Union allowances
Zheng Z.
This paper analyzes statistical regularities in the EU Emissions Trading System using European Union Allowance (EUA) price data. Without an available abstract, the exact methods and findings remain unclear, but the work likely examines carb…
Peer-reviewedJournalUtilities Policy2026#Carbon PricingDOI
Policy-driven electrification in rural areas: Integrating carbon pricing and activity-based costing in strategic decision models
Tsai W.H.
This paper proposes a strategic decision model for policy-driven rural electrification, integrating carbon pricing with activity-based costing (ABC). Its contribution lies in linking decarbonization policy instruments to cost accounting for…
Peer-reviewedCNJournalSustainability Switzerland2025#Carbon PricingDOI
Carbon-Aware Dispatch of Industrial Park Energy Systems with Demand Response and Ladder-Type Carbon Trading
Yan C.
This study proposes a carbon-aware dispatch method for industrial park energy systems that integrates demand response with ladder-type carbon trading. By embedding carbon price signals into operational decisions, it aims to balance emission…
Peer-reviewed🌍 GlobalJournalInternational Journal of Low Carbon Technologies2024#Carbon PricingDOI
The development and experience of international carbon tax policy practice: a mini review
Qiao K.
A mini review surveying the development and practical experience of carbon tax policies across countries. It synthesizes design choices and lessons from international carbon pricing implementation, offering comparative reference for jurisdi…
🇺🇸 USAReportEconomic Analysis of Law in European Legal Scholarship2024#Carbon PricingDOI
Evaluating Additionality Analyses: California Cap and Trade and the Regional Greenhouse Gas Initiative
Lazenby R.
This paper examines how additionality is analyzed and evaluated in California's cap-and-trade program and the Regional Greenhouse Gas Initiative (RGGI). It critically assesses existing additionality methodologies and offers a framework for …
Peer-reviewedJournalRenewable Energy2022#Carbon PricingDOI
The role of carbon taxes, clean fuels, and renewable energy in promoting sustainable development: How green is nuclear energy?
Yue X.
An empirical study examining how carbon taxes, clean fuels, and renewable energy contribute to sustainable development, while assessing how 'green' nuclear energy really is. It compares the effectiveness of decarbonization policy instrument…
Peer-reviewedJournalManagerial and Decision Economics2024#Carbon PricingDOI
Substantial innovation or strategic innovation: An evolutionary game analysis of companies' green technology innovation strategies under carbon emission trading market
Cui B.
An evolutionary game-theoretic analysis of whether firms pursue substantial or merely strategic (symbolic) green technology innovation under a carbon emission trading market. It models how carbon prices and regulatory stringency shape strat…
Peer-reviewedCNJournalInternational Journal of Low Carbon Technologies2025#Carbon PricingDOI
Market based emission reduction plan in the process of "double carbon": mechanism, effect and implementation environment
Yang K.
This paper appears to examine the mechanism, effects, and implementation environment of market-based emission reduction plans under China's "double carbon" (peak carbon and carbon neutrality) goals. It likely analyzes how market instruments…
Peer-reviewedJournalEuropean Review of Agricultural Economics2026#Carbon PricingDOI
Alternative Agricultural Carbon Border Adjustment and Climate Club Designs : a Quantitative Assessment
Jensbye L.
A quantitative assessment comparing alternative designs for agricultural carbon border adjustments and climate clubs. It models the effectiveness and economic impacts of preventing carbon leakage and coordinating climate policy internationa…
Peer-reviewed🇪🇺 EuropeJournalManagement Science2026#Carbon PricingDOI
Crossborder Carbon Taxes and Shareholder Wealth
Marta Alonso, Martin Jacob, Gaizka Ormazábal +1
Using stock price reactions to EU CBAM announcements, the authors find EU purchasers of CBAM-covered products earn significantly lower returns than non-European producers. Effects are strongest for EU buyers with non-EU supply chains and wh…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Environmental Science2026#Carbon PricingDOI
“Inward efficiency gains” or “carbon leakage”? regional carbon emission efficiency effects and spatial spillovers of China’s emissions trading system
Qingbao Kong, Dong Tang, 彭怡瑄
Using the staggered rollout of China's ETS pilots as a quasi-natural experiment across 30 provinces (2007–2024), this study finds a significant positive effect on carbon emission efficiency (ATT=0.065), driven by reduced energy intensity (A…
🌍 GlobalDatasetMendeley Data2026#Carbon PricingDOI
Do Industrial Combustion Emissions Respond Gradually to Carbon Pricing? Evidence from Emissions Trading Systems across G20 Economies
Kejia Yan
This repository provides the dataset and replication code for a study examining how emissions trading system (ETS) adoption relates to industrial combustion CO2 emissions across G20 economies from 1990–2023. It employs fixed-effects and EKC…
Peer-reviewed🇨🇳 ChinaJournalSustainable Futures2026#Carbon PricingDOI
How emissions trading system inhibits carbon emission intensity: evidence from global carbon markets
Wenzhi Wang, Sijia Fan, Yong Hu
Using a multi-period difference-in-difference design across countries, this study finds that ETS adoption significantly reduces carbon emission intensity, operating through energy-mix optimization and green innovation. Financial development…
Peer-reviewedJournalOIDA International Journal of Sustainable Development2026#Carbon PricingDOI
Taxation As a Climate Financing Instrument in Zimbabwe: Motivations, Barriers, And Policy Options
Emmanuel Tsara, Dominique E. Uwizeyimana, Hardlife Zvoushe
This study evaluates taxation as a complementary climate financing instrument in Zimbabwe, drawing on documentary review and key-informant interviews. Carbon taxation has been in place but its limited scope and channelling into the consolid…