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-reviewedJournalCarbon Management2019#Carbon PricingDOI
Carbon price forecasting models based on big data analytics
Yahşi M.
This paper proposes and validates carbon price forecasting models using big data analytics. By capturing the drivers of carbon price fluctuations in a data-driven manner, it aims to predict future price trends, providing useful information …
Peer-reviewedCNJournalCarbon Management2020#Carbon PricingDOI
Features and prospect of China’s national GHG emissions trading scheme
Niizawa H.
This paper analyzes the features and prospects of China's national emissions trading scheme (ETS). It reviews the scheme's design, coverage, and implementation, and discusses future challenges and development potential, highlighting the rol…
🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon PricingDOI
Carbon pricing is the cornerstone of European climate policy, yet its evaluation remains trapped in an average-effects paradigm. The most comprehensive meta-analysis to date, covering 80 ex-post evaluations across 21 carbon pricing schemes, establishes that carbon pricing reduces emissions by 5% to 21% in the first years of operation, but also documents that heterogeneity in outcomes is driven by policy design and context rather than by price levels or instrument type (Döbbeling-Hildebrandt e...
Djamel Lekbir
This paper proposes an Estimation-to-Compensation framework using causal machine learning (double/debiased ML, causal forests) to estimate installation-level heterogeneous treatment effects of the EU ETS and derive targeted compensation pol…
Peer-reviewed🇪🇺 EuropeJournalEconomic Development/Ekonomski razvoj2026#Carbon PricingDOI
CBAM IN NORTH MACEDONIA: SECTORAL EXPOSURE, COST BURDEN AND POLICY OPTIONS
Silvana Mojsovska, Zlatko Veterovski
This paper analyzes the impact of the EU's Carbon Border Adjustment Mechanism (CBAM) on North Macedonia's export sectors, highlighting significant exposure in iron and steel. It estimates annual costs of approximately EUR 70.4 million by 20…
DatasetZenodo2026#Carbon PricingDOI
Carbon-Charge Increases and Retail Gasoline Prices in Canada: Data, Code, and Reproducibility Archive
Safavi, Mohammad
This archive supports a study on the short-run impact of carbon-charge increases on retail gasoline prices in Canadian jurisdictions. Using stacked event-study methods, it finds a positive association consistent with substantial pass-throug…
Peer-reviewedCNJournalCogent Economics & Finance2026#Carbon PricingDOI
Decarbonization technology competitiveness and provincial energy demand shifts in China’s carbon-intensive industries under carbon border adjustment mechanism
Fuhao Di, Hengsong Zhao
This study analyzes the impact of the Carbon Border Adjustment Mechanism (CBAM) on China's carbon-intensive industries, evaluating provincial energy demand shifts and competitiveness of decarbonization technologies. It highlights the need f…
Peer-reviewedCNConferenceIop Conference Series Earth and Environmental Science2019#Carbon PricingDOI
Investigation and Survey on the Standardization of China's carbon emission trading market Based on the Government Demand Analysis
Guo H.
This paper investigates the standardization of China's carbon emission trading (ETS) market based on an analysis of government demand. It discusses challenges and directions for ETS standardization from a policy and institutional design per…
ReportSustainable Practices Concepts Methodologies Tools and Applications2013#Carbon PricingDOI
Emissions Trading Schemes in the Transportation Sector
Maragkogianni A.
This paper focuses on emissions trading schemes (ETS) in the transportation sector, examining sector-specific challenges and opportunities. While specific analysis is unclear, it likely discusses the role of market mechanisms in decarbonizi…
Peer-reviewed🇪🇺 EuropeJournalWiley Interdisciplinary Reviews Climate Change2014#Carbon PricingDOI
The effects and side-effects of the EU emissions trading scheme
Laing T.
This paper empirically analyzes the effects and side-effects of the EU Emissions Trading System (EU ETS). It examines the impact of carbon pricing on emission reductions and potential side-effects such as competitiveness and carbon leakage,…
Peer-reviewedJournalHumanities and Social Sciences Communications2026#Carbon PricingDOI
Enterprises’ digital transformation investment strategies and supply chain coordination under carbon cap-and-trade policy
Anhang Chen, Yue Zhang, Wei Zhao
This paper analyzes enterprises' digital transformation investment strategies and supply chain coordination under carbon cap-and-trade policy. It models how digital investments affect emission reduction and cost efficiency, offering insight…
Peer-reviewedCNJournalEnergy and Climate Change2026#Carbon PricingDOI
Coordinating carbon trading and green certificates for low-carbon cross-regional electricity transmission: Evidence from Inner Mongolia, China
Xin Zhang, Boyi Li, Richao Cong +2
This empirical study examines how coordinating carbon trading and green certificates affects low-carbon cross-regional electricity transmission, using Inner Mongolia, China as a case. It quantitatively evaluates policy coordination effects,…
Preprint🌍 GlobalResearch Square2026#Carbon PricingDOI
The Nonlinear Effect of Environmental Taxes on Carbon Emissions in Kenya, Uganda, and Rwanda
Diphus Tugume
This paper empirically analyzes the nonlinear effect of environmental taxes on carbon emissions in Kenya, Uganda, and Rwanda. It suggests that the impact of environmental taxes may vary depending on the tax level, offering important insight…
Peer-reviewed🇨🇳 ChinaJournalHumanities and Social Sciences Communications2026#Carbon PricingDOI
Impact of carbon market trading prices on corporate green innovation
Yaoxiaoxue hong, Heng Xu, Chang Yu
This study examines how carbon market prices affect corporate market competition and green innovation in China's high-carbon industries. Using a game-theoretic model and A-share listed company data from 2013-2021, it finds that rising carbo…
🌍 GlobalDatasetZenodo2026#Carbon PricingDOI
Replication package: Fiscal Capacity, Not Climate Exposure: Decomposing Global Fossil-Fuel Underpricing and Its Equity Burden
Uke, Obinna Dominic, Gorelkina, Olga, Ben Amar, Amine
This replication package reproduces all figures, tables, and estimates from the paper decomposing global fossil-fuel underpricing into fiscal capacity and climate exposure components, using country-year panels for 174 IMF-covered economies …
Peer-reviewedJournalJambe Law Journal2026#Carbon PricingDOI
Carbon Market Governance for Greenhouse Gas Mitigation in Vietnam: Legal Insights from the European Union
Ngoc Minh Tran, Hoa Thanh Ha
This study analyzes Vietnam's emerging carbon market from a legal governance perspective, comparing with the EU ETS to identify challenges in cap-setting, data reliability, trading management, and compliance. Vietnam has established a legal…
Peer-reviewed🇪🇺 EuropeJournalApplied Energy2021#Carbon PricingDOI
The effect of price-based demand response on carbon emissions in European electricity markets: The importance of adequate carbon prices
Fleschutz M.
This paper analyzes the impact of price-based demand response (DR) on carbon emissions in European electricity markets, showing that the level of carbon prices determines the emission reduction effect of DR. Without adequate carbon prices, …
Peer-reviewedJournalDecision Sciences2018#Carbon PricingDOI
Contract Design with Information Asymmetry in a Supply Chain under an Emissions Trading Mechanism
Ma X.
This paper theoretically analyzes how information asymmetry in a supply chain affects contract design under an emissions trading mechanism. It examines how asymmetric information about abatement costs or emissions influences optimal contrac…
Peer-reviewedJournalCarbon Management2020#Carbon PricingDOI
Research on the impact of carbon emission trading system on low-carbon technology innovation
Lyu X.
This paper analyzes the impact of carbon emission trading systems (ETS) on corporate low-carbon technology innovation. It empirically examines whether the introduction of ETS promotes patent applications and R&D investment, evaluating polic…
Peer-reviewedJournalJournal of Land Use Science2012#Carbon PricingDOI
Estimating carbon price from a closed emissions trading scheme in the agricultural sector
Bakam I.
This paper proposes a method to estimate carbon prices from a closed emissions trading scheme in the agricultural sector. Using empirical data, it analyzes how scheme design affects price formation and draws policy implications.
Peer-reviewedJournalApplied Ecology and Environmental Research2019#Carbon PricingDOI
Incentive mechanism design and simulation of emission trading based on market maker system
Li Q.H.
This paper focuses on the introduction of a market maker system in emission trading markets, aiming to improve market liquidity and price stability through incentive mechanism design and simulation. It provides insights for policy design to…