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-reviewed🇪🇺 EuropeJournalInternational Journal of Sustainable Aviation2026#Carbon PricingDOI
Benchmarking-based strategic management approach to green finance and EU emissions trading system compliance at airports
Macit A.
This study proposes a benchmarking-based strategic management framework for airports facing EU Emissions Trading System compliance and green finance needs. It links carbon-price exposure to financial strategy and uses peer comparison to sur…
Peer-reviewedJournalIEEE Transactions on Automation Science and Engineering2026#Carbon PricingDOI
The Role of Online Decision-Making in Coupled Electricity and Carbon Markets
Yu-Ke Zhou, A. Wierman, Jie Song +1
This paper models generators participating in both electricity and carbon cap-and-trade markets across multiple timescales. Using optimization decomposition, it links their coupled incentives to an offline planner's cost-minimization proble…
Peer-reviewed🇨🇳 ChinaJournalApplied Economics2026#Carbon PricingDOI
Risk aversion and carbon price returns: evidence from market extremes
Yan Zheng, Fenghua Wen, Jihong Xiao
An empirical study examining how risk aversion relates to carbon price returns, focusing on extreme market conditions and tail risk. Likely using China's emissions trading market data, it contributes to understanding carbon price volatility…
Peer-reviewedCNJournalInstitutional Repositories DataBase (IRDB)2026#Carbon Pricing
The Synergistic Effect of Environmental Regulation and Carbon Trading Policy on ESG Performance of Polluting Enterprises
Mingyue Li, Qizhi Tao, Di CHEN +1
Using Chinese listed polluting firms, this study shows that jointly implementing an environmental protection tax and a carbon trading pilot synergistically improves ESG performance, while neither policy alone suffices. The synergy works thr…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Carbon PricingDOI
Energy–Carbon Synergy in Data Center-Based Energy Hub: Optimal Trading Decision in Coupled Electricity–Heat Markets Under Ladder-Type Carbon Trading
Tianbo Han, Qingwei Xiao, Weiwei Li +4
This paper models a data center-based energy hub bidding in coupled electricity, heat, and ladder-type carbon markets. A bilevel program coordinating workload shifting, waste-heat recovery, CHP, and storage is reformulated as a single MILP.…
Peer-reviewedCNJournalJournal of Public Economics2026#Carbon PricingDOI
Too little too late? Nationwide carbon trading in China
Shuang Zhang, Douglas Almond
First empirical study of China's 2021 nationwide rate-based carbon market, using satellite imagery and machine learning on plant-level data. High-efficiency coal plants increased generation and CO2 emissions ~5% versus low-efficiency plants…
🌍 GlobalJournalRoutledge eBooks2026#Carbon PricingDOI
Understanding the Effects of Climate Mitigation Policies
Ian Parry, Simon Black, Nate Vernon-Lin +1
This chapter explains how IMF modeling frameworks, notably the IMF-World Bank Climate Policy Assessment Tool (CPAT) covering 200+ countries, quantify the environmental, energy, fiscal, and economic effects of mitigation policies. It covers …
Peer-reviewedCNJournalAccounting and Finance2026#Carbon PricingDOI
Carbon Reduction Pressure and Internal Capital Transfer Within Business Groups: Evidence From China's Carbon Emission Trading
Li C.
An empirical study examining how China's carbon emission trading scheme reshapes internal capital allocation within business groups. It investigates whether carbon reduction pressure drives firms to reallocate capital across group affiliate…
Peer-reviewedJournalApplied Economics2026#Carbon PricingDOI
Carbon emissions trading markets and low-carbon technology innovation: the perspective of financial geographic structure
Wang H.
This study examines how carbon emissions trading markets influence low-carbon technology innovation through the lens of financial geographic structure. It links emissions trading to innovation pathways and regional disparities via the geogr…
Peer-reviewedJournalRenewable and Sustainable Energy Reviews2019#Carbon PricingDOI
The potential impacts of a domestic offset component in a carbon tax on mitigation of national emissions
Wang-Helmreich H.
A policy study examining how adding a domestic offset component to a carbon tax affects national emissions mitigation. It analyzes whether offsets weaken or complement the tax's abatement incentive. Relevant to carbon-pricing design and off…
🇪🇺 EuropeJournalDialogues on climate change.2026#Carbon PricingDOI
Should food finance carbon removal? A comment
Jörgen Larsson
This commentary assesses public acceptance of Moberg et al.'s proposal for a climate fee on food consumption to finance carbon removal. It notes negative factors (higher household costs, regressive incidence) that weaken support, but highli…
Peer-reviewedJournalEnvironmental Economics2026#Carbon PricingDOI
Stock market reaction to the announcement of Morocco’s voluntary carbon market: An event study
Gnaoui Imane, M. Nusrate Aziz
This event study examines the stock market reaction of eight Casablanca-listed firms to Morocco's voluntary carbon market launch announcement (Sept 24, 2024). Neither the event-day AAR (-0.238%) nor the [-4;+5] CAR (1.00%) was statistically…
Peer-reviewed🇨🇳 ChinaJournalEnvironment Development and Sustainability2026#Carbon PricingDOI
Assessing cap-and-trade and carbon tax impacts on dual-channel closed-loop supply chain networks
Xiaoning Zhu, Siyu Wu, Rui Yan +4
This study assesses how the two major carbon-pricing instruments—cap-and-trade and carbon tax—affect dual-channel closed-loop supply chain networks. Authored at the University of Science and Technology Beijing, it appears to model how carbo…
Peer-reviewed🇨🇳 ChinaJournalInternational Journal of Climate Change Strategies and Management2026#Carbon PricingDOI
Climate stress, energy shocks and carbon-market connectedness in the European emissions trading system
Zecheng Li, Siti Hafizah Ab Hamid, Qingsong Hou +3
This study examines state-dependent connectedness across climate, energy uncertainty and carbon returns around the EU ETS (2011–2024). Average connectedness is modest, with allowances mainly receiving shocks, but spillovers intensify in tai…
Peer-reviewed🇪🇺 EuropeJournalJournal of the Operational Research Society2026#Carbon PricingDOI
Decarbonisation under cap-and-trade: an integrated network Data Envelopment Analysis model with a second-scoring auction mechanism
Elnaz Azadi, Ali Emrouznejad, Xun Zhou
This study proposes an integrated network Data Envelopment Analysis model combined with a second-scoring auction mechanism to evaluate decarbonisation under cap-and-trade systems. It links emissions-trading design with firm-level efficiency…
ReportEmissions Trading Institutional Design Decision Making and Corporate Strategies2008#Carbon PricingDOI
Emissions trading: Institutional design, decision making and corporate strategies
Antes R.
A work examining emissions trading systems (ETS) across institutional design, policy decision-making, and corporate strategy. It addresses how design choices—caps, allowance allocation, price-stability mechanisms—shape firm compliance behav…
Peer-reviewedJournalFinance Research Letters2025#Carbon PricingDOI
Is Investor Anxiety Attributable to Carbon Emissions Trading and Inflation?
Hung S.W.
An empirical study examining whether carbon emissions trading and inflation drive investor anxiety. Without an abstract, details are unclear, but it sits adjacent to GX finance by linking carbon-pricing signals to market sentiment and asset…
🇨🇳 ChinaJournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon PricingDOI
Feature Quality Adaptive Attention Transformer: A Transformer-Based Model for Multi-Horizon EU ETS Carbon-Price Forecasting
Guo Rui
Proposes FQA-ATT, a Transformer with a feature-quality gate (mutual information + random forest importance) and quality-adaptive attention for 5/10/21-day EU ETS carbon price forecasting. A leakage-controlled protocol yields the lowest vali…
PreprintPsychology Archives2026#Carbon PricingDOI
Carbon tax impact estimation in 15 countries
Jessica F. van Veen, Ulf J.J. Hahnel
This is a pre-registration for a study estimating carbon tax impacts across 15 countries, specifying hypotheses, measured variables, and a data analysis plan. It outlines the framework for a cross-country empirical assessment of carbon taxa…
🌍 GlobalDatasetMendeley Data2026#Carbon PricingDOI
Interindustry Carbon Dependence and Differentiated Carbon Taxation: Data and Replication Code
Ick Jin
This replication package provides harmonized input-output data, industry GHG emissions, and Python code for a study on differentiated carbon taxation across Korea, France, Italy, the Netherlands, and Canada. It compares Direct, Network, and…