GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open 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-reviewedCNJournalEmerging Markets Finance and Trade2022#Carbon PricingDOI
The Carbon Emissions Trading Scheme and Corporate Environmental Investments: A Quasi-natural Experiment from China
Chen L.
This study examines the causal effect of China's carbon emissions trading scheme (ETS) on corporate environmental investments using a quasi-natural experiment. By comparing firm-level data before and after policy implementation, it assesses…
Peer-reviewed🇪🇺 EuropeJournalResource and Energy Economics2024#Carbon PricingDOI
The distributional effects of CO2 pricing at home and at the border on German income groups
Hübler M.
This paper analyzes the distributional effects of domestic carbon pricing and border carbon adjustments on different income groups in Germany. It provides insights for policy design to mitigate regressive impacts, contributing to social acc…
Peer-reviewed🌍 GlobalJournalInternational Journal of Innovative Science and Research Technology (IJISRT)2026#Carbon PricingDOI
Effects of Carbon Border Adjustment Mechanisms on Emissions, Industrial Competitiveness and Carbon-Capture Investment in Developing and Emerging Economies
Chikezie Bethel Uchechukwu
This study analyzes the impact of the EU CBAM on developing and emerging economies using an integrated trade-carbon-cost framework. It quantifies competitiveness losses and CCS investment thresholds across key industries, highlighting the n…
CNDatasetZenodo (CERN European Organization for Nuclear Research)2026#Carbon PricingDOI
Replication Data for: Carbon Trading, Energy Structure Connectivity, and Green Total Factor Energy Efficiency
Yang Muyuan
This dataset supports a study analyzing the impact of China's carbon trading policy (ETS) on green total factor energy efficiency (GTFEE) using a dynamic spatial Durbin model. It includes panel data for 30 Chinese provinces (2005-2022) and …
🇪🇺 EuropeJournalFigshare2026#Carbon PricingDOI
Carbon price levels and installation-level verified emissions in the EU ETS
Mel Vermaas
This dataset and do-file support an MSc thesis analyzing the relationship between carbon prices and verified emissions using a panel of 1,869 EU ETS manufacturing installations (2013-2024). Log-log fixed effects models estimate the emission…
Peer-reviewed🌍 GlobalJournalInternational Environmental Agreements Politics Law and Economics2025#Carbon PricingDOI
Impact of carbon border adjustment mechanism (CBAM) on steel decarbonization in India: a multi-stakeholder perspective on ambition vs. equity
Kasturi Das, Kaushik Ranjan Bandyopadhyay
This paper analyzes the impact of the EU's CBAM on India's steel decarbonization from a multi-stakeholder perspective, focusing on ambition vs. equity. It examines competitive effects on Indian steel exports and the potential to spur decarb…
Peer-reviewed🇨🇳 ChinaJournalHighlights in Business Economics and Management2025#Carbon PricingDOI
The Influence of Carbon Emissions Trading Pilot Policies on Supply Chain Risks. -- A Quasi-Natural Experiment Based on A-Share Listed Companies
Yueqi Cui
This study analyzes the impact of carbon emissions trading pilot policies on corporate supply chain risk using A-share listed company data from 2008 to 2021. The results show that the pilot policies significantly reduce supply chain risks, …
Preprint🇨🇳 China2024#Carbon Pricing
Research on Legal Safeguards for Carbon Market Integration in the Guangdong-Hong Kong-Macao Greater Bay Area
Zhang Yedong, Yedong Zhang
This paper examines legal safeguards for carbon market integration in the Guangdong-Hong Kong-Macao Greater Bay Area, focusing on legislation, enforcement, and judiciary. It emphasizes cooperation under 'One Country, Two Systems' to achieve…
Peer-reviewedCNJournalEnergy Economics2019#Carbon PricingDOI
What will China's carbon emission trading market affect with only electricity sector involvement? A CGE based study
Lin B.
This study uses a computable general equilibrium (CGE) model to analyze the economic impacts of China's emissions trading scheme (ETS) when only the power sector is included. It quantifies spillover effects on other sectors and the macroeco…
Peer-reviewed🇪🇺 EuropeJournalEuropean Environmental Law Review2006#Carbon PricingDOI
An evaluation of the European Union's emissions trading scheme in practice
Kelly G.H.
This paper evaluates the practical implementation of the EU Emissions Trading System (EU ETS), analyzing its effectiveness and challenges. It provides empirical insights into carbon pricing policy efficacy and offers implications for the de…
Peer-reviewed🇪🇺 EuropeJournalLegal Issues of Economic Integration2013#Carbon PricingDOI
EU innovation policy: Lessons learned from the inclusion of aviation in the EU emissions trading scheme
Lykotrafiti A.
This paper draws lessons from the inclusion of aviation in the EU Emissions Trading System (EU ETS) from an innovation policy perspective. It analyzes the impact of carbon pricing on technological innovation and emission reductions, offerin…
Peer-reviewed🇪🇺 EuropeJournalEuropean Environmental Law Review2002#Carbon PricingDOI
European emissions trading - The business perspective
Pocklington D.
This paper analyzes the EU Emissions Trading System (EU ETS) from a business perspective, examining how carbon pricing affects corporate strategy and competitiveness. It discusses how the design and operation of the scheme influence firm be…
🇪🇺 EuropeJournalEC Tax Review2020#Carbon PricingDOI
Energy Taxes and Emissions Trading on the Bumpy Road to a Climate Neutral EU
Kogels H.
This paper analyzes the role and challenges of energy taxes and emissions trading (ETS) as policy instruments for achieving climate neutrality in the EU. It focuses on carbon pricing design and coherence between instruments, offering policy…
Peer-reviewed🇪🇺 EuropeJournalEuropean Environmental Law Review2007#Carbon PricingDOI
Including aviation into the European Union's Emissions Trading Scheme
Schwarze G.
This paper analyzes the policy design and impacts of including aviation in the EU ETS, examining emission reduction effectiveness and competitiveness concerns, and highlighting design challenges.
Peer-reviewedCNJournalE3S Web of Conferences2026#Carbon PricingDOI
Energy and Environment Impact of Carbon Credit on Emission Reduction in China
Zirui Lin
Using a quasi-natural experiment of China's carbon trading pilots and panel data from 30 provinces (2005-2021), this study applies a DID model to assess policy impact on carbon intensity. It finds synergistic reductions in SO2 and PM2.5 but…
Preprint🌍 GlobalCrossref2026#Carbon PricingDOI
Carbon Border Adjustment Mechanism and Asian Manufacturing Exporters: Trade Costs, Mitigation, and Supply-Chain Spillovers in India, China, and Japan
Sameeksha Patil
This paper quantifies the impact of the EU's Carbon Border Adjustment Mechanism (CBAM) on steel, aluminium, and cement exports from India, China, and Japan using carbon cost accounting, gravity modeling, scenario analysis, and input-output …
Peer-reviewed🌍 GlobalJournalJournal of Economic Development Innovation and Policy2026#Carbon PricingDOI
Adaptive Green Subsidy Design Under Carbon Border Adjustments—A Stochastic Stackelberg Differential Game with Bayesian Learning About Foreign Compliance Standards, with Application to Indian Manufacturing Exports
Janardan Behera
This paper analyzes how a government in an exporting economy should design green subsidies when facing the EU's Carbon Border Adjustment Mechanism (CBAM). Using a stochastic Stackelberg differential game with Bayesian learning about the for…
Peer-reviewedCNJournalScience of the Total Environment2023#Carbon PricingDOI
How does carbon emissions trading scheme affect steel enterprises' pollution control performance? A quasi natural experiment from China
He M.
This study empirically examines the impact of China's carbon emissions trading scheme (ETS) on steel enterprises' pollution control performance using a quasi-natural experiment. It provides evidence on whether ETS adoption promotes corporat…
Peer-reviewed🇪🇺 EuropeJournalNature Communications2026#Carbon PricingDOI
EU-ETS emergency reserve price curbs coal use and shields consumers during natural gas price shocks
Antonio M. Bento, Nicolas Koch, Zissis E. Marmarelis
This paper empirically analyzes how natural gas price spikes undermine climate policy by raising electricity prices, inducing coal switching, and prompting policy interventions. Using hourly data from 13 EU countries around the Russia-Ukrai…
Peer-reviewed🌍 GlobalJournalEnergy Nexus2026#Carbon PricingDOI
Reforming the European Union’s Carbon Border Adjustment Mechanism: Stakeholder perspectives from India, Indonesia, and Vietnam
Do T.N.
This paper examines the reform of the EU's Carbon Border Adjustment Mechanism (CBAM) from the perspectives of stakeholders in India, Indonesia, and Vietnam. It organizes concerns and expectations from developing countries and offers policy …