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.
🇪🇺 Europe📚 Peer-reviewed · JournalKorean Accounting Information Association2026#Carbon PricingDOI
Greenhouse Gas Reduction and Emissions Trading under the ETS : Evidence from the Cost of Equity Capital
Jong-Dae Kwon, E. Kim
This study examines whether greenhouse gas (GHG) emission reductions and emissions trading outcomes under an Emissions Trading Scheme (ETS) are associated with the cost of equity capital. Using a sample of ETS firms from 2015-2020, it finds…
📚 Peer-reviewed · JournalSocial Science Research Network2026#Carbon PricingDOI
Carbon Credit Trading and India's Green Transition
Saurav Kumar, T. Ghosh, S. Banerjee
This study analyzes the macroeconomic dynamics of India's intensity-based Carbon Credit Trading Scheme (CCTS) using an Environmental DSGE model. Distinguishing between thermal and green electricity, it finds that the scheme promotes green e…
CN📚 Peer-reviewed · JournalSustainable Development2026#Carbon PricingDOI
Carbon Trading Mechanisms and Government Investment Policies Impact Sustainable Economic Growth and a Green Environment
Fang Hu, Yubo Li, Thomas Li‐Ping Tang
This paper uses a DSGE model to analyze the interplay of carbon trading mechanisms and government investment policies on carbon emissions and economic growth in China. It finds that independent carbon markets lead to higher emission increas…
CN📚 Peer-reviewed · JournalInternational Journal of Energy Research2026#Carbon PricingDOI
Differential Electricity Pricing and Load Management Strategies for Virtual Power Plant Considering the Synergistic Effect of Green Certificate Trading and Carbon Trading
Xiaoou Liu
This paper proposes a virtual power plant (VPP) framework with electric heat pump, carbon capture, and shared storage to overcome CHP heat-power coupling in northern China. A leader-follower game optimizes differential pricing considering g…
📚 Peer-reviewed · JournalJournal of Superintelligence2026#Carbon PricingDOI
Multi-Energy Collaborative Pricing Mechanism of Virtual Power Plants Under Carbon Trading Regulation
Ru Wang, Junxiang Li, Ziyin Yang
This paper proposes a multi-energy collaborative pricing mechanism for virtual power plants (VPPs) under carbon trading regulation. It uses a bi-level optimization model to simultaneously maximize user utility and minimize supplier costs, c…
📚 Peer-reviewed · JournalIET Renewable Power Generation2026#Carbon PricingDOI
A Bi‐Level Optimization Model for Carbon Reduction in Multi‐Echelon Power Equipment Supply Chains Under Carbon Quota and Trading
Wei Xu, Lu Zhang, Grace Kouassi
This paper proposes a bi-level optimization framework for coordinating carbon abatement across the multi-echelon power equipment supply chain under carbon quota and trading policies. The upper model minimizes lifecycle emissions, while the …
CN📚 Peer-reviewed · JournalSustainability2026#Carbon PricingDOI
Carbon Trading Price and the Quantity and Quality of Green Technological Innovation: A Sustainability Perspective
Chenqian Pan, Chaolin He
Using data from Chinese listed companies in carbon pilot regions (2013-2024), this study examines how carbon trading prices affect the quantity and quality of corporate green technological innovation. A two-way fixed effects model shows tha…
📚 Peer-reviewed · JournalJournal of Organizational and End User Computing2026#Carbon PricingDOI
Carbon Credit Market Pricing in a Big Data Financial Environment
Luping Yu, Yongshan Zhang, Zihao Wang +2
This paper proposes a Bayesian Deep Reinforcement Learning framework for carbon credit pricing that combines probabilistic modeling, uncertainty propagation, and constraint-based reinforcement learning. Experiments across five datasets show…
CN📚 Peer-reviewed · JournalJournal of Energy Resources Technology, Part A: Sustainable and Renewable Energy2026#Carbon PricingDOI
Two-Stage Robust Optimization for Integrated Energy Systems with Bidirectional Demand Response and Tiered Carbon Trading
Xiaohua Song, Tong Liu, Tianyu Wu +1
This paper develops a two-stage robust optimization method for park-level integrated energy systems with tiered carbon trading and bidirectional demand response. Case studies show 50.40% carbon emission reduction and 150 kW peak-valley diff…
CN📚 Peer-reviewed · JournalFrontiers in Environmental Science2026#Carbon PricingDOI
Market-based instruments, technological innovation, and enterprise air pollution: evidence from China’s carbon emissions trading system
Mengxue Ji, Mingsong Sun, S. Deng
This study examines whether China's carbon emissions trading system (CETS) reduces firms' air pollutant emissions. Using firm-level panel data from 1998-2014 and a staggered difference-in-differences design, the authors find that CETS reduc…
CN📚 Peer-reviewed · JournalSAGE Open2026#Carbon PricingDOI
The PM
2.5
-Related and O
3
-Related Health Co-Benefits of Emission Trading Scheme: A Case Study in China
Shuyang Chen
This paper quantifies the health co-benefits of China's Emissions Trading Scheme (ETS) from reduced PM2.5 and O3 pollution using a Computable General Equilibrium model from 2025 to 2060. It finds that both pollutants negatively impact labor…
📚 Peer-reviewed · JournalInternational Journal of Energy Studies2026#Carbon PricingDOI
The impact of carbon pricing on energy costs and energy security in Türkiye
Süleyman Atılgan, M. Alım, R. Çöteli
This paper analyzes the impact of carbon pricing (carbon tax and emissions trading) on energy costs and security in Türkiye. Using the Levelized Unit Cost of Energy (LCOE) method under different carbon price scenarios, it finds that higher …
CN📚 Peer-reviewed · JournalInternational Journal of Environmental Protection and Policy2026#Carbon PricingDOI
Research on the Impact of Carbon Emission Trading Policy on Carbon Emissions: An Empirical Examination Based on 284 Prefecture-level Cities in China
Hao Li, Yuxiao Lei, Nuo Li +2
This study uses China's pilot ETS as a quasi-natural experiment. Using panel data of 284 Chinese cities from 2003-2017 and a multi-period DID approach, it finds that the ETS effectively reduces total carbon emissions and carbon intensity th…
CN📚 Peer-reviewed · JournalAdvances in Economics, Management and Political Sciences2026#Carbon PricingDOI
The Impact of China's Carbon Emissions Trading Market on Manufacturing Firms' ESG Performance
Yan Zhang
Using a multi-period DID model on Chinese A-share listed firms (2009-2022), this study finds that participation in China's carbon emissions trading scheme significantly improves firms' ESG performance, partially mediated by digital transfor…
📚 Peer-reviewed · JournalEconomies2026#Carbon PricingDOI
Policy Instruments Against Climate Change: A Panel Data Analysis of Carbon Taxation and Emissions Trading in OECD Countries
Nergis Feride Kaplan Donmez
This study examines the effects of carbon taxes and emissions trading systems (ETS) on CO2 emissions in OECD countries from 2002 to 2023 using panel data analysis. Both instruments are found effective in reducing emissions in the long run b…
🇪🇺 Europe📚 Peer-reviewed · JournalEconomic Change and Restructuring2026#Carbon PricingDOI
The impact of the emissions trading system on foreign carbon embedded in domestic final demand: evidence from the Eurozone
Chien‐Chiang Lee, G. Olasehinde-Williams
This paper examines the impact of the EU Emissions Trading System (ETS) on the carbon content of imported goods embedded in domestic final demand within the Eurozone. It provides evidence on carbon leakage and the effectiveness of emissions…
🇪🇺 Europe📚 Peer-reviewed · JournalSustainable Development2026#Carbon PricingDOI
Spillover Effects of
EU
Climate Policy on Global Financial Systems: Evidence From the Emissions Trading Scheme
Xinyang Wei, Liangyu Chen, Yikun Lan +2
This paper analyzes spillover effects of the EU ETS on global equity markets from 2013 to 2021. Using contagion analysis and DCC-GARCH, it finds a positive association between EU carbon allowance prices and stock market performance worldwid…
CN📚 Peer-reviewed · JournaliScience2026#Carbon PricingDOI
Dual CO2 mitigations with diminishing margins: Evidence from China’s intensity-based national emissions trading scheme
Chen Lyu, Ke Wang, Bofeng Cai +1
Using a balanced panel of 1,957 thermal power units from 2018 to 2024, this study estimates the causal impacts of compliance pressure under China's national emissions trading scheme (CN ETS) on CO2 emissions. Units with allowance deficits r…
📚 Peer-reviewed · JournalApplied Economics Letters2026#Carbon PricingDOI
The impact of the carbon emissions trading scheme on corporate debt maturity structure: evidence from double machine learning
Xiaoqin Lu, Tianfen Yu, Yuanjun Huang +1
This study uses double machine learning to examine the impact of carbon emissions trading schemes (ETS) on corporate debt maturity structure. It finds that ETS may increase firms' reliance on short-term debt, highlighting how climate policy…
CN📚 Peer-reviewed · JournalSustainability2026#Carbon PricingDOI
China’s Carbon Emissions Trading Scheme Improved the Land Surface Ecological Quality
Diwei Zheng, Daxin Dong
This study evaluates the impact of China's carbon emissions trading scheme (ETS) on land surface ecological quality (LSEQ) using a difference-in-differences approach on 328 Chinese cities from 2005-2020. The ETS improved LSEQ by 0.0113 on a…