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-reviewed · JournalClimate Policy2026#Carbon PricingDOI
Equitable transitions in ageing societies: how fairness perceptions transform carbon tax resistance
Yuhao Ba, Joelle Fong, Yiyun Xia
This study examines how fairness perceptions influence resistance to carbon taxes in ageing societies. It analyzes factors affecting policy acceptance from a just transition perspective, suggesting that perceived fairness among elderly popu…
2026#Carbon PricingDOI
A Strategic Approach for Gulf Cooperation Council Countries Toward International Carbon Markets Under Article 6
Mari Luomi, Axel Michaelowa
This paper provides the first analysis of how Gulf Cooperation Council (GCC) countries can engage in Article 6 carbon markets, using internationally transferred mitigation outcomes (ITMOs) to manage residual emissions and support hard-to-ab…
🇨🇳 China📚 Peer-reviewed · JournalBuildings2026#Carbon PricingDOI
How Carbon Price Shocks Reshape Built-Environment Supply Formation: Evidence from Construction Activity in China
Yanjie Ou, Luqi Wang, Fengyi Zheng +1
This study examines how carbon price shocks affect construction activity in China using monthly data from January 2014 to October 2025. Applying additive Bayesian networks and time-varying SVAR, it finds that carbon price shocks mainly depr…
🌍 Global📚 Peer-reviewed · JournalShodhKosh Journal of Visual and Performing Arts2026#Carbon PricingDOI
NAVIGATING INDIA’S CARBON CREDIT TRADING SCHEME: A SYSTEMATIC REVIEW OF IMPLEMENTATION CHALLENGES AND EMERGING OPPORTUNITIES
Hrishikesh Upadhyaya, Moirangthem Momocha Singh
This systematic review analyzes the implementation challenges and opportunities of India's Carbon Credit Trading Scheme (CCTS). Key challenges include regulatory uncertainty, inadequate market structure, MRV errors, and industry unpreparedn…
🌍 Global📚 Peer-reviewed · JournalJournal of Forecasting2026#Carbon PricingDOI
Forecasting and Pricing in the Carbon Credits Market
Yiyang Chen, Rogemar Mamon, Fabio Spagnolo +2
This paper analyzes EUA spot-price dynamics using four stochastic processes and their hidden Markov model extensions. Regime switching enhances jump-diffusion accuracy, improving multi-horizon forecasting, density calibration, and hedging p…
📚 Peer-reviewed · JournalClimate Policy2019#Carbon PricingDOI
Perceived fairness and public acceptability of carbon pricing: a review of the literature
Maestre-Andrés S.
This review synthesizes literature on the perceived fairness and public acceptability of carbon pricing. It identifies key factors influencing acceptance, including distributional effects, procedural justice, and institutional trust.
🇨🇳 China📚 Peer-reviewed · JournalMathematics2026#Carbon PricingDOI
A Novel Dual-Path Interactive Attention Network for Multivariate Carbon Price Time Series Forecasting
Lei Qiu, Jiao Peng
This paper proposes a novel Dual-Path Interactive Attention Network (DPIANet) for carbon price forecasting. It addresses limitations of traditional decomposition-ensemble models by jointly capturing temporal and inter-feature dependencies a…
📚 Peer-reviewed · JournalEnergy Economics2025#Carbon PricingDOI
Evaluating hypothetical carbon pricing for Saudi Arabia using a macroeconometric modeling framework
Hasanov F.J.
This study evaluates hypothetical carbon pricing in Saudi Arabia using a macroeconometric model. It analyzes impacts on economic growth and emissions reduction, offering insights for policy design.
📚 Peer-reviewed · JournalApplied Economics2025#Carbon PricingDOI
Downside risk: the dark side of carbon emission trading?
Liu X.
This paper likely highlights the potential risks and negative aspects of carbon emission trading, discussing pitfalls in market design and unintended consequences.
📚 Peer-reviewed · JournalEconomics of Innovation and New Technology2026#Carbon PricingDOI
The role of carbon emission trading system in driving firm-level innovation and cross-region pollution
Shen L.
This paper empirically analyzes the impact of carbon emission trading systems on firm-level innovation and cross-region pollution. It suggests that while ETS promotes technological innovation, it may also lead to pollution shifting across r…
CN📚 Peer-reviewed · JournalStructural Change and Economic Dynamics2025#Carbon PricingDOI
The impact of China's carbon emissions trading system on energy justice
Zhang Y.J.
This paper analyzes the impact of China's carbon emissions trading system (ETS) on energy justice, evaluating how carbon pricing affects low-income groups and energy access, highlighting the importance of equity in policy design.
📚 Peer-reviewed · JournalRenewable and Sustainable Energy Reviews2025#Carbon PricingDOI
How can a carbon tax be designed to benefit the poor? An investigation for Ethiopia
Timilsina G.R.
This paper investigates how a carbon tax can be designed to benefit the poor, using Ethiopia as a case study. It examines redistribution mechanisms and compensatory measures to ensure equitable climate policy.
📚 Peer-reviewed · JournalInternational Journal of Energy Technology and Policy2026#Carbon PricingDOI
Carbon neutrality: evaluating the impact of carbon emissions trading policy on green energy and environmental economic efficiency
Li Y.
This study evaluates the impact of carbon emissions trading policy on green energy and environmental economic efficiency, assessing its role in achieving carbon neutrality.
CN📚 Peer-reviewed · JournalRenewable and Sustainable Energy Reviews2026#Carbon PricingDOI
China's emissions trading system and green performance: Based on the agent-based stock-flow consistent model
Liu P.
This study analyzes the impact of China's emissions trading system (ETS) on corporate green performance using an agent-based stock-flow consistent model. Through simulation, it examines how ETS design parameters affect emission reductions a…
📚 Peer-reviewed · JournalJournal of Energy in Southern Africa2011#Carbon PricingDOI
Emissions trading as a policy option for greenhouse gas mitigation in South Africa
Tyler E.
This paper examines emissions trading (ETS) as a policy option for greenhouse gas mitigation in South Africa. It analyzes the design and implementation challenges, assessing the effectiveness and efficiency in the South African context.
📚 Peer-reviewed · ConferenceIet Conference Proceedings2026#Carbon PricingDOI
Optimal Responses to Two Carbon Pricing Policies: Carbon Tax and Emission Intensity Regulation
Ding W.
This paper theoretically analyzes optimal firm responses to two carbon pricing policies: carbon tax and emission intensity regulation. It compares the economic and environmental impacts, revealing differences in firm behavior and policy eff…
🇪🇺 Europe📚 Peer-reviewed · JournalTransportation Research Part A Policy and Practice2022#Carbon PricingDOI
Synthetic control methods for policy analysis: Evaluating the effect of the European Emission Trading System on aviation supply
Kang Y.
This paper applies synthetic control methods to estimate the causal effect of the European Emission Trading System (EU ETS) on aviation supply. The findings indicate a significant reduction in aviation supply after the policy's introduction…
📚 Peer-reviewed · JournalJournal of Cleaner Production2026#Carbon PricingDOI
Expanding carbon pricing boundaries and the EU CBAM: insights into China and India
Rocchi P.
This paper analyzes the expansion of carbon pricing mechanisms and the EU Carbon Border Adjustment Mechanism (CBAM), focusing on implications for China and India, including trade and policy responses.
🌍 Global📚 Peer-reviewed · JournalCarbon Footprints2026#Carbon PricingDOI
A vulnerability-based approach for smallholder-led forest conservation
João Chaib, Christianne Corsini, Michael Davies +6
This study pilots a vulnerability-based avoided deforestation methodology for smallholder-led forest conservation in a Brazilian quilombo territory. Using a dynamic baseline and livelihood vulnerability indexes, it estimates annual creditab…
🇪🇺 EuropePreprintResearch Square2026#Carbon PricingDOI
ETS Price Signal in the Power Sector: Evidence on Decarbonisation and Policy Overlap
Di Foggia G, Beccarello M, Jammeh B
This paper examines whether the EU ETS carbon price directly drove renewable energy deployment in the European power sector from 2013-2024. Using panel econometrics, a survey of 180 firms across six EU countries, and hourly market data from…