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.
PreprintHumanities and Social Sciences Letters2025#Carbon PricingDOI
The impact of dynamic capabilities on competitive advantage in Vietnamese steel exporting enterprises under the carbon border adjustment mechanism
Hong Ngoc Tran, Mai Thuy Tien Pham
This study examines how the EU's Carbon Border Adjustment Mechanism (CBAM) affects Vietnamese steel exporters. It finds that dynamic capabilities, especially technological and green innovation, are crucial for maintaining competitive advant…
CNPreprintSustainability2025#Carbon PricingDOI
The Impact of Digital Economy on the Cost of Carbon Emission Reduction—A Theoretical and Empirical Study Based on a Carbon Market Framework
Yuguo Ji, Xinsheng Pang, Yu Yang
This study develops a carbon-market-consistent framework to show how digitalization reduces carbon abatement costs. Using panel data from 30 Chinese provinces (2011-2022), it finds an inverted-U effect of digital economy on abatement costs,…
🇺🇸 USAPreprintResearch Square2026#Carbon PricingDOI
Carbon Prices and Cooking Fires: How Decarbonization Pathway Design Shapes Household Energy Burdens
Mel George, Leon Clarke, Jihoon Min +4
This study examines how decarbonization pathway design affects household energy burdens, particularly cooking fuel costs. It highlights the risk of carbon pricing disproportionately burdening low-income households and emphasizes the need fo…
🇪🇺 Europe📚 Peer-reviewed · JournalArXiv.org2026#Carbon Pricing
Using Budgets to Reduce Application Emissions
Leo Wilhelm Lierse, Mahyar Tourchi Moghaddam, Sebastian Werner
This paper proposes using emissions budgets instead of fixed emission rates for software applications. By allowing unused allowances to be banked during low-carbon periods and spent during high-carbon periods, the approach improves task ful…
DatasetZenodo (CERN European Organization for Nuclear Research)2026#Carbon PricingDOI
Reconstructing Additionality in Renewable Electricity Carbon Credits
Xuwei Zhu, Jihong Zhang
This paper reconstructs the concept of additionality in renewable electricity carbon credits. It critiques traditional additionality tests and proposes a new framework to improve the credibility of carbon offset markets. The findings are cr…
🇨🇳 ChinaPreprint2026#Carbon Pricing
Carbon Emission Trading, Supply Chain Linkage Shocks, and Corporate Quality Enhancement and Efficiency Improvement
Zhang Ying, Zhou Xiaoyu, Zhou Xiaoyu
Under China's 'dual carbon' goals, this paper examines how carbon emission trading network shocks along supply chains affect corporate total factor productivity (TFP). Both upstream and downstream shocks significantly enhance TFP, with mech…
CNPreprintResearch Square2026#Carbon PricingDOI
Measurement, Typology, and Multi-Scenario Forecasting of Urban Marginal Abatement Costs
Jing ye Lyu, ren di song, Xiu Feng Fan
This study develops a framework for measuring and classifying urban marginal abatement costs (MAC), and provides multi-scenario forecasts to inform cost-effective emission reduction policies. It contributes to climate mitigation planning.
CNTraffic Engineering and Transportation System2026#Carbon PricingDOI
Multiobjective optimization of vehicle multimodal transport paths considering carbon emissions: a hybrid genetic-tabu search approach
Fuyang Zhao
This study develops a multi-objective optimization model for multimodal transport routes considering carbon emissions and costs, using a hybrid genetic-tabu search algorithm. A case study in the Yangtze River Basin compares carbon trading a…
PLoS ONE2026#Carbon PricingDOI
A game-theoretic analysis of production and coordination under combined carbon policies
Ao Qiao, Siyu Zeng, Jianing Wang
This study uses a Stackelberg game model to analyze coordination between a manufacturer and retailer under combined carbon policies including cap-and-trade and low-carbon subsidies. It models production details with queuing theory to captur…
CN📚 Peer-reviewed · JournalCarbon Balance and Management2026#Carbon PricingDOI
Analysis of the effects and mechanisms of carbon emission trading policies on the risk-taking behavior of high-carbon enterprises
Jiali Tian, Zhipeng Wu, Jinwei WANG +3
This study analyzes the impact of China's carbon emissions trading scheme on risk-taking behavior of high-carbon enterprises using a difference-in-differences approach with panel data from 2008-2024. The policy significantly reduces risk-ta…
🇺🇸 USA📚 Peer-reviewed · Journalnpj Climate Action2026#Carbon PricingDOI
Carbon market development in Africa: Ethiopia as a model
Bezaye Tessema, Caroline A. Masiello, Kenneth B. Medlock +1
This paper analyzes institutional frameworks for carbon market development in Africa, using Ethiopia as a model. In Ethiopia's government-owned land system, leveraging government engagement in protected areas for carbon credit contracts is …
CN📚 Peer-reviewed · JournalSustainability2026#Carbon PricingDOI
Manufacturers’ Trade-in Channel Selection in a Closed-Loop Supply Chain Under Carbon Cap-And-Trade and Carbon Tax Policies
Hongchun Wang, Haiyue Yin, Caifeng Lin
This study analyzes trade-in channel selection in a closed-loop supply chain under a hybrid carbon policy combining cap-and-trade and carbon tax. Using game-theoretic models for three manufacturer-led channels (M-CX, R-CX, T-CX), it finds t…
CN📚 Peer-reviewed · JournalCarbon Balance and Management2026#Carbon PricingDOI
Do carbon policy shocks move stocks? evidence from China’s carbon market
Jiachao Peng, Yuxin Zeng, Shuke Fu +1
This paper examines how carbon policy shocks from China's national ETS affect stock returns. Using daily data for over 1,600 listed firms from July 2021 to December 2025, it finds that carbon price changes on policy release days have a sign…
🇺🇸 USA📚 Peer-reviewed · JournalFrontiers in Sustainability2026#Carbon PricingDOI
Carbon credits as a mechanism for municipal climate finance: evaluating the practice of double claiming mitigation outcomes
Brandon McNamara, D. N. Huntzinger, Richard Rushforth +1
This paper examines the potential for municipalities to use the voluntary carbon market (VCM) for climate finance. It debates the practice of double claiming mitigation outcomes when carbon credit project developers and claimants are differ…
🇺🇸 USA📚 Peer-reviewed · JournalEnvironmental Management2026#Carbon PricingDOI
Ranchers’ Preferences for Grazing Programs in the Voluntary Carbon Market: Insights from a Discrete Choice Experiment in the Great Plains and Front Range, USA
Nicole M. Nimlos, Christopher Bastian, John Derek Scasta
This first-of-its-kind study analyzes ranchers' preferences for grazing programs in the voluntary carbon market, surveying 506 ranchers across ten US states. Most ranchers opted out; those willing to participate preferred shorter contracts,…
📚 Peer-reviewed · JournalDiscover Sustainability2026#Carbon PricingDOI
Balancing equity and sustainability in South Africa’s carbon tax policy
Saajidah Adam, Tasneem Gathoo
This study conducts a SWOT analysis of South Africa's carbon tax policy (implemented in 2019). It finds the policy contributes to emission reductions and renewable energy investment but lacks transparency and protection for low-income house…
🇪🇺 Europe📚 Peer-reviewed · JournalTourism Economics2026#Carbon PricingDOI
Energy transition shocks and tourism resilience in Spain: A quantile connectedness analysis (2019–2024)
Orlando Joaqui-Barandica, Jesús Heredia-Carroza, Sebastián López-Estrada +1
This study analyzes the dynamic interdependence between tourism activity, energy transition variables, and macroeconomic uncertainty in Spain from 2019 to 2024. Using a Quantile Connectedness Approach based on a QVAR model, it captures asym…
CN📚 Peer-reviewed · JournalMathematics2026#Carbon PricingDOI
Risk Measurement of Chinese Carbon Emissions Trading Market Based on DCS-Type Models
Aijun Yang, Tian Lan, Chunying Zhou +1
This study uses VaR and ES to measure price risk in Hubei's carbon emissions trading market, developing DCS-type models with skewed Student-t distribution. Empirical analysis on daily HBEA spot prices from April 2014 to December 2024 shows …
CN📚 Peer-reviewed · Journal2026#Carbon PricingDOI
Carbon trading and energy management method for multi-microgrids with integrated energy systems
Yuzi Jiang, Wei Cui, Zhenan Xu +6
This paper proposes a carbon trading and energy management approach for multi-microgrids with integrated energy systems. It introduces a collaborative framework with a carbon trading mechanism and solves a cross-regional dispatch model usin…
📚 Peer-reviewed · JournalSustainability2026#Carbon PricingDOI
Three-Echelon Sustainable Supply Chain for Deteriorating Items with Imperfect Quality Considering Inspection Scenarios and Carbon Emission Policies
Jui‐Jung Liao, Hari M. Srivastava, Shy-Der Lin
This paper models a three-echelon sustainable supply chain for deteriorating items with imperfect quality, balancing economic efficiency and environmental responsibility. It considers carbon emissions from production, warehousing, and trans…