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-reviewedCNJournalCarbon Management2020#Carbon PricingDOI
Features and prospect of China’s national GHG emissions trading scheme
Niizawa H.
This paper analyzes the features and prospects of China's national emissions trading scheme (ETS). It reviews the scheme's design, coverage, and implementation, and discusses future challenges and development potential, highlighting the rol…
🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon PricingDOI
Carbon pricing is the cornerstone of European climate policy, yet its evaluation remains trapped in an average-effects paradigm. The most comprehensive meta-analysis to date, covering 80 ex-post evaluations across 21 carbon pricing schemes, establishes that carbon pricing reduces emissions by 5% to 21% in the first years of operation, but also documents that heterogeneity in outcomes is driven by policy design and context rather than by price levels or instrument type (Döbbeling-Hildebrandt e...
Djamel Lekbir
This paper proposes an Estimation-to-Compensation framework using causal machine learning (double/debiased ML, causal forests) to estimate installation-level heterogeneous treatment effects of the EU ETS and derive targeted compensation pol…
Peer-reviewedCNJournalCogent Economics & Finance2026#Carbon PricingDOI
Decarbonization technology competitiveness and provincial energy demand shifts in China’s carbon-intensive industries under carbon border adjustment mechanism
Fuhao Di, Hengsong Zhao
This study analyzes the impact of the Carbon Border Adjustment Mechanism (CBAM) on China's carbon-intensive industries, evaluating provincial energy demand shifts and competitiveness of decarbonization technologies. It highlights the need f…
Peer-reviewed🇪🇺 EuropeJournalWiley Interdisciplinary Reviews Climate Change2014#Carbon PricingDOI
The effects and side-effects of the EU emissions trading scheme
Laing T.
This paper empirically analyzes the effects and side-effects of the EU Emissions Trading System (EU ETS). It examines the impact of carbon pricing on emission reductions and potential side-effects such as competitiveness and carbon leakage,…
Peer-reviewedCNJournalEnergy and Climate Change2026#Carbon PricingDOI
Coordinating carbon trading and green certificates for low-carbon cross-regional electricity transmission: Evidence from Inner Mongolia, China
Xin Zhang, Boyi Li, Richao Cong +2
This empirical study examines how coordinating carbon trading and green certificates affects low-carbon cross-regional electricity transmission, using Inner Mongolia, China as a case. It quantitatively evaluates policy coordination effects,…
Peer-reviewed🇨🇳 ChinaJournalHumanities and Social Sciences Communications2026#Carbon PricingDOI
Impact of carbon market trading prices on corporate green innovation
Yaoxiaoxue hong, Heng Xu, Chang Yu
This study examines how carbon market prices affect corporate market competition and green innovation in China's high-carbon industries. Using a game-theoretic model and A-share listed company data from 2013-2021, it finds that rising carbo…
🌍 GlobalDatasetZenodo2026#Carbon PricingDOI
Replication package: Fiscal Capacity, Not Climate Exposure: Decomposing Global Fossil-Fuel Underpricing and Its Equity Burden
Uke, Obinna Dominic, Gorelkina, Olga, Ben Amar, Amine
This replication package reproduces all figures, tables, and estimates from the paper decomposing global fossil-fuel underpricing into fiscal capacity and climate exposure components, using country-year panels for 174 IMF-covered economies …
Peer-reviewed🇪🇺 EuropeJournalApplied Energy2021#Carbon PricingDOI
The effect of price-based demand response on carbon emissions in European electricity markets: The importance of adequate carbon prices
Fleschutz M.
This paper analyzes the impact of price-based demand response (DR) on carbon emissions in European electricity markets, showing that the level of carbon prices determines the emission reduction effect of DR. Without adequate carbon prices, …
🇪🇺 EuropeReportResearch Handbook on Eu Environmental Law2020#Carbon PricingDOI
EU Emissions Trading – Its Regulatory Evolution and the Role of the Court
Weishaar S.E.
This paper traces the regulatory evolution of the EU Emissions Trading System (EU ETS) and analyzes the role of courts in its development. It focuses on institutional changes and legal challenges, shedding light on the legal underpinnings o…
🇪🇺 EuropeReportEmissions Trading for Climate Policy US and European Perspectives2005#Carbon PricingDOI
Legal aspects of the European emissions trading scheme
Rodi M.
This paper analyzes the legal framework of the EU Emissions Trading System (EU ETS), highlighting legal challenges and operational issues. It provides key insights for understanding the legal foundations of carbon markets.
Peer-reviewed🌍 GlobalJournalCarbon Management2015#Carbon PricingDOI
Energy and carbon prices: A comparison of interactions in the European Union emissions trading scheme and the Western climate initiative market
Sousa R.
This paper empirically compares the dynamic interactions between carbon prices and energy prices (electricity, natural gas, etc.) in the EU ETS and the Western Climate Initiative (WCI) market in California. It reveals how differences in mar…
Peer-reviewedCNJournalEnvironmental and Planning Law Journal2013#Carbon Pricing
Design elements of emissions trading regulation in China's pilot programs: Regulatory challenges and prospects
Zhang H.
This paper analyzes the design elements of China's emissions trading system (ETS) pilot programs, discussing regulatory challenges and future prospects. It examines institutional features and offers implications for the national ETS.
Peer-reviewed🇨🇳 ChinaJournalInternational Journal of Production Economics2026#Carbon PricingDOI
Behavior-based pricing of low-carbon products via data-driven pricing under cap-and-trade and subsidies
Kanying Liu, Wei Li
This paper analyzes behavior-based pricing of low-carbon products using data-driven pricing under cap-and-trade and subsidies. It reveals the interaction between firm pricing strategies and policy effects, offering insights for designing pr…
Peer-reviewed🇨🇳 ChinaJournalEnergy Economics2026#Carbon PricingDOI
Self-reliance of supply chain actors under carbon policy: The role of carbon credits
Yang Bai, Ziqi Wang
This paper examines how supply chain actors achieve self-reliance under carbon policies, focusing on the role of carbon credits. It analyzes how firms balance regulatory compliance and operational continuity by leveraging carbon credits.
🌍 GlobalJournalMacquarie University2026#Carbon PricingDOI
Estimating Integrity Premiums within Voluntary Carbon Markets
Frank Howard
This paper develops a framework to estimate the market price of environmental integrity for carbon credits in voluntary carbon markets (VCMs). Extending the theory of storage, it analyzes quality premiums for credits deliverable into the CM…
Peer-reviewed🌍 GlobalJournalJournal on Political Sciences & International Relations2026#Carbon PricingDOI
Beyond the Brussels Carbon Order: Rebalancing Global CarbonPolitics, Trade Justice, and the Right to Development
Loso Judijanto
This qualitative review examines how EU climate instruments (ETS, CBAM, EUDR) affect developing economies, highlighting regressive cost burdens and non-tariff barriers. Using palm oil as a case, it shows how traceability rules can exclude s…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Carbon PricingDOI
How Does the Carbon Emission Trading Scheme Reshape Corporate Green Innovation? Evidence from China’s Pilot Policy
Yinglun Zhu, Xuan Zhou, Ziying Yang +1
This study evaluates the impact of China's carbon emission trading scheme (CETS) pilot policy on corporate green innovation using staggered DID and a panel of Chinese A-share listed firms (2008-2023). The policy significantly increases gree…
Preprint🌍 GlobalResearch Square2026#Carbon PricingDOI
Does Carbon Pricing Displace Crypto-Mining Emissions? Quantile Evidence on Carbon Leakage from EU27, Russian and Rest-of-World Power Grids
Toan PN, Hieu LTT, Nguyen NVT
This paper tests whether carbon pricing causes carbon leakage using crypto-mining, an electricity-intensive and footloose industry. Quantile regressions on daily data (2019-2026) show that in Russia, the interaction of Bitcoin returns and E…
🌍 GlobalDatasetZenodo2026#Carbon PricingDOI
Replication data and code for "Carbon Pricing and Per-Capita Greenhouse Gas Emissions in OECD Countries: Evidence from a Fixed-Effects Panel"
Marques Alves Aguiar, Gabriela
This replication package provides data and code for a fixed-effects panel analysis of OECD countries (2015-2023), examining whether stronger carbon-pricing signals are associated with lower per-capita GHG emissions. It offers reproducible e…
Peer-reviewed🌍 GlobalJournalEnergy & Environment2026#Carbon PricingDOI
Investigating the effects of carbon tax and emissions trading on greenhouse gas emissions reduction: Evidence from a global analysis
Bao-Linh Tran, Yun-Ju Huang, Wei-Chun Tseng +1
Using panel data from 74 countries (2010-2022), this study compares the emission reduction effects of carbon tax (CT) and emissions trading (ETS). When using coverage-adjusted carbon prices, both are equally effective, but with nominal pric…