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-reviewedJournalPRAGMATIS2026#Carbon AccountingDOI
Pengaruh Carbon Emission Disclosure Terhadap Nilai Perusahaan Dengan Good Corporate Governance Sebagai Variabel Moderasi (Studi pada Perusahaan Sektor Basic Materials yang Terdaftar di BEI Periode 2022–2025)
Achmad Dimas Wibawa, Baldric Siregar, Miswanto +1
Using 64 Basic Materials firms (256 observations) on the Indonesia Stock Exchange 2022–2025, this study tests whether carbon emission disclosure (CED) affects firm value (Tobin's Q) and whether governance (independent commissioner ratio) mo…
Peer-reviewedJournalPakistan Journal of Criminal Justice2026#Carbon PricingDOI
The WTO Compatibility of the EU Carbon Border Adjustment Mechanism (CBAM): Implications for Pakistan
Muhammad Bilal
This paper assesses the EU CBAM (Regulation 2023/956) against WTO law—GATT MFN/NT, Article XX exceptions, and the SCM Agreement—arguing it is provisionally justifiable under Art. XX(b)/(g) but tensions persist from residual free ETS allowan…
Discover Environment2026#Carbon PricingDOI
Dynamic connectedness between oil, European gas and EU carbon allowance prices
Robin Kunju Mol Raj, Marek Vochozka, Yelyzaveta Shebalkova
Using a TVP-VAR model, this study examines shock transmission among Brent crude, TTF gas, and EU ETS allowance prices during the 2022 energy crisis. Overall connectedness is weak (~10% of forecast-error variance), and the apparent decline a…
Peer-reviewedJournalPaperASIA2026#Supply ChainDOI
Mapping the knowledge landscape and future research of sustainable supply chains, circular economy, and net-zero transitions
A. Lateh, M. Razalli, N. Osman
A bibliometric analysis of 253 Scopus documents (2015–Sept 2025) using VOSviewer and Biblioshiny. Supply chain management, circular economy, and decarbonisation dominate; the Journal of Cleaner Production and the UK lead in output. Four the…
Peer-reviewedCNJournalAdvances in Economics, Management and Political Sciences2026#Scope 3DOI
Supply Chain Design and Optimization Strategies under Carbon Tariffs
Jing-Wei Liang
Framing CBAM as a shift from cost to green competition, the paper builds a Scope 1/2/3 supply-chain framework and compares Apple and BYD across four strategy dimensions. CBAM imposes heavy compliance costs but also opens strategic opportuni…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Energy TransitionDOI
End-of-Life Recycling of New Energy Equipment: Challenges, Policy Frameworks, and Circular Economy Pathways—A Case Study of Henan Province, China
Qianqian Xue, Shuoshuo Zhao, Changyu Zhou +1
This study combines material flow analysis, LCA, and policy text analysis to compare end-of-life management of EV batteries, PV modules, and wind blades across China, the EU, and Japan. Global 'new trio' waste is projected to exceed 16.7 Mt…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Environmental Science2026#Carbon PricingDOI
Spillover effect between oil prices, climate risks, and carbon prices in China: dynamic effects and key drivers
Shanshan Zuo, Jianhong Yang
Using China's Guangdong pilot carbon market, this study applies TVP-VAR and frequency-domain spillover analysis to decomposed oil price shocks, physical/transition climate-risk indices, and carbon prices. Short-term spillovers far exceed lo…
Peer-reviewed🇨🇳 ChinaJournalnpj Clean Energy2026#Energy TransitionDOI
COVID-19 impact on households’ energy poverty and clean energy transition in China
Qinglong Shao, Yong Xie, Guikun Yin +3
Using China Family Panel Studies data (2014–2022), this study examines COVID-19's impact on household energy poverty and clean energy transition. The pandemic disrupted rising electricity usage and worsened energy inequality, with rural hou…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#AI × ESGDOI
Artificial Intelligence in Climate Policy Governance: Evidence Boundaries, Sustainability Risks and Institutional Safeguards
魏通
A structured critical review of 121 sources on AI in climate policy, tracing why information production rarely translates into policy action and outcomes. Validation is task-specific across emissions monitoring, targeting, carbon markets an…
Peer-reviewed🇨🇳 ChinaJournalEnergy Reports2026#Energy TransitionDOI
Carbon emission and system flexibility in integrated energy systems: Optimal scheduling via a Q-learning-based particle swarm optimization
You Wu, Tianhe Sun, Baoshi Wang +2
This study builds an optimal scheduling model for integrated energy systems (IES) that jointly incorporates system flexibility and carbon emission constraints, minimizing economic cost. A Q-learning-enhanced particle swarm optimization (QPS…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Environmental Science2026#Energy TransitionDOI
Fluctuation in China’s liquefied natural gas import prices and risk transmission mechanism: an empirical study from the perspective of the eco-environment-oriented development model
Yufang Wang, Hao Hu, Weifan Zhang +1
Using monthly data (Sep 2021–Sep 2024), this study builds a three-dimensional VAR model linking international oil prices, geopolitical risk (GPR), and environmental policy to China's LNG import price fluctuations under an Eco-environment-or…
Peer-reviewed🇨🇳 ChinaJournalZenodo (CERN European Organization for Nuclear Research)2026#Climate ScienceDOI
Demand-Side Greenhouse Gas Emission Mitigation in Agri-food Systems in Low- and Middle-Income Countries: A Protocol for Evidence and Gap Map of Sustainable Dietary Shifts, Food Loss and Waste Reduction, and Food-Mileage Interventions
Kevin Ouma Ojiambo, Shalu Jain, Liping Guo +4
A protocol for an evidence and gap map of demand-side GHG mitigation interventions in LMIC agri-food systems, covering sustainable dietary shifts, food loss and waste reduction, and food-mileage measures. It highlights that existing synthes…
🇪🇺 EuropeJournalSpringer eBooks2026#AI × ESGDOI
Why You Should Not (Yet) Use ChatGPT for Evaluating Annual Reports: Evidence from Sustainability Evaluations
A. Oehler, Charlotte Neuss, Matthias Horn
This study tests whether ChatGPT can reliably evaluate sustainability disclosures in annual reports. It finds that LLM-based evaluations still carry reliability and reproducibility problems, cautioning against uncritical use in practice. Hu…
Peer-reviewedJournalInternational Journal of Accounting and Business Finance2026#Disclosure InfrastructureDOI
Mapping the Intellectual Structure and Emerging Trends in Sustainability Reporting: A Bibliometric Analysis
Tharsika Krishnasamy
A bibliometric analysis of sustainability reporting research using Scopus data and VOSviewer, mapping citation patterns, publication trends, and keyword co-occurrence. It finds sharp growth in publications since 2019, dominant outlets in Jo…
Peer-reviewed🇨🇳 ChinaJournalEducation insights.2026#GreenwashingDOI
Research on S-Dimension ESG Disclosure of White Goods Enterprises from the Perspective of Social Responsibility Decoupling: Multi-case Evidence from Midea, Haier Smart Home and Gree Electric
邢惠然, Zeyu Zhang
A multi-case study of three leading Chinese white-goods firms (Midea, Haier Smart Home, Gree) comparing S-dimension ESG disclosure against actual operations. It identifies five forms of 'S-dimension washing'—selective disclosure, vague lang…
Peer-reviewedJournalSystems2026#AI × ESGDOI
Substantive Supply Chain ESG Disclosure and Green Management Innovation: A Systems Governance Perspective from Chinese Listed Firms
Xinning Song, Yarong Liu, Guanjie Cao +1
Using DeepSeek LLM to classify sentence-level supply chain ESG statements in Chinese A-share firms' ESG reports (2016–2024) as substantive vs. rhetorical, the study builds a substantive disclosure (SSD) index. SSD is positively associated w…
Peer-reviewedJournalRiset Akuntansi dan Bisnis Indonesia2026#ESGDOI
Financial Performance and Firm Value: The Moderating Role of ESG Disclosure in Indonesian Mining Firms
Marianus Wilibrodus Unggi, Sarlin Paleina Nawa Pau, Yemima Eka Christi Windya
Using 45 firm-year observations from nine Indonesian mining firms (2021–2025), this study tests whether ROA affects firm value (Tobin's Q) and whether ESG disclosure moderates that relationship. ESG disclosure is scored via content analysis…
Peer-reviewed🇨🇳 ChinaJournalSpanish Journal of Finance and Accounting / Revista Española de Financiación y Contabilidad2026#Disclosure InfrastructureDOI
Sustainability assurance and short-term debt for long-term investment: empirical evidence from Chinese listed companies
Xin Zhang, Xiangdong Sun, Sifan Gao +1
An empirical study of Chinese listed companies examining how obtaining sustainability assurance affects short-term-debt financing of long-term investment (maturity mismatch). It tests whether third-party assurance improves information credi…
JournalAdvances in computational intelligence and robotics book series2026#AI × ESGDOI
Green Bytes and Accountable Futures: A Digital Sustainability Integration Model for AI-Enabled Reporting and Forensic Assurance
Samriti Mahajan
This paper proposes a Digital Sustainability Integration Model (DSIM) linking green-by-design digital infrastructure, AI-enabled sustainability reporting, forensic assurance, and inclusive governance. It argues digitalization cannot be judg…
Peer-reviewed🇪🇺 EuropeJournalAgriEngineering2026#Energy EfficiencyDOI
Restricted Blend Feeding in Growing-Finishing Pigs: Effects on Productive Performance, Nitrogen Balance, Feed Cost and Feed-Related Carbon Footprint
Gema Montalvo, Paloma Garcia-Rebollar, Carlos Piñeiro +2
A 520-pig trial compared restricted blend feeding (R-BF), with weekly-adjusted diets differing in protein and lysine, against conventional three-phase feeding. R-BF cut nitrogen intake, excretion and blood urea nitrogen, and the low-protein…
