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-reviewed🇨🇳 ChinaJournalSustainable Production and Consumption2026#Energy TransitionDOI
Mapping China's terbium cycle reveals a persistent supply-demand imbalance under the energy transition
Yuxuan Wu, Qihan Zhang, Shen Zhao +3
A material-flow analysis of China's terbium (heavy rare earth) cycle. It finds a persistent supply-demand imbalance as energy-transition demand grows faster than supply, highlighting procurement risk for clean technologies such as EVs and w…
Peer-reviewed🇪🇺 EuropeJournalSustainability2026#Disclosure InfrastructureDOI
Connectivity: A New “Portemanteau” Concept in Corporate Reporting? A Preliminary Literature Review on Linkages Between Financial and Sustainability Information
Michele A. Rea
A critical narrative review mapping the concept of "connectivity" between financial and sustainability reporting, drawing on 115 publications and key IIRC, EFRAG and IFRS/ISSB documents. Connectivity is shown to be a multidimensional "porte…
Peer-reviewed🌍 GlobalJournalBusiness Strategy and the Environment2026#Disclosure InfrastructureDOI
The Trade‐Off Between Sustainability Reporting Quality and Corporate Investment Activity: Does Political Stability Matter?
Daniel Aghanya, Ved Dilip Beloskar, Nikhil Sapre +1
Using 3,647 firms from G7 and BRICS, this study examines how sustainability reporting quality (SRQ) affects corporate investment intensity and inefficiency, moderated by political stability. Higher SRQ reduces overall investment and worsens…
Peer-reviewed🌍 GlobalJournalCorporate Governance2026#ESGDOI
Does corporate governance moderate the relationship between intellectual capital and sustainability reporting in G20 countries?
Yamina Chouaibi, Wassim Ben Ali, Tijani Amara
Using panel data on 427 international firms from G20 countries (2018-2024), this study examines how intellectual capital components (human, structural, relational) affect sustainability reporting (SR) quality and how corporate governance mo…
Peer-reviewedJournalFigshare2026#ESGDOI
Sustainable banking research in focus: a bibliometric analysis of institutional pressures and organizational readiness for green lending and sustainability reporting in Sub-Saharan Africa
Adama Fatty, Gugus Irianto, Eko Ganis Sukoharsono +1
A PRISMA-based bibliometric analysis of 1,890 Scopus documents (2000–2026) maps sustainable banking research using VOSviewer and Biblioshiny. It finds 17.69% compound annual growth driven by coercive and normative pressures, yet Sub-Saharan…
Peer-reviewed🇪🇺 EuropeJournalCorporate Social Responsibility and Environmental Management2026#Disclosure InfrastructureDOI
Stakeholder Divergence in Sustainability Materiality Assessments: Evidence From a European Corporate Group Under the Corporate Sustainability Reporting Directive
Agnieszka Szulc‐Obłoza, Dominik Śliwicki, Monika Pietkiewicz +2
This study compares 15 stakeholder groups' ESG perceptions with management's financial materiality assessment in a European corporate group under CSRD. Intergroup differences appeared for selected environmental and social issues, while gove…
Peer-reviewed🇪🇺 EuropeJournalManagement Decision2026#Disclosure InfrastructureDOI
Sailing through crises: sustainability reporting in the cruise industry
Silvia Solimene, Nathalie Colasanti, Carmela Gulluscio +1
This study examines how corporate legitimacy drives impression management in post-crisis sustainability reporting. Using longitudinal qualitative content analysis of Carnival Corporation's reports after the Costa Concordia disaster (2012–20…
Peer-reviewed🇪🇺 EuropeJournalCorporate Social Responsibility and Environmental Management2026#Disclosure InfrastructureDOI
Sustainability Reporting in the Digital Era: Digitalization, Corporate Disclosure, and Emerging Research Trends
Valentina Minutiello, Baschieri Luca, Patrizia Tettamanzi
A bibliometric and structured literature review of 148 peer-reviewed articles maps how digitalization reshapes sustainability reporting. It identifies six interrelated clusters and shows digitalization's dual role: boosting transparency, ef…
Peer-reviewedJournalJAMBURA Jurnal Ilmiah Manajemen dan Bisnis2026#ESGDOI
ANALISIS ESG DISCLOSURE TERHADAP KEPERCAYAAN INVESTOR PADA SEKTOR ENERGI DI BURSA EFEK INDONESIA TAHUN 2019–2024
Grahana Mega Silfia, Nanu Hasanuh
This qualitative literature review examines how ESG disclosure affects investor trust in Indonesia's energy sector (2019–2024). It finds ESG disclosure improves transparency, reduces information asymmetry, strengthens legitimacy, and signal…
Peer-reviewed🌍 GlobalJournalInternational Journal of Financial Accounting and Management2026#ESGDOI
Do ESG Disclosure, Eco-Efficiency, and Green Innovation Enhance Firm Value Evidence from Indonesia’s Energy Sector
Siska Siska, Lintang Nur Agia, Evan Triputra
Using PVECM on 96 firm-year observations from 32 Indonesian energy firms (2021-2023), the study finds ESG disclosure significantly raises firm value in the long term, strengthened by firm size. Eco-efficiency and green innovation show negat…
Peer-reviewed🇨🇳 ChinaJournalInternational Journal of Finance & Economics2026#ESGDOI
Short‐Selling and ESG Rating Divergence: The Collaborative Governance Effect of Information Disclosure
Qingjun Zhang, Ke Du, Wenhao Cai
Using A-share listed firms (2009-2021) and a staggered DID design, this paper finds that short-selling significantly mitigates ESG rating divergence among third-party agencies. Short-selling reshapes firms' information environment via stron…
Peer-reviewed🇯🇵 JapanJournalInternational Journal of Disclosure and Governance2026#ESGDOI
Does boardroom diversity improve ESG disclosures? Moderating role of ESG-skilled corporate boards in India
Parth Sharma, S.V.D. Nageswara Rao
An empirical study examining how boardroom diversity affects the quality of ESG disclosure among Indian firms. It explores whether ESG-skilled directors moderate the diversity–disclosure relationship, linking corporate governance to sustain…
Peer-reviewedJournalInternational Journal of Hydrogen Energy2026#HydrogenDOI
Analysis and evaluation of hydrogen and hydrogen-based fuel projects and their potential alignment with the IMO decarbonization strategy in the maritime sector
Hamid Chetaoui, Karima Attariuas, Aziz El Janati El Idrissi +2
This study analyzes hydrogen and hydrogen-based fuel projects in the maritime sector and evaluates their alignment with the IMO decarbonization strategy. It examines the feasibility of shipping fuel transition and related policy requirement…
JournalIOP Conference Series Materials Science and Engineering2026#Energy TransitionDOI
Navigating Towards Zero Emissions: Decarbonization Pathways in Maritime Transport
Andrei Răzvan TUDOR, Bogdan Mihai VÂRLAN, C Faităr
Maritime transport carries ~80% of global trade but is a major CO2 emitter. This qualitative review examines alternative fuels (LNG, methanol, ammonia, hydrogen), efficiency measures, and international regulation, concluding no single solut…
Peer-reviewed🇪🇺 EuropeJournalBritish Food Journal2026#Carbon AccountingDOI
Carbon footprint awareness and sustainable food choices: an empirical analysis of willingness to pay and restaurant preferences among Italian consumers
Vincenza Vota, Patrizia Gazzola, Daniele Grechi
Using a 2024 survey of 1,067 Italian consumers, this study econometrically analyzes willingness to pay (WTP) for low-carbon restaurant dishes. Environmental relevance, familiarity with the carbon footprint concept, and perceived label infor…
Peer-reviewedJournalCleaner and Responsible Consumption2026#Energy TransitionDOI
Unlocking Sustainable Lifestyles: The Potential of Serious Games in Reducing Household Carbon Footprints
Lynn Wagner, Melanie Speck
This paper explores serious games as a tool to reduce household carbon footprints. It examines how gamification can drive consumer behavior change toward lower-carbon lifestyles. Without an abstract, methods and results remain unclear, but …
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Environmental Science2026#Carbon AccountingDOI
Spatiotemporal evolution and influencing factors of the agricultural carbon footprint in the yellow river basin
Dan Zhou, Yifei Pan
Using LCA and a Spatial Durbin Model on 20 years of panel data from 55 cities, this study analyzes the spatiotemporal patterns and drivers of the agricultural carbon footprint (ACF) in China's Yellow River Basin. ACF follows a rise-then-dec…
Peer-reviewed🇪🇺 EuropeJournalSpatial Economic Analysis2026#Carbon PricingDOI
Political environment and the uneven geography of carbon inequality in the EU
Özge Kozal, Çağla Bucak, Daniel Balsalobre‐Lorente
This paper examines how carbon inequality is geographically distributed across the EU and how that uneven geography relates to differing political environments. It suggests that the distributional burden of emissions and climate policy acce…
Peer-reviewedCNJournalApplied Artificial Intelligence Research2026#PolicyDOI
Can Public Health Policies Drive Carbon Reduction? — Forecasting China's Carbon Emissions and Attribution of Policy Contributions Based on SHAP-BiLSTM
Haoyu Cheng, Yuanfang Du
This study proposes a SHAP-BiLSTM approach to forecast China's daily carbon emissions (2,466 observations, Jan 2019–Sep 2025) and quantify policy contributions. BiLSTM outperformed comparison models, showing that excessive algorithmic stack…
Peer-reviewedJournal2026#Climate ScienceDOI
A Macro Time Series Model of the Carbon Cycle
John L Perkins
This paper formulates the carbon cycle as a macro-level time series model, statistically capturing carbon flows among atmosphere, ocean, and land. It offers a foundational framework for emissions-pathway and climate-policy analysis, though …