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🇪🇺 EuropeJournalJournal of Industrial Ecology2026#BiodiversityDOI
Unravelling biodiversity impacts of consumption: a production layer decomposition analysis for the Netherlands
H. Wilting, Daan In 't Veld, Alexandra Marques +1
This study applies production layer decomposition to biodiversity footprints for the first time, quantifying Dutch consumption's global biodiversity loss in Mean Species Abundance terms. Of 16 million MSA-loss·ha·yr in 2015, 59% originated …
Peer-reviewed🇨🇳 ChinaJournalEnergies2026#CCUSDOI
Exploring the Sustainability of Direct Air Capture Technologies: An Integrated Analysis from Energy, Emergy and Environmental Perspectives
Chuwan Xu, Jiahui Yan, Junyao Wang +7
The study builds a unified thermodynamic model for solid (S-DAC) and liquid (L-DAC) direct air capture, combining LCA and emergy analysis into a Sustainability Composite Index (SCI). S-DAC scores higher (0.823) than L-DAC (0.759), with trad…
Peer-reviewed🇨🇳 ChinaJournalInternational Review of Economics & Finance2026#Energy TransitionDOI
Geopolitical risk and the spatial convergence of renewable energy consumption: Evidence from 1996 to 2026
Liu He, 邹佰峰, Xing Chiang
Using a balanced 1996–2026 panel, the study finds σ-, γ-, and spatial β-convergence in renewable energy consumption. Higher geopolitical risk is significantly associated with slower conditional spatial β-convergence (LnGPR = 0.014, p < 0.05…
Peer-reviewed🇨🇳 ChinaJournalSustainable Development2026#Energy TransitionDOI
Advancing Sustainable Development in OECD Countries: Carbon Emission Efficiency, Growth–Emission Decoupling, and Digital–Structural Transformation
Xiaoli Yang, Rongrong Li, Qiang Wang
Using the IGT decoupling model and a three-stage DEA (Super-EBM, GML index) across 35 OECD countries (1995–2023), the study finds a shift from relative to absolute decoupling and improving low-carbon transition performance. Population scale…
Peer-reviewed🇨🇳 ChinaJournalSustainable Futures2026#ESGDOI
Greening the grid: the interplay of renewable energy, efficiency, and CSR governance in unlocking the path to de-carbonization
Abdul Nafay Sajid, Zahra Batool, George Nyantakyi
Using a 2015–2024 panel of 6,650 EU non-financial firm-years, this study finds renewable energy use significantly lowers carbon-emission intensity. Energy intensity mediates the effect, and CSR committees strengthen it. Effects are stronger…
Peer-reviewed🇨🇳 ChinaJournalEmerging Markets Finance and Trade2026#Energy TransitionDOI
From Clicks to Sustainable Development: The Role of Platform Economy in Energy Transition
Wenqi Zhao, Mengfan He
Exploiting staggered entry of food-delivery and ride-hailing platforms across 280 Chinese cities (2008–2023), this study finds platform entry raises the urban energy transition index by about 3%, with larger gains in current energy-system p…
Peer-reviewed🇨🇳 ChinaJournalCarbon Balance and Management2026#AI × ESGDOI
AI and promote carbon reduction: exploring an optimal deep learning model to predict CO2 emissions under technological innovations and green finance
Rabia Akram, Hafiz Muhammad Naveed, Muhammad Usman Anwer +4
Using quarterly-decomposed data (ICEEMDAN) for 15 RCEP economies (2000–2024), the study benchmarks 15 neural/deep-learning models to predict CO2 emissions; an RBF network performed best (MAE 0.028, RMSE 0.040). SHAP analysis shows patents a…
Peer-reviewed🇨🇳 ChinaJournalScientific Reports2026#Climate ScienceDOI
Diverse coupling between climate change, socio-economic factors and climate potential productivity in Africa
Mo Bi
Using the Thornthwaite Memorial model with trend, correlation, and econometric analyses, this study examines spatiotemporal patterns and drivers of climate potential productivity (CPP) across Africa. CPP declined over 1901–2019 and is highl…
Peer-reviewed🇨🇳 ChinaJournalSmart and Sustainable Built Environment2026#Energy EfficiencyDOI
Artificial intelligence–assisted integration of phase change material-embedded clay bricks for net-zero modular construction
Masood Karamoozian, Hong Zhang, Aminreza Karamoozian +1
An AI-assisted framework integrates PCM-embedded clay bricks into modular walls for net-zero buildings. A PINN surrogate plus genetic algorithm re-optimizes PCM melting point, loading and placement per climate zone, evaluated via EnergyPlus…
🌍 GlobalJournalAsian Journal of Economics Business and Accounting2026#Disclosure InfrastructureDOI
Sustainability Reporting Practices in Developing Countries: A Critical Narrative Review of Determinants, Regulation, Credibility and Global Standardisation
Md. Shahriya Mannan, Sharmin Akter, Md. Kamrul Hassan Tuhin +1
This critical narrative review examines corporate sustainability reporting in developing and emerging economies, assessing determinants, regulatory effects, credibility, and the impact of global baseline standards. Firm size, industry sensi…
Peer-reviewed🌍 GlobalJournalIIARD INTERNATIONAL JOURNAL OF ECONOMICS AND BUSINESS MANAGEMENT2026#ESGDOI
Effect of Social Sustainability Reporting on Listed Industrial Goods Firms’ Economic Value Added in Nigeria
Jovita Nkechinyere Ezeji
Using 117 firm-year observations from 9 Nigerian listed industrial goods firms (2012-2024), this study tests the effect of social sustainability reporting (SSR) on economic value added (EVA) via panel random-effects regression. SSR shows a …
Peer-reviewedJournalIndonesian Journal of Innovation Multidisipliner Research2026#ESGDOI
Pengaruh Sustainability Report, Intellectual Capital, dan Keputusan Investasi Terhadap Nilai Perusahaan
Andin Dewi Nisaulah Azizah, Delvita Sari, Muhammad Hatta Mawardi +1
Using 85 observations from 17 Indonesian food & beverage listed firms (2021–2025), this study regresses firm value (PBV) on sustainability report disclosure (SRDI), intellectual capital (VAIC), and investment decisions (asset growth). Susta…
Peer-reviewedJournalManagement Theory and Studies for Rural Business and Infrastructure Development2026#Disclosure InfrastructureDOI
NARRATIVE REPORTING FOR SUSTAINABLE DEVELOPMENT OF CIVIL SOCIETY: ENHANCING TRANSPARENCY, ACCOUNTABILITY AND PUBLIC TRUST
Nataliia Pozniakovska, Bondar Mykola, Olena Tsiatkovska +3
This study positions narrative reporting as an independent accountability concept and builds a framework for civil society organizations. Combining bibliometric analysis of 380 Dimensions-indexed publications, a review of the IFR4NPO/INPAS …
Peer-reviewed🇪🇺 EuropeJournalAnnals of Operations Research2026#AI × ESGDOI
The conditional value relevance of ESG and innovation disclosures: a multi-method analysis of European firms combining panel econometrics and machine learning
Andreas Errikos Delegkos, Evangelia Arsenou, Dionisis Cavouras +2
Using Ohlson's framework, this study combines panel econometrics with Random Forest to assess value relevance of ESG and innovation disclosures in European non-financial firms. Social-governance and environmental innovation show no linear l…
Preprint🌍 GlobalOSF Preprints (OSF Preprints)2026#ESG
ESG Disclosure and Financial Performance: A Comparative Case Study of Sustainable Investing Signals in Rio Tinto and Anglo American
TUSHAR K
A comparative case study of Rio Tinto and Anglo American examining how ESG disclosure relates to sustainable-investing signals and financial performance. It explores the channels through which sustainability disclosure is reflected in firm …
Peer-reviewed🌍 GlobalJournalAccounting and Financial Control2026#ESGDOI
Does competitive advantage strengthen the value relevance of ESG disclosure?
Thi Hanh Dung Truong, Dung Tan Huynh, Đặng Anh Tuấn
Using panel data of 726 ASEAN listed firms (2,801 observations, 2015-2023) and two-step System GMM, this study examines how competitive advantage moderates the ESG disclosure-firm value link. ESG disclosure positively affects all value prox…
Peer-reviewed🌍 GlobalJournalProceeding of The International Seminar on Business Economics Social Science and Technology (ISBEST)2026#Disclosure InfrastructureDOI
SUSTAINABILITY ASSURANCE AND STAKEHOLDER TRUST: A NEW PARADIGM IN CORPORATE REPORTING
Muhammad Aryuda Silfa
This qualitative literature review examines how sustainability assurance strengthens stakeholder trust and corporate reporting quality. Independent assurance reduces information asymmetry by improving perceived reliability, completeness, an…
Peer-reviewed🌍 GlobalJournalEnvironments2026#Carbon AccountingDOI
Quantification of Carbon, Water, and Energy Footprints Associated with Refined Cane Sugar Production in Mexico Through Life Cycle Assessment
Mario Rafael Giraldi-Díaz, Lorena De Medina-Salas, Eduardo Castillo-González +1
A cradle-to-gate LCA (ISO 14040/14044) quantified carbon, water, and energy footprints for refined cane sugar in a high-productivity region of southeastern Mexico. Per 100 g of sugar: 41.7 g CO2-eq, 267.59 L freshwater, and 2.82 MJ. Pre-har…
Peer-reviewed🇯🇵 JapanJournalJammu Kashmir Journal of Agriculture2026#Carbon AccountingDOI
Agricultural Carbon Footprint of The Hazara University Research Farm, Mansehra, Pakistan: An Activity-Based Assessment of Greenhouse Gas Emissions
Mahnoor Alam, Syeda Zubia Naqvi, Ghulam Mujtaba +1
An activity-based GHG assessment of a 4-acre university research farm in Mansehra, Pakistan, using IPCC emission factors. Total footprint was 1.275 t CO2eq/yr, dominated by grid electricity in the mushroom house, then nitrogen fertilizer fo…
🇪🇺 EuropeJournalDigital Repository (Polytechnic University of Cartagena)2026#Carbon Accounting
Carbon footprint determination of a mining quarry for aggregate exploitation of the section c located at Los Talaveras, Fuente Álamo, Murcia
Abdelmoughit el Yazid Thaoui
This study calculates the organisational carbon footprint of Las Talaveras Quarry (Murcia, Spain) for 2024, following the GHG Protocol and ISO 14064-1 for Scope 1 and 2 emissions. Total emissions reached 246.024 tCO2eq, with mobile machiner…