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.
🇯🇵 JapanJournal2026#AI × ESGDOI
The Impact of Artificial Intelligence on Financial and Sustainability Reporting Quality: A PLS-SEM Approach Using SmartPLS
Sajead Mowafaq Alshdaifat
Using PLS-SEM in SmartPLS on survey data from accounting, finance, sustainability and governance professionals in Jordanian medium and large firms, this chapter shows that Artificial Intelligence Capability (AIC) significantly improves both…
Peer-reviewedJournalSmart and Sustainable Built Environment2026#OtherDOI
Barriers and reported adoption of sustainable construction materials: a structural model in an emerging construction economy
Mumini Damilola Osuolale, Juliana Felkner
Using PLS-SEM on survey data from Nigeria's AEC sector, this study examines how established barrier constructs relate to self-reported adoption of sustainable construction materials. Only regulatory complexity and performance uncertainty wa…
Peer-reviewed🌍 GlobalJournalIIARD INTERNATIONAL JOURNAL OF ECONOMICS AND BUSINESS MANAGEMENT2026#ESGDOI
Sustainability Reporting and Firm Performance: Evidence from Nigeria’s Listed Oil and Gas Sector
Zanna Hamajalo
This study analyzes how sustainability reporting affects firm performance (ROA) in 10 listed Nigerian oil and gas firms over 2014–2023 using panel regression. Environmental, social, and governance disclosures show a weak positive relationsh…
Peer-reviewed🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Preliminary Circularity & Sustainable by design report
Idener (Spain), KRAFTBLOCK, Phase Change Material Products (United Kingdom)
A preliminary report assessing lifecycle impacts of CSP with thermal energy storage, from resource extraction through end-of-life. It applies the EU Safe and Sustainable by Design (SSbD) framework combined with Circular Economy strategies, …
Peer-reviewedJournalUmsida Repository (Universitas Muhammadiyah Sidoarjo)2026#Disclosure Infrastructure
Corporate Disclosure of Sustainability Reports and Its Impact on Financial Performance: An Analytical Study in Light of International Standards
Diana Neamah Abdulrazzaq
A questionnaire survey of 409 employees in private Iraqi firms finds that corporate sustainability-report disclosure aligned with international standards positively affects financial performance, with no significant differences by responden…
Peer-reviewedJournalJURNAL RISET RUMPUN ILMU EKONOMI2026#ESGDOI
Pengaruh ESG Disclosure dan Likuiditas terhadap Nilai Perusahaan pada Perusahaan Manufaktur yang Terdaftar di BEI
Vivi Kirana Effendi, Iis Nurasiah, Risma Desiyani
This study examines how ESG disclosure and liquidity affect firm value among manufacturing firms listed on the Indonesia Stock Exchange (2020-2025) using a random effects model. ESG disclosure shows a positive, significant effect on firm va…
Peer-reviewed🌍 GlobalJournalArtefactum2026#ESGDOI
BROKEN DAMS AND OPEN FINANCIAL STATEMENTS: THE BRUMADINHO MATERIALITY SHOCK AND THE EVOLUTION OF ESG DISCLOSURE AT VALE S.A. AND CSN MINERAÇÃO
Allice Eduarda Paixão Costa, Raimundo Lima Filho, José Alberto Gonçalves De Moura +1
This study analyzes how the 2019 Brumadinho dam collapse reshaped socio-environmental disclosure and accounting recognition at Brazil's two largest mining firms. Before the disaster, sustainability narratives were largely symbolic and decou…
JournalAfrican Journal of Economics and Sustainable Development2026#ESGDOI
Transparency, ESG Governance, and Emerging Risk Disclosure in Financial Institutions: A Systematic Literature Review and Future Research Agenda
Michael Ofosu Antwi
A PRISMA 2020 systematic review of 2013–2025 literature shows board effectiveness, audit oversight, ERM, and internal controls drive more credible, decision-useful disclosure. Disclosure expectations have expanded from financial risks to ES…
Peer-reviewedJournalETIKONOMI2026#ESGDOI
Do Firms Benefit More from Eco-Innovation than ESG Disclosure?
Yuli Soesetio, Linda Shine Sekar Ningrum
This study distinguishes the financial effects of substantive environmental action (eco-innovation) from symbolic sustainability reporting (ESG disclosure) using 1,158 observations from 236 high environmental-risk firms (2018-2025). Eco-inn…
Peer-reviewed🌍 GlobalJournalCorporate Social Responsibility and Environmental Management2026#ESGDOI
Green and Liquid: How Mandatory ESG Disclosure and Firm Size Shape the ESG –Cash Holdings Nexus
Saiful Anwar, Dian Agustia, Wiwiek Dianawati
Using 13,107 firm-year observations from 1,781 non-financial firms across Asia-Pacific, Europe, and MEA (2016–2023), this study examines how mandatory ESG disclosure and firm size jointly shape the ESG–cash holdings relationship. Under volu…
Peer-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
HiCon-ESG: Confidence-aware hierarchy-regularized learning improves fine-grained ESG disclosure classification
Song Dongze
This paper proposes HiCon-ESG, a confidence-aware, hierarchy-regularized learning method for fine-grained classification of ESG disclosure text. By incorporating the hierarchical structure of ESG topics into regularization while accounting …
Peer-reviewedJournalEscalate Economics and Business Journal2026#ESGDOI
The Consequences of ESG Rating Divergence on Corporate Transparency and Disclosure Practices
Nayla Zahiya Syifa, Yusnaini Yusnaini
A systematic literature review of 20 international papers (2022-2026) examines how ESG rating divergence affects corporate transparency and disclosure. Divergence stems from differing agency methodologies, indicators, weightings, and data s…
Peer-reviewedJournalJurnal Teknologi2026#Carbon AccountingDOI
Pengaruh Musim terhadap Kualitas Air Baku, Efisiensi Pengolahan, dan Carbon Footprint pada Water Treatment Plant PT. XYZ
Taufiq - Taufiq, Satriananda Satriananda, Nanang Rahmat Wijaya
A case study of PT. XYZ's central water treatment plant analyzing how seasonal changes affect raw water quality, TSS removal efficiency, and operational carbon footprint. Dry-season deterioration in color, turbidity, and TSS raised coagulan…
Peer-reviewed🌍 GlobalJournalFrontiers in Sustainable Food Systems2026#Carbon AccountingDOI
Climate and nutritional implications of Thai curry-over-rice menus: a recipe-level assessment of carbon footprints and dietary quality
Kanokporn Aree, Santi Phithakkitnukoon, Karn Patanukhom +1
A recipe-level study assessed GHG emissions and nutritional quality across 90 Thai curry-over-rice menus. Menus with animal protein averaged 2.9 kgCO2e/kg versus 1.2 for plant-based, with ingredient sourcing the dominant hotspot (69-86%). F…
Peer-reviewed🇯🇵 JapanJournalمجلة العلوم الهندسية و تكنولوجيا المعلومات2026#Energy EfficiencyDOI
Quantifying Carbon Footprint of Centrifugal Pump Faults via Vibration-Based Predictive Maintenance: A Power-Law Model
Ali Abdulhussain Naeem, Ahmed Naser Hasan
This study quantifies the carbon footprint of four mechanical faults in centrifugal pumps using a power-law model (R²=0.97) built on open-source CIRA/NASA datasets. Applying Iraq's emission factor (0.66 kg CO₂/kWh), predictive maintenance y…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Sustainable Food Systems2026#Climate ScienceDOI
Exploring the carbon footprint of Chinese beef systems – a life‑cycle assessment, decoupling analysis and spatial effects
Xianghui Yin, Shiqin Sun, Jiangge Wang +1
This study quantifies the carbon footprint of beef cattle production across Chinese provinces (2002–2022) using life-cycle assessment. Large-scale farms show lower carbon intensity, enteric fermentation dominates emissions, and methane acco…
Peer-reviewedJournalSTORAGE Jurnal Ilmiah Teknik dan Ilmu Komputer2026#AI × ESGDOI
A MACHINE LEARNING-BASED CONCEPTUAL FRAMEWORK FOR AUTOMATED DIGITAL WASTE CLASSIFICATION WITH PROJECTED CARBON FOOTPRINT REDUCTION
Burhanuddin
This paper proposes ADWC, a machine-learning conceptual framework for automated digital waste classification integrating metadata across a five-layer architecture. On an assumed ~30TB corpus it projects identifying 38.7% as actionable digit…
Peer-reviewed🇨🇳 ChinaJournalAdvances in Economics Management and Political Sciences2026#PolicyDOI
Carbon Footprint Deficits in Environmental Impact Assessment under the Ecological Environment Code: Gaps and Improvement Pathways
Chenyu Shi
Against China's dual-carbon goals and the Ecological Environment Code, this paper examines how the EIA system must shift from pollution control to low-carbon governance. It reviews the weak legal, technical, and institutional footing of car…
Peer-reviewedJournalCureus2026#OtherDOI
Greener Surgery, Greener Hospital: Organizational Strategies for Carbon Footprint Reduction in Anesthesia and Perioperative Departments
Maria Bourazani, Maria S. Chrysi, Despoina Pappa +2
This paper examines organizational strategies to cut the carbon footprint of anesthesia and perioperative departments. It maps emission sources such as inhaled anesthetics and single-use devices, and organizes reduction measures spanning pr…
Peer-reviewed🇺🇸 USAJournalNEJM Catalyst2026#Scope 3DOI
Measuring the Carbon Footprint for Health Systems and Suppliers: A Collaborative Field Study by Providence and Becton Dickinson
Robert S. Kaplan, Maureen Mazurek, Elizabeth Schenk +3
A collaborative field study by Providence and Becton Dickinson examining practical carbon footprint measurement across a health system and its suppliers. It focuses on data collaboration and calculation processes for upstream Scope 3 emissi…