GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open 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🌍 GlobalJournalInternational Journal of Law and Societal Studies2026#PolicyDOI
Climate Attribution Litigation: Holding Emitters Accountable
Novera Bhatti
This article develops a theoretical framework for holding major emitters accountable for climate damages by integrating attribution science, tort law, corporate knowledge-deception theory, and governance theory. It identifies four conceptua…
Peer-reviewed🌍 GlobalJournalFoods2026#Scope 3DOI
Life Cycle Assessment of Phycocyanin Food Colorant Production from Spirulina (Arthrospira platensis) with Biostimulant Waste-Stream Utilization for Soil Carbon Sequestration to Achieve Net Carbon Removal.
A. Smidt-Jensen, Trine Boje Røgild, Tom Cohen +6
This study presents a novel approach to producing carbon-negative food colorants by integrating phycocyanin extraction from Spirulina with residual biomass application as a biostimulant for soil organic carbon sequestration. Life cycle asse…
Peer-reviewedJournaliScience2026#Energy TransitionDOI
Assessing the consistency of simultaneous tripling of nuclear and renewable energy capacity in Korea: Evidence from the IPCC AR6 scenarios
Jiseok Ahn, Sangyong Park, Son-Hee Kim +2
This study evaluates Korea's COP28 pledges to triple renewable capacity by 2030 and nuclear capacity by 2050 against IPCC AR6 scenarios. It finds that Korea's current electricity plan has a slower fossil fuel phase-out than Paris-aligned pa…
Peer-reviewedJournalMachine Learning and Knowledge Extraction2026#AI × ESGDOI
Enhancing the Extraction of GHG Emission-Reduction Targets from Sustainability Reports Using Vision Language Models
Lars Wilhelmi, Christian Bruns, Matthias Schumann
This study investigates the use of Vision Language Models (VLMs) to extract ESG metrics, particularly GHG emission-reduction targets, from corporate sustainability reports. Using Design Science Research Methodology, we developed an extracti…
Peer-reviewed🌍 GlobalJournalSocial Science Research Network2026#GreenwashingDOI
Corporate greenwashing accusations are selective signals of climate credibility gaps
Elsie Hu, Galina Andreeva, Theodor Cojoianu +1
This study constructs a global dataset linking English-language media accusations of corporate greenwashing from 2017-2022 to firm climate performance. It analyzes how net-zero commitments, SBTi entry, and climate underperformance drive acc…
Peer-reviewedJournalSocial Science Research Network2026#Climate FinanceDOI
PRICING THE UNKNOWN: EVIDENCE FROM DERIVATIVES MARKETS ON CORPORATE ENVIRONMENTAL TARGETS
D. Prasad
This study examines how derivatives markets in India price uncertainty in corporate environmental targets, using BRSR disclosures, SBTi validation, and India's carbon trading scheme. Credible targets reduce implied volatility skew and varia…
Peer-reviewedJournalIlgʻor iqtisodiyot va pedagogik texnologiyalar2026#ESGDOI
INTERNATIONAL COMPETITIVENESS EFFECTS OF ESG TRANSPARENCY: A PANEL STUDY OF ASIAN AND EU BANKS
Mashkhurbek Jalalov
This study examines the relationship between ESG disclosure quality and international competitiveness among commercial banks in Central Asia and the EU. Using a novel ESG Disclosure Quality Index (EDQI) and panel regressions on 495 bank-yea…
Peer-reviewedJournalAccount and Financial Management Journal2026#Disclosure InfrastructureDOI
A Review of Sustainability-Driven Corporate Reporting: Best Practices and Challenges in Palm Oil Sector Financial Reporting Disclosures
Loso Judijanto
This paper systematically reviews best practices and challenges in sustainability reporting in the palm oil sector from 2020 to 2025. It identifies five best practices: adoption of GRI and TCFD frameworks, integration of ESG metrics, stakeh…
Peer-reviewedJournalOwner2026#Disclosure InfrastructureDOI
Implikasi Adopsi IFRS Sustainability Standards terhadap Peningkatan Non-Audit Fees dan Independensi Auditor: Studi Kualitatif pada KAP di Indonesia
Ary Haritsaning Atmadya, Dirgahayu Almi Mahati, Anak Agung Gede Eka Septian Utama
The adoption of IFRS S1/S2 has surged demand for sustainability-related non-audit services (consulting and assurance), altering revenue structures of public accounting firms. Based on literature review, this study finds that joint provision…
Peer-reviewed🌍 GlobalJournalFrontiers in Sustainability2026#Disclosure InfrastructureDOI
ESG performance in the regulatory transformation era: a systematic thematic review (2020–2024)
Jiyeon Kim, Wooyoung Yang
This systematic review examines ESG performance under mandatory disclosure frameworks (CSRD/ESRS, SEC, ISSB) from 2020-2024, identifying ten themes with three dominant ones: Performance Relationships, Mandatory Disclosure, and Methodologica…
Peer-reviewed🌍 GlobalJournalSocial Responsibility Journal2026#TCFDDOI
Climate transparency under the lens: determinants of environmental disclosures in Indian banking
Jyoti Singh, Meena Bhatia, Kirti Sharma
This study analyzes climate disclosure practices in the Indian banking sector from 2019 to 2024 using a TCFD-based Climate Disclosure Index. Panel regression reveals that a higher proportion of women directors and independent directors sign…
Peer-reviewed🌍 GlobalJournalInternational journal of research and innovation in social science2026#Disclosure InfrastructureDOI
ISSB Framework Sustainability Disclosures Adoption Pathways for Pan African Federation of Accountants (PAFA) Country Jurisdictional Integrated Roadmap Requirements
Zivanai Mazhambe
This paper empirically analyzes five adoption pathways for the ISSB framework among PAFA member jurisdictions in Africa. It finds that countries can choose from five approved toolkits, not just full adoption, highlighting flexibility in imp…
Peer-reviewedJournalIlgʻor iqtisodiyot va pedagogik texnologiyalar2026#Disclosure InfrastructureDOI
BARQARORLIK HISOBOTINING ASOSIY MEZONLARI VA XALQARO STANDARTLARI (GRI, IFRS S1/S2, TCFD)
Dilfuza Yakubova
This paper analyzes key sustainability reporting standards: GRI, IFRS S1/S2, and TCFD recommendations. It highlights their roles in assessing long-term sustainability through ESG indicators and managing climate risks. The comparison shows t…
Peer-reviewed🌍 GlobalJournalRevista Ambiente Contábil2026#Disclosure InfrastructureDOI
IFRS S2: perspectives of respondents from BRICS regarding the climate-related disclosure standard
Pedro Henrique Godoy Sato, Mariana Pereira Bonfim
This study analyzes comment letters from BRICS countries (Brazil, Russia, India, China, South Africa) on the draft IFRS S2 climate-related disclosure standard by the ISSB. Out of 700 global letters, 43 were from BRICS, with notable particip…
Peer-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2026#GreenwashingDOI
EXPLAINABLE AI (XAI) FOR DETECTING GREENWASHING: A HYBRID NLP-GOVERNANCE MODEL FOR TRANSPARENT ESG REPORTING
Sayali Girish Patankar
This paper proposes a hybrid governance framework combining Explainable AI (XAI) and Natural Language Processing (NLP) to detect greenwashing in ESG reports. By providing interpretable reasoning for each detection, it aims to enhance transp…
Preprint🇪🇺 EuropePreprints.org2026#ESGDOI
Digitalization, ESG Reporting, and Circular Economy: Accounting Challenges for Women-Led SMEs
Radosveta Krasteva-Hristova, Ива Монева
This study examines how digitalization can reduce the cost and complexity of ESG and circular economy reporting for women-led SMEs within the EU sustainability reporting framework. It identifies four key challenge domains: measurement, valu…
Peer-reviewedJournalInternational Journal of Engineering Technology and Management Sciences2026#ESGDOI
Stakeholder Information Needs and ESG Report Design: A UserCentered Information Architecture Approach
Wasim Akram, Shabana Khatoon, Dr. Asgar Ali
This paper proposes the User-Centered ESG Information Architecture (UC-ESG-IA) framework to address poor usability of ESG reports. Using a mixed-method study with 312 stakeholders and usability testing on NIFTY-listed companies in India, it…
PreprintZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
Sustainalyze: AI Powered Transperancy in ESG Reporting
Kunj Modh, Varun Patel, Vivek Devani
This paper presents ESG Analytics, an AI platform for automated analysis of ESG reports. It uses a Retrieval-Augmented Generation (RAG) approach to extract ESG metrics from text and tables, integrating FinBERT-ESG for classification, Chroma…
Peer-reviewed🇪🇺 EuropeJournalBusiness and Society Review2026#SBT/SBTiDOI
Do Female Directors Promote Science‐Based Emission‐Reduction Targets?
Patrick Velte
This study investigates the impact of board gender diversity on the adoption of science-based emission-reduction targets (SBT). Using panel data from 336 EU firms (2016-2021), it finds that the ratio and critical mass of female directors, f…
Peer-reviewedJournalمجلة البحوث المالیة والتجاریة2026#TCFDDOI
أثر الإفصاح عن المخاطر المناخية وفقا لإطار TCFD على كفاءة قرارات المستثمرين والتقييم المالي للشركات: دراسة تطبيقية على الشركات المدرجة بالبورصة المصرية
ذكيه إبراهيم محمد نايل
This paper empirically examines the impact of climate risk disclosure under the TCFD framework on the efficiency of investor decisions and financial valuation of companies, using a sample of firms listed on the Egyptian Stock Exchange. Find…