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.
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Applied Resilience and Sustainability2026#AI × ESGDOI
Artificial intelligence in sustainable finance and Environmental, Social, and Governance (ESG) performance: A review
Vibhavari Prasad Mane
This systematic review explores how AI techniques (machine learning, NLP, predictive analytics) enhance ESG measurement, portfolio management, risk analysis, and sustainability disclosure. It also highlights challenges like data quality, al…
🇪🇺 Europe📚 Peer-reviewed · JournalJournal of Knowledge, Risk, and Sustainable Management2026#ESGDOI
ESG assessment of Italian companies: banks' questionnaires measuring firms' ESG propensity and their role in fostering sustainable finance development initiatives
P. Stefanizzi, Chiara Creti', F. Monge +1
This study analyzes nine ESG questionnaires from large and small Italian banks, revealing convergence on indicators like GHG emissions, renewable energy, governance, and gender equality. Unlike divergent international ESG ratings, Italian b…
📚 Peer-reviewed · JournalJournal of economic surveys (Print)2026#AI × ESGDOI
Artificial Intelligence in Climate and Sustainable Finance: A Blessing or a Curse?
Filippo di Pietro, Pilar Giráldez‐Puig, P. Palos-Sanchez +1
This study uses a systematic literature review and bibliometric analysis to examine machine learning applications in climate-related financial challenges. It finds growing AI adoption in emissions forecasting, green investment, and sustaina…
🌍 Global📚 Peer-reviewed · JournalScience Mundi2026#Climate FinanceDOI
Mapping the intellectual landscape of green economy and sustainable finance: A bibliometric analysis (2014–2024)
S. Erick, Bounamax Mbasa, K. Mang’ana
This bibliometric analysis maps the intellectual landscape of green economy and sustainable finance research from 2014 to 2024 using 692 Scopus-indexed papers. It reveals a surge in publications after 2018, aligning with key policy mileston…
📚 Peer-reviewed · JournalInternational Journal of Trends and Innovations in Business & Social Sciences2026#green_financeDOI
The Impact of Fintech and Corporate Social Responsibility on Green Innovation and Green Finance: A Stakeholder Perspective from Pakistan’s Banking Industry
Usman Ali Mangrio, Kamran Khan
This study quantitatively examines the impact of fintech adoption and corporate social responsibility (CSR) on green innovation and green finance in Pakistan's banking industry from a stakeholder perspective. Using PLS-SEM, results show tha…
📚 Peer-reviewed · JournalInternational Journal of Analysis and Applications2026#ESGDOI
Digital Finance and Corporate ESG Performance: The Mediating Role of Financing Constraints and Green Innovation-Evidence from Thai Listed Companies
Thongpong Pongphanich, Kittima Ngamvilaikorn, Prajya Ngamjan
This study examines the impact of digital finance on ESG performance using panel data from 523 Thai listed companies (2018-2024). It finds that financing constraints and green innovation mediate this relationship, with family ownership mode…
📚 Peer-reviewed · JournalJournal of Dynamics and Control2026#ESGDOI
SUSTAINABLE FINANCE AND ESG: AN ANALYSIS OF RISK-ADJUSTED RETURNS AND LONG-TERM VALUE CREATION
Arpita Agarwal, Vertika Goswami
Using survey data and SEM, this study finds that aggregate ESG scores lack predictive power for investment performance, while specific factors (renewable energy use, board independence) show significant effects. It challenges the reliabilit…
🌍 Global📚 Peer-reviewed · JournalCorporate Governance: The International Journal of Business in Society2026#ESGDOI
Corporate social responsibility and green finance: insights from banks in selected emerging economies
H. Sourour, Jarray Habiba
This study examines the impact of CSR mechanisms on green finance adoption by banks in selected emerging economies from 2008 to 2021. It finds that CSR committees and sustainability reporting significantly increase the likelihood of banks f…
CN📚 Peer-reviewed · JournalModern Economics & Management Forum2026#Transition FinanceDOI
Can Green Finance Enhance Corporate Resilience? — An Empirical Study Based on Chinese Listed Companies
Yingxue Chen
This study examines the impact of green finance development on corporate economic resilience using Chinese A-share listed firms from 2009-2022. It finds that green finance enhances resilience by promoting technological innovation, increasin…
🌍 Global📚 Peer-reviewed · JournalJournal of economic surveys (Print)2026#Climate FinanceDOI
The Role of Green Corporate Finance in Enhancing Firm Resilience to Climate Change
Nopparat Wongsinhirun, Pattanaporn Chatjuthamard, Nattarinee Denlertchaikul +2
This paper reviews the role of green corporate finance, including green bonds and sustainability-linked instruments, in enhancing firm resilience to climate change. It finds that such finance improves long-term financial performance, operat…
📚 Peer-reviewed · JournalCorporate Governance and Sustainability Review2026#Carbon PricingDOI
Exploring sustainable tax policy in Türkiye: A qualitative analysis of corporate and public discourse in the energy sector.
Gülçin Kazan, Tuğçe Uzun Kocamış
This paper qualitatively analyzes sustainable tax policies in Türkiye's energy sector. It examines reports of 10 companies listed in the BIST Sustainability Index and public documents, identifying themes: border carbon adjustment, carbon ta…
🌍 Global📚 Peer-reviewed · JournalSustainability2026#ESGDOI
Construction and Validation of a 5P–ESG Composite Index for Sustainable Corporate Governance and Financial Analysis in Emerging Markets: Evidence from the MSCI COLCAP
Alejandro Acevedo Amorocho, Á. Acevedo-Duque, José Gerardo De la Vega Meneses +2
This study develops and validates a 5P-ESG composite index for emerging markets, extending ESG with Peace and Partnerships dimensions. Using PCA-based weighting and MSCI COLCAP data, it demonstrates feasibility and shows ranking shifts comp…
CN📚 Peer-reviewed · JournalJournal of Renewable and Sustainable Energy2026#PolicyDOI
Technology-finance integration pilot in low-carbon transition: Quantifying the synergistic effect on pollution and carbon reduction
Zezhen Huang, Ting-fang Yang
This paper quantifies the synergistic effect of China's Technology-Finance Integration Pilot (TFIP) policy on pollution and carbon reduction using panel data from 232 cities (2003-2020). Results show that TFIP significantly enhances synergy…
🌍 Global📚 Peer-reviewed · JournalFrontiers in Environmental Science2026#Climate FinanceDOI
Green finance, renewable energy and capital formation in the global energy transition
Lai Van Tai, Monica Răileanu Szeles
This paper analyzes the combined effects of green finance, renewable energy production/consumption, and capital formation on ecological footprint in 76 developing countries (2000-2022) using STIRPAT and system GMM. Results show green financ…
📚 Peer-reviewed · JournalJournal of Islamic Accounting and Business Research2026#Climate FinanceDOI
Uncertainty and sustainable eco-financing in the MENA region: the mediating role of corporate social responsibility
Y. Ben Romdhane, Muhammad Kashif
This study examines the impact of economic uncertainty on sustainable eco-financing in MENA countries, highlighting the mediating role of CSR. Using survey data from 625 professionals and structural equation modeling, it finds that uncertai…
📚 Peer-reviewed · JournalInternational Journal For Multidisciplinary Research2026#green_financeDOI
“An Analytical Study of Role of Green Finance in Sustainable Development Goals (Sdgs): Indian Context”
S. Trivedi
This study examines the role of green finance in achieving Sustainable Development Goals (SDGs) in India using simulated data from 2015-2024. Correlation and regression analyses show a strong positive effect of green finance on SDG progress…
🌍 Global📚 Peer-reviewed · JournalJournal of Sustainable Development Law and Policy2026#Climate FinanceDOI
Legal And Institutional Framework For Green Finance And Sustainable Development In Nigeria
V. B. Monehin, Joy Oluchi Monehin, Sesan Fabamise +1
This paper examines the legal and institutional frameworks for green finance in Nigeria, identifying gaps such as lack of enforcement, unclear definitions, and absence of taxonomy. It proposes a dedicated Green Finance Act and stronger inst…
🌍 Global📚 Peer-reviewed · JournalInternational Journal for Research in Applied Science and Engineering Technology2026#Climate FinanceDOI
Green FinTech and Corporate Decarbonization: The Role of Digital Financial Innovation in Driving ESG Performance and Low-Carbon Transition
Megha Kumari
This paper examines how Green FinTech facilitates corporate decarbonization and ESG transformation. It develops a conceptual model linking Green FinTech adoption to corporate ESG performance through mediators such as access to green capital…
🌍 Global📚 Peer-reviewed · JournalEnergies2026#Climate FinanceDOI
Green Finance, the Digital Economy and Energy Consumption in the MENA Region: Toward a Sustainable Carbon Economy
Abdalbasat H. A. Alrifadi, P. H. Kareem, A. Çelebi +1
This study analyzes the relationship between green finance, the digital economy, and energy consumption in ten MENA countries from 1983 to 2023 using panel-corrected standard errors. The digital economy reduces energy consumption, while gre…
🇪🇺 Europe📚 Peer-reviewed · JournalSustainable Development2026#Energy TransitionDOI
Learning to Power the Future: How Education, Finance, and R&D Drive Sustainable Bioenergy Transitions
Xin Li, Derrick Fulton
This study analyzes drivers of bioenergy transition in Nordic countries from 1996 to 2023 using quantile regression. Research intensity (RI) is the strongest and most consistent factor, with a 1% increase leading to a 12.2% increase in bioe…