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-reviewedJournalScientific Reports2026#AI × ESGDOI
Forecasting the development trend of the green finance market based on long short-term memory and transformer models
Shen S.
This paper applies LSTM and Transformer deep-learning models to forecast the development trend of the green finance market. By combining long-term temporal dependency with attention mechanisms, it aims to predict future movements of green f…
Peer-reviewedCNJournalEnvironment Development and Sustainability2025#Climate FinanceDOI
Green finance, technological innovation, and low-carbon development in logistics industry: mechanisms and threshold effects
Guo J.
This study empirically examines how green finance and technological innovation drive low-carbon development in the logistics industry. It identifies threshold effects, suggesting green finance only accelerates decarbonization once innovatio…
Peer-reviewedCNJournalEconomic Analysis and Policy2026#Climate FinanceDOI
Does green finance policy enhance supply chain resilience? Evidence from green firms in China
Xu X.
An empirical study examining whether green finance policy strengthens supply chain resilience, using evidence from green firms in China. It analyzes how policy-driven funding affects the stability of green firms' supply chains. The abstract…
Peer-reviewedJournalCogent Business and Management2021#Climate FinanceDOI
The influence of green finance on economic growth: A COVID-19 pandemic effects on Vietnam Economy
Ngo T.Q.
This study empirically examines how green finance influences economic growth in Vietnam, incorporating the effects of the COVID-19 pandemic. Without an available abstract, methodological details and findings remain unclear, but the work add…
Peer-reviewedCNJournalApplied Ecology and Environmental Research2026#Climate FinanceDOI
GREEN FINANCE, ENVIRONMENTAL QUALITY, AND THE SUSTAINABLE INTEGRATION OF AGRICULTURE, CULTURE, AND TOURISM IN CHINA
Liu S.
This study examines the links between green finance, environmental quality, and the sustainable integration of agriculture, culture, and tourism in China. Without an abstract, methods and data remain unclear, but it appears to explore how g…
Peer-reviewedCNJournalEconomic Analysis and Policy2026#Climate FinanceDOI
Does green finance reduce corporate carbon emissions? evidence from a quasi-natural experiment of China's national green finance reform and innovation pilot zones
Li J.
This study exploits China's national green finance reform and innovation pilot zones as a quasi-natural experiment to test whether green finance causally reduces corporate carbon emissions. Using the pilot designation as an exogenous shock,…
ReportGreen Finance and Sustainable Development Goals2026#Climate FinanceDOI
Identifying the Risks Connected with Green Finance and Developing Policies to Address Them
Barai B.
A paper examining the risks associated with green finance and how policy can address them. No abstract is available, so the methodology, geographic scope, and empirical findings remain unclear. It may still offer a useful framing of risk ca…
Peer-reviewedCNJournalApplied Ecology and Environmental Research2026#Climate FinanceDOI
DIFFERENTIATED IMPACTS OF INDUSTRIAL STRUCTURE TRANSFORMATION ON GREEN FINANCE DEVELOPMENT: AN EMPIRICAL STUDY FROM 282 CHINESE CITIES
Zeng G.
An empirical study using panel data from 282 Chinese cities examining how industrial structure transformation affects green finance development. It suggests the effects differ by degree of industrial upgrading and greening, highlighting cit…
Peer-reviewedJournalReview of Economics2023#Climate FinanceDOI
A Primer on Green Finance: From Wishful Thinking to Marginal Impact
Krahnen J.
A primer reviewing the theory and empirical limits of green finance, contrasting wishful expectations with its actual marginal impact on decarbonization. It frames how financial instruments translate into real emissions outcomes and policy …
Peer-reviewedJournalCorporate Board Role Duties and Composition2026#Climate FinanceDOI
BOARD EFFECTIVENESS AS A GOVERNANCE MECHANISM IN THE GREEN FINANCE—SUSTAINABLE FIRM PERFORMANCE NEXUS: EVIDENCE FROM LISTED COMPANIES
Gorrela P.K.
This study examines how board effectiveness functions as a governance mechanism linking green finance to sustainable firm performance, using evidence from listed companies. Without an abstract, methods and data remain unclear, but it sits a…
Peer-reviewedCNJournalEconomic Research Ekonomska Istrazivanja2023#Climate FinanceDOI
Does green finance promote the social responsibility fulfilment of highly polluting enterprises?–empirical evidence from China
Li X.
An empirical study examining whether green finance drives highly polluting Chinese firms to fulfil their social responsibilities. Without an abstract, details are limited, but it likely tests how green financing mechanisms shape corporate b…
Peer-reviewedJournalEnergy2024#Climate FinanceDOI
Exploring the complex interplay of green finance, business cycles, and energy development
Sultanuzzaman M.R.
A study examining the complex interplay between green finance, business cycles, and energy development. It explores how the expansion of green finance interacts with economic cycles and energy development. Methods and findings are unclear a…
Peer-reviewedJournalJournal of Risk and Financial Management2025#Climate FinanceDOI
What Is Green Fintech?
Broby D.
A conceptual piece defining 'green fintech' — the intersection of financial technology and environmental/climate objectives. Without an abstract, its specific contribution and methods remain unclear. The topic connects to disclosure infrast…
Peer-reviewedJournalWorld Development Sustainability2026#Carbon PricingDOI
Quantile dependence between carbon price uncertainty and sustainable financial markets: Evidence of nonlinear thresholds and COVID-19 structural breaks
Chiad F.
This study examines the dependence between carbon price uncertainty and sustainable financial markets using a quantile framework. It finds nonlinear threshold effects and structural breaks during COVID-19, showing how carbon price risk spil…
Peer-reviewedCNJournalJournal of Climate Finance2025#Climate FinanceDOI
Dynamic connectedness and portfolio strategies: Insights from fintech, robotics, renewable energy, and green bonds in China
Naifar N.
This study examines dynamic connectedness and spillovers among fintech, robotics, renewable energy, and green bonds in China, drawing portfolio strategy implications. It quantifies how green bonds and renewable assets co-move with other ass…
Peer-reviewedJournalInternational Review of Financial Analysis2025#Climate FinanceDOI
Tail risk contagion and multiscale spillovers in the green finance index and large US technology stocks
Zeng H.
This study analyzes tail risk contagion and multiscale spillovers between a green finance index and large US technology stocks. It examines how green financial assets and tech equities transmit risk to each other across different time horiz…
Peer-reviewed🌍 GlobalJournalAsian Economic and Financial Review2026#Climate FinanceDOI
The economic impact of green finance in Saudi Arabia: A dynamic panel econometric analysis (2015–2024)
Hussin H.A.A.A.
A dynamic panel econometric study examining how green finance affects economic outcomes in Saudi Arabia over 2015–2024. It offers empirical evidence on decarbonization finance in an oil-dependent economy, quantifying the economic effects of…
🌍 GlobalReportStudies in Big Data2026#Climate FinanceDOI
Driving SDGs Through Green Finance: Indonesia’s Leadership in Green Sukuk and Sustainability (2017–2025)
Sukesti F.
This paper examines Indonesia's leadership in green sukuk (Islamic green bonds) from 2017 to 2025 as a vehicle for financing the SDGs. As the world's first sovereign green sukuk issuer, Indonesia offers a distinctive emerging-market model o…
Peer-reviewed🇪🇺 EuropeJournalBritish Journal of Management2021#Carbon PricingDOI
Corporate Environmental Proactivity: Evidence from the European Union's Emissions Trading System
Andreou P.C.
An empirical study examining how firms engage in proactive environmental behavior under the EU Emissions Trading System. It likely tests how carbon price signals shape corporate environmental strategy and investment decisions. Without an ab…
Peer-reviewedConferenceEnergy Proceedings2026#Carbon PricingDOI
Data Driven Modelling for Informed Decision-making in the Coupled Energy Market and Emissions Trading Scheme
Hong J.
This work applies data-driven modelling to the coupled system of energy markets and emissions trading schemes (ETS). It aims to quantify how carbon prices propagate into power prices, generation mix and investment decisions, supporting info…