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.
🇨🇳 China📚 Peer-reviewed · JournalSustainable Development2026#Transition FinanceDOI
Corporate Climate Narratives for Transition‐Finance Governance: A Language‐Model Index of Transition Risk and Financing Conditions in China
Xuewen Kuang, Yinyin Liu, Jianmin Liu +1
This study constructs a narrative-based transition-risk index (CTR) by fine-tuning a transformer classifier on Chinese listed firms' MD&A sections (2010-2023). It finds that higher disclosed transition risk is associated with a 0.335-0.365 …
📚 Peer-reviewed · JournalSustainability2026#Transition FinanceDOI
Sustainable Shipping Development and the Optimal Green Finance Portfolio: A Case Study of Taiwan’s Sustainable Shipping and Financial Market Development
Tien-Chun Ho, Hsuan-Shih Lee
This study applies the AHP-RDEMATEL-TOPSIS approach to survey international exporters and senior shipping managers in Taiwan, identifying key sustainability factors for container lines (green infrastructure) and bulk carriers (energy effici…
🌍 Global📚 Peer-reviewed · JournalBorsa Istanbul Review2026#Transition FinanceDOI
The Role of Sustainable Islamic Finance in Promoting Just Transition: Evidence from OIC Countries
Saheed Olanrewaju Issa, Ridzwana Mohd Said, FAKARUDIN KAMARUDIN +2
Using panel data from 47 OIC countries, this study finds that ESG Sukuk and ESG Islamic funds positively contribute to a just transition, while Islamic social finance shows a negative relationship. Results are robust, highlighting the role …
CN📚 Peer-reviewed · JournalPlos One2023#Transition FinanceDOI
The impact mechanism of China’s green finance on the transformation and innovation of high-energy-consumption enterprises
Xiang W.
This paper analyzes how China's green finance policies impact the transformation and innovation of high-energy-consumption enterprises, revealing mechanisms and providing policy implications.
📚 Peer-reviewed · JournalInternational Review of Financial Analysis2026#Transition FinanceDOI
Sustainable finance contribution to energy value chain participation: The role of industrial automation
Zhao C.
This paper analyzes how sustainable finance facilitates participation in the energy value chain, focusing on the role of industrial automation. It likely provides a theoretical framework with implications for practice.
CN📚 Peer-reviewed · JournalEnergy Policy2022#Transition FinanceDOI
Green finance support for development of green buildings in China: Effect, mechanism, and policy implications
He W.
This paper empirically analyzes the impact of green finance policies on green building adoption in China, exploring the mechanisms and policy implications for sustainable urban development.
📚 Peer-reviewed · JournalEnvironmental Engineering and Management Journal2026#Transition FinanceDOI
THE ROLE OF GREEN BONDS IN IMPROVING THE ENVIRONMENTAL, SOCIAL, AND GOVERNANCE (ESG) PERFORMANCE OF FIRMS
Chen S.
This paper examines the role of green bonds in improving firms' ESG performance. Green bonds may enhance sustainability by funding environmental projects, but the empirical evidence is mixed. The study likely contributes to understanding th…
📚 Peer-reviewed · JournalInternational Journal of Education, Modern Management, Applied Science & Social Science2026#Transition FinanceDOI
The Role of Environmental Laws in Promoting Green Finance
Shubhangi Nirwan, Shivani Jain
This paper analyzes the relationship between environmental laws and green finance in India. It examines the role of regulatory bodies and the promotion of green bonds and ESG investments, revealing how legal frameworks drive sustainable fin…
CN📚 Peer-reviewed · JournalEconomic Analysis and Policy2025#Transition FinanceDOI
The Impact of green finance reform on firms' patent quality: An empirical study from Chinese listed manufacturing firms
Zhang G.
This study empirically analyzes the impact of China's green finance reform on patent quality of listed manufacturing firms. It examines whether the reform enhances the quality of corporate innovation, providing evidence on policy effectiven…
CN📚 Peer-reviewed · JournalInternational Review of Economics and Finance2025#Transition FinanceDOI
Can green finance policy promote inclusive green growth?- Based on the quasi-natural experiment of China's green finance reform and innovation pilot zone
Xu A.
This study uses China's green finance reform and innovation pilot zones as a quasi-natural experiment to empirically analyze the impact of green finance policy on inclusive green growth. It evaluates the policy's effectiveness and considers…
🇨🇳 China📚 Peer-reviewed · JournalCompetition & Change2026#Transition FinanceDOI
State-led infrastructure financialization: State entrepreneurialism and China’s REITs market
Yin Yang
This paper analyzes the unique trajectory of China's REITs (C-REITs) market, which prioritizes strategic infrastructure over commercial real estate. Using a framework of 'State-Led Infrastructure Financialization', it argues that C-REITs re…
📚 Peer-reviewed · JournalFinance and Society2025#Transition FinanceDOI
Channels of influence in sustainable finance: A framework for conceptualizing how private actors shape the green transition
Fichtner J.
This paper presents a framework to conceptualize how private actors influence the green transition through policy, market, and normative channels. It strengthens the theoretical foundation of transition finance by mapping these pathways.
🇪🇺 EuropeJournalJournal of European Public Policy2025#Transition FinanceDOI
Puzzling, powering, profiting: the politics of sustainable finance in the European Union
Mertens D.
This paper analyzes the political dynamics of sustainable finance policy in the EU, examining regulatory-market interactions and stakeholder influences to reveal challenges and opportunities for achieving sustainable finance.
CN📚 Peer-reviewed · JournalClimate Policy2023#Transition FinanceDOI
Out of the window? Green monetary policy in China: window guidance and the promotion of sustainable lending and investment
Dikau S.
This paper analyzes China's central bank use of window guidance to promote green lending. It examines the effectiveness and challenges of this monetary policy tool in steering sustainable investment.
📚 Peer-reviewed · JournalSustainability Switzerland2020#Transition FinanceDOI
Untangling the impact of green finance on the enterprise green performance: a meta-analytic approach
Xu H.
This meta-analysis synthesizes empirical findings on the impact of green finance on corporate environmental performance, providing a comprehensive assessment of the effectiveness of green financial instruments in driving enterprise decarbon…
📚 Peer-reviewed · JournalFinance Research Letters2025#Transition FinanceDOI
The impact of green finance on rural green development: Theory and evidence
Zhang D.
This paper analyzes the impact of green finance on rural green development from both theoretical and empirical perspectives. It reveals the mechanisms through which green finance promotes sustainable development in rural areas and provides …
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Advanced Multidisciplinary Research and Studies2026#Transition FinanceDOI
Economic-Financial Governance for Sustainable, Inclusive and Digital Development: A Conceptual Framework for Emerging Economies
Truong Phuong Huyen
This paper develops an integrated conceptual framework for economic-financial governance in emerging economies facing digital transformation, climate transition, and macro-financial shocks. It identifies four qualities of development-orient…
🇨🇳 China📚 Peer-reviewed · JournalEmerging Markets Finance and Trade2026#Transition FinanceDOI
Financing the Transition: Green Financial Literacy and Low-Carbon Consumption Interaction in the Digital-Intelligence Era
Xingyuan Yao, Weifang Wang, Chengbo Fu
This paper examines the interaction between green financial literacy and low-carbon consumption in the digital-intelligence era. It analyzes how financial literacy influences consumer behavior toward sustainable products, providing implicat…
🌍 GlobalJournalCurtin University Research Data Collection2026#Transition FinanceDOI
Financing the energy transition: Post-workshop report
Peta Ashworth, Helen Cabalu
This post-workshop report summarizes discussions on financing the energy transition, involving policymakers, financial institutions, and industry. Key topics include investment gaps, risk mitigation, and mechanisms to mobilize private capit…
📚 Peer-reviewed · JournalJournal of Logistics Informatics and Service Science2026#Transition FinanceDOI
Research on Optimizing Overseas Investment Layouts and Path Selection for Energy and Manufacturing Enterprises Under Green Transition Constraints
(著者不明)
This study examines how energy and manufacturing enterprises optimize overseas investment layouts and paths under green transition constraints. It analyzes strategies for adapting to carbon pricing, regulations, and market shifts, focusing …