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.
PreprintFinance and Credit2025#AI × ESGDOI
Analysis of the social aspect of ESG in domestic companies: Industry perspective
Elena A. FEDOROVA, Anzhelika A. KOVALEVA, Lyudmila I. CHERNIKOVA
This paper applies LDA topic modeling to Russian companies' non-financial reports to construct an industry-standardized social (S) index. It identifies industry differences in social disclosure and the influence of specific topics on market…
Preprint🌍 GlobalAcademic Journal of Science and Technology2026#AI × ESGDOI
From Text Analysis to Metrics: AI Approaches to ESG Assessment
Qianxing Chen
This paper traces the evolution of AI models for ESG assessment, from topic models to domain-adaptive Transformers and retrieval-augmented language models. It focuses on multi-label phrase annotation from news, earnings calls, and reports, …
PreprintCNAdvances in Economics, Management and Political Sciences2026#ESGDOI
Quantitative Impact of ESG Factors on the Valuation of A-Share Listed Companies Using R: A Case Study of BYD
Shukai Zhan
This study examines the impact of ESG-related disclosure events on the stock valuation of BYD, a leading Chinese NEV company, using an event study approach in R. It identifies events from CNINFO announcements and third-party ESG rating upda…
PreprintCNChina Accounting and Finance Review2026#ESGDOI
The effect of ESG rating disagreement on stock liquidity: evidence from China
Wei Cai, Yanqi Sun, Cheng Xu +2
Using panel data from 4,065 Chinese A-share firms (2009-2021), this study finds that ESG rating disagreement significantly increases stock liquidity. Analyst attention and research reports mediate this effect, and the relationship is strong…
PreprintSouth African Journal of Economic and Management Sciences2026#ESGDOI
The impact of environmental, social, and governance disclosure on credit risk: Evidence from South African firms
Delane D. Naidu
This study examines the effect of ESG disclosure on credit risk for South African firms. Using data from 2017-2023, it finds that higher disclosure lowers probability of default and improves credit model scores, but does not affect cost of …
Preprint🇺🇸 USAFinance & Economics2025#ESGDOI
The Relationship Between Corporate ESG Ratings and Initial Public Offering Pricing Efficiency
Qirun Chen
This paper examines the impact of ESG ratings on IPO pricing efficiency in the US market. It finds that ESG disclosure can reduce underpricing by alleviating information asymmetry and boosting investor confidence, but greenwashing and ratin…
Preprint🇪🇺 EuropeComenius : Bratislava legal forum2025#ESGDOI
ESG Rating Under Regulation (EU) 2024/3005 through the Lens of Digitization
null Simona Heseková
This paper argues that the credibility of ESG ratings is crucial for their use in financial markets and positively assesses the EU regulation 2024/3005 for enhancing transparency. It confirms that industry classification influences rating m…
PreprintPacific Accounting Review2025#ESGDOI
Influence of sustainability report disclosure and assurance on environmental, social and governance performance persistence: a survival analysis
Yen-Yu Liu, Pin-Sheng Lee
This study uses Cox survival analysis on 2016-2024 data from Taiwanese listed firms to examine how sustainability disclosure and assurance affect ESG performance persistence (time to rating decline). Voluntary disclosure is associated with …
PreprintCrossref2026#ESGDOI
Strategic ESG Disclosure When Ratings Reveal Investor Preferences
Jan Schneemeier, Adelina Barbalau
This paper models a strategic interaction where ESG ratings inform firms about investor preferences, strengthening incentives to manipulate ESG disclosures. Greater rating precision amplifies manipulation motives but reduces its price impac…
Peer-reviewed🇯🇵 JapanJournalJ-STAGE#Supply ChainDOI
Analysis of the Relationship between Sustainable Supply Chain Management and Corporate Financial Information
サステナブルサプライチェーンマネジメントと経営財務情報との関係分析
(著者不明)
This paper analyzes the relationship between sustainable supply chain management (SSCM) and corporate financial information. It likely examines the impact of SSCM practices on financial performance and proposes indicators for supplier evalu…
Peer-reviewed🇯🇵 JapanJournalJ-STAGE#OtherDOI
Research and Development for Manufacturing in the Circular Economy Era
サーキュラーエコノミー時代のモノづくりに向けた研究開発
(著者不明)
This paper discusses R&D directions for manufacturing in the circular economy era. No abstract is available.
Peer-reviewed🇯🇵 JapanJournalJ-STAGE#OtherDOI
Consider the sustainability required in the textile industry
繊維業界に求められる持続可能性を考える
(著者不明)
This paper explores the sustainability requirements for the textile industry. While details are lacking, it likely discusses environmental impact reduction and social responsibility in the sector.
Peer-reviewed🇯🇵 JapanJournalJ-STAGE#ESGDOI
Institutional Investors' Contribution to SDGs through ESG Investment
ESG投資を通じた機関投資家のSDGsへの貢献
(著者不明)
This paper discusses how ESG investment facilitates institutional investors' contribution to the SDGs. By incorporating ESG criteria into investment decisions, capital flows can be directed toward sustainable projects, enhancing social impa…
Peer-reviewed🇯🇵 JapanJournalJ-STAGE#BiodiversityDOI
Visualizing and Disclosing the Contribution of Corporate Afforestation Activities to Biodiversity
企業による植林活動の生物多様性への貢献度の可視化と情報開示
(著者不明)
This paper proposes methods to visualize and disclose the biodiversity contribution of corporate afforestation activities, examining alignment with disclosure frameworks and practical applicability.
Peer-reviewed🇯🇵 JapanJournalJ-STAGE#ESGDOI
Promoting ESG Investment in Sports: The Case of University Sports Resources
スポーツへのESG投資促進 : 大学のスポーツ資源を例に
(著者不明)
This paper discusses promoting ESG investment by leveraging university sports resources. It suggests that university sports facilities and programs can be targeted for ESG investment, enabling sustainable operations and fundraising. Through…
Peer-reviewed🇯🇵 JapanJournalJ-STAGE#Transition FinanceDOI
The Role of Rating Agencies in Sustainable Finance
サステナブルファイナンスにおける格付会社の役割
(著者不明)
This paper examines the role of rating agencies in sustainable finance, focusing on their impact on markets through ESG assessments and green bond certifications, and discusses challenges and opportunities for enhancing credibility.
Peer-reviewed🇯🇵 JapanJournalJ-STAGE#ESGDOI
Evolving ESG Investment
進化を続けるESG投資
(著者不明)
An article discussing the evolution of ESG investment. Although the specific content is unknown, it likely covers trends and future prospects of ESG investing.
Peer-reviewedJournalJ-STAGE#ESGDOI
Do ESG/SDGs raise the level of occupational health?
ESG/SDGs は労働衛生の水準を引き上げるか
(著者不明)
Based on the title, this paper asks whether ESG/SDG frameworks raise occupational health standards. Although the abstract is unavailable, it likely explores the link between corporate sustainability and worker health and safety practices.
Peer-reviewed🇯🇵 JapanJournalJ-STAGE#ESGDOI
Is the ESG Investment Trend Real?
ESG投資の潮流は本物か
(著者不明)
This paper discusses whether the ESG investment trend is genuine. By questioning its authenticity, it provides insights for investors and companies.
Peer-reviewedCNJournalJ-STAGE#ESGDOI
ESG Investment in China: Current Status, Challenges, and Recent Initiatives
中国におけるESG 投資: 現状,課題と最近の取り組み
(著者不明)
This paper reviews the current state and challenges of ESG investment in China, introduces recent initiatives, analyzes driving factors and obstacles, and outlines future prospects.