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-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#AI × ESGDOI
Attempt to Extract Capital Conversion Information from Integrated Report Text Using BERT-based Multi-label Classification with Intensity
BERTを用いた強度付きマルチラベル分類による統合報告書テキストからの資本変換情報抽出の試み
(著者不明)
This paper proposes a method to extract capital conversion information from integrated reports using BERT-based multi-label classification with intensity. It automatically identifies conversions among the six capitals and assesses their int…
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#ESGDOI
Quantification method of corporate value disclosure in integrated reports and stock return analysis in Japan
日本における統合報告書の企業価値に関する記述内容の定量化手法と株価リターン分析
(著者不明)
This paper proposes a method to quantify the content related to corporate value in Japanese integrated reports and analyzes its relationship with stock returns. Using text analysis, it reveals how non-financial information is valued by the …
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#Disclosure InfrastructureDOI
Evaluation of the Usefulness of Integrated Reports as Investment Decision Materials
投資判断材料としての統合報告書の有用性評価
(著者不明)
This study evaluates the usefulness of integrated reports for investment decision-making. It analyzes the role of integrated reports in investor decisions and examines the relationship between report quality and investment performance. The …
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#ESGDOI
A Study on the Evaluation of Integrated Reports from the Perspective of Institutional Investors
機関投資家視点による統合報告書評価に関する一考察
(著者不明)
This paper examines how institutional investors evaluate integrated reports. It analyzes the relationship between ESG disclosure and investment decisions, offering implications for Japanese corporate disclosure practices.
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#AI × ESGDOI
Automatic extraction and classification of entrepreneurial function expressions in integrated report top messages
統合報告書トップメッセージにおける企業家機能表現の自動抽出・分類
(著者不明)
This paper proposes a method to automatically extract and classify entrepreneurial function expressions in top messages of integrated reports using natural language processing. It contributes to improving transparency of corporate disclosur…
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#AI × ESGDOI
Method for constructing an evaluation model of integrated reports using text mining
テキストマイニングを用いた統合報告書の評価モデルの構築法
(著者不明)
This paper proposes a method for constructing an evaluation model of integrated reports using text mining. It enables quantitative assessment of report quality, aiding companies in improving their disclosures.
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#AI × ESGDOI
Estimation of ESG-related pages in integrated reports using machine learning
機械学習を用いた統合報告書のESG 関連ページの推定
(著者不明)
This paper proposes a machine learning method to automatically identify ESG-related pages in integrated reports. Using NLP-based text classification, it enables efficient extraction of disclosure information.
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#AI × ESGDOI
An attempt to evaluate integrated reports using text mining
テキストマイニングを利用した統合報告書評価の試み
(著者不明)
This study attempts to evaluate integrated reports using text mining. It proposes a method to quantify the disclosure quality of integrated reports through content analysis. Using Japanese corporate data, it offers insights for future discl…
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#AI × ESGDOI
Text Mining Analysis of University Integrated Reports: Relationship between SDGs Descriptions and THE Impact Rankings
テキストマイニングによる大学の統合報告書分析~SDGs の記述と THE Impact Rankings との関係~
(著者不明)
This paper applies text mining to university integrated reports to analyze the relationship between SDGs descriptions and THE Impact Rankings. It demonstrates how AI methods can extract and visualize SDG-related information from unstructure…
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#AI × ESGDOI
Time-series analysis of integrated reports using text mining
テキストマイニングによる統合報告書時系列分析
(著者不明)
This study applies text mining to time-series analysis of integrated reports, quantifying changes in corporate ESG disclosure over time. Using natural language processing, it extracts trends and turning points, exploring the evolution of Ja…
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#AI × ESGDOI
Automatic Evaluation of Integrated Reports Considering Interpretability
解釈性を考慮した統合報告書の自動評価
(著者不明)
This paper proposes an automatic evaluation method for integrated reports, with a focus on interpretability. Using AI techniques, it analyzes report content and enhances explainability of evaluation results, aiming for practical application…
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#Transition FinanceDOI
A Study on Measures to Promote Sustainable Investment Using Pension Funds, Referencing Europe
欧州を参考にした年金資金による サステイナブル投資の促進方策に関する研究
(著者不明)
This study examines policy measures to promote sustainable investment by pension funds, drawing lessons from European practices. It provides recommendations for Japanese pension funds to expand ESG investment.
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#AI × ESGDOI
An Attempt to Extract Risk Statements from Securities Reports
有価証券報告書からのリスク文抽出の試み
(著者不明)
This study reports an attempt to extract risk-related sentences from Japanese securities reports. Using natural language processing (NLP), it examines methods to automatically identify ESG-related disclosures, particularly climate risks. Th…
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#ESGDOI
Institutional theoretical considerations on factors for the diffusion and propagation of CSR in small and medium-sized enterprises
中小企業における CSR の普及・伝播要因に関する制度論的考察
(著者不明)
This paper examines the diffusion of CSR in SMEs from an institutional theory perspective. It analyzes how institutional pressures and mimetic mechanisms influence CSR adoption, highlighting specific challenges for Japanese SMEs. While not …
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#Climate FinanceDOI
Current status and challenges of governance in mineral resources and finance/investment sectors contributing to the Paris Agreement
パリ協定に貢献する鉱物資源及び金融・投資分野のガバナンスの現状と課題
(著者不明)
This paper analyzes the current status and challenges of governance in mineral resources and finance/investment sectors for the Paris Agreement. It discusses sustainable supply of minerals and frameworks for green investment, offering polic…
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#Disclosure InfrastructureDOI
Considerations on Sustainability-Related Information Disclosure Practices in the ESG/SDGs Era
ESG・SDGs 時代のサステナビリティ関連情報開示実務に関する考察
(著者不明)
This paper examines sustainability disclosure practices in the ESG/SDGs era, focusing on evolving standards and corporate challenges. It particularly addresses the implications for Japanese firms under SSBJ and securities report disclosures…
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#BiodiversityDOI
Mainstreaming Natural Capital Accounting through Integrated Reporting
統合報告書による自然資本会計の主流化
(著者不明)
This paper discusses the mainstreaming of natural capital accounting through integrated reporting, proposing practical frameworks for measurement and disclosure. It clarifies the role of biodiversity and ecosystem services in corporate repo…
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#ESGDOI
Relationship between social performance and economic performance in Korean companies
(08)韓国企業における社会業績と経済業績の関係
(著者不明)
This paper empirically analyzes the relationship between social performance (e.g., CSR, social aspects of ESG) and economic performance (e.g., profitability) of Korean companies. While the dataset and methodology are unspecified, it may con…
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#AI × ESGDOI
A Study on ESG Evaluation of Information Companies Using LLM
LLMを用いた情報系企業のESG評価についての一考察
(著者不明)
This study explores the use of LLMs for ESG evaluation of information companies, focusing on extracting and analyzing ESG-related information through natural language processing. It develops evaluation indicators tailored to the characteris…
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#ESGDOI
Non-Financial Information Disclosure from the Perspective of Responsible Investment
責任ある投資から見た非財務情報開示(第29回秋季大会統一論題「財務情報と非財務情報の分析-統合報告を見つめて-」)
(著者不明)
This paper discusses the importance of non-financial information disclosure from the perspective of responsible investment, examining the integration of financial and non-financial information in integrated reports. It proposes improvements…
