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
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🇯🇵 JapanJournalJ-STAGE#BiodiversityDOI
Research on Third-Party Certification Acquisition Behavior for Corporate Green Space Creation and Maintenance: Focusing on SEGES and ABINC
企業の緑地創出と維持管理に関する第三者認証取得行動に関する研究 -SEGESとABINCを題材に-
(著者不明)
This study analyzes the factors driving corporate acquisition of third-party certifications (SEGES and ABINC) for green space creation and maintenance. It examines the impact of certification on corporate environmental management and social…
Peer-reviewed🇯🇵 JapanJournalJ-STAGE#ESGDOI
Understanding the Current Status and Challenges of SMEs' Efforts on the Sustainable Development Goals (SDGs)
中小企業による持続可能な開発目標(SDGs)の取り組み状況と課題の把握
(著者不明)
This paper aims to understand the current status and challenges of SMEs' efforts on the SDGs. Based on survey results, it clarifies the actual situation of SMEs towards achieving the SDGs and suggests the need for support measures.
Peer-reviewed🇯🇵 JapanJournalJ-STAGE#BiodiversityDOI
Research on Handling of Third-Party Certification Acquisition Facts Regarding Corporate Green Spaces in Corporate Information Disclosure
企業の情報開示における企業緑地に関する第三者認証取得事実の取り扱いに関する研究
(著者不明)
This paper studies how third-party certification of corporate green spaces should be handled in corporate information disclosure. It analyzes the role of such certification in environmental and integrated reports, offering suggestions for i…
Peer-reviewed🇯🇵 JapanJournalJ-STAGE#Disclosure InfrastructureDOI
Usefulness of Integrated Reports from the Perspective of Employees and Individual Shareholders
従業員と個人株主の観点による統合報告書の有用性
(著者不明)
This paper examines the usefulness of integrated reports from the perspectives of employees and individual shareholders. It analyzes how such reports contribute to their decision-making and suggests improvements for disclosure quality.
Peer-reviewedJournalJ-STAGE#ESGDOI
Possibilities and Challenges of Comparable ESG Evaluation
比較可能なESG評価の可能性と課題
(著者不明)
This paper examines the current state and challenges of comparability in ESG evaluation. It highlights issues such as inconsistent ratings due to lack of unified standards and increased corporate disclosure burden, while suggesting directio…
Peer-reviewed🇯🇵 JapanJournalJ-STAGE#ESGDOI
Corporate Social Responsibility Activities and Activities Related to Owner Companies
企業の社会的責任活動とオーナー企業に関する活動
(著者不明)
This paper discusses corporate social responsibility (CSR) activities and activities of owner companies, but no abstract is available, so specific contributions and findings are unknown.
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-reviewedJournalJ-STAGE#ESGDOI
Analysis of the Impact of CSR Activities on Stock Price Crashes
CSR活動が株価急落の際にもたらす影響の分析
(著者不明)
This study analyzes how corporate CSR activities influence stock price crash risk. Firms with stronger CSR performance may experience smaller declines during market downturns.
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…