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.
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#Disclosure InfrastructureDOI
The Reality of Integrated Assurance and Challenges for Its Application to Integrated Reports
統合保証の実態と統合報告書への適用に向けた課題
(著者不明)
This paper examines the current state of integrated assurance—the assurance of integrated reports that combine financial and non-financial information—and identifies challenges in applying assurance practices to such reports. It discusses p…
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#Disclosure InfrastructureDOI
An Attempt to Analyze Value Creation Process Based on KPIs Described in Integrated Reports
統合報告書に記載されたKPIに基づく価値創造プロセス分析の試み
(著者不明)
This paper proposes a method to analyze corporate value creation processes using KPIs disclosed in integrated reports. Through case studies of Japanese companies, it reveals relationships among KPIs and their contribution to value creation.
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#Disclosure InfrastructureDOI
The actual state of integrated reporting in Japan and the potential for organizational transformation
わが国の統合報告の実態と組織変革の可能性
(著者不明)
This paper analyzes the current state of integrated reporting in Japan and explores the potential for organizational transformation. It examines the impact of integrated reporting on corporate sustainability and governance.
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#AI × ESGDOI
ESG Information Extraction from Integrated Reports Using LLM
LLMを用いた統合報告書からのESG情報抽出
(著者不明)
This paper proposes a method to automatically extract ESG-related information from integrated reports using large language models (LLMs). It enables efficient analysis of corporate disclosure data for ESG scoring and evaluation. The approac…
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#AI × ESGDOI
Automatic extraction of ESG-related information from integrated reports
統合報告書からのESG関連情報の自動抽出
(著者不明)
This paper proposes a method for automatically extracting ESG-related information from integrated reports. It leverages natural language processing and machine learning to efficiently collect and analyze corporate disclosure data, supportin…
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#Disclosure InfrastructureDOI
Current Status and Issues of IIRC Framework Research
IIRC フレームワーク研究の現状と課題
(著者不明)
This paper reviews the current state of research on the IIRC (International Integrated Reporting Council) framework, highlighting key issues and gaps. It analyzes the disconnect between theory and practice in integrated reporting and sugges…
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#ESGDOI
A study on sustainability initiatives in European luxury brand companies
欧州ラグジュアリーブランド企業における持続可能性への取組みに関する一考察
(著者不明)
This paper examines sustainability initiatives in European luxury brand companies. Although the abstract is unavailable, it likely includes case studies on environmental impact reduction and corporate social responsibility.
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 that incorporates interpretability. Using AI to analyze report content, it enhances transparency of assessment, aiming to improve the quality of corporate ESG disclos…
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#ESGDOI
Proposal of a Value Creation Story Analysis Framework for Business Model Transformation Program & Project Planning
ビジネスモデル変革プログラム&プロジェクト計画策定のための 価値創造ストーリー分析フレームワークの提案
(著者不明)
This paper proposes a value creation story analysis framework for planning business model transformation programs and projects, aiming to systematize value creation processes in integrated reporting and ESG disclosure.
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…