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.
PreprintSSRN#Disclosure Infrastructure
Mandatory Sustainability (ISSB) Reporting: Early Evidence from ...
(著者不明)
This paper provides early empirical evidence on mandatory sustainability reporting under IFRS S1 and S2. It analyzes disclosure quality and market impact, assessing the effectiveness of the regulation.
PreprintSSRN#Scope 3
The Informativeness of Scope 3 Emissions Disclosures in Australia ...
(著者不明)
This paper assesses the informativeness of Scope 3 emissions disclosures by listed companies in Australia and New Zealand from 2020 to 2023. It examines whether these disclosures provide decision-useful information for investors and identif…
PreprintSSRN#Carbon Accounting
Carbon Accounting Quality: Measurement and the Role of Assurance
(著者不明)
This paper examines whether external assurance improves the quality of firms' carbon accounting. The authors develop a novel measure of carbon accounting quality and empirically assess the effectiveness of assurance in enhancing it.
PreprintSSRN#Scope 3
Scope 3 Emissions Disclosure and Supply Chain Decarbonization
(著者不明)
This study empirically demonstrates that customer Scope 3 emissions disclosures are systematically associated with supplier emissions reductions, providing evidence for the role of disclosure in supply chain decarbonization.
Preprint🇺🇸 USASSRN#Carbon Accounting
E-ledgers Carbon Accounting by Robert S. Kaplan, Karthik Ramanna
(著者不明)
This paper proposes a novel carbon accounting method using electronic ledgers (e-ledgers). It addresses limitations of traditional carbon accounting, offering a framework for more accurate and transparent emission measurement. Published as …
PreprintSSRN#Scope 3
A Multi-Tier Methodology for Scope 3 Emissions Accounting in ...
(著者不明)
This paper proposes a novel multi-tier methodology for Scope 3 emissions accounting that addresses the limitations of traditional approaches by integrating secondary data and supply chain network analysis. The method enables more accurate e…
PreprintSSRN#AI × ESG
Large Language Models and Stock Investing: Is the Human Factor ...
(著者不明)
This study explores the application of large language models (LLMs) in finance, particularly for stock prediction and ESG evaluation. It compares human judgment with LLM-based analysis, examining the impact on investment performance.
PreprintSSRN#AI × ESG
Artificial Intelligence-driven corporate finance: enhancing efficiency ...
(著者不明)
This paper proposes AI-driven methods in corporate finance to enhance governance and sustainability practices. It demonstrates how AI can automate ESG evaluation and disclosure, strengthening corporate sustainability efforts.
PreprintSSRN#AI × ESG
Harnessing large language models for ESG analysis: Evaluating ...
(著者不明)
This study systematically assesses corporate ESG performance using large language models (LLMs) and examines its relationship with stock prices. It demonstrates the applicability of LLMs in ESG analysis.
PreprintSSRN#Transition Finance
Increasing bankability, phasing out carbon investments and funding ...
(著者不明)
This paper presents a taxonomy that forms the basis for policy recommendations to increase the bankability of not-yet-bankable firms and projects. The taxonomy is designed to help phase out carbon investments and facilitate funding for deca…
PreprintSSRN#Carbon Accounting
Do Firms Manipulate their Carbon Emissions Reporting?
(著者不明)
This paper documents that firms underreport their carbon emissions following high-profile climate controversies specific to the firm. It raises concerns about the reliability of self-reported emissions data and suggests potential greenwashi…
PreprintSSRN#Disclosure Infrastructure
Transparency Without Transformation? The Disclosure-Performance ...
(著者不明)
This paper critically examines the link between mandatory disclosure and environmental performance, finding that disclosure alone does not guarantee sustainability or accountability. It highlights the need for better design of reporting fra…
PreprintSSRN#ESG
Mandatory Disclosure and ESG Profiles: Evidence from the Smaller ...
(著者不明)
This paper empirically examines how mandatory disclosure regulations affect firms' ESG profiles. It highlights that ESG scores are sensitive to disclosure quality and data availability, and shows the impact of disclosure mandates on smaller…
PreprintSSRN#Disclosure Infrastructure
Trust and Credibility in Sustainability Reporting
(著者不明)
This paper highlights that, unlike financial statements, ESG disclosures rely on scientific measurements and third-party data, raising issues of trust and credibility. Using greenhouse gas inventories as an example, it proposes frameworks t…
PreprintSSRN#Carbon Accounting
On the Importance of Assurance in Carbon Accounting
(著者不明)
This paper finds that firms obtaining assurance for their carbon accounting report on average 9.5% higher Scope 1 carbon intensity and 13.7% higher Scope 1 absolute emissions, suggesting that assurance may lead to more complete reporting.
PreprintSSRN#Disclosure Infrastructure
The Sustainability Reporting Landscape in Kenya
(著者不明)
This paper describes the sustainability reporting landscape in Kenya, with mandatory GHG reporting deadlines: Scope 1 and 2 by 2027 and Scope 3 by 2029. It also mentions alignment initiatives in Nairobi.
PreprintSSRN#ESG
From Policy to Practice: Unpacking Australia's 2025 ESG Reporting ...
(著者不明)
This paper analyzes Australia's 2025 ESG reporting legislation, which mandates large entities to disclose climate-related risks, greenhouse gas emissions, and transition strategies. It unpacks the policy framework and discusses practical im…
PreprintSSRN#Disclosure Infrastructure
Towards Credible GHG Reporting: The Role of GHG Assurance and ...
(著者不明)
This study finds that the negative association between GHG emissions and firm value is mitigated when emissions disclosures are assured. It highlights the role of assurance in enhancing the credibility of GHG reporting and its impact on mar…
PreprintSSRN#Transition Finance
Navigating the Green Shift - Hong Kong Academy of Finance
(著者不明)
This paper discusses the paramount importance of transition finance in enabling a broad and resilient decarbonization pathway towards net zero emissions across all economic sectors, focusing on financing mechanisms for the green transition.
Preprint🇪🇺 EuropeSSRN#Transition Finance
Paris-Aligned Benchmarks: Does decarbonisation deliver return or ...
(著者不明)
This study constructs a unique dataset of EU Climate Benchmarks, covering $264 billion as of December 2025. It analyzes the performance of Paris-Aligned Benchmarks and examines whether decarbonization delivers returns or trade-offs for inve…