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Renovation in environmental, social and governance (ESG) research: the application of machine learning
Purpose Environmental, social and governance (ESG) factors have become increasingly
important in investment decisions, leading to a surge in ESG investing and the rise of …
important in investment decisions, leading to a surge in ESG investing and the rise of …
The role of information in building a more sustainable economy: A supply and demand perspective
Interest in sustainability information, from investors, managers, researchers, and others, has
been expanding rapidly. We discuss recent advances and open questions related to …
been expanding rapidly. We discuss recent advances and open questions related to …
ESG performance and analyst recommendations: evidence from sustainability analysts in the Chinese market
S Chen, M Cheng, Y Luo, A Tsang - Journal of Accounting Literature, 2024 - emerald.com
Purpose In this study, we examine the influence of a firm's environmental, social, and
governance (ESG) performance on analysts' stock recommendations and earnings forecast …
governance (ESG) performance on analysts' stock recommendations and earnings forecast …
ESG Ratings and Dividend Changes: Evidence From the Initiation of Nonfinancial Agency Coverage
A Tsang, Y Wang, Y **ang, L Yu - Corporate Governance: An …, 2024 - Wiley Online Library
ABSTRACT Research Question/Issue This paper examines whether the coverage of
nonfinancial rating (NFR) agencies affects corporate dividend policy. Research …
nonfinancial rating (NFR) agencies affects corporate dividend policy. Research …
Big Data and Machine Learning in ESG Research*
K Li - Asia‐Pacific Journal of Financial Studies, 2024 - Wiley Online Library
The wide applications of machine learning techniques to big data allow researchers to dig
deep into novel large‐scale data sets, such as job postings, earnings calls, and news …
deep into novel large‐scale data sets, such as job postings, earnings calls, and news …
Mandatory CSR Reporting in Europe: A Textual Analysis of Firms' Climate Disclosure Narratives
We use innovations in machine learning and natural language processing (NLP) to develop
a comparable measure of firms' climate reporting narratives. Specifically, we combine large …
a comparable measure of firms' climate reporting narratives. Specifically, we combine large …
ESG disclosures in private equity fund filings and fundraising outcomes
We use a large language model to identify Environmental, Social, and Governance (ESG)
disclosures in private equity (PE) advisers' regulatory filings and examine the association …
disclosures in private equity (PE) advisers' regulatory filings and examine the association …
Picturing success: The informational role of visual cues in initial coin offerings
Visual cues are increasingly used in financial disclosures to improve information
dissemination. While prior research has primarily focused on the informational value of …
dissemination. While prior research has primarily focused on the informational value of …
The Impact of Mandatory Sustainability Reporting on Institutional Investment: The Role of Reporting Location
We investigate whether foreign institutional investors respond to the sustainability
disclosures mandated by the EU's Non-financial Reporting Directive, and whether …
disclosures mandated by the EU's Non-financial Reporting Directive, and whether …
Disclosure Regulation and ESG Transparency
CL Donau, MA Müller - 2025 - papers.ssrn.com
Regulators around the globe are implementing disclosure regulation to improve
transparency on ESG (environmental, social, and governance) issues. At the same time …
transparency on ESG (environmental, social, and governance) issues. At the same time …