[PDF][PDF] Textual analysis of corporate disclosures: A survey of the literature

F Li - Journal of accounting literature, 2010 - cuhk.edu.hk
Accounting is fundamentally about information. For instance, accountants aggregate
hundreds of economic transactions into net income, a summary measure of firm …

Natural language processing in accounting, auditing and finance: A synthesis of the literature with a roadmap for future research

IE Fisher, MR Garnsey… - Intelligent Systems in …, 2016 - Wiley Online Library
Natural language processing (NLP) is a part of the artificial intelligence domain focused on
communication between humans and computers. NLP attempts to address the inherent …

Textual analysis in accounting: What's next?

K Bochkay, SV Brown, AJ Leone… - Contemporary …, 2023 - Wiley Online Library
Natural language is a key form of business communication. Textual analysis is the
application of natural language processing (NLP) to textual data for automated information …

Deep learning for detecting financial statement fraud

P Craja, A Kim, S Lessmann - Decision Support Systems, 2020 - Elsevier
Financial statement fraud is an area of significant consternation for potential investors,
auditing companies, and state regulators. The paper proposes an approach for detecting …

Examining actual consumer usage of E-wallet: A case study of big data analytics

S Teng, KW Khong - Computers in Human Behavior, 2021 - Elsevier
A systematic review of previous mobile payment studies revealed that studies mainly
focused on consumer adoptions via conducting surveys, yet the low adoption of mobile …

Monetary policy uncertainty

L Husted, J Rogers, B Sun - Journal of Monetary Economics, 2020 - Elsevier
We construct a new measure of uncertainty about Federal Reserve policy actions and their
consequences, a monetary policy uncertainty (MPU) index. We evaluate the information …

Textual analysis in accounting and finance: A survey

T Loughran, B McDonald - Journal of Accounting Research, 2016 - Wiley Online Library
Relative to quantitative methods traditionally used in accounting and finance, textual
analysis is substantially less precise. Thus, understanding the art is of equal importance to …

Manager sentiment and stock returns

F Jiang, J Lee, X Martin, G Zhou - Journal of Financial Economics, 2019 - Elsevier
This paper constructs a manager sentiment index based on the aggregated textual tone of
corporate financial disclosures. We find that manager sentiment is a strong negative …

Going digital: Implications for firm value and performance

W Chen, S Srinivasan - Review of Accounting Studies, 2024 - Springer
We examine firm value and performance implications of the growing trend of nontechnology
companies engaging in activities relating to digital technologies. We measure digital …

Do corporate social responsibility reports convey value relevant information? Evidence from report readability and tone

S Du, K Yu - Journal of business ethics, 2021 - Springer
Corporate social responsibility (CSR) reporting is becoming mainstream, yet there is limited
research on whether and how CSR reports communicate value relevant information. We …