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 …

Measuring firm complexity

T Loughran, B McDonald - Journal of Financial and Quantitative …, 2024 - cambridge.org
In business research, firm size is both ubiquitous and readily measured. Complexity, another
firm-related construct, is also relevant, but difficult to measure and not well-defined. As a …

Management risk incentives and the readability of corporate disclosures

B Chakrabarty, A Seetharaman… - Financial …, 2018 - Wiley Online Library
Managers with higher risk incentives (greater options vega) issue less readable disclosures.
Firms in the top quartile of vega file annual reports that are about 15.4% more voluminous …

The roles of XBRL and processed XBRL in 10‐K readability

SF Cahan, S Chang, WZ Siqueira… - Journal of Business …, 2022 - Wiley Online Library
The size and composition of the 10‐K file have changed dramatically since the mandatory
adoption of XBRL. We re‐examine 10‐K file size as a readability proxy by decomposing 10 …

The complexity yield puzzle: A textual analysis of municipal bond disclosures

M Farrell, D Murphy, M Painter… - … Center for the Study of the …, 2023 - papers.ssrn.com
We study the effect of official statement textual complexity on municipal borrowing costs
(yield) through the clientele channel. Theoretically, complexity reduces signal quality for …

Automatic domain adaptation outperforms manual domain adaptation for predicting financial outcomes

M Sedinkina, N Breitkopf, H Schütze - arXiv preprint arXiv:2006.14209, 2020 - arxiv.org
In this paper, we automatically create sentiment dictionaries for predicting financial
outcomes. We compare three approaches:(I) manual adaptation of the domain-general …

[PDF][PDF] The University of Chicago

H Liu - United States, 2020 - knowledge.uchicago.edu
How should a monopolistic seller (she) sell an item to a buyer (he), when the buyer's later
demands are affected by the earlier allocations he receives? For example, consider an …

Causal Analysis of Stakeholder Interdependencies in 10-K Reports

I Luo, M Frank, SC Lera - Available at SSRN 4483287, 2023 - papers.ssrn.com
With rising political debates about the role of environmental, social, and corporate
governance (ESG), companies must rethink their prioritization of different stakeholder …

Credit risk modeling with graph machine learning

S Das, X Huang, S Adeshina, P Yang… - … Journal on Data …, 2023 - pubsonline.informs.org
Accurate credit ratings are an essential ingredient in the decision-making process for
investors, rating agencies, bond portfolio managers, bankers, and policy makers, as well as …

10‐K complexity, analysts' forecasts, and price discovery in capital markets

J Diaz, K Njoroge, PB Shane - Accounting & Finance, 2024 - Wiley Online Library
This paper examines the behaviour of stock prices and analysts' earnings forecasts
following firms' increasingly complex 10‐K filings. Our evidence suggests that greater …