Semantic Progression in Firm Disclosure: The Role of Accounting Conservatism

This study examines whether and how accounting conservatism influences managerial discretion over semantic progression in the Management’s Discussion and Analysis (MD&A) portion of 10-K filings. I utilize natural language processing techniques to capture circuitousness, a semantic progression measure that reflects whether the text in a document is “going in circles.” I find a significant negative association between conservatism and circuitousness. In the cross-sectional analysis, I find that the negative relationship is pronounced among firms with higher long-term debt and those operating in more competitive product markets. Additionally, I find that the timeliness of news recognition is less asymmetric among firms with more circuitous reports. Collectively, the results highlight the governance role of accounting conservatism, promoting transparent and reliable financial reporting.

Publication Details

Journal
Georgia State University Repository
Published
2025-07-15
DOI
https://doi.org/10.57709/g7vv-np17
Primary Topic
Auditing, Earnings Management, Governance
Type
article
Field-Weighted Citation Impact
0.00
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article

Semantic Progression in Firm Disclosure: The Role of Accounting Conservatism

Georgia State University Repository
Auditing, Earnings Management, Governance
article

Semantic Progression in Firm Disclosure: The Role of Accounting Conservatism

article en

Abstract

This study examines whether and how accounting conservatism influences managerial discretion over semantic progression in the Management’s Discussion and Analysis (MD&A) portion of 10-K filings. I utilize natural language processing techniques to capture circuitousness, a semantic progression measure that reflects whether the text in a document is “going in circles.” I find a significant negative association between conservatism and circuitousness. In the cross-sectional analysis, I find that the negative relationship is pronounced among firms with higher long-term debt and those operating in more competitive product markets. Additionally, I find that the timeliness of news recognition is less asymmetric among firms with more circuitous reports. Collectively, the results highlight the governance role of accounting conservatism, promoting transparent and reliable financial reporting.

Georgia State University Repository
Openalex Percentile: Top 37%
Auditing, Earnings Management, Governance
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