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A plain English measure of financial reporting readability

Journal of Accounting and Economics 2017 63(2-3), 329-357 open access
We propose a new measure of readability, the Bog Index, which captures the plain English attributes of disclosure (e.g., active voice, fewer hidden verbs, etc.). We validate this measure using a series of controlled experiments and an archival-based regulatory intervention to prospectus filing readability. We also demonstrate the importance of understanding the underlying drivers of quantity-based measures of readability. In particular, we caution researchers that a vast amount of the variation in Form 10-K file size over time is driven by the inclusion of content unrelated to the underlying text in the 10-K (e.g., HTML, XML, PDFs).

Wearing out the Watchdog: The Impact of SEC Case Backlog on the Formal Investigation Process

The Accounting Review 2024 99(1), 81-104
ABSTRACT We examine a comprehensive set of investigations by the SEC’s Division of Enforcement offices to provide evidence on the consequences of these office’s busyness on the formal investigation process. We find that higher office case backlog decreases the likelihood of an investigation into a restating firm. Our results show no evidence that higher backlogs affect the SEC’s ability to pursue cases involving revenue recognition issues and high insider trading, which is consistent with the agency’s stated priorities. But our findings indicate that busy SEC offices are less likely to pursue cases with the largest shareholder losses, which is inconsistent with SEC priorities. Backlog also impacts pursued investigations, leading to more prolonged investigations, a lower Accounting and Auditing Enforcement Releases likelihood, and smaller SEC penalties. Our evidence suggests that busyness undermines the SEC’s investigation process. JEL Classifications: G18; G38; K42; M41.

Curbing Enthusiasm: Media Sentiment and the Disciplining Role of Quarterly Earnings Announcements

The Accounting Review 2023 98(7), 315-345
ABSTRACT A longstanding literature suggests that earnings provide the market with relevant information about firm performance, but one often overlooked benefit is their role in disciplining market expectations. This study examines the role of earnings announcements in constraining potential mispricing associated with firm-specific media sentiment. We show that media sentiment-driven quarterly returns (orthogonal to risk factors and fundamental news) largely reverse when public earnings are released. Our results suggest that quarterly earnings announcements play an important role in reducing media sentiment-related mispricing. Data Availability: Data are available from the public sources cited in the text. JEL Classifications: G14; L82; M41.