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Qualitative Disclosure and Changes in Sell‐Side Financial Analysts' Information Environment

Contemporary Accounting Research 2015 32(4), 1595-1616
Abstract We examine a routine and timely disclosure, earnings press releases, to determine the extent to which several novel qualitative elements of such disclosures are associated with changes in sell‐side financial analysts' information environment. Using a comprehensive set of GARCH‐based (generalized autoregressive conditional heteroscedasticity) proxies, we examine how disclosure readability's components, across‐document textual similarity, and within‐document lexical diversity alter analysts' information environment. We find that readability in the form of shorter sentences, textual similarity, and lexical diversity are strongly related to decreases in analysts' uncertainty. Further, shorter sentences and lexical diversity improve both public and private information precision, whereas similarity affects solely analysts' private information precision. While the GARCH ‐based proxies allow us to alleviate concerns regarding potentially spurious inferences (Sheng and Thevenot 2012), we note as a caveat that such an estimation restricts our inferences to large, stable, and heavily followed firms. These findings should be of interest to analysts who may wish to explore the latent information contained within the qualitative elements of disclosure, regulators who direct the form and content of disclosure, and academics who study the use (and possible misuse) of various forms of information and its presentation.

Management earnings forecasts and other forward-looking statements

Journal of Accounting and Economics 2018 65(1), 1-20
We identify forward-looking statements (FLS) in firms’ disclosures to distinguish between “forecast-like” (quantitative statements about earnings) and “other”, or non-forecast-like, FLS. We show that, like earnings forecasts, other FLS generate significant investor and analyst responses. Unlike earnings forecasts, other FLS are issued more frequently when uncertainty is higher. We then show that earnings-related FLS are more sensitive to uncertainty than quantitative statements, suggesting that managers are more likely to alter the content than the form of FLS when uncertainty is higher. Our study indicates that incorporating other FLS into empirical measures provides a more comprehensive proxy for firms’ voluntary disclosures.

What Do Management Earnings Forecasts Convey About the Macroeconomy?

Journal of Accounting Research 2013 51(2), 225-266 open access
ABSTRACT We decompose quantitative management earnings forecasts into macroeconomic and firm‐specific components to determine the extent to which voluntary disclosure provided by management has macroeconomic information content. We provide evidence that the forecasts of bellwether firms, which are defined as firms in which macroeconomic news explains the greatest amount of variation in the forecasts, provide timely information to the market about the macroeconomy when bundled with earnings announcements. Further, we show that bellwether firms provide timely information about both industry‐specific events and broader economic events. Finally, we document that the macroeconomic news in individual forecasts is more pronounced for bad news and point forecasts.

Corporate Loan Securitization and the Standardization of Financial Covenants

Journal of Accounting Research 2018 56(1), 45-83 open access
ABSTRACT We examine whether syndicated loans securitized through collateralized loan obligations (CLOs) have more standardized financial covenants. We proxy for the standardization of covenants using the textual similarity of their contractual definitions. We find that securitized loans are associated with higher covenant standardization than nonsecuritized institutional loans. In addition, we show that CLOs with more diverse or frequently rebalanced portfolios are more likely to purchase loans with standardized covenants, potentially because standardization alleviates information processing costs related to loan monitoring and screening. We also document that covenant standardization is associated with greater loan and CLO note rating agreement between credit rating agencies, further supporting the relation between lower information costs and covenant standardization. Overall, our study provides evidence that loan securitization is related to the design of standardized financial covenants.

Distribution channels of analyst research: new evidence

Review of Accounting Studies 2025 30(4), 3421-3463 open access
Abstract The channels through which analyst research data are distributed are complex. The I/B/E/S database is the dominant source for analyst earnings estimates for academics, but there are numerous other channels, some of which are cost prohibitive for many investors. We describe the distribution of analyst research and examine whether a high-cost alternative distribution channel, TR Research, is characterized by higher quality estimates than those available from I/B/E/S. We examine analyst forecast accuracy, bias, and informativeness and find that TR Research estimates are more accurate and less biased than estimates exclusively distributed via I/B/E/S. We further find that TR Research estimates are associated with greater market reaction and lower information asymmetry, consistent with the higher quality of these estimates. Our study highlights differences in brokerage and analyst incentives regarding research distribution and documents a specific setting where a subset of investors pays for access to superior analyst research.

Securities Law Expertise and Corporate Disclosure

The Accounting Review 2019 94(4), 141-172
ABSTRACT We examine whether securities lawyers involved in SEC comment letter inquiries act as client advocates by resisting disclosure changes or as gatekeepers by encouraging disclosure transparency. Consistent with an advocacy role, we find that securities lawyers' involvement in SEC comment letters is associated with resisting disclosure inquiries through redacting information from filings and issuing fewer amendments to previous disclosures. Our evidence also supports the view that the role of securities lawyers extends beyond the specific inquiry; their involvement is associated with improved readability and more cautionary language in the subsequent 10-K, and fewer future restatements and comment letters. Last, we find that securities lawyers serve more of an advocacy role when proprietary costs are high and when the inquiry involves a possible amendment, but more of a gatekeeper role when an inquiry is more complex. JEL Classifications: M41