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The First Sign: Detecting Future Financial Fraud From The Ipo Prospectus, Lisa Spadaccini Anderson
The First Sign: Detecting Future Financial Fraud From The Ipo Prospectus, Lisa Spadaccini Anderson
Graduate Theses and Dissertations
In this study, I examine whether it is possible to predict future financial statement fraud using disclosure content prior to the fraud. Specifically, I employ a machine learning algorithm to construct a unique measure based on the lexical cues embedded within a firm’s first public disclosure, the Management’s Discussion and Analysis section of the S-1 filing, during the Initial Public Offering process. I use this measure to predict whether a firm that is not already committing fraud will commit fraud within five years of the Initial Public Offering (IPO) that results in an Accounting or Enforcement Release (AAER). I find …
Does Assurance Matter? Evidence From U.S. Financial Institutions, Ashley Warwick Douglass
Does Assurance Matter? Evidence From U.S. Financial Institutions, Ashley Warwick Douglass
Graduate Theses and Dissertations
In this paper, I explore the determinants and consequences of the level of assurance that a bank selects. Using a sample of small, privately held U.S. (United States) financial institutions (banks), I find that two differing types of banks are more likely to purchase more assurance. First, larger banks that are experiencing growth purchase relatively more assurance than other banks. Second, more complex banks with lower returns on assets, losses, and higher leverage are more likely to purchase an audit than a lower level of assurance. This may indicate the influence of regulators on banks’ assurance purchasing decisions. I also …