Affiliation:
1. California State University, Fullerton
2. Montclair State University
Abstract
ABSTRACT
This study uses a decade of financial accounting data to examine if and how they depart from Benford's Law. Using a large sample of U.S. public companies, we conduct an analysis of the first-two digits of data items generally used in research to measure total accruals and discretionary accruals and where fraud, restatements, and enforcement actions are revealed. We break down a decade of data into six subperiods; pre-SOX Period (2001), SOX 1 Period (2002–2003), SOX 2 Period (2004–2006), SOX 3 Period (2007), Crisis 1 Period (2008), and Crisis 2 Period (2009–2010). We find different indicators of manipulation during the periods studied, as well as differences between small and big companies and companies audited by Big 4 and non-Big 4 firms.
Publisher
American Accounting Association
Subject
Computer Science Applications,Accounting
Reference80 articles.
1. Earnings versus capital ratios management: Role of bank types and SFAS No. 114;Alali;Review of Quantitative Finance and Accounting,2011
2. The effect of SOX internal control deficiencies and their remediation on accrual quality;Ashbaugh-Skaife;The Accounting Review,2008
3. Bae, G. S.,
Y. Hamo, and J. K.Kang.
2009. Bank Monitoring Incentives and Borrower Earnings Management: Evidence from the Japanese Banking Crisis of 1993–2002. Working paper, Korea University, University of Southern California, Nanyang Technological University, and Michigan State University.
4. The effect of audit quality on earnings management;Becker;Contemporary Accounting Research,1998
5. The law of anomalous numbers;Benford;Proceedings of the American Philosophical Society,1938
Cited by
21 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献