Can financial ratios detect fraudulent financial reporting?
- 1 January 2004
- journal article
- Published by Emerald in Managerial Auditing Journal
- Vol. 19 (1), 15-28
- https://doi.org/10.1108/02686900410509802
Abstract
Fraudulent financial reporting is a matter of grave social and economic concern. The Treadway Commission recommended that the Auditing Standards Board require the use of analytical procedures to improve the detection of fraudulent financial reporting. This is an exploratory study to determine if financial ratios of fraudulent companies differ from those of nonfraudulent companies. Fraudulent firms were identified by examining the SEC's Accounting and Auditing Enforcement Releases issued between 1982 and 1999. The fraudulent firms (n=79) were then matched with nonfraudulent firms on the basis of firm size, time period, and industry. Using this matched‐pairs design, ratio analysis for a seven‐year period (i.e. the fraud year −/+ 3 years) was conducted on 21 ratios. Overall, 16 ratios were found to be significant. Of these, only three ratios were significant for three time periods. Of the 16 statistically significant ratios, only five were significant during the period prior to the fraud year. Using discriminant analysis, misclassifications for fraud firms ranged from 58 percent to 98 percent. These results provide empirical evidence of the limited ability of financial ratios to detect and/or predict fraudulent financial reporting.Keywords
This publication has 11 references indexed in Scilit:
- Using Financial Statement Data To Identify Factors Associated With Fraudulent Financial ReportingJournal of Applied Business Research (JABR), 2011
- Changing the model for prevention and detection of fraudManagerial Auditing Journal, 1995
- The Predictive Power of Limited Information in Preliminary Analytical Review: An Empirical StudyJournal of Accounting Research, 1979
- The hierarchical classification of financial ratiosJournal of Business Research, 1975
- THE STABILITY OF FINANCIAL PATTERNS IN INDUSTRIAL ORGANIZATIONSThe Journal of Finance, 1973
- The Stability of Financial Patterns in Industrial OrganizationsThe Journal of Finance, 1973
- FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCYThe Journal of Finance, 1968
- Financial Ratios, Discriminant Analysis and the Prediction of Corporate BankruptcyThe Journal of Finance, 1968
- Estimation of Error Rates in Discriminant AnalysisTechnometrics, 1968
- Estimation of Error Rates in Discriminant AnalysisTechnometrics, 1968