Detecting falsified financial statements: a comparative study using multicriteria analysis and multivariate statistical techniques
Falsifying financial statements involves the manipulation of financial accounts by overstating assets, sales and profit, or understating liabilities, expenses or losses. This paper explores the effectiveness of an innovative classification methodology in detecting firms that issue falsified financial statements (FFS) and the identification of the factors associated to FFS. The methodology is based on the concepts of multicriteria decision aid (MCDA) and the application of the UTADIS classification method (UTilites Additives DIScriminantes). A sample of 76 Greek firms (38 with FFS and 38 non-FFS) described over ten financial ratios is used for detecting factors associated with FFS. A jackknife procedure approach is employed for model validation and comparison with multivariate statistical techniques, namely discriminant and logit analysis. The results indicate that the proposed MCDA methodology outperforms traditional statistical techniques which are widely used for FFS detection purposes. Furthermore, the results indicate that the investigation of financial information can be helpful towards the identification of FFS and highlight the importance of financial ratios such as the total debt to total assets ratio, the inventories to sales ratio, the net profit to sales ratio and the sales to total assets ratio.
Volume (Year): 11 (2002)
Issue (Month): 3 ()
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- Zopounidis, Constantin & Doumpos, Michael, 1999. "A Multicriteria Decision Aid Methodology for Sorting Decision Problems: The Case of Financial Distress," Computational Economics, Society for Computational Economics, vol. 14(3), pages 197-218, December.
- Aasmund Eilifsen & Kjell Henry Knivsfla & Frode Saettem, 1999. "Earnings manipulation: cost of capital versus tax," European Accounting Review, Taylor & Francis Journals, vol. 8(3), pages 481-491.
- J. V. Hansen & J. B. McDonald & W. F. Messier, Jr. & T. B. Bell, 1996. "A Generalized Qualitative-Response Model and the Analysis of Management Fraud," Management Science, INFORMS, vol. 42(7), pages 1022-1032, July.
- Kahya, Emel & Theodossiou, Panayiotis, 1999. " Predicting Corporate Financial Distress: A Time-Series CUSUM Methodology," Review of Quantitative Finance and Accounting, Springer, vol. 13(4), pages 323-45, December.
- Boatsman, James R. & Moeckel, Cindy & Pei, Buck K. W., 1997. "The Effects of Decision Consequences on Auditors' Reliance on Decision Aids in Audit Planning," Organizational Behavior and Human Decision Processes, Elsevier, vol. 71(2), pages 211-247, August.
- Apostolos Ballas, 1994. "Accounting in Greece," European Accounting Review, Taylor & Francis Journals, vol. 3(1), pages 107-121.
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