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Fraud detection using fraud triangle risk factors

Author

Listed:
  • Shaio Yan Huang

    (National Chung Cheng University)

  • Chi-Chen Lin

    (National Taipei University of Business)

  • An-An Chiu

    (Feng Chia University)

  • David C. Yen

    (SUNY College at Oneonta)

Abstract

The objective of this study is to identify the financial statement fraud factors and rank the relative importance. First, this study reviews the previous studies to identify the possible fraud indicators. Expert questionnaires are distributed next. After questionnaires are collected, Lawshe’s approach is employed to eliminate these factors whose CVR (content validity ratio) values do not meet the criteria. Further, the remaining 32 factors are reviewed by experts to be the measurements suitable for the assessment of fraud detection. The Analytic Hierarchy Process (AHP) is utilized to determine the relative weights of the individual items. The result of AHP shows that the most important dimension is Pressure/Incentive and the least one is Attitude/rationalization. In addition, the top five important measurements are “Poor performance”, “The need for external financing”, “Financial distress”, “Insufficient board oversight”, and “Competition or market saturation”. The result provides a significant advantage to auditors and managers in enhancing the efficiency of fraud detection and critical evaluation.

Suggested Citation

  • Shaio Yan Huang & Chi-Chen Lin & An-An Chiu & David C. Yen, 2017. "Fraud detection using fraud triangle risk factors," Information Systems Frontiers, Springer, vol. 19(6), pages 1343-1356, December.
  • Handle: RePEc:spr:infosf:v:19:y:2017:i:6:d:10.1007_s10796-016-9647-9
    DOI: 10.1007/s10796-016-9647-9
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    as
    1. Hadani, Michael, 2012. "Institutional ownership monitoring and corporate political activity: Governance implications," Journal of Business Research, Elsevier, vol. 65(7), pages 944-950.
    2. Patricia M. Dechow & Richard G. Sloan & Amy P. Sweeney, 1996. "Causes and Consequences of Earnings Manipulation: An Analysis of Firms Subject to Enforcement Actions by the SEC," Contemporary Accounting Research, John Wiley & Sons, vol. 13(1), pages 1-36, March.
    3. Beaver, Wh, 1966. "Financial Ratios As Predictors Of Failure - Reply," Journal of Accounting Research, Wiley Blackwell, vol. 4, pages 123-127.
    4. Spathis, Charalambos & Doumpos, Michael & Zopounidis, Constantin, 2003. "Using client performance measures to identify pre-engagement factors associated with qualified audit reports in Greece," The International Journal of Accounting, Elsevier, vol. 38(3), pages 267-284.
    5. Fariborz Farahmand & Eugene H. Spafford, 2013. "Understanding insiders: An analysis of risk-taking behavior," Information Systems Frontiers, Springer, vol. 15(1), pages 5-15, March.
    6. Beaver, Wh, 1966. "Financial Ratios As Predictors Of Failure," Journal of Accounting Research, Wiley Blackwell, vol. 4, pages 71-111.
    7. Goldman, Eitan & Slezak, Steve L., 2006. "An equilibrium model of incentive contracts in the presence of information manipulation," Journal of Financial Economics, Elsevier, vol. 80(3), pages 603-626, June.
    8. Ronald C. Anderson & David M. Reeb, 2003. "Founding-Family Ownership and Firm Performance: Evidence from the S&P 500," Journal of Finance, American Finance Association, vol. 58(3), pages 1301-1327, June.
    9. James A. Millar & Fred C. Yeager, 2007. "The Recent Regulatory Response To Corporate Economic Crime In The United States: Observations And Comments," Economic Affairs, Wiley Blackwell, vol. 27(1), pages 39-43, March.
    10. Rajendra P. Srivastava & Theodore J. Mock & Jerry L. Turner, 2009. "Bayesian Fraud Risk Formula for Financial Statement Audits," Abacus, Accounting Foundation, University of Sydney, vol. 45(1), pages 66-87, March.
    11. Burns, Natasha & Kedia, Simi, 2006. "The impact of performance-based compensation on misreporting," Journal of Financial Economics, Elsevier, vol. 79(1), pages 35-67, January.
    12. Agrawal, Anup & Knoeber, Charles R. & Tsoulouhas, Theofanis, 2006. "Are outsiders handicapped in CEO successions?," Journal of Corporate Finance, Elsevier, vol. 12(3), pages 619-644, June.
    13. Stratopoulos, Theophanis C. & Vance, Tom W. & Zou, Xiorong, 2013. "Incentive effects of enterprise systems on the magnitude and detectability of reporting manipulations," International Journal of Accounting Information Systems, Elsevier, vol. 14(1), pages 39-57.
    14. Kothari, S.P. & Leone, Andrew J. & Wasley, Charles E., 2005. "Performance matched discretionary accrual measures," Journal of Accounting and Economics, Elsevier, vol. 39(1), pages 163-197, February.
    15. Fama, Eugene F & Jensen, Michael C, 1983. "Separation of Ownership and Control," Journal of Law and Economics, University of Chicago Press, vol. 26(2), pages 301-325, June.
    16. Howard Chivers & John A. Clark & Philip Nobles & Siraj A. Shaikh & Hao Chen, 2013. "Knowing who to watch: Identifying attackers whose actions are hidden within false alarms and background noise," Information Systems Frontiers, Springer, vol. 15(1), pages 17-34, March.
    17. K. Reddy & H. S. Venter & M. S. Olivier, 2012. "Using time-driven activity-based costing to manage digital forensic readiness in large organisations," Information Systems Frontiers, Springer, vol. 14(5), pages 1061-1077, December.
    18. DeAngelo, Harry & DeAngelo, Linda, 1990. "Dividend Policy and Financial Distress: An Empirical Investigation of Troubled NYSE Firms," Journal of Finance, American Finance Association, vol. 45(5), pages 1415-1431, December.
    19. Ronald C. Anderson & David M. Reeb, 2003. "Founding‐Family Ownership and Firm Performance: Evidence from the S&P 500," Journal of Finance, American Finance Association, vol. 58(3), pages 1301-1328, June.
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