Araştırma Makalesi

IS BENFORD’S LAW EFFECTIVE IN FRAUD DETECTION FOR EXPENSE CYCLE?

Cilt: 42 Sayı: 2 31 Aralık 2020
  • Emre Ergin *
  • İlkay Ejder Erturan
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EN

IS BENFORD’S LAW EFFECTIVE IN FRAUD DETECTION FOR EXPENSE CYCLE?

Öz

Despite measures taken by firms to prevent fraud, it has been found in recent studies that losses derived from fraudulent activities are increasing on a global basis. International standards on auditing do not define which analytical approaches and technological tools to be used in performing audit. Decisions are left on the auditor’s judgment. Auditors try to use digital techniques to deal with mass data sets generated by firms. Academic research may mislead practitioners as controversial outcomes exist in literature concerning empirical research. Benford’s Law (BL) is one of the methods used frequently in digital analysis. Although some researchers defend the use of BL in audit, especially in fraud detection, this paper disputes its effectiveness for expense cycle. Different firm’s data are tested to conclude that the use of BL is not appropriate for expense items. The reasons of this deficiency are explained in this paper.

Anahtar Kelimeler

Kaynakça

  1. ACFE (2020). Report to the Nations: 2020 Global Study on Occupational Fraud and Abuse. Austin, USA: Association of Certified Fraud Examiners. Retrieved from https://acfepublic.s3-us-west-2.amazonaws.com/2020-Report-to-the-Nations.pdf
  2. BAMEY, B.B., Schulzke, K.S. (2016). Moderating “Cry Wolf ” events with excess MAD in Benford’s law research and practice, Journal of Forensic Accounting Research, 1(1): A66–A90. https://doi.org/10.2308/jfar-51622
  3. BEARDSLEY, E.L., Lassila, D.R., Omer, T.C. (2018). How Do Audit Offices Respond to Audit Fee Pressure? Evidence of Increased Focus on Nonaudit Services and their Impact on Audit Quality, Contemporary Accounting Research, 36(2): 999-1.027. https://doi.org/10.1111/1911-3846.12440
  4. BELLA, B., Eloff, J.H., Olivier, M.S. (2009). A fraud management system architecture for next-generation networks, Forensic Science International, 185(1): 51-58. DOI:10.1016/j.forsciint.2008.12.013
  5. BENFORD, F. (1938). The law of anomalous numbers, Proceedings of the American Philosophical Society, 78(4): 551-572.
  6. Bhattacharya, S., Xu, D., Kumar, K. (2011). An ANN-based auditor decision support system using Benford’s law, Decision Support Systems, 50(3): 576–584. DOI:10.1016/j.dss.2010.08.011
  7. Busta, B., Weinberg, R. (1998). Using Benford’s law and neural networks as a review procedure, Managerial Auditing Journal, 13(6): 356-366. https://doi.org/10.1108/026.869.09810222375
  8. Carslaw, C. (1988). Anomalies in income numbers: Evidence of goal oriented behavior, The Accounting Review, 63(2): 321-327.

Ayrıntılar

Birincil Dil

İngilizce

Konular

-

Bölüm

Araştırma Makalesi

Yazarlar

İlkay Ejder Erturan Bu kişi benim
0000-0003-2478-5634
Türkiye

Yayımlanma Tarihi

31 Aralık 2020

Gönderilme Tarihi

30 Temmuz 2020

Kabul Tarihi

29 Kasım 2020

Yayımlandığı Sayı

Yıl 2020 Cilt: 42 Sayı: 2

Kaynak Göster

APA
Ergin, E., & Erturan, İ. E. (2020). IS BENFORD’S LAW EFFECTIVE IN FRAUD DETECTION FOR EXPENSE CYCLE? Marmara Üniversitesi İktisadi ve İdari Bilimler Dergisi, 42(2), 316-326. https://doi.org/10.14780/muiibd.854444
AMA
1.Ergin E, Erturan İE. IS BENFORD’S LAW EFFECTIVE IN FRAUD DETECTION FOR EXPENSE CYCLE? Marmara Üniversitesi İktisadi ve İdari Bilimler Dergisi. 2020;42(2):316-326. doi:10.14780/muiibd.854444
Chicago
Ergin, Emre, ve İlkay Ejder Erturan. 2020. “IS BENFORD’S LAW EFFECTIVE IN FRAUD DETECTION FOR EXPENSE CYCLE?”. Marmara Üniversitesi İktisadi ve İdari Bilimler Dergisi 42 (2): 316-26. https://doi.org/10.14780/muiibd.854444.
EndNote
Ergin E, Erturan İE (01 Aralık 2020) IS BENFORD’S LAW EFFECTIVE IN FRAUD DETECTION FOR EXPENSE CYCLE? Marmara Üniversitesi İktisadi ve İdari Bilimler Dergisi 42 2 316–326.
IEEE
[1]E. Ergin ve İ. E. Erturan, “IS BENFORD’S LAW EFFECTIVE IN FRAUD DETECTION FOR EXPENSE CYCLE?”, Marmara Üniversitesi İktisadi ve İdari Bilimler Dergisi, c. 42, sy 2, ss. 316–326, Ara. 2020, doi: 10.14780/muiibd.854444.
ISNAD
Ergin, Emre - Erturan, İlkay Ejder. “IS BENFORD’S LAW EFFECTIVE IN FRAUD DETECTION FOR EXPENSE CYCLE?”. Marmara Üniversitesi İktisadi ve İdari Bilimler Dergisi 42/2 (01 Aralık 2020): 316-326. https://doi.org/10.14780/muiibd.854444.
JAMA
1.Ergin E, Erturan İE. IS BENFORD’S LAW EFFECTIVE IN FRAUD DETECTION FOR EXPENSE CYCLE? Marmara Üniversitesi İktisadi ve İdari Bilimler Dergisi. 2020;42:316–326.
MLA
Ergin, Emre, ve İlkay Ejder Erturan. “IS BENFORD’S LAW EFFECTIVE IN FRAUD DETECTION FOR EXPENSE CYCLE?”. Marmara Üniversitesi İktisadi ve İdari Bilimler Dergisi, c. 42, sy 2, Aralık 2020, ss. 316-2, doi:10.14780/muiibd.854444.
Vancouver
1.Emre Ergin, İlkay Ejder Erturan. IS BENFORD’S LAW EFFECTIVE IN FRAUD DETECTION FOR EXPENSE CYCLE? Marmara Üniversitesi İktisadi ve İdari Bilimler Dergisi. 01 Aralık 2020;42(2):316-2. doi:10.14780/muiibd.854444