Fraud diamond and fraudulent financial reporting in the Nigeri-an banking industry
Keywords:
Fraud diamond, fraudulent financial reporting, fraud triangle, Accrual Earning Management, Real earnings Management, NigeriaAbstract
The study investigated the relationship between fraud diamonds and fraudulent financial reporting (FFR) in the Nigerian banking industry. The study's three specific objectives are to determine the relationship between financial target and FFR, the relationship between external pressure and FFR, and the relationship between opportunity and FFR. The dimensions of fraud diamond are the financial target, external pressure, opportunity, rationalisation, and capability, with institutional ownership as a control variable. At the same time, the measures for FFR are Real earnings Management (REM) and Accrual Earning Management (AEM). The study used an ex-post facto research design, and the population consists of thirteen (13) Deposit Money Banks (DMBs) listed on the Nigeria Stock Exchange from 2018 to 2019. Multiple regression analysis and descriptive statistics were adopted to analyse the secondary data collected using E-VIEW version 12. The findings show from the empirical evidence that external pressure is significantly related to REM and AEM, but only financial target is significantly related to REM. External pressure, rationalisation, opportunity capability, and institutional ownership are insignificantly associated with REM and AEM, but only financial targets are insignificantly related to AEM. The study implies that it will help management detect and prevent fraud in the Nigerian banking industry. Therefore, the study recommends that management give their staff realistic financial targets that are achievable to reduce excessive pressure. The study concludes that the quest for a high level of financial performance management leads to pressure and has been proven to be a motivating force that has caused individuals to commit fraud in the bank.
References
Abdullahi, R., & Mansor, N. (2015). Fraud triangle theory and fraud diamond theory. Understanding the convergent and divergent for future research. International Journal of Academic Research in Accounting. Finance and Management Sciences, 5(4), 38-45.
Achmad, T., & Pamungkas, I.D. (2018). Fraudulent financial reporting based of fraud diamond theory: A study of the banking sector in Indonesia. Jurnal Ilmiah Akuntansi Fakultas Ekonomi, 4(2), 135-150.
Aghghaleh,S.F., Mohamed, Z.M., & Rahmat, M.M.(2016). Detecting financial statement frauds in Malaysia: Comparing the abilities of Beneish and Dechow Models. Asian Journal of Accounting and Governance,7, 57-65.
Ahmed, A., & Duellman, S. (2011). Evidence on the role of accounting conservatism in monitoring managers' investment decision. Accounting and Finance, 51(3), 6090-6633.
Akram, M. W., Hafeez, M., Kaium, M. A., Zahan, I., Ahmed, D., Salahodjaev, R. (2023). Eco-innovation and Environmental Entrepreneurship: Steps towards Business Growth. Environmental Science and Pollution Research, 30, 63427–63434. https://doi.org/10.1007/s11356-023-26680-4
Alabi, A.T.(2020). Corporate governance mechanisms and financial reporting timeliness: Evidence from listed insurance Ccmpanies in Nigeria (Doctoral dissertation, Kwara State University (Nigeria)).
Albizri, A., Appelbaum, D., & Rizzotto, N. (2019). Evaluation of financial statements fraud detection research: a multi-disciplinary analysis. International Journal of Disclosure and Governance, 16, 206-241. https://doi.org/10.1057/s41310-019-00067-9.
Amara, I., Amar, A. B., & Jarboui, A. (2013). Detection of fraud in financial statement: French companies as a case study. International Journal of Academic Research in Accounting, Finance and Management Sciences, 3(3), 40-45.
Anichebe, A.S., Agbomah, D.J., & Agbagbara, E.O.(2019). Determinants of financial statement fraud likelihood in listed firms. Journal of Accounting and Financial Management, 5(2),1-9.
Arfiyadi, I. A.(2016). The detection of fraudulent financial statement with fraud diamond analysis. Accounting Analysis Journal, 5(3), 173-181.
Ashafoke, T. & Aderin, A.(2023). Do politically connected directors affect fraudulent financial reporting? Evidence from Nigeria listed firms. The Journal of Accounting and Management, 13(1),89-103.
Asiati M, (2023) Evaluation of teachers’ job performance, appraisal and motivation in some selected secondary schools in Kampala, Uganda. IAA Journal of Education,9(1),11-6.
Badawi, A.B., 2023. The business judgment rule. Available at SSRN 4465571. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4465571(Accessed 20th January, 2024)
Barzinji, Z.A.Q., Yusoff, W.S., Shukeri, S.N., Rosbi, M.S.M., Salleh, M.F.M., Khudhur, H.A.& Qader, B.M.(2023). April. Proactive fraud audit on fraud prevention: Revisiting the literature. In AIP Conference Proceedings (Vol. 2544, No. 1). AIP Publishing.
Beiner, S., Drobetz, W., Schmid, F., & Zimmermann, H. (2004). Is board size an independent corporate governance mechanism? Kyklos, 57(3), 327-356.
Beneish, M. D. (1997). Detecting GAAP violation: Implications for assessing earnings management among firms with extreme financial performance. Journal of accounting and public policy, 16(3),271-309.
Beneish, M. D. (2001). Earnings management: A perspective. Managerial Finance, 27(12), 3-17.
Beneish, M. D.(1999b). The detection of earnings manipulation. Financial Analysts Journal,24-36.
Beneish, M., Lee, C., & Nichols, D. C. (2012). Fraud detection and expected returns.
Beneish, M.D. (1999a). Incentives and penalties related to earnings overstatements that violate GAAP. The Accounting Review, 74(4),425-457.
Bhavani, G., & Amponsah, C.T. (2017). M-Score and z-Score for detection of accounting fraud. Accountancy Business and the Public Interest, 68-86.
Chen, H.C., Chiang, H.T. & Voren, D.(2023). The Impact of the COVID-19 pandemic on quality of financial reports. Journal of Applied Finance & Banking, 13(4),1-29.
Chen, S. (2016). Detection of fraudulent financial statements using the hybrid data mining approach. SpringerPlus,5, 2-16.
Choi, J.H. and Gipper, B., 2024. Fraudulent financial reporting and the consequences for employees. Journal of Accounting and Economics, 78(1), p.101673.
Cornett, M. M., Marcus, A. J., Saunders, A., & Tehranian, H. (2007). The impact of institutional ownership on corporate operating performance. Journal of Banking & Finance, 31(6), 1771-1794.
Cressey, D. (1953). Other people’s money: A study in the social physiology of embezzlement. IL: Free Press.
Cucari, N., Simoni, M. & Renzi, A.(2023). Board of directors' configurations and the performance of banks: lessons learned from the global financial crisis. International Journal of Business Governance and Ethics, 17(3), 223-245.
Dechow, P., Sloan, R., & Sweeney, A. (1995). Detecting earnings management. The Accounting Review, 70(2), 193-225.
Drábková, Z. (2014). Possibilities of identifying manipulated financial statements. Paper presented at the International Scientific Conference INPROFORUM, České Budějovice, 135-140
Emeka, O.(2023). Effect of bankruptcy risk on value of conglomerate firms in Nigeria. International Journal of Economics, Business and Management Studies, 10(1), 10-19.
Franceschetti, B. M., & Koschtial, C. (2012). Do bankrupt companies manipulate earnings more than the non-bankrupt ones?. Retrieved December 28, 2020, from https://www.aabri.com/manuscripts/121426.pdf.
García-Lara, J. M., Garcia-Osma, B., & Penalva, F. (2010). Conditional conservatism and firm investment efficiency (Working Paper). Universidad Carlos III de Madrid, Madrid.
Handoko, L.B & Natasya(2019). Fraud Diamond Model for Fraudulent Financial Statement Detection. International Journal of Recent Technology and Engineering, 8(3)6865-6872.
Husmawati, P., Septriani, Y., Rosita, I., & Handayani, D. (2017). Fraud pentagon analysis in assessing the likelihood of fraudulent financial statement (study on manufacturing firms listed in Bursa Efek Indonesia period 2013-2016). International Conference of Applied Science on Engineering, Business, Linguistics and Information Technology, 45-51.
Ibrani,E.Y., Faisal, F., & Handayani,Y.D. (2019).Determinant of non-GAAP earnings management practices and its impact on firm value. Cogent Business & Management, 6(1), 1-17. https://doi.org/10.1080/23311975.2019.1666642
Imagbe, V.U., Abiloro,T.O., Saheed, G.A.(2019). Fraud diamond and financial crimes in Nigerian banking industries. International Journal of Academic Research in Accounting, Finance and Management Sciences, 9(4),294-303.
Indarto, S. L., & Ghozali, I. (2016). Fraud diamond: Detection analysis on the fraudulent financial reporting. Risk Governance & Control: Financial Markets & Institutions,6(4),116-123.
Irwandi, S.A., Ghozali, I., Faisal, & Pamungkas, I.D. (2019). Detection fraudulent financial statement: Beneish m-score model. WSEAS Transactions on Business and Economics, 16, 271-281.
Jan, C. (2018). An effective financial statements fraud detection model for the sustainable development of financial markets: Evidence from Taiwan. Sustainability,10(2) 2-14.
Joosten, C.(2012). Real earnings management and accrual based earnings management as substitutes[Master thesis, Tilburg University]. https://arno.uvt.nl/show. cgi?fid=127248(Accessed 18 November, 2024).
Kassem, R. & Higson, A.W., 2012. The new fraud triangle model. Journal of Emerging Trends in Economics and Management Sciences, 3 (3), 191 – 195.
Koolivand, A., Salehi, M., Arabzadeh, M. & Ghodrati, H.(2023). The relationship between knowledge-based economy and fraudulent financial reporting. Journal of Facilities Management, 21(1), 16-29.
Krishnan, R., Peters, J., Padman, R., & Kaplan, D. (2015). On-data reliability assessment in accounting information systems. Information Systems Research, 16(3), 3070-3014
Lafarre, A. & Keijzer, T.(2023). Board's digital oversight and expertise: Initial findings from the Netherlands. Forthcoming in Corporate Governance and Artificial Intelligence-a conflicting or complementary approach (Edward Elgar, edited volume by prof. I. Dube), Amsterdam Law School Research Paper, (2023-23).
Lantz, B. & Willis Shaw, S.(2023). How criminological theory can inform the role of marketing in understanding radicalization and deradicalization. Journal of Public Policy & Marketing, 42(1), 15-17.
Larson, C.R. (2008).Accounting fraud and institutional investors. (Degree of Doctor of Philosophy (Business Administration) of University of Michigan). https://deepblue.lib. umich.edu/handle/2027.42/60836(Accessed 15 November, 2024).
Lister, L. M. (2007). A Practical approach to Fraud Risk: Internal Auditor
Lu, H., Shin, J.E. & Zhang, M.(2023). Financial reporting and disclosure practices in China. Journal of Accounting and Economics,101598.
Mahama, M. (2015). Detecting corporate fraud and financial distress using the Altman and Beneish models the case of Enron coro. International Journal of Economics, Commerce and Management, zaki III(1), 1-18.
Maloku, A(2020).Theory of differential association. Academic Journal of Interdisciplinary Studies, 9(1),170-178.
Mangala, D. & Soni, L.(2023). A systematic literature review on frauds in banking sector. Journal of Financial Crime, 30(1),285-301.
Manurung, D. T., & Hardika, L. A. (2015). Analysis of factors that influence financial statement fraud in the perspective fraud diamond: Empirical study on banking companies listed on the Indonesia Stock Exchange year 2012 to 2014. Proceedings of International Conference on Accounting Studies, Jokor Bahru, Johor, Malaysia. https://www.icas.my(Accessed 2 January, 2020).
Mathworld(2023). Kurtosis. Available from: https://mathworld .wolfram.com/Kurtosis.html(Accessed 8 February, 2025).
Mawutor, J, K. M., Enofe, A., Embele, K., Ndu, A.R., & Awodola, O.E.(2019). Fraud and performance of deposit money banks. Accounting and Finance Research,8(2),202-213.
Mirza, S.S., Majeed, M.A. & Ahsan, T.(2020). Board gender diversity, competitive pressure and investment efficiency in Chinese private firms. Eurasian Business Review, 10, 417-440.
Mwenda, B.(2023). Nexus between corporate social responsibility disclosure and profitability of firms listed at Dar Es Salaam Stock Exchange. Jurnal Manajemen Dayasaing, 24(2), 122-132.
Nauval, M., & Gugus, I. (2015). Analysis of factors that influence the fraud's financial statement trends in the fraud triangle perspective (empirical study on companies listed on the stock exchange for the 2009-2013 period). Malang: Faculty of Economics and Business, Brawijaya University Malang.
Nigeria Deposit Insurance Commission (NDIC).(2018). Annual report for NDIC. https://ndic.gov.ng/wp-content/uploads/2020/08/Year-2018-Annual-Report.pdf (Accessed 11 January, 2025).
Nizarudin, A., Nugroho, A.A., Agustina, D. & Anggita, W.(2023). Comparative analysis of Crowe’s Fraud Pentagon Theory on fraudulent financial reporting. Jurnal Akuntansi, 27(1),19-37.
O’Neal, P.(2023). To Be [nefit] or Not to Be [nefit]: Lessons from global corporate governance and a principled path for the Delaware Benefit Corporation. University of Pennsylvania Journal of Business Law, 25(2), 559.
Okolie, P.I., Agorchukwu, M.U. & Ezeamama, M.C.(2023). Effect of risk management on the financial performance of money deposit banks in Nigeria. Annals of Management Studies| ISSN, 2754, 4176.
Opudu, O. & Ogoun, S.(2023). Money laundering conviction rate and capital formation in Nigeria. Accounting, 9(2),121-130.
Pamungkas, I.D., Ghozali, I., & Achmad, T. (2018). A pilot study of corporate governance and accounting fraud: The fraud diamond model. Journal of Business and Retail Management Research,12(2), 252-261.
Pangaribuan, L. & Santoso, R.A.(2023). The influence of financial stability and external pressure on financial statement fraud. Jurnal Scientia, 12(01),36-41.
Petrík,V.(2016).Application of Beneish m-score on selected financial statements. Conference Paper.https://www.researchgate.net/publication/311733912_application_of_beneish_m-score_on_selected_finan cialstatements/link/58581cf508ae3852d2543fd3/down load (Accessed 21 November, 2024).
Premanandaa, N.L.P.U., Budiarthab, I. K., Suprastoc,B.H., & Baderad, I.D.N.(2019). Fraud diamond analysis in detecting fraudulent financial reporting (Study on Indonesian Capital Market). International Journal of Sciences: Basic and Applied Research, 47(2), 84-95.
Puspitha, M. Y., & Yasa, G. W.(2018). Fraud pentagon analysis in detecting fraudulent financial reporting (study on Indonesian Capital Market). International Journal of Sciences: Basic and Applied Research, 42(5), 93-109.
Rahma, N.N. & Sari, S.P.(2023). Detection of fraud financial statements through the Hexagon Model Vousinas Fraud Dimensions: Review on Jakarta Islamic Index 70. International Journal of Latest Research in Humanities and Social Science (IJLRHSS), 6(01),152-159.
Rengganis, R.M.Y.D., Sari, M.M.R., Budiasih, I.G.A.N., Wirajaya,,I.G.A., & Suprasto, H.B.(2019). The Fraud diamond: Element in detecting financial statement of fraud. International Research Journal of Management, IT & Social Sciences, 6(3), 1-10.
Roychowdhury, S. (2006). Earnings management through real activities manipulations. Journal of Accounting and Economics, 42, 335-370.
Sari , P., Kiswanto, Rahmadani,L.V., Khairunnisa, H., & Pamungkas, I.D.(2020).Detection fraudulent financial reporting and corporate governance mechanisms using fraud diamond theory of the property and construction sectors in Indonesia, Humanities & Social Sciences Reviews, 8(3)1065-1072.https://doi.org/10.18510/hssr.2020.83109
Skousen, C. J., Smith, K. R., & Wright, C. J. (2009). Detecting and predicting financial statement fraud : The effectiveness of the fraud triangle and SAS No. 99. Corporate Governance and Firm Performance Advance in Financial Economincs,13, 53-81.
Statement of Auditing Standards (SAS) No.99. https://www.aicpa.org/research/standards/ auditattest/downloadabledocuments/au-00316.pdf
Sunardi, S., & Amin, M. N.(2018). Fraud detection of financial statement by using fraud diamond perspective. International Journal of Development and Sustainability,7(3), 878-891.
Supri, Z., Rura, Y., & Pontoh, G. T.(2018). Detection of fraudulent financial statements with fraud diamond. Journal of Research in Business and Management, 6(5), 39-45.
Surjaatmaja, L. (2018).Detecting fraudulent financial statement using fraud triangle: Capability as moderating variable. International Conference on Economics, Business and Economic Education, KnE Social Sciences,945-956.
Sutherland, E. H. (1947). Principles of Criminology (4th ed). J.B. Lippincott Co.
Talab, H.R., Flayyih, H.H., & Ali, S.I.(2017). Role of Beneish m-score model in detecting of earnings management practices: Empirical study in listed banks of Iraqi Stock Exchange. International Journal of Applied Business and Economic Research, 15(23 (Part 2)), 287-302.
Thadewald, T. & Büning, H., 2007. Jarque–Bera test and its competitors for testing normality–a power comparison. Journal of applied statistics, 34(1), 87-105.
Tomer, U. & Gandhi, P.(2023). Blockchain IoT: Challenges and solutions for Building Management System. In Innovations in Data Analytics: Selected Papers of ICIDA 2022 (439-450). Singapore: Springer Nature Singapore.
Tracey, R.(2023). Internal Control Strategies to Limit Nonprofit Organization Fraud and Embezzlement Costs (Doctoral dissertation, Walden University).
Tsegba, L.N., & Upaa, J.U.(2015). Consequences of financial statement fraud: A developing country perspective. International Journal of Business and Management, 10 (8),115-126.
Uygur, S.A. & Napier, C.J.(2023). Understanding Fraud in the Not-For-Profit Sector: A Stakeholder Perspective for Charities. Journal of Business Ethics, 1-20.
Velte, P. (2023). The link between corporate governance and corporate financial misconduct. A review of archival studies and implications for future research. Management Review Quarterly, 73(1), 353-411.
Wicaksari, E.A., Widia, S. & Putri, V.W.(2023). The Diamond Fraud Theory for property and real estate to detect financial report fraud. Management Analysis Journal, 12(2), 144-156.
Wihara, D.S., Suhariadi, F., Yulianti, P. & Muhaimin, M.A.(2023). Dynamic of employee fraud: The theory used and how to commit fraud in microfinance institution and rural banks, Future Research in Indonesia (A Systematic Literature Review). Journal of Namibian Studies: History Politics Culture, 34, 238-252.
Wolfe, D. T., & Hermanson, D. R.(2004).The fraud diamond: Considering the four elements of fraud. CPA Journal,74(12),38-42.
Yendrawati,R., Aulia, H., & Prabowo, H.Y.(2019). Detecting the likelihood of fraudulent financial reporting: An analysis of fraud diamond. Asia-Pacific Management Accounting Journal,14(1), 43-68.
Zang, A.Y. (2012) Evidence on the Trade-Off between real activities manipulation and accrual-based earnings management. The Accounting Review, 87(2), 675-703.