The Moderating Role of the Sharia Supervisory Board in Detecting Fraud Opportunities in Islamic Banking Financial Reports Using the Fraud Hexagon Approach
DOI:
https://doi.org/10.24256/kharaj.v7i1.6371Keywords:
financial reporting fraud, hexagon fraud, Beneish M-Score, sharia supervisory board, sharia bankingAbstract
This study aims to analyze the influence of elements in the fraud hexagon on financial statement fraud in Islamic banking in Indonesia, as well as to evaluate the moderating role of the Sharia Supervisory Board. This study uses a quantitative approach with a panel data regression analysis method that includes 37 observations from the annual reports of Islamic commercial banks registered with the Financial Services Authority (OJK) during the 2019–2023 period. Financial statement fraud is detected using the Beneish M-Score model, with independent variables including pressure, opportunity, rationalization, ability, arrogance, and collusion, and the moderating variable of the Sharia Supervisory Board. The results show that pressure, opportunity, and rationalization have a significant effect on financial statement fraud, while ability, arrogance, and collusion have no effect. In addition, the Sharia Supervisory Board is able to moderate the influence of pressure and opportunity, but is not effective in moderating other variables. These findings emphasize the importance of the active role of the Sharia Supervisory Board in strengthening Islamic corporate governance. This study provides practical contributions to financial institutions and regulators to improve the effectiveness of internal supervision and prevent financial statement manipulation. Further studies are recommended to expand the scope of variables and explore qualitative approaches to enrich the understanding of the factors driving fraud in the Islamic financial system.
References
ACFE. (2024). Association of Certified Fraud Examiners The Nations Occupational Fraud 2024 :A Report To The Nations. In Association of Certified Fraud Examiners. https://legacy.acfe.com/report-to-the-nations/2024/
Achmad, T., Ghozali, I., Helmina, M. R. A., Hapsari, D. I., & Pamungkas, I. D. (2023). Detecting Fraudulent Financial Reporting Using the Fraud Hexagon Model: Evidence from the Banking Sector in Indonesia. Economies, 11(1). https://doi.org/10.3390/economies11010005
Affes, W., & Jarboui, A. (2023). The impact of corporate governance on financial performance: a cross-sector study. International Journal of Disclosure and Governance, 20(4), 374–394. https://doi.org/10.1057/s41310-023-00182-8
Afriani, R. I., Handayani, N., Apriani, T., & Husni, M. (2023). Model Triangulasi Dalam Mendeteksi Kecurangan Laporan Keuangan. Jurnal Revenue, 4(1), 282–291. https://doi.org/10.46306/rev.v4i1.226
Afzali, M. (2023). Corporate culture and financial statement comparability. Advances in Accounting, 60(December 2022), 100640. https://doi.org/10.1016/j.adiac.2022.100640
Agustini, M., & Iskak, J. (2021). Faktor-Faktor Yang Mempengaruhi Fraudulent Financial Statement: Studi Pendekatan Fraud Pentagon Theory. Jurnal Kontemporer Akuntansi, 1(2), 105. https://doi.org/10.24912/jka.v1i2.15094
Carla, C., & Pangestu, S. (2021). Deteksi Fraudulent Financial Reporting Menggunakan Fraud Pentagon. Ultimaccounting : Jurnal Ilmu Akuntansi, 13(1), 125–142. https://doi.org/10.31937/akuntansi.v13i1.1857
Citterio, A., & King, T. (2023). The role of Environmental, Social, and Governance (ESG) in predicting bank financial distress. Finance Research Letters, 51(July 2022), 103411. https://doi.org/10.1016/j.frl.2022.103411
Dambra, M., Even-Tov, O., & Naughton, J. P. (2023). The economic consequences of GASB financial statement disclosure. Journal of Accounting and Economics, 75(2–3), 101555. https://doi.org/10.1016/j.jacceco.2022.101555
Dimas Bagus Prakoso, W. S. (2022). Pengaruh Fraud Diamond terhadap Indikasi Kecurangan Laporan Keuangan (Studi pada Perusahaan Perkebunan yang Terdaftar di Bursa Efek Indonesia Tahun 2015-2019). JURNAL AKUNTANSI, EKONOMI Dan MANAJEMEN BISNIS, 10(2), 100–110. https://doi.org/10.30871/jaemb.v10i2.4641
Djamil, N., & Anggraini, M. (2023). Suppressing the Level of Corruption in Kampar District: A Study of The Impact of Accountability, Audit Opinions, Publication of Financial Statements, Audit Results And Follow-Up Of Audit Results Nasrullah Djamil Maiza Anggraini. International Journal of Business and Accounting, 1(1), 11–25. https://doi.org/10.5281/zenodo.10538909
Đukić, T., Pavlović, M., & Grdinić, V. (2023). Uncovering Financial Fraud: The Vital Role of Forensic Accounting and Auditing in Modern Business Practice. Economic Themes, 61(3), 407–418. https://doi.org/10.2478/ethemes-2023-0021
Francis, J. R. (2023). Going big, going small: A perspective on strategies for researching audit quality. British Accounting Review, 55(2), 101167. https://doi.org/10.1016/j.bar.2022.101167
Ghaisani, H. M., Triyono, & Bawono, A. D. B. (2022). Analysis of Financial Statement Fraud: The Vousinas Fraud Hexagon Model Approach and the Audit Committe as Moderating Variable. The International Journal of Business Management and Technology, 6(6), 2581–3889. www.theijbmt.com
Hildayani, R., & Serly, V. (2021). Pengaruh Tekanan, Peluang, Rasionalisasi dan Nilai Etika terhadap Intensi Kecurangan Karyawan: Studi Kasus pada Perusahaan BUMN. Jurnal Eksplorasi Akuntansi, 3(4), 734–748. https://doi.org/10.24036/jea.v3i4.422
Humphrey, E. A., Isenmilia, P. A., & Omoye, A. S. (2023). Fraud Pentagon: Detection of Financial Statement Fraud in a Firm. Mediterranean Journal of Social Sciences, 14(6), 102. https://doi.org/10.36941/mjss-2023-0040
Izzati, A. N., & Syofyan, E. (2023). Pengaruh Tekanan, Kesempatan, Rasionalisasi, dan Kemampuan terhadap Kecurangan Laporan Keuangan: Studi Empiris BUMN yang Terdaftar di BEI Tahun 2018-2020. Jurnal Nuansa Karya Akuntansi, 1(2), 186–202. https://doi.org/10.24036/jnka.v1i2.15
Johan Setiawan. (2021). Analisis Metode Pendeteksian Fraud Financial Statement: Literatur Review. Jurnal Wahana Akuntansi, 16(2), 153–174. https://doi.org/10.21009/wahana.16.022
Katsirin, K. (2024). Analysis of Fraud Patterns in Islamic Banking Transactions: Strategies and Implementation of Prevention. Asia Pacific Fraud Journal, 9(1). https://doi.org/10.21532/apfjournal.v9i1.321
Khamainy, A. H., Ali, M., & Setiawan, M. A. (2022). Detecting financial statement fraud through new fraud diamond model: the case of Indonesia. Journal of Financial Crime, 29(3), 925–941. https://doi.org/10.1108/JFC-06-2021-0118
Kukreja, G., Gupta, S. M., Sarea, A. M., & Kumaraswamy, S. (2020). Beneish M-score and Altman Z-score as a catalyst for corporate fraud detection. Journal of Investment Compliance, 21(4), 231–241. https://doi.org/10.1108/joic-09-2020-0022
Lastanti, H. S., Murwaningsari, E., & Umar, H. (2022). the Effect of Hexagon Fraud on Fraud Financial Statements With Governance and Culture As Moderating Variables. Media Riset Akuntansi, Auditing & Informasi, 22(1), 143–156. https://doi.org/10.25105/mraai.v22i1.13533
Liu, C., Ryan, D., Lin, G., & Xu, C. (2023). No rose without a thorn: Corporate teamwork culture and financial statement misconduct. Journal of Behavioral and Experimental Finance, 37, 100786. https://doi.org/10.1016/j.jbef.2022.100786
Maharanti, P., Yudi, Y., & Friyani, R. (2024). Determination of the Fraud Hexagon on the Tendency of Fraudulent Financial Reporting in the Provinces of Indonesia. International Journal of Multidisciplinary Approach Research and Science, 2(03), 1206–1221. https://doi.org/10.59653/ijmars.v2i03.946
Maulina, N. S., & Meini, Z. (2023). Pengaruh Fraud Hexagon Terhadap Fraudulent Financial Statement. Jurnal Akuntansi Universitas Jember, 21(2), 97. https://doi.org/10.19184/jauj.v21i2.38169
Miftahul Jannah, V., Andreas, A., & Rasuli, M. (2021). Pendekatan Vousinas Fraud Hexagon Model dalam Mendeteksi Kecurangan Pelaporan Keuangan. Studi Akuntansi Dan Keuangan Indonesia, 4(1), 1–16. https://doi.org/10.21632/saki.4.1.1-16
Navila Rahma, N., & Permata Sari, S. (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, 06(01), 152–159. www.ijlrhss.com
Rachmi, F. A., Supatmoko, D., & Maharani, B. (2020). Analisis Financial Statement Fraud Menggunakan Beneish M-Score Model Pada Perusahaan Pertambangan Yang Terdaftar Di Bursa Efek Indonesia (Analysis of Financial Statement Fraud Using Beneish M-Score Model for Mining Companies Listed in Indonesian Stock Exc. E-Journal Ekonomi Bisnis Dan Akuntansi, 7(1), 7–12. https://doi.org/10.19184/ejeba.v7i1.16091
Sawarni, K. S., Narayanasamy, S., & Padhan, P. C. (2023). Impact of earnings management on working capital management efficiency. Finance Research Letters, 54(January). https://doi.org/10.1016/j.frl.2023.103778
Sevyiolanita, N. L. D., Suryandari, N. N. A., & Putra, G. B. B. (2022). Pengaruh Fraud Triangle, Kesesuaian Kompensasi, Dan Kepuasan Kerja Terhadap Tindakan Kecurangan (Studi Pada LPD Di Kecamatan Tejakula). JURNAL KARMA (Karya Riset Mahasiswa Akuntansi), 2(1), 2382–2388.
Sidauruk, T. D., & Abimanyu, F. Z. (2022). Faktor-Faktor yang Mempengaruhi Kecurangan Laporan Keuangan dalam Perspektif Fraud Triangle. Jurnal Akuntansi, Keuangan, Dan Manajemen, 4(1), 29–42. https://doi.org/10.35912/jakman.v4i1.1677
Soltani, M., Kythreotis, A., & Roshanpoor, A. (2023). Two decades of financial statement fraud detection literature review; combination of bibliometric analysis and topic modeling approach. Journal of Financial Crime, 30(5), 1367–1388. https://doi.org/10.1108/JFC-09-2022-0227
Suarni, A., & Amelia, R. (2022). Analysis of Mosque Financial Management in Ujung Bulu District, Bulukumba Regency, South Sulawesi, Indonesia ARTICLE INFO ABSTRACT. Public Sector Management and Accounting Research, 2(2), 10–22. https://doi.org/10.55980/psmar.v2i2.12
Suh, J. B., & Shim, H. S. (2020). The effect of ethical corporate culture on anti-fraud strategies in South Korean financial companies: Mediation of whistleblowing and a sectoral comparison approach in depository institutions. International Journal of Law, Crime and Justice, 60(January), 100361. https://doi.org/10.1016/j.ijlcj.2019.100361
Suwena, K. R. (2021). Tekanan, Kesempatan, dan Rasionalisasi Pemicu Tindakan Kecurangan (Fraud) pada Perusahaan. Jurnal Ilmiah Akuntansi, 6(1), 102. https://doi.org/10.23887/jia.v6i1.31540
Uwah, U., Aji, I., & Iniabasi, E. (2023). Accounting Ratios and False Financial Statements Detection: Evidence From Nigerian Quoted Companies. AKSU Journal of Administration and Corporate Governance, 3(1), 61–74. https://doi.org/10.61090/aksujacog.2023.105
van Driel, H. (2019). Financial fraud, scandals, and regulation: A conceptual framework and literature review. Business History, 61(8), 1259–1299. https://doi.org/10.1080/00076791.2018.1519026
Vousinas, G. L. (2019a). Advancing theory of fraud: the S.C.O.R.E. model. Journal of Financial Crime, 26(1), 372–381. https://doi.org/10.1108/JFC-12-2017-0128
Vousinas, G. L. (2019b). Supply chain finance: definition, modern aspects and research challenges ahead. Supply Chain Finance: Risk Management, Resilience and Supplier Management, December, 63–95.
Wang, Y., Yu, M., & Gao, S. (2022). Gender diversity and financial statement fraud. Journal of Accounting and Public Policy, 41(2). https://doi.org/10.1016/j.jaccpubpol.2021.106903
Mujahidin, Rahmadani, N., & Putri, Q. A. R. (2024). Analysis of the Influence of Religiosity Values In Reducing Consumptive Behavior in Indonesian Muslim Consumers. Amwaluna: Jurnal Ekonomi dan Keuangan Syariah, 8(2), 253-274.
Wulandari, S., Irfan, A., Zakaria, N. B., & Mujahidin. (2024). Survey Study on Fraud Prevention Disclosure Measurement at State Islamic Universities in Indonesia. IQTISHODUNA: Jurnal Ekonomi Islam, 13(1), 327–348. https://doi.org/10.54471/iqtishoduna.v13i1.2305
Sapsuha, M. U., Alwi, Z., Sakka, A. R., & Al-Ayyubi, M. S. (2024). Review of Gold Trading Practices on Credit (non-Cash) Based on Hadith. Al-Kharaj: Journal of Islamic Economic and Business, 6(3).
Majid, N. H. A., Omar, A. M., & Busry, L. H., Mujahidin Reviving Waqf In Higher Education Institutions: A Comparative Review Of Selected Countries. European Proceedings of Social and Behavioural Sciences.
Ishak, I., Putri, Q. A. R., & Sarijuddin, P. (2024). Halal Product Assurance at Traditional Markets in Luwu Raya Based on Halal Supply Chain Traceability. Amwaluna: Jurnal Ekonomi dan Keuangan Syariah, 8(2), 224-240.
K, A. ., Astuti, A. R. T. ., & ., Mujahidin. (2024). The Impact of Word of Mouth and Customer Satisfaction on Purchase Decisions: The Role of Maslahah as an Intervening Variable in the Cosmetic Products Industry in Indonesia. Journal of Ecohumanism, 3(7), 1525–1540. https://doi.org/10.62754/joe.v3i7.4307
Arno, A., & Mujahidin, M. (2024). Enhancing Zakat Management: The Role of Monitoring and Evaluation in the Amil Zakat Agency. Jurnal Economia, 20(3), 397-418. doi:https://doi.org/10.21831/economia.v20i3.53521
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