Main Article Content
Abstract
Abstrak
Dalam konteks keamanan perusahaan, fraud menjadi ancaman serius yang dapat merugikan finansial dan merusak reputasi perusahaan. Penelitian ini bertujuan untuk mengembangkan metode dalam mendeteksi fraud/kecurangan melalui analisis profil external dan internal fraudsters. Penelitian ini menggunakan metode kualitatif dengan teknik studi pustaka sebagai teknik pengumpulan data. Sementara itu, data yang digunakan adalah data sekunder yang merupakan hasil survei PwC dan ACFE. Hasil dari penelitian ini menunjukkan bahwa mayoritas kasus fraud pada tahun 2011-2018 disebabkan oleh internal fraudsters. Namun, pada tahun 2020 dan 2022, external fraudsters mulai mendominasi akibat percepatan digitalisasi terkait pandemi COVID-19. Profil external fraudsters selama periode penelitian meliputi pelanggan, agen, pemasok, dan hacker. Sementara itu, sebagian besar internal fraudsters umumnya memiliki masa kerja lebih lama, kewenangan tinggi, berjenis kelamin laki-laki, berusia 31 hingga 50 tahun, dan memiliki tingkat pendidikan sarjana atau pascasarjana. Penelitian ini memberikan wawasan yang berharga untuk memahami profil dan tren kecurangan serta mengembangkan strategi pencegahan dalam menghadapi ancaman tersebut. Dengan kerjasama dan strategi pencegahan yang lebih baik, risiko kecurangan dapat dikurangi, menjaga reputasi dan keuangan perusahaan.
Kata Kunci: External Fraudsters, Fraud, Internal Fraudsters
Abstract
In the context of corporate security, fraud is a serious threat that can cause financial losses and damage the company’s reputation. This research aims to develop a method to detect fraud through analyzing the profiles of external and internal fraudsters. This research uses qualitative methods with literature study techniques as data collection techniques. Meanwhile, the data used is secondary data which is the result of PwC and ACFE surveys. The results of this study show that the majority of fraud cases in 2011-2018 were caused by internal fraudsters. However, in 2020 and 2022, external fraudsters began to dominate due to the acceleration of digitization related to the COVID-19 pandemic. The profile of external fraudsters during this research period includes customers, agents, suppliers, and hackers. Meanwhile, most internal fraudsters generally have longer tenure, high authority, are male, 31 to 50 years old, and have an undergraduate or postgraduate education level. This research provides valuable insights to understand fraud profiles and trends and develop prevention strategies to counter these threats. With better cooperation and prevention strategies, the risk of fraud can be reduced, safeguarding the company's reputation and finances.
Keywords: External Fraudsters, Fraud, Internal Fraudsters
Article Details

This work is licensed under a Creative Commons Attribution 4.0 International License.
References
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- Ayu Suryandari, N. N., Yadnyana, I. K., Ariyanto, D., & Adi Erawati, N. M. (2023). Implementation of Fraud Triangle Theory: a Systematic Literature Review. Journal of Governance and Regulation, 12(3), 90–102. https://doi.org/10.22495/jgrv12i3art10
- Cahyono, A. D. (2020). Studi Kepustakaan Mengenai Kualitas Pelayanan terhadap Kepuasan Pasien Rawat Jalan di Rumah Sakit. Jurnal Ilmiah Pamenang.
- Chen, S., Yuan, Y., (Robert) Luo, X., Jian, J., & Wang, Y. (2021). Discovering group-based transnational cyber fraud actives: A polymethodological view. Computers & Security, 104, 102217. https://doi.org/https://doi.org/10.1016/j.cose.2021.102217
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- Christian, N., Karen, Yenanda, K., & Evelyn, V. (2023). Analisa Perbandingan Profil Korban Fraud di Berbagai WIlayah Pasca Pandemi Covid-19. E-Bisnis : Jurnal Ilmiah Ekonomi dan Bisnis, 16(1), 144–156. https://doi.org/10.51903/e-bisnis.v16i1.1151
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- Christiawan, W. (2016). Analisa Kasus Korupsi Pengadaan Alat Kesehatan di Provinsi Banten dan Kota Tanggerang Selatan. Jurnal Akuntansi Bisnis, XIV(28), 131–148.
- Daif, A., & Jalal, A. (2022). The Contribution of Internal Audit to the Performance of the Internal Control System. European Scientific Journal, ESJ, 18(25), 32. https://doi.org/10.19044/esj.2022.v18n25p32
- Desiana, D., Susilowati, D., & Putri, N. K. (2018). Faktor-Faktor Yang Mempengaruhi Keputusan Nasabah Untuk Menggunakan Jasa Perbankan Syariah Di Kota Tasikmalaya. Akuntabilitas, 11(1), 23–34. https://doi.org/10.15408/akt.v11i1.8135
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- Fisher, K. (2015). The Psychology of Fraud : What Motivates Fraudster to Commit Crime ? The Psychology of Fraud School of Management. Women’s University Graduate.
- Gae, D. J. R., & Maulana, A. O. (2023). Evaluasi Penerapan Whistleblowing System dalam Mencegah Terjadinya Fraud: Studi Pada PT Bank Pembangunan Daerah Nusa Tenggara Timur. ABIS: Accounting and Business Information Systems Journal, 11(4). https://doi.org/10.22146/abis.v11i4.89600
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- Harris, O., Karl, J. B., & Lawrence, E. (2019). CEO compensation and earnings management: Does gender really matters? Journal of Business Research, 98(February 2018), 1–14. https://doi.org/10.1016/j.jbusres.2019.01.013
- Kartoningrat, R. B., & Andayani, I. (2020). Karakteristik Fraud Dalam Hukum Kepailitan. Perspektif, 25(3), 190. https://doi.org/10.30742/perspektif.v25i3.585
- Kayıkcıoglu, S., & Teker, S. (2019). Fraud Detection In Internal Audit : Case Study. PressAcademia Procedia, 9(1), 54–57. https://doi.org/10.17261/Pressacademia.2019.667
- Kravchenko, A., & Kurnosikov, K. (2022). Modern forms of corporate fraud in technology companies and ways to combat them. Russian journal of resources, conservation and recycling, 9(4), 1–8. https://doi.org/10.15862/43ecor422
- Kusuma, D. W., & Julian, L. (2019). Implementation of Fraud Risk Assessment on Domestic Revenue Cycle of PT X (Case Study of Tiles Company). 348(October 2017), 21–26. https://doi.org/10.2991/aprish-18.2019.3
- Kusumosari, L., & Solikhah, B. (2021). Analisis Kecurangan Laporan Keuangan Melalui Fraud Hexagon Theory. Fair Value: Jurnal Ilmiah Akuntansi dan Keuangan, 4(3), 753–767. https://doi.org/10.32670/fairvalue.v4i3.735
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- Moto, M. M. (2019). Pengaruh Penggunaan Media Pembelajaran dalam Dunia Pendidikan. Indonesian Journal of Primary Education.
- Navarrete, A. C., & Gallego, A. C. (2023). Forensic accounting tools for fraud deterrence: a qualitative approach. Journal of Financial Crime, 30(3), 840–854. https://doi.org/10.1108/JFC-03-2022-0068
- Owusu, G. M. Y., Koomson, T. A. A., Alipoe, S. A., & Kani, Y. A. (2022). Examining the predictors of fraud in state-owned enterprises: an application of the fraud triangle theory. Journal of Money Laundering Control, 25(2), 427–444. https://doi.org/10.1108/JMLC-05-2021-0053
- Prakoso, D. B., & Setiyorini, W. (2021). Pengaruh Fraud Diamond terhadap Kecurangan Laporan Keuangan. Jurnal Akuntansi dan Perpajakan, 7(2), 48–61. https://doi.org/10.30871/jaemb.v10i2.4641
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- PwC. (2014). Economic Crime: a Threat to Business Globally:PwC’s Global Economic Crime Survey. 1–57.
- PwC. (2016). Global Economic Crime Survey 2016: US Results. PwC, 1–56. http://www.pwc.com/us/en/forensic-services/economic-crime-survey-us-supplement.html
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- PwC. (2020). Fighting Fraud: A Never-Ending Battle PwC’s Global Economic Crime and Fraud Survey. PWC Fraud Survey, 1–14. www.pwc.com/fraudsurvey
- PwC. (2022). Protecting the Perimeter: The Rise of External Fraud. In PWC Global Economic Crime and Fraud (hal. 1–15).
- Rashid, M. A., Al-Mamun, A., Roudaki, H., & Yasser, Q. R. (2022). An Overview of Corporate Fraud and its Prevention Approach. Australasian Accounting, Business and Finance Journal, 16(1), 101–118. https://doi.org/10.14453/aabfj.v16i1.7
- Rybalchenko, L., & Ryzhkov, E. (2022). Analysis of the Status of the Fraud Within the Enterprises in Different Countries Around the World. MEST Journal, 10(2), 186–190. https://doi.org/10.12709/mest.10.10.02.17
- Sabatian, Z., & Hutabarat, F. M. (2020). THE EFFECT OF FRAUD TRIANGLE IN DETECTING FINANCIAL STATEMENT FRAUD. Jurnal Akuntansi, 10(3 SE-Articles), 231–244. https://doi.org/10.33369/j.akuntansi.10.3.231-244
- Said, J., Alam, M. M., Karim, Z. A., & Johari, R. J. (2018). Integrating religiosity into fraud triangle theory: findings on Malaysian police officers. Journal of Criminological Research, Policy and Practice, 4(2), 111–123. https://doi.org/10.1108/JCRPP-09-2017-0027
- Santoso, D., & Yanti, H. B. (2015). Pengaruh Perilaku Tidak Jujur Dan Kompetensi Moral Terhadap Kecurangan Akademik (Academic Fraud) Mahasiswa Akuntansi. Media Riset Akuntansi, Auditing & Informasi, 15(1), 1–16. https://doi.org/10.25105/mraai.v15i1.1645
- Sihombing, T., & Panggulu, G. E. (2022). Fraud Hexagon Theory And Fraudulent Financial Statement In IT Industry In Asean. Jurnal Reviu Akuntansi dan Keuangan, 12(3), 524–544. https://doi.org/10.22219/jrak.v12i3.23334
- 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. In Corporate governance and firm performance (hal. 53–81). Emerald Group Publishing Limited.
- Sudarmadi, D. (2023). Forensic Accounting And Investigative Audit On The Effectiveness Of Implementing Audit Procedures In Fraud Disclosure. Jurnal Akuntansi, Audit dan Sistem Informasi Akuntansi, 7(2), 1–23.
- Verma, M., & Verma, R. (2022). Forensic Accounting and Audit To Strengthen Corporate Governance. Sachetas, 1(4), 56–61. https://doi.org/10.55955/140006
- Widayanti, P. W. (2022). Tindak Pidana Pencurian Data Nasabah dalam Bidang Perbankan sebagai Cyber Crime. Jurnal Hukum dan Perundang-undangan, 2(2).
- Wolff, B., Mahoney, F., Lohiniva, A. L., & Corkum, M. (2019). 10 Collecting and Analyzing Qualitative Data. The CDC Field Epidemiology Manual. https://doi.org/https://doi.org/10.1093/oso/9780190933692.003.0010
- Zahari, A. I., & Arshad, R. (2020). Fraud Development and Linkages With Corruption Occurrences. Journal of Governance and Integrity, 2(2), 65–76. https://doi.org/10.15282/jgi.2.2.2019.5469
- Zuberi, O., & Mzenzi, S. I. (2019). Analysis of employee and management fraud in Tanzania. Journal of Financial Crime, 26(2), 412–431. https://doi.org/10.1108/JFC-01-2018-0012
References
Abdullah, M. S., & Ikasari, I. H. (2023). Perkembangan Terbaru Dalam Keamanan Siber, Ancaman Yang Diidentifikasi Dan Upaya Pencegahan. JRIIN : Jurnal Riset Informatika dan Inovasi, 1(1), 96–98.
ACFE. (2022). Occupational Fraud 2022: A Report To The Nations. Association of Certified Fraud Examiners, 1–96.
Aji, B. P., & Sari, S. P. (2024). Analisis fraudulent financial reporting dengan fraud hexagon theory : tinjauan pada perusahaan financial non-perbankan. 6, 62–76.
Ameer, R., & Othman, R. (2021). Gender, fraud opportunity, and rationalisation. Journal of Criminology, 55(1), 81–105. https://doi.org/10.1177/26338076211065180
Apriliana, S., & Agustina, L. (2017). The Analysis of Fraudulent Financial Reporting Determinant through Fraud Pentagon Approach. Jurnal Dinamika Akuntansi, 9(2), 154–165. https://doi.org/10.15294/jda.v7i1.4036
Ariyaningsih, S., Andrianto, A. A., Kusuma, A. S., & Rezi. (2023). Korelasi Kejahatan Siber dengan Percepatan Digitalisasi di Indonesia. Justisia: Jurnal Ilmu Hukum, 1(1), 1–11.
Aviantara, R. (2021). The Association Between Fraud Hexagon and Government’s Fraudulent Financial Report. Asia Pacific Fraud Journal, 6(1), 26. https://doi.org/10.21532/apfjournal.v6i1.192
Ayu Suryandari, N. N., Yadnyana, I. K., Ariyanto, D., & Adi Erawati, N. M. (2023). Implementation of Fraud Triangle Theory: a Systematic Literature Review. Journal of Governance and Regulation, 12(3), 90–102. https://doi.org/10.22495/jgrv12i3art10
Cahyono, A. D. (2020). Studi Kepustakaan Mengenai Kualitas Pelayanan terhadap Kepuasan Pasien Rawat Jalan di Rumah Sakit. Jurnal Ilmiah Pamenang.
Chen, S., Yuan, Y., (Robert) Luo, X., Jian, J., & Wang, Y. (2021). Discovering group-based transnational cyber fraud actives: A polymethodological view. Computers & Security, 104, 102217. https://doi.org/https://doi.org/10.1016/j.cose.2021.102217
Christian, N., Jevyyanti, & Angeline. (2023). Analisi Profil Fraudsters Terhadap Peluang dan Kerugian Fraud. Jurnal PETA, 8(2), 40–46.
Christian, N., Karen, Yenanda, K., & Evelyn, V. (2023). Analisa Perbandingan Profil Korban Fraud di Berbagai WIlayah Pasca Pandemi Covid-19. E-Bisnis : Jurnal Ilmiah Ekonomi dan Bisnis, 16(1), 144–156. https://doi.org/10.51903/e-bisnis.v16i1.1151
Christian, N., & Visakha, B. (2021). Analisis Teori Fraud Pentagon dalam Mendeteksi Fraud pada Laporan Keuangan Perusahaan yang Terdaftar di Bursa Efek Indonesia. Conference on Management, Business, Innovation, Education and Social Sciences, 1(1), 1325–1342.
Christiawan, W. (2016). Analisa Kasus Korupsi Pengadaan Alat Kesehatan di Provinsi Banten dan Kota Tanggerang Selatan. Jurnal Akuntansi Bisnis, XIV(28), 131–148.
Daif, A., & Jalal, A. (2022). The Contribution of Internal Audit to the Performance of the Internal Control System. European Scientific Journal, ESJ, 18(25), 32. https://doi.org/10.19044/esj.2022.v18n25p32
Desiana, D., Susilowati, D., & Putri, N. K. (2018). Faktor-Faktor Yang Mempengaruhi Keputusan Nasabah Untuk Menggunakan Jasa Perbankan Syariah Di Kota Tasikmalaya. Akuntabilitas, 11(1), 23–34. https://doi.org/10.15408/akt.v11i1.8135
Dorminey, J., Scott Fleming, A., Kranacher, M. J., & Riley, R. A. (2012). The evolution of fraud theory. Issues in Accounting Education, 27(2), 555–579. https://doi.org/10.2308/iace-50131
Fisher, K. (2015). The Psychology of Fraud : What Motivates Fraudster to Commit Crime ? The Psychology of Fraud School of Management. Women’s University Graduate.
Gae, D. J. R., & Maulana, A. O. (2023). Evaluasi Penerapan Whistleblowing System dalam Mencegah Terjadinya Fraud: Studi Pada PT Bank Pembangunan Daerah Nusa Tenggara Timur. ABIS: Accounting and Business Information Systems Journal, 11(4). https://doi.org/10.22146/abis.v11i4.89600
Hamdan, M. W. (2019). The Role of Forensic Accounting in Discovering Financial Fraud. International Journal of Accounting Research, 06(02). https://doi.org/10.35248/2472-114x.18.6.176
Harris, O., Karl, J. B., & Lawrence, E. (2019). CEO compensation and earnings management: Does gender really matters? Journal of Business Research, 98(February 2018), 1–14. https://doi.org/10.1016/j.jbusres.2019.01.013
Kartoningrat, R. B., & Andayani, I. (2020). Karakteristik Fraud Dalam Hukum Kepailitan. Perspektif, 25(3), 190. https://doi.org/10.30742/perspektif.v25i3.585
Kayıkcıoglu, S., & Teker, S. (2019). Fraud Detection In Internal Audit : Case Study. PressAcademia Procedia, 9(1), 54–57. https://doi.org/10.17261/Pressacademia.2019.667
Kravchenko, A., & Kurnosikov, K. (2022). Modern forms of corporate fraud in technology companies and ways to combat them. Russian journal of resources, conservation and recycling, 9(4), 1–8. https://doi.org/10.15862/43ecor422
Kusuma, D. W., & Julian, L. (2019). Implementation of Fraud Risk Assessment on Domestic Revenue Cycle of PT X (Case Study of Tiles Company). 348(October 2017), 21–26. https://doi.org/10.2991/aprish-18.2019.3
Kusumosari, L., & Solikhah, B. (2021). Analisis Kecurangan Laporan Keuangan Melalui Fraud Hexagon Theory. Fair Value: Jurnal Ilmiah Akuntansi dan Keuangan, 4(3), 753–767. https://doi.org/10.32670/fairvalue.v4i3.735
MERT, İ. (2022). Investigation Techniques, Methods, Types, and Increasing Impact of Forensic Accounting in Digital Period. Maliye Finans Yazıları, 118, 13–32. https://doi.org/10.33203/mfy.1084274
Moto, M. M. (2019). Pengaruh Penggunaan Media Pembelajaran dalam Dunia Pendidikan. Indonesian Journal of Primary Education.
Navarrete, A. C., & Gallego, A. C. (2023). Forensic accounting tools for fraud deterrence: a qualitative approach. Journal of Financial Crime, 30(3), 840–854. https://doi.org/10.1108/JFC-03-2022-0068
Owusu, G. M. Y., Koomson, T. A. A., Alipoe, S. A., & Kani, Y. A. (2022). Examining the predictors of fraud in state-owned enterprises: an application of the fraud triangle theory. Journal of Money Laundering Control, 25(2), 427–444. https://doi.org/10.1108/JMLC-05-2021-0053
Prakoso, D. B., & Setiyorini, W. (2021). Pengaruh Fraud Diamond terhadap Kecurangan Laporan Keuangan. Jurnal Akuntansi dan Perpajakan, 7(2), 48–61. https://doi.org/10.30871/jaemb.v10i2.4641
PwC. (2011). Cybercrime : Global Economic Crime Survey. Economic Crime people culture and controls, November, 40. www.pwc.com/crimesurvey
PwC. (2014). Economic Crime: a Threat to Business Globally:PwC’s Global Economic Crime Survey. 1–57.
PwC. (2016). Global Economic Crime Survey 2016: US Results. PwC, 1–56. http://www.pwc.com/us/en/forensic-services/economic-crime-survey-us-supplement.html
PwC. (2018). Pulling fraud out of the shadows. Global Economic Crime and Fraud Survey, 1–30. https://www.pwc.com/gx/en/forensics/global-economic-crime-and-fraud-survey-2018.pdf
PwC. (2020). Fighting Fraud: A Never-Ending Battle PwC’s Global Economic Crime and Fraud Survey. PWC Fraud Survey, 1–14. www.pwc.com/fraudsurvey
PwC. (2022). Protecting the Perimeter: The Rise of External Fraud. In PWC Global Economic Crime and Fraud (hal. 1–15).
Rashid, M. A., Al-Mamun, A., Roudaki, H., & Yasser, Q. R. (2022). An Overview of Corporate Fraud and its Prevention Approach. Australasian Accounting, Business and Finance Journal, 16(1), 101–118. https://doi.org/10.14453/aabfj.v16i1.7
Rybalchenko, L., & Ryzhkov, E. (2022). Analysis of the Status of the Fraud Within the Enterprises in Different Countries Around the World. MEST Journal, 10(2), 186–190. https://doi.org/10.12709/mest.10.10.02.17
Sabatian, Z., & Hutabarat, F. M. (2020). THE EFFECT OF FRAUD TRIANGLE IN DETECTING FINANCIAL STATEMENT FRAUD. Jurnal Akuntansi, 10(3 SE-Articles), 231–244. https://doi.org/10.33369/j.akuntansi.10.3.231-244
Said, J., Alam, M. M., Karim, Z. A., & Johari, R. J. (2018). Integrating religiosity into fraud triangle theory: findings on Malaysian police officers. Journal of Criminological Research, Policy and Practice, 4(2), 111–123. https://doi.org/10.1108/JCRPP-09-2017-0027
Santoso, D., & Yanti, H. B. (2015). Pengaruh Perilaku Tidak Jujur Dan Kompetensi Moral Terhadap Kecurangan Akademik (Academic Fraud) Mahasiswa Akuntansi. Media Riset Akuntansi, Auditing & Informasi, 15(1), 1–16. https://doi.org/10.25105/mraai.v15i1.1645
Sihombing, T., & Panggulu, G. E. (2022). Fraud Hexagon Theory And Fraudulent Financial Statement In IT Industry In Asean. Jurnal Reviu Akuntansi dan Keuangan, 12(3), 524–544. https://doi.org/10.22219/jrak.v12i3.23334
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. In Corporate governance and firm performance (hal. 53–81). Emerald Group Publishing Limited.
Sudarmadi, D. (2023). Forensic Accounting And Investigative Audit On The Effectiveness Of Implementing Audit Procedures In Fraud Disclosure. Jurnal Akuntansi, Audit dan Sistem Informasi Akuntansi, 7(2), 1–23.
Verma, M., & Verma, R. (2022). Forensic Accounting and Audit To Strengthen Corporate Governance. Sachetas, 1(4), 56–61. https://doi.org/10.55955/140006
Widayanti, P. W. (2022). Tindak Pidana Pencurian Data Nasabah dalam Bidang Perbankan sebagai Cyber Crime. Jurnal Hukum dan Perundang-undangan, 2(2).
Wolff, B., Mahoney, F., Lohiniva, A. L., & Corkum, M. (2019). 10 Collecting and Analyzing Qualitative Data. The CDC Field Epidemiology Manual. https://doi.org/https://doi.org/10.1093/oso/9780190933692.003.0010
Zahari, A. I., & Arshad, R. (2020). Fraud Development and Linkages With Corruption Occurrences. Journal of Governance and Integrity, 2(2), 65–76. https://doi.org/10.15282/jgi.2.2.2019.5469
Zuberi, O., & Mzenzi, S. I. (2019). Analysis of employee and management fraud in Tanzania. Journal of Financial Crime, 26(2), 412–431. https://doi.org/10.1108/JFC-01-2018-0012