Pengaruh Penerapan Big Data Analisis Dalam Pendeteksian Fraud : Literature Review
DOI:
https://doi.org/10.54066/jura-itb.v2i2.1766Keywords:
Audit, Big data analysis, FraudAbstract
In the context of increasingly complex business environments and globalization, fraud detection has become highly critical to mitigate its negative impacts on organizations. One effective innovation in this regard is the utilization of big data analysis. Big data refers to large and complex datasets obtained from various organizational activities. The purpose of this research is to determine the influence of using big data analysis in fraud detection. The research method employed is a literature review, which indicates that big data analysis plays a significant role in enhancing auditors' capabilities in detecting fraud. By providing auditors access to a wide range of data sources, improving the efficiency of analytical processes, and enabling the identification of suspicious patterns, big data analysis assists in uncovering fraud more efficiently. The results show that big data analysis has a positive influence on enhancing fraud detection capabilities.
References
Agustina, R. D., & Pratomo, D. (2019). Pengaruh Fraud Pentagon dalam Mendeteksi Kecurangan Pelaporan Keuangan. Ilmiah Manajemen, Ekonomi, & Akuntansi (MEA), 3(1), 44–62.
Association of Certified Fraud Examiners Indonesia. (2019). Survei Fraud Indonesia 2019. In Indonesia Chapter #111 (Vol. 53, Issue 9). 2020. https://acfe-indonesia.or.id/survei-fraud-indonesia/
Balios, D., Kotsilaras, P., Eriotis, N., & Vasiliou, D. (2020). Big Data, Analisis Data, dan Audit Eksternal. 16(5), 211–219. https://doi.org/10.17265/1548-6583/2020.05.002
Choirunnisa, R. (2022). Pengaruh Kompetensi Auditor Dan Pemanfaatan Teknologi Informasi Terhadap Pendeteksian Fraud. Jurnal Akuntansi Trisakti, 9(1), 119–128. https://doi.org/10.25105/jat.v9i1.10294
Dagiliene, & Kloviene. (2019). Motivation to use big data and big data analytics in external auditing.
Handoko, B. L., Rosita, A., Ayuanda, N., & Budiarto, A. Y. (2022). The Impact of Big Data Analytics and Forensic Audit in Fraud Detection. 2022 12th International Workshop on Computer Science and Engineering, WCSE 2022, Wcse, 67–71. https://doi.org/10.18178/wcse.2022.06.011
Hartono, & J. (2019). Kajian Topik-Topik Mutakhir dan Agenda Riset ke Depan - Jogiyanto Hartono.pdf. Andi.
Hendriksen Van Breda, Michael F., E. S. (1992). Accounting theory. Irwin.
Herlinia, S., & Lidyah, R. (2019). p-ISSN 2526-4440 e-ISSN 2086-3748. MPLEMENTASI BIG DATA ANALYTICS DALAM MEMINIMALISIR FRAUD, 10(November 2019), 226–233.
Huang, F., Gyun, W., Vasarhelyi, M. A., & Yan, Z. (2022). ScienceDirect Audit data analytics , machine learning , and full population testing. The Journal of Finance and Data Science, 8, 138–144. https://doi.org/10.1016/j.jfds.2022.05.002
Humam, H., Ardini, L., Kurnia, K., Ilmu, T., Indonesia, E., & Korespondensi, P. (2020). EFEKTIFITAS SISTEM PENGENDALIAN INTERN DALAM MENCEGAH KECURANGAN DI PERUSAHAAN DAERAH. 23(2), 151–166. https://doi.org/10.34209/equ.v23i2.2084
Koreff, J., Weisner, M., & Sutton, S. G. (2021). International Journal of Accounting Data analytics ( ab ) use in healthcare fraud audits. 42(July).
Pratiwi, S. R., Surya, F., & Djefris, D. (2023). JAAB : Jurnal of Applied Accounting And Business. PERAN BIG DATA DAN AUDIT FORENSIK TERHADAP PENDETEKSIAN FRAUD, 5(2).
Putra, I., Sulistiyo, U., Diah, E., Rahayu, S., Hidayat, S., & Mcmillan, D. (2022). THE INFLUENCE OF INTERNAL AUDIT , RISK MANAGEMENT , WHISTLEBLOWING SYSTEM AND BIG DATA ANALYTICS ON THE FINANCIAL CRIME. Cogent Economics & Finance, 10(1), 1–27. https://doi.org/10.1080/23322039.2022.2148363
Saragih, A. D. (2023). SYSTEMATIC LITERATURE REVIEW : DAMPAK TEKNOLOGI BIG DATA ANALYTICS DALAM MENDETEKSI FRAUD PADA BIDANG AUDIT. 12, 1–9.
Sembiring, F. N. B. R., & Widuri, R. (2023). the Effect of Auditor Experience, Big Data and Forensic Audit As Mediating Variables on Fraud Detection. Journal of Theoretical and Applied Information Technology, 101(6), 2324–2337.
Sinosi, S. M., Moerdianto, R., Pontoh, G. T., & Mediaty. (2022). Jurnal Ekonomi dan Bisnis , Vol . 11 No . 1 Juli 2022 E - ISSN IMPLEMENTASI BIG DATA ANALYSTICS DALAM PRAKTIK AUDIT PADA PERUSAHAAN : LITERATURE REVIEW. 11(1).
Sudarmanto, E. (2020). Manajemen Risiko : Deteksi Dini Upaya Pencegahan Fraud. 9(2), 107–121.
Syahputra, B. E., Akuntansi, P. S., Bisnis, F., & Teknologi, U. (2020). Pendeteksian Fraud : Peran Big Data dan Audit Forensik. 12(2), 301–316.
Tang, J, & Karim. (2019). inancial Fraud Detection and Big Data Analytics – Implications on Auditors’ Use of Fraud Brainstorming Session. Managerial Auditing Journal, 34(3), 324–337.