Peran Whistleblowing System dan Big Data Dalam Pendeteksian Fraud Pada Instansi Pemerintah
Abstract
This study aims to analyze the influence of the whistleblowing system and big data on fraud detection in the public sector. A quantitative approach was employed by distributing questionnaires to 112 auditors of the Audit Board of Indonesia (BPK) in East Java. Data were processed using the SEM-PLS method. The outer model results confirmed the validity and reliability of the research instruments. The structural model test revealed that the whistleblowing system has no significant effect on fraud detection, while big data shows a positive and significant impact. These findings indicate that big data is more effective in supporting audit processes than manual whistleblowing mechanisms. This study contributes theoretically to the literature on fraud detection and provides practical implications for auditors and policymakers in designing technology-based fraud detection systems.
Downloads
References
Anugerah, R. (2019). Peranan Good Corporate Governance Dalam Pencegahan Fraud. Journal of Chemical Information and Modeling, 53(1), 287. https://scialert.net/abstract/?doi=ijss.2016.1.8
Ashraf, M., Michas, P. N., & Russomanno, D. (2019). The impact of audit committee information technology expertise on the reliability and timeliness of financial reporting. Accounting Review, 95(5), 23–56. https://doi.org/10.2308/ACCR-52622
Atmadja., A. T. K. A. K. S., & Daniel T.H. Manurung. (2019). Proactive Fraud Audit, Whistleblowing and Cultural Implementation of Tri Hita Karana for Fraud Prevention. European Research Studies Journal, XXII(Issue 3), 201–214. https://doi.org/10.35808/ersj/1466
Azhar Huwaiza Fathoni, Jihan Salsabilah, & Nera Marinda Machdar. (2024). Pengaruh Whistleblowing System dan Pengendalian Internal terhadap Pencegahan Fraud. Jurnal Riset Ekonomi Dan Akuntansi, 2(2), 99–110. https://doi.org/10.54066/jrea-itb.v2i2.1815
Batara, I. W. D., & Budiwitjaksono, G. S. (2025). Analisis Strategi Bisnis dalam Memprediksi Kecurangan Laporan Keuangan pada Perusahaan Konstruksi yang Terdaftar Di Bei. Jurnal Akuntansi STIE Muhammadiyah Palopo, 11(1), 165–183. https://doi.org/10.35906/jurakun.v11i1.2393
Bendickson, J., Muldoon, J., Liguori, E., & Davis, P. E. (2016). Agency theory: the times, they are a-changin’. Management Decision, 54(1), 174–193. https://doi.org/10.1108/MD-02-2015-0058
BPK RI. (2024). Tim Polda Jatim Selidiki Hasil Audit BPK Rp 107 M di Jember. 12-4-2024. https://jatim.bpk.go.id/dari-media/tim-polda-jatim-selidiki-hasil-audit-bpk-rp-107-m-di-jember/?utm
Budiwitjaksono, G. S., Munari, M., & Suryaningrum, D. H. (2024). Critical Review of XBRL Financial Reporting: Perspective Pancasila as One of Indonesia’s National Defense Values. Journal of Accouting and Strategic Finance, 7(1), 181–199. https://jasf.upnjatim.ac.id/index.php/jasf/article/view/511/89
Davis, F. D. (1989). Perceived Usefulness, Percived Ease of Use , and User Acceptance of Information Technology. Delle Vicende Dell’agricoltura in Italia; Studio e Note Di C. Bertagnolli., 319–340. https://doi.org/10.5962/bhl.title.33621
Eny Kusumawati, Ika Putri Yuliantoro, E. P. (2021). Pentagon Fraud Analysis in Detecting Fraudulent Financial Reporting Using F-Score Model. Jurnal RAK (Riset Akuntansi Keuangan), 5(2), 119–133. https://doi.org/10.31002/rak.v5i2.3658
Fayezi, S., O’Loughlin, A., & Zutshi, A. (2012). Agency theory and supply chain management: A structured literature review. Supply Chain Management, 17(5), 556–570. https://doi.org/10.1108/13598541211258618
Firmansyah, A., Yuniar, M. R., & Arfiansyah, Z. (2022). Kualitas Laporan Keuangan Di Indonesia: Transparansi Informasi Keuangan Dan Karakateristik Pemerintah Daerah. Jurnal Anggaran Dan Keuangan Negara Indonesia (AKURASI), 4(2), 181–197. https://doi.org/10.33827/akurasi2022.vol4.iss2.art180
Hair, J. F., Sarstedt, M., Hopkins, L., & Kuppelwieser, V. G. (2014). Partial least squares structural equation modeling (PLS-SEM): An emerging tool in business research. European Business Review, 26(2), 106–121. https://doi.org/10.1108/EBR-10-2013-0128
Haqq, A. P. N. A., & Budiwitjaksono, G. S. (2019). Fraud Pentagon for Detecting Financial Statement Fraud. Journal of Economics, Business, and Accountancy Ventura, 22(3), 319–332. https://doi.org/10.14414/jebav.v22i3.1788
Harianto, S. (2024). BPK Temukan Permasalahan di 4 RSUD Jatim, RS Mana Saja? 4-12-2024. https://www.detik.com/jatim/berita/d-7669628/bpk-temukan-permasalahan-di-4-rsud-jatim-rs-mana-saja?utm
Hidayah, V. N., & Nurcahya, Y. A. (2022). Peran Whistleblowing System dan Teknik-teknik Audit pada Audit Investigatif dalam Pengungkapan Fraud. Jurnal Multidisiplin Madani, 2(3), 1509–1520. https://doi.org/10.54259/mudima.v2i3.477
Jr., J. F. H., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2023). Review of Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R: A Workbook. In Structural Equation Modeling: A Multidisciplinary Journal (Vol. 30, Issue 1). https://doi.org/10.1080/10705511.2022.2108813
Kadek, N., Mayuri, L., & Santoso, R. A. (2024). Analisis Data Forensik untuk Mendeteksi Fraud Laporan Keuangan Perusahaan ( Sebuah Literatur Review ). 4, 8756–8772.
Kinaryosih, N. C. R., Budiwitjaksono, G. S., & Wilasittha, A. A. (2024). Faktor-Faktor yang Mempengaruhi Konservatisme Akuntansi dengan Risik Litigasi sebagai Moderator di Perusahaan Barang Konsumsi Non-Siklus yang Terdaftar di BEI. Moneter: Jurnal Keuangan Dan Perbankan, 12(3), 635–644. https://doi.org/10.32832/moneter.v12i3
Lubis, D. K. M., & Budiwitjaksono, G. S. (2023). Analisis Pengendalian Internal, Kesadaran Anti-Fraud, Dan Pengetahuan Fraud Terhadap Pencegahan Fraud. Jambura Economic Education Journal, 5(1), 1–10. https://doi.org/10.37479/jeej.v5i1.14323
Maharani, H. M. (2021). Pengaruh Bystander Effect, Whistleblowing, Dan Perilaku Etis Terhadap Financial Statement Fraud. Paradigma, 18(2), 24–31. https://doi.org/10.33558/paradigma.v18i2.2926
Maisaroh, P., & Nurhidayati, M. (2021). Pengaruh Komite Audit, Good Corporate Governance dan Whistleblowing System terhadap Fraud Bank Umum Syariah di Indonesia Periode 2016-2019. Etihad: Journal of Islamic Banking and Finance, 1(1), 23–36. https://doi.org/10.21154/etihad.v1i1.2752
Mukaromah, I., & Budiwitjaksono, G. S. (2021). Fraud Hexagon Theory dalam Mendeteksi Kecurangan Laporan Keuangan pada Perbankan yang Terdaftar di Bursa Efek Indonesia Tahun 2015-2019. Jurnal Ilmiah Komputerisasi Akuntansi, 14(1), 61–72. https://doi.org/10.51903/kompak.v14i1.355
Nainggolan, N. S., & Nasution, I. P. (2023). Pentingnya Keamanan Big Data Dalam Lembaga Pemerintahan Di Era Digital. Jurnal Sains Dan Teknologi (JSIT), 3(2), 253–257. https://doi.org/10.47233/jsit.v3i2.883
Parker, D. W., Dressel, U., Chevers, D., & Zeppetella, L. (2018). Agency theory perspective on public-private-partnerships: international development project. International Journal of Productivity and Performance Management, 67(2), 239–259. https://doi.org/10.1108/IJPPM-09-2016-0191
Pitaloka, G. G., & Budiwitjaksono, G. S. (2022). Analisis Rasio keuangan terhadap financial Distress saat pandemi pada perusahaan sub sektor Transportasi yang terdaftar di BEI Tahun 2017-2020. Jurnal Ilmiah MEA (Manajemen, Ekonomi, Dan Akuntansi), 6(2), 684–696. https://doi.org/10.31955/mea.v6i2
Pratama, F. W., & Komariyah, E. F. (2023). Examining the Auditors� Acceptance of Big Data Analytics Technology Platform: Evidence from Government Auditors in Indonesia. The Indonesian Journal of Accounting Research, 26(02), 273–302. https://doi.org/10.33312/ijar.714
Putra, N. S., Ritchi, H., & Alfian, A. (2023). Hubungan Big Data Analytics terhadap Kualitas Audit: Penerapan pada Instansi Pemerintah. Jurnal Riset Akuntansi Dan Keuangan, 11(1), 57–72. https://doi.org/10.17509/jrak.v11i1.55139
Putri, R., Sutarjo, A., & Desmiwerita, D. (2023). Pengaruh Penyajian Laporan Keuangan, Aksesibilitas Laporan Keuangan dan Pengawasan Fungsional Terhadap Akuntabilitas Publik. Ekasakti Pareso Jurnal Akuntansi, 1(2), 162–173. https://doi.org/10.31933/epja.v1i2.847
Rahmi, M., Fitri, A., Putra, Y. E., Masdar, R., Marlin, K., Negeri, U. I., Yunus Batusangkar, M., Keuangan, A., Padang, P., Id, M. A., & Author, C. (2024). The Role Of Internal Auditor Independence And Whistleblowing Systems In Detecting Fraud: Literature Review Peran Independensi Auditor Internal Dan Whistleblowing System Dalam Mendeteksi Fraud: Literature Review. Management Studies and Entrepreneurship Journal, 5(1), 597–606. http://journal.yrpipku.com/index.php/msej
Setyaningrum, U. A., & Budiwitjaksono, G. S. (2024). Pengaruh Konservatisme Akuntansi Dan Investment Opportunity Set Terhadap Kualitas Laba Perusahaan Manufaktur Yang Terdaftar Di BEI Tahun 2020-2022. COSTING: Journal of Economic, Business and Accounting, 7(4), 10270–10278. https://doi.org/10.31539/costing.v7i5.1130
Susanti, E. Y., & Budiwitjaksono, G. S. (2019). Fraud Diamond Theory dan Kualitas Pengelolaan Keuangan dengan Moderasi Sistem Pengendalian Internal. Behavioral Accounting Journal (BAJ), 2(2), 207–223. https://doi.org/10.33005/baj.v2i2
Syahputra, B. E., & Afnan, A. (2020). Pendeteksian Fraud: Peran Big Data dan Audit Forensik. Jurnal ASET (Akuntansi Riset), 12(2), 301–316. https://doi.org/10.17509/jaset.v12i2.28939
Syahputra, B. E., & Irawati, A. E. (2023). The Prevention of Bribery in Government Agencies: The Role of Big Data and Whistle-blowing Systems. Jurnal Ilmiah Akuntansi, 7(2), 268–288. https://doi.org/10.23887/jia.v7i2.41356
Syakirun Ni’am, I. (2024). KPK Tetapkan 21 Tersangka dalam Suap Dana Hibah Pemprov Jatim. 12-7-2024. https://kmp.im/plus6%0ADownload aplikasi: https://kmp.im/app6
Taruno, M. A. P., & Budiwitjaksono, G. S. (2025). Pengungkapan Corporate Social Responsibility dan Audit Committee Expertise Terhadap Integirtas Laporan Keuangan. Jambura Economic Education Journal, 7(1), 198–209. https://doi.org/10.37479/jeej.v7i1.25727
Tickner Peter, & Button Mark. (2021). Deconstructing the Origins of Cressey’s Fraud Triangle. Journal of Financial Crime, June 2021.
Tumsifu, E., & Gekombe, C. (2020). Small and Medium Enterprises and Social Media Usage: A Fashion Industry Perspective. University of Dar Es Salaam Library Journal, 15(1), 101–124.
Tutino, M., & Merlo, M. (2019). Accounting fraud: A literature review. Risk Governance and Control: Financial Markets and Institutions, 9(1), 8–25. https://doi.org/10.22495/rgcv9i1p1
Wahyuni, W., & Budiwitjaksono, G. S. (2017). Fraud Triangle Sebagai Pendeteksi Kecurangan Laporan Keuangan. Jurnal Akuntansi, 21(1), 47–61. https://doi.org/10.24912/ja.v21i1.133
Wicaksono, G. S., & Prabowo, T. J. W. (2022). Analisis Faktor-Faktor yang Mempengaruhi Korupsi pada Pemerintah Daerah di Jawa Tengah Menggunakan Teori Fraud Triangle. Owner, 6(1), 1016–1028. https://doi.org/10.33395/owner.v6i1.710
Wiratama, P., & Budiwitjaksono, G. S. (2021). Faktor-Faktor Yang Mempengaruhi Manajemen Laba Pada Perusahaan Badan Usaha Milik Negara (BUMN) Yang Terdaftar Pada Bursa Efek Indonesia (BEI) Tahun 2017 – 2019. Relasi Jurnal Ekonomi, 17(1), 92–121. https://doi.org/10.31967/relasi.v17i1.413
Yandwiputra, A. R. (2024). KPK Periksa Bendahara Setda Sidoarjo Kasus Gus Muhdlor. 18-7-24. https://www.tempo.co/hukum/kpk-periksa-bendahara-setda-sidoarjo-kasus-gus-muhdlor-38864
Yasa, I. W. K., & Haq, A. (2023). Pengaruh Whistleblowing System Terhadap Deteksi Fraud dengan Audit Forensik dan Audit Investigatif Sebagai Variabel Intervening. 3(7), 2577–2587. https://doi.org/10.59141/comserva.v3i07.1035
Bila bermanfaat silahkan share artikel ini
Berikan Komentar Anda terhadap artikel Peran Whistleblowing System dan Big Data Dalam Pendeteksian Fraud Pada Instansi Pemerintah
Pages: 135-143
Copyright (c) 2025 Marchelo Boas Permata, Gideon Setyo Budiwitjaksono

This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under Creative Commons Attribution 4.0 International License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (Refer to The Effect of Open Access).




















