TELAAH PERAN PREVENTIF FRAUD SEBAGAI MEDIATOR DETERMINAN KINERJA ORGANISASI PENGELOLA ZAKAT

Authors

  • faturahman UIN Sulthan Thaha Saifuddin Jambi
  • Ferry Saputra Tanjung
  • Atar Satria Fikri

Keywords:

organizational performance, fraud prevention, institutional governance, internal control, whistleblowing system

Abstract

Zakat Management Organizations are not fraud-proof. The numerous cases of misuse of institutional funds have led to a growing crisis of trust among potential donors. The numerous cases of zakat fund misuse are caused by the internal governance, internal control, and whistleblowing systems of zakat management organizations in Indonesia, which are still lacking. This research aims to examine the influence of institutional governance, internal control, and the whistleblowing system on fraud prevention and the role of fraud prevention as a mediating variable of institutional governance, internal control, and the whistleblowing system on the performance of zakat management organizations in Jambi City. The research was conducted using a quantitative approach using primary data collected through questionnaires and analyzed using PLS. The research objects were zakat management organizations in Jambi City. The results show that institutional governance and the whistleblowing system have a positive but insignificant effect on fraud prevention in zakat management organizations, while the internal control system has a positive and significant effect. Fraud prevention has been shown to have a positive and significant effect on organizational performance. However, institutional governance, internal control systems, and whistleblowing systems did not significantly influence organizational performance, either directly or through fraud prevention as a mediating variable.

 

References

Abdullahi, R., & Mansor, N. (2018). Fraud prevention initiatives in the Nigerian public sector: Understanding the relationship of fraud incidences and the elements of fraud triangle theory. Journal of Financial Crime, 25(2), 527–544. https://doi.org/10.1108/JFC-02-2015-0008

Alshaiti, H. (2023). Influences of Internal Control on Enterprise Performance : Does an Information System Make a Difference ? Journal of Risk and Financial Management, 16, 518.

Andayani, W., & Wuryantoro, M. (2023). Good Corporate Governance , Corporate Social Responsibility and Fraud Detection of Financial Statements. Internasional Journal of Profesional Business Review, 8(5), 1–19.

Anggraeni, N. M., Sailawati, S., & Malini, N. E. L. (2021). Pengaruh Whistleblowing System, Sistem Pengendalian Internal, Budaya Organisasi, dan Keadilan Organisasi Terhadap Pencegahan Kecurangan. Jurnal Akuntansi Keuangan Dan Bisnis, 14(1), 85–92. https://doi.org/10.35143/jakb.v14i1.4613

Anggraini, B. A., & Idayati, F. (2022). Pengaruh Good Governance dan Pengendalian Internal Kinerja Organisasi Sektor Publik. Ilmu Dan Riset Akuntansi, 11(10).

Ansori, D. Y., & Kuntadi, C. (2022). Pengaruh Sistem Informasi Akuntansi, Sistem Pengendalian Internal dan Penerapan Good Corporate Governance dalam Upaya Pencegahan Kecurangan (Fraud). Jurnal Multidisiplin Indonesia, 1(1), 349–354. https://doi.org/10.58344/jmi.v1i1.35

Anwar, A. M., & Septyan, K. (2019). Analisis Sistem Pengendalian Internal Pada Lembaga Amil Zakat Al Azhar. Widyakala Journal, 6(1), 33. https://doi.org/10.36262/widyakala.v6i1.145

Apristiana, A. A., & Utomo, D. C. (2025). Corporate Governance and Fraud : A Systematic Review. Owner: Riset & Jurnal Akunatansi, 9(April), 703–725.

Ariffin, M. I., Mahadi, T. D. M. T., Pakair, S., & Zolkefle, D. F. F. (2025). Exploring the fraud triangle model and microeconomic factors in zakat embezzlement. Journal of Islamic Accounting and Finance Research, 7(1), 21–38. https://doi.org/10.21580/jiafr.2025.7.1.23425

Ayagre, P., & Aidoo-buameh, J. (2014). WHISTLEBLOWER REWARD AND SYSTEMS IMPLEMENTATION EFFECTS ON WHISTLEBLOWING IN ORGANISATIONS. European Journal of Accounting Auditing and Finance Research, 2(1), 80–90.

Baehaqi, A., Chariri, A., Wahyu, T. J., & Diponegoro, U. (2025). The Governance of Zakat Institutions : A Metanarrative Review. Jurnal Reviu Akuntansi Dan Keuangan, 15(02), 396–414. https://doi.org/10.22219/jrak.v15i2.39656

Berlian, B., & Awaluddin, M. (2022). Akuntabilitas Pengelolaan Zakat Berdasarkan Syariah Enterprise Theory (Set). Jurnal Asy-Syarikah: Jurnal Lembaga Keuangan, Ekonomi Dan Bisnis Islam, 4(2), 109–119. https://doi.org/10.47435/asy-syarikah.v4i2.1079

Chen, L. (2019). A Review of Research on Whistle-Blowing. American Journal of Industrial and Business Management, 9(9), 295–305. https://doi.org/10.4236/ajibm.2019.92019

Chimonaki, C., Papadakis, S., & Lemonakis, C. (2023). Perspectives in fraud theories – A systematic review approach. F1000Research, 12, 933. https://doi.org/10.12688/f1000research.131896.1

Daelami, A., Nurrachmi, R., & Muhammad, Z. (2023). Analisis Pengaruh Intellectual Capital ( IC ) Terhadap Kinerja Lembaga Zakat. PJIEFAS: Postgraduated Journal of Islamic Economics, Finances and Accounting Studies, 2(2), 125–150.

Dharmawati, T., Irsyad, S., Pandu, K., & Cakranegara, A. (2022). Mediation Effects of Fraud Prevention on the Relationship of Internal Control , Risk Management and Organizational Performance. ATESTASI: Jurnal Ilmiah Akuntansi, 5(2), 540–555.

Duong, H. K., Ghoul, S. El, Guedhami, O., & Sequeira, E. (2025). Can Whistleblowing Improve Organizational Effectiveness ? Evidence From Financial Reporting Misconduct. Journal of Accounting, Auditing & Finance, 0(0), 1–29. https://doi.org/10.1177/0148558X251319879

Eisenhardt, K. (1989). Agency Theory: An Assessment and Review. Academy of Management, 14(1), 57–74.

Fathurrahman, A., & Hajar, I. (2022). Analisis Efisiensi Kinerja Lembaga Amil Zakat di Indonesia. Jurnal Ekonomi Syariah, 7(1), 67–76.

Faturahman, Fikri, A. S., & Tanjung, F. S. (2024). Peningkatan Daya Saing Pesantren; Kontribusi Good Corporate Governance Dan Informasi Akuntansi Melalui Kinerja Organisasi Pesantren Di Kota Jambi. AKTSAR: Jurnal Akuntansi Syariah, 7(1), 59–81. https://doi.org/10.21043/aktsar.v7i1.24991

Fery, I. (2021). Pengaruh Tata Kelola Perusahaan, Pertimbangan Etis, Pengambilan Keputusan Terhadap Pencegahan Kecurangan Dengan Sistem Pengendalian Internal. Is The Best Accounting Information Systems and Information Technology Business Enterprise This Is Link for OJS Us, 6(2), 136–150. https://doi.org/10.34010/aisthebest.v6i2.4933

Gumelar, W. S., & Kurniawan, P. C. (2024). PENGARUH WHISTLEBLOWING SYSTEM , GOOD CORPORATE GOVERNANCE , DAN BYSTANDER EFFECT TERHADAP FRAUD PREVENTION PADA PT BPR BKK JATENG ( PERSERODA ) KANTOR CABANG KOTA PEKALONGAN. Jurnal Akuntansi Dan Audit Syariah, 124, 108–124.

Gutterman, A. S. (2023). Stakeholder theory. A Guide to Key Theories for Human Resource Management Research, 294–300. https://doi.org/10.5840/iabsproc20011251

Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203

Hamadi, Y. V., Iwan Triyuwono, & Ali Djamhuri. (2024). Konsep Pencegahan Fraud: Berdasarkan Pada Pemahaman “Skizofrenia” dan Psy-Complex Theory. Jurnal Reviu Akuntansi Dan Keuangan, 14(2), 521–537. https://doi.org/10.22219/jrak.v14i2.34550

Hanif, P. (2023). Semiotika Fraud di Badan Amil Zakat Nasional ( BAZNAS ) Daerah. Jurnal Baabu Al-Ilmi, 8(1).

Herlita, S., & Bayunitri, B. I. (2021). Pengaruh Pengendalian Internal Terhadap Pencegahan Kecurangan (Studi Kasus pada PT. Dirgantara Indonesia (Persero) Kota Bandung). Jurnal Akuntansi Bisnis Dan Ekonomi, 7(1), 1805–1830. https://doi.org/10.33197/jabe.vol7.iss1.2021.628

Hormati, A., Syahdan, R., & Buamonabot, I. (2022). An Empirical Study on Good Corporate Governance ( GCG ) and Financial Governance : Firm Size as Control Variable. Society, 10(1), 32–44. https://doi.org/10.33019/society.v10i1.257

Jatmiko, B., Laras, T., & Putra, W. M. (2024). The Influence Of Both External And Internal Elements On Organizational Performance In The Moderation Of Organizational Culture. Jurnal Ekonomi, 13(02), 659–672. https://doi.org/10.54209/ekonomi.v13i02

Jenni, A., & Rosnaini, I. (2022). The Influence of Good Corporate Governance on Financial Performance Through Corporate Social Responsibility. ATESTASI: Jurnal Ilmiah Akuntansi, 5(1), 269–283.

Kagias, P., Cheliatsidou, A., Garefalakis, A., Azibi, J., & Sariannidis, N. (2022). The fraud triangle – an alternative approach. Journal of Financial Crime, 29(3), 908–924. https://doi.org/10.1108/JFC-07-2021-0159

Kristianti, I., & Ardian, N. (2022). Kinerja Organisasi Nirlaba Di Indonesia. Jurnal Ilmu Manajemen, 10, 2022.

Kumar, P. (2024). Terbukti Korupsi, Mantan Kepala Baznas Tanjabtim Asad Arsyad Divonis 2,5 Tahun Penjara, Segini Denda dan Uang Pengganti yang Wajib Dibayar. Www.Jambione.Com. https://www.jambione.com/hukrim/1364634505/terbukti-korupsi-mantan-kepala-baznas-tanjabtim-asad-arsyad-divonis-25-tahun-penjara-segini-denda-dan-uang-pengganti-yang-wajib-dibayar

Kusumastuti, D. (2019). Apakah Penerapan Tata Kelola yang Baik Mampu Mendorong Kinerja Pengelolaan Zakat : Telaah Sistematis Hasil Studi-Studi Empiris di Indonesia. Mabsya: Jurnal Manajemen Bisnis Syariah, 1(1), 79–98. https://doi.org/10.24090/mabsya.v1i1.3152

Kuswati, E. W. (2023). Pengaruh Budaya Organisasi, Moralitas Individu, Pengendalian Internal dan Whistleblowing System Terhadap Pencegahan Kecurangan Akuntansi. JIBEMA: Jurnal Ilmu Bisnis, Ekonomi, Manajemen, Dan Akuntansi, 1(1), 66–76. https://doi.org/10.62421/jibema.v1i1.7

Lisa, O., Muawanah, U., Heriyadi, H., & Dahlan, A. (2023). Internal Control As A Mediator Of Audit Quality. Jurnal Reviu Akuntansi Dan Keuangan, 13(3), 570–587. https://doi.org/10.22219/jrak.v13i3.29188

Lukiman, L., & Wirianata, H. (2024). THE EFFECT OF GOOD CORPORATE GOVERNANCE AND CORPORATE SOCIAL RESPONSIBILITY. International Journal of Application on Economics and Business (IJAEB), 2(2), 3371–3383.

Maaroufi, A. (2022). The effect of internal control components on the organizational performance of Moroccan public organization : a theoretical exploration L ’ effet des composantes du contrôle interne sur la performance organisationnelle des organisations publiques marocain. Revue Du Contrôle de La Comptabilité et de l’Audit, 6(2), 242–262.

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: Jurnal of Islamic Banking and Finance, 1(1), 23–36.

Maisyah, N., & Rihardjo, I. B. (2021). Kinerja lembaga pengelola zakat, infak, dan sedekah dalam perspektif hukum islam. Jurnal Ilmu Dan Riset Akuntansi, 10(7), 1–12.

Majid, N. (2020). Optimalisasi Kinerja Lembaga Amil Zakat Melalui Standar Mutu Iso 9001. Filantropi : Jurnal Manajemen Zakat Dan Wakaf, 1(1), 69–87. https://doi.org/10.22515/finalmazawa.v1i1.2366

Manansang, E., Noegroho, J., & Kus, A. (2013). Whistleblowing system and Organization ’ s Performance. SSRN Electronic Journal, 13.

Marciano, B., Syam, A., Suyanto, & Ahmar, N. (2021). WHISTLEBLOWING SYSTEM DAN PENCEGAHAN FRAUD : SEBUAH TINJAUAN LITERRATUR. Jurnal Akuntansi Berkelanjutan Indonesia, 4(3), 313–324.

Melati, R., Agustiawan, & Rodiah, S. (2022). Pengaruh Budaya Organisasi, Proactive Fraud Audit, Whistleblowing, Dan Pengendalian Internal Terhadap Pencegahan Kecurangan Dalam Pengelolaan Dana Bos. Accounting and Management Journal, 6(1), 17–25. https://doi.org/10.33086/amj.v6i1.2378

Mulyana, A. (2021). Dampak Tata Kelola Lembaga Terhadap Kinerja Lembaga di PPSDM Aparatur. Jurnal Aparatur, 4(1), 22–30. https://doi.org/10.52596/ja.v4i1.18

Nazarova, K., Mysiuk, V., Gordopolov, V., Koval, V., & Danilevičienė, I. (2020). Preventional audit: implementation of SOX control to prevent fraud. Business: Theory and Practice, 21(1), 293–301. https://doi.org/10.3846/btp.2020.11647

Nirmala, N. P. A., Suci, N. M., & Sinarwati, K. (2022). Pengaruh Good Corporate Governance Terhadap Kinerja Lembaga Perkreditan Desa di Kabupaten Gianyar. Jurnal Penelitian Dan Pengembangan Sains Dan Humaniora, 6(2), 182–191. https://doi.org/10.23887/jppsh.v6i2.50410

Nurrohmat, N., Zaretta, B., Setyahuni, S. W., & Safitri, M. (2025). The Influence of Good Corporate Governance ( GCG ) on Corporate Financial Performance : A Moderated Relationship by Firm Size. Internasional Journal of Economics and Management Sciences, 2(2), 245–260.

Onesti, G., & Palumbo, R. (2023). Tone at the Top for Sustainable Corporate Governance to Prevent Fraud. Sustainability (Switzerland), 15(3). https://doi.org/10.3390/su15032198

Pangestu, J. C., & Akwila, K. (2024). Improving MSME Performance : Strategic Management Accounting , Accounting Information Systems , And Management Control Systems Moderated By Financial Technology. Jurnal of Accounting and Finance Management, 5(3), 394–404.

Periansya, P., Dewata, E., Sopiyan, A. R., Sari, Y., & Basyith, A. (2023). Whistleblowing, fraud prevention, and fraud awareness: Evidence from the Palembang Local Government of Indonesia. Problems and Perspectives in Management, 21(2), 556–566. https://doi.org/10.21511/ppm.21(2).2023.51

Pramana, A. C. (2025). A Systematic Literature Review of MSME ’s Internal Control. RISK: Jurnal Riset Bisnis Dan Ekonomi, 05(02), 42–49.

Priandini, E. A. M., & Biduri, S. (2023). Pengaruh Kompetensi Sumber Daya Manusia, Whistleblowing System, Moralitas Individu, Dan Sistem Pengendalian Internal Terhadap Pencegahan Fraud Dalam Pengelolaan Dana BUMDes di Kabupaten Sidoarjo. Innovative Technologica: Methodical Research Journal, 2(4), 1–13. https://doi.org/10.47134/innovative.v2i4.6

Putri, T. E., Kuntadi, C., & Pramukty, R. (2023). Faktor-Faktor Yang Memengaruhi Pencegahan Kecurangan: Peran Audit Internal, Sistem Pengendalian Internal Dan Komitmen Organisasi. Jurnal Economina, 2(7), 1789–1802. https://doi.org/10.55681/economina.v2i7.674

Rachmi, M. R. N., & Reskino. (2023). Determinan Kinerja Lembaga Zakat: Peran Pencegahan Kecurangan Sebagai Variabel Mediasi Dengan Pendekatan Akuntansi Forensik Syariah. Jurnal Informasi, Perpajakan, Akuntansi, Dan Keuangan Publik, 18(1), 111–138. https://doi.org/10.25105/jipak.v18i1.15811

Rahayu, S., Yudi, Sofyan, Rahayu, & Jumaili, S. (2025). Enhancing good governance and fraud prevention for school performance. Cogent Business and Management, 12(1). https://doi.org/10.1080/23311975.2025.2534097

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

Rohemah, R., & Alim, M. N. (2022). Laporan Keuangan Badan Amil Zakat Nasional (Baznas): Perspektif Akuntansi Syariah Dan Pencegahan Fraud. El Muhasaba Jurnal Akuntansi, 13(1), 38–46. https://doi.org/10.18860/em.v13i1.13590

Sanvidge, B. (2024). ACFE - Occupational Fraud 2024 : A Report to the Nations.

Saputra, K. A. K., Mu’ah, Jurana, Korompis, C. W. M., & Manurung, D. T. H. (2022). Fraud Prevention Determinants: A Balinese Cultural Overview. Australasian Accounting, Business and Finance Journal, 16(3), 167–181. https://doi.org/10.14453/aabfj.v16i3.11

Sari, N. M. D., Bantasyam, S., & Damayanti, A. (2021). Pengaruh Pengendalian Internal, Ketaatan Aturan Akuntansi, Kepuasan Kerja Dan Moralitas Manajemen Terhadap Pencegahan Kecurangan Akuntansi (Studi Pada Perusahaan Jasa Kebersihan Pt. Kjc). Jurnal Ilmiah Akuntansi Pancasila (JIAP), 1(1), 14–29. https://doi.org/10.35814/jiap.v1i1.2024

Septiani, A. K., Kuntadi, C., & Pramukty, R. (2023). Pengaruh Budaya Organisasi, Moralitas Individu, Dan Pengendalian Internal Terhadap Pencegahan Kecurangan. Jurnal Economina, 2(6), 1306–1317. https://doi.org/10.55681/economina.v2i6.604

Setiawan, F. W., & Sari, N. (2024). Audit Investigasi Dan Whistleblowing Terhadap Pengungkapan Fraud Laporan Keuangan Dengan Kode Etik Sebagai Variabel Moderasi. Journal of Economic, Management, Accounting and Technology, 7(1), 135–148. https://doi.org/10.32500/jematech.v7i1.6411

Suci, B. M., & Kuntadi, C. (2022). Pengaruh Akuntansi Forensik, Whistleblowing Dan Moralitas Individu Terhadap Pencegahan Kecurangan. SENTRI: Jurnal Riset Ilmiah, 2(1), 260–267. https://doi.org/10.55681/sentri.v2i1.467

Thetty S. (2017). Pengaruh Internal Audit, Pencegahan Fraud terhadap Kinerja Laporan Keuangan. OWNER Riset & Jurnal Akuntansi, 1.

Wahyuni, I. S., Haron, H., & Fernando, Y. (2021). The effects of good governance and fraud prevention on performance of the zakat institutions in Indonesia: a Sharīʿah forensic accounting perspective. International Journal of Islamic and Middle Eastern Finance and Management, 14(4), 692–712.

Wayan, Y. (2022). Pengaruh Whistleblowing dan Penerapan Hukum Karma Phala pada Pencegahan Kecurangan dengan Moderasi Moralitas di LPD Se-Kota Denpasar. Jurnal Bisnis Dan Kewirausahaan, 18(2), 175–184. https://doi.org/10.31940/jbk.v18i2.175-184

www.cnnindonesia.com. (2024). Korupsi Dana Zakat, Eks Ketua Baznas Bengkulu Selatan Divonis Penjara. Www.Cnnindonesia.Com. https://www.cnnindonesia.com/nasional/20240920075139-12-1146282/korupsi-dana-zakat-eks-ketua-baznas-bengkulu-selatan-divonis-penjara

Yulfani, Ansar, M., Yamin, N. Y., Paranoan, S., & Gunarsa, A. (2025). Fraud Prevention : The Contribution of Internal Control , Internal Audit , and Organizational Culture. Quantitative Economics and Management Studies (QEMS), 6(4), 2–12.

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2026-04-30

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