Determinants of Bank Performance: Evidence from Non-Performing Loans (NPL), Net Interest Margin (NIM), Allowance for Impairment Losses (AIL), and Deferred Tax Expense
DOI:
https://doi.org/10.37385/knedkk95Keywords:
Non-Performing Loans (NPL), Net Interest Margin (NIM), Allowance for Impairment Losses (AIL), Deferred Tax ExpenseAbstract
This study investigates the impact of Non-Performing Loans (NPL), Net Interest Margin (NIM), Allowance for Impairment Losses (AIL), and Deferred Tax Expense on the financial performance of conventional commercial banks listed on the Indonesia Stock Exchange (IDX) over the period 2021–2023. Employing a quantitative approach with panel data regression and purposive sampling, 24 banks yielding 72 observations were estimated via the Random Effect Model (REM). Results reveal that NPL exerts a significant negative effect on financial performance, whereas AIL and Deferred Tax Expense demonstrate significant positive effects. NIM, however, shows no significant influence. The model accounts for 24% of the variance in financial performance, suggesting that credit risk management and tax-related accounting components are critical determinants of bank profitability in emerging markets.
References
Adiko, R. G., Astuty, W., & Hafsah. (2019). Pengaruh pengendalian internal, etika auditor, dan good corporate governance terhadap pencegahan fraud PT Inalum. Jurnal Akuntansi dan Keuangan Kontemporer, 2(1), 52–68. https://doi.org/10.30596/jakk.v2i1.4436
Aditantra, J. W., & Chariri, A. (2023). Kecurangan laporan keuangan dalam perspektif fraud hexagon. Jurnal Akademi Akuntansi, 6(4), 634–654. https://doi.org/10.22219/jaa.v6i4.30208
Adyaksana, R. I., & Sufitri, L. N. (2022). Pengaruh moralitas individu, budaya organisasi, dan pengendalian internal terhadap kecurangan akuntansi. Akmenika: Jurnal Akuntansi dan Manajemen, 19(2), 657–662. https://doi.org/10.31316/akmenika.v19i2.3720
Ali, M. M., & Ali, H. (2023). Faktor-faktor pembentuk budaya organisasi: Kepemimpinan, tata nilai, dan motivasi. Jurnal Ilmu Manajemen Terapan, 5(2), 70–79. https://doi.org/10.31933/jimt.v5i2
Anandya, C. R., & Werastuti, D. N. S. (2020). Pengaruh whistleblowing system, budaya organisasi, dan moralitas individu terhadap pencegahan fraud pada PT Pelabuhan Indonesia III (Persero) Benoa Bali. Jurnal Ilmiah Akuntansi dan Humanika, 10(2), 185–194. https://doi.org/10.23887/jiah.v10i2.25933
Angkabrata, M., Taher, A. R., & Fitriana. (2025). Pengaruh moralitas individu, kesesuaian kompensasi karyawan, dan keefektifan pengendalian internal terhadap pencegahan kecurangan (fraud) pada CV Aneka Jaya. Jurnal Kolaboratif Sains, 8(4), 1863–1872. https://doi.org/10.56338/jks.v8i4.7244
Anlilua, P., & Rusmita, S. (2023). Pengaruh whistleblowing system, sistem pengendalian internal, dan budaya organisasi terhadap pencegahan fraud. Jurnal Kajian Ilmiah Akuntansi Fakultas Ekonomi UNTAN (KIAFE), 1(3), 34–48.
Aprilia, K. W. I., & Yuniasih, N. W. (2021). Pengaruh kompetensi aparatur desa, moralitas individu, dan budaya organisasi terhadap pencegahan kecurangan (fraud) dalam pengelolaan keuangan desa. Jurnal Hita Akuntansi dan Keuangan, 25–45.
Ariskayantu, I. G. A. M. N., & Sumadi, N. K. (2023). Pengaruh kompetensi badan pengawas, budaya organisasi, dan sistem pengendalian internal terhadap pencegahan fraud. Hita Akuntansi dan Keuangan, 4, 97–106. https://doi.org/10.32795/hak.v4i4.4255
Brown, A. J., Lawrence, S. A., Olsen, J., Rosemann, B., & Tsahuridu, E. E. (2014). Understanding the impact of whistleblowing: Findings from Australia. Crime, Law and Social Change, 62(1), 141–176. https://doi.org/10.1007/s10611-014-9511-8
Budiarto, I. D. (2023). Manajemen fraud di bank syariah: Studi kualitatif tentang pencegahan dan penanganan kecurangan. Cashless: Journal of Sharia Finance and Banking, 1(2), 140–154.
Cassematis, P. G., & Wortley, R. (2013). Prediction of whistleblowing or non-reporting observation: The role of personal and situational factors. Journal of Business Ethics, 117(3), 615–634. https://doi.org/10.1007/s10551-012-1548-3
Destiyana, A., Yassarah, F. S., & Machdar, N. M. (2024). Pengaruh good corporate governance, pengendalian internal, dan whistleblowing system terhadap pencegahan fraud. Jurnal Akuntansi, 3(3).
Dewi, L. P., Sunaryo, K., & Yulianti, R. (2022). Pengaruh kompetensi aparatur, moralitas individu, budaya organisasi, praktik akuntabilitas, dan whistleblowing terhadap pencegahan fraud. Jurnal Akuntansi Trisakti, 9(2), 323–340. https://doi.org/10.25105/jat.v9i2.13870
Farochi, M. F. F., & Nugroho, A. H. D. (2022). Pengaruh pengendalian internal dan good corporate governance terhadap pencegahan fraud. Jurnal Penelitian dan Pengembangan Sains dan Humaniora, 6(1), 86–92. https://doi.org/10.23887/jppsh.v6i1.46071
Fatimah, K., & Pramudyastuti, O. L. (2022). Analisis peran audit internal dalam upaya pencegahan dan pendeteksian kecenderungan akuntansi fraud. Jurnal Ilmiah Akuntansi dan Bisnis, 7(2), 235–243. https://doi.org/10.38043/jiab.v7i2.3794
Islamiyah, F., Made, A., & Sari, A. R. (2020). Pengaruh kompetensi aparatur desa, moralitas, sistem pengendalian internal, dan whistleblowing terhadap pencegahan fraud dalam pengelolaan dana desa. Jurnal Riset Mahasiswa Akuntansi, 8(1), 1–13.
Kaptein, M. (2011). Understanding unethical behavior by unraveling ethical culture. Human Relations, 64(6), 843–869. https://doi.org/10.1177/0018726710390536
Kurniasari, N. T., Fariyanti, A., & Ristiyanto, N. (2018). Strategi pencegahan kecurangan (fraud) dalam pengelolaan keuangan pemerintah menggunakan analytical hierarchy process. Jurnal Manajemen Pembangunan Daerah, 10, 24–32. https://doi.org/10.29244/jurnal_mpd.v10i-.22693
Lestari, I. A. M. E., & Ayu, P. C. (2021). Pengaruh moralitas individu, komitmen organisasi, dan whistleblowing system terhadap pencegahan kecurangan (fraud) dalam pengelolaan keuangan desa. Hita Akuntansi dan Keuangan, 2(3), 101–116. https://doi.org/10.32795/hak.v2i3.1803
Lisdiono, P., Salim, M., & Suwarno, S. (2023). Pengaruh good corporate governance dan budaya organisasi terhadap pencegahan fraud pada PT Bank Central Asia Tbk. Jurnal Ilmiah Akuntansi Kesatuan, 11(1), 169–176. https://doi.org/10.37641/jiakes.v11i1.1717
Madika, J. A. C., Nangoi, G. B., & Kapojos, P. M. (2021). Analisis penerapan good corporate governance pada PT Bank SulutGo Manado. Jurnal EMBA, 9(3), 283–292. https://doi.org/10.35794/emba.v9i3.34678
Near, J. P., & Miceli, M. P. (2016). After the wrongdoing: What managers should know about whistleblowing. Business Horizons, 59(1), 105–114. https://doi.org/10.1016/j.bushor.2015.09.007
Owusu, G. M. Y., Bekoe, R. A., Ofori, C. G., & Welbeck, E. E. (2022). Antecedents of fraud prevention in public sector organizations: Evidence from developing economies. Journal of Financial Crime, 29(2), 456–472. https://doi.org/10.1108/JFC-06-2021-0124
Putri, N. K., Ludigdo, U., Irianto, G., & Baridwan, Z. (2023). Ethical culture, whistleblowing intention, and fraud prevention: Evidence from Southeast Asian organizations. Journal of Financial Crime, 30(4), 1157–1173. https://doi.org/10.1108/JFC-09-2022-0201
Raharja, D. P., & Sulistyowati, E. (2023). Pengaruh kompetensi aparatur, budaya organisasi, dan moralitas individu terhadap pencegahan fraud dalam pengelolaan dana desa: Studi empiris pada desa di Kecamatan Bangsal. Al-Kharaj: Jurnal Ekonomi, Keuangan & Bisnis Syariah, 6(3), 3384–3398. https://doi.org/10.47467/alkharaj.v6i3.5283
Rosari, R., Zacharias, J., & Pono, R. M. (2021). Pencegahan fraud dalam pelaporan keuangan: Pendekatan faktor individu. Jurnal Ekonomi, Manajemen dan Akuntansi, 24(2), 251–276. https://doi.org/10.35591/wahana.v24i2.393
Said, J., Alam, M. M., Ramli, M., & Rafidi, M. (2018). Integrating ethical values into fraud triangle theory in assessing employee fraud. Journal of International Studies, 11(2), 170–184. https://doi.org/10.14254/2071-8330.2018/11-2/12
Sari, I. P. (2021). Penerapan corporate governance terhadap kinerja perusahaan. Jurnal Institusi Politeknik Ganesha, 4(1), 90–97. https://doi.org/10.33395/juripol.v4i1.10987
Setiawan, D., Hapsari, R. T., & Wibowo, I. (2024). Corporate governance mechanisms and fraud prevention in banking institutions: Evidence from emerging markets. Corporate Governance, 24(2), 327–345. https://doi.org/10.1108/CG-03-2023-0114
Suryadi, N., Kusdiana, Y., & Yusnelly, A. (2025). GCG sebagai variabel moderasi: CSR, IOS, dan struktur modal terhadap nilai perusahaan. Jurnal Akuntansi dan Keuangan, 14(1), 39–47. https://doi.org/10.32520/jak.v14i1.4221
Treviño, L. K., den Nieuwenboer, N. A., & Kish-Gephart, J. J. (2014). Unethical behavior in organizations. Annual Review of Psychology, 65, 635–660. https://doi.org/10.1146/annurev-psych-113011-143745
Vadera, A. K., Aguilera, R. V., & Caza, B. B. (2009). Making sense of whistle-blowing's antecedents: Learning from research on identity and ethics programs. Business Ethics Quarterly, 19(4), 553–586. https://doi.org/10.5840/beq200919432
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