PENGARUH BOPO, CAR, DAN NPL TERHADAP ROA DENGAN FDR SEBAGAI VARIABEL INTERVENING PADA BPR KONVENSIONAL WILAYAH OJK SEMARANG

Authors

  • Nurul Huda Universitas Pancasakti Tegal, Indonesia
  • Dewi Indriasih Universitas Pancasakti Tegal, Indonesia
  • Dien Noviany Rahmatika Universitas Pancasakti Tegal, Indonesia

DOI:

https://doi.org/10.31959/jm.v15i3.4054

Abstract

Introduction: Return on Assets (ROA) is a key indicator of bank profitability, reflecting management's effectiveness in utilizing assets to generate profit. This study examines the effects of Capital Adequacy Ratio (CAR), Operating Expenses to Operating Income (BOPO), and Non-Performing Loan (NPL) on Return on Assets (ROA), with Financing to Deposit Ratio (FDR) as an intervening variable, in Conventional Rural Banks (Bank Perekonomian Rakyat/BPR) supervised by the OJK Semarang Regional Office.
Methods: This quantitative, explanatory study used secondary panel data from the annual financial reports of all 126 Conventional Rural Banks registered under OJK Semarang for the 2020–2024 period (total sampling/sampling jenuh), yielding 630 bank-year observations. Data were analyzed using Structural Equation Modeling-Partial Least Squares (SEM-PLS) with SmartPLS 4, covering outer model evaluation (convergent validity, discriminant validity, reliability) and inner model evaluation (R², f², path coefficients, bootstrapping).
Results: BOPO has a significant negative effect on both FDR and ROA. NPL has a significant negative effect on ROA but not on FDR. CAR has no significant effect on either FDR or ROA. FDR has no significant effect on ROA and does not significantly mediate the effects of BOPO, CAR, or NPL on ROA. The model explains 65.3% of the variance in ROA (R² = 0.653).
Conclusion: Operational efficiency (BOPO) and credit risk (NPL) are the dominant, direct determinants of profitability in Conventional Rural Banks in the OJK Semarang region, while capital adequacy (CAR) and the intermediation function (FDR) do not play a significant direct or mediating role. Bank management should prioritize cost efficiency and credit-risk control as the primary levers for sustaining profitability.

Keywords: Capital Adequacy Ratio; Non-Performing Loan; Operating Expenses to Operating Income; Return on Assets

References

Auliani, F., & Pramudito, B. (2021). Pengaruh DPK, CAR, NPF dan BOPO terhadap ROA pada Bank Perekonomian Rakyat. Jurnal Ekonomi dan Perbankan, 6(2), 88–97.

Aviana, H., & Pratama, A. A. N. (2023). Pengaruh CAR, NPF, dan GWM terhadap profitabilitas dengan FDR sebagai variabel intervening. Jurnal Ilmiah Ekonomi dan Bisnis Islam, 8(1), 101–110.

Dendawijaya, L. (2022). Manajemen perbankan (Edisi revisi). Ghalia Indonesia.

Devi, H. P. (2021). Pengaruh rasio kesehatan bank terhadap ROA pada bank umum syariah di Indonesia. Jurnal Ekonomi dan Keuangan Syariah, 5(2), 122–130.

Farhanditya, F. D., & Mawardi, W. (2021). Pengaruh BOPO, NPL dan LDR terhadap ROA dengan NIM sebagai variabel intervening. Jurnal Ilmu dan Riset Manajemen, 10(6), 1–20.

Ghozali, I. (2018). Structural equation modeling: Metode alternatif dengan Partial Least Squares (PLS) (5th ed.). Badan Penerbit Universitas Diponegoro.

Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2022). A primer on partial least squares structural equation modeling (PLS-SEM) (3rd ed.). Sage Publications.

Hanum, N., & Munawar, M. (2020). Pengaruh BOPO, CAR, dan NPF terhadap ROA pada bank umum syariah di Indonesia. Jurnal Ilmu Perbankan Syariah, 2(1), 14–25.

Hery. (2021). Manajemen keuangan: Pendekatan praktik. Grasindo.

Indirayni. (2022). Pengaruh dana pihak ketiga dan NPL terhadap ROE dengan FDR sebagai variabel intervening pada PT Bank Perekonomian Rakyat Supra Artapersada Sukabumi. Jurnal Akuntansi dan Perbankan, 12(2), 33–41.

Irawan, H. (2023). Manajemen bank dan kinerja keuangan. ANDI.

Kasmir. (2021). Analisis laporan keuangan (Edisi revisi). Rajawali Pers.

Kasmir. (2022). Manajemen perbankan (Edisi terbaru). Rajawali Pers.

Lestari, D. M., & Iqbal, M. (2022). Pengaruh CAR, BOPO, NPF, dan FDR terhadap ROA pada bank syariah. Jurnal Ekonomi Syariah dan Perbankan, 6(1), 98–106.

Manaf, M. A., & Bawono, A. (2021). Pengaruh SIMA, CAR, NPF terhadap profitabilitas dengan FDR sebagai variabel intervening. Jurnal Riset Perbankan Syariah, 9(1), 77–86.

Mutmainnah, S., & Wirman, W. (2022). Pengaruh CAR, BOPO, FDR, dan NPF terhadap ROA bank syariah. Jurnal Riset Akuntansi dan Keuangan, 7(1), 22–33.

Nurkhalifa. (2021). Laporan keuangan dan analisis kinerja bank. Pustaka Mitra.

Pinasti, A. D., & Mustikawati, R. I. (2022). Pengaruh NPL, CAR, dan BOPO terhadap ROA. Jurnal Ekonomi dan Akuntansi, 3(2), 64–72.

Putri, N. K. D. A., dkk. (2018). Pengaruh DPK, CAR, NPL, dan BOPO terhadap profitabilitas BPR di Kota Denpasar. Jurnal Akuntansi, 25(3), 1855–1875.

Rachmawati, S., & Marwansyah. (2022). Kinerja keuangan dan rasio profitabilitas bank. Deepublish.

Rafinur, A., Arditha, A., & Rusmianto, R. (2023). Pengaruh CAR, LDR, BOPO dan NPL terhadap ROA pada sektor perbankan di Bursa Efek Indonesia. Jurnal Riset Ekonomi dan Bisnis, 10(1), 55–65.

Riyadi, S. (2022). Manajemen bank dan analisis rasio keuangan. Rajawali Pers.

Safitri, A. F., & Setiawan, D. (2022). Pengaruh BOPO, CAR, dan NPF terhadap ROA pada bank umum syariah. Jurnal Ilmu Keuangan Syariah, 5(2), 48–56.

Spence, M. (1973). Job market signaling. Quarterly Journal of Economics, 87(3), 355–374. https://doi.org/10.2307/1882010

Suciaty, A., Putri, F., & Haryati, R. (2023). Pengaruh NPL, CAR, dan BOPO terhadap profitabilitas bank BUMN. Jurnal Akuntansi dan Perbankan, 7(1), 45–52.

Sugiyono. (2023). Metode penelitian kuantitatif, kualitatif dan R&D. Alfabeta.

Sumarni, A., Rahmatika, D. N., & Yunita, E. A. (2026). The influence of Capital Adequacy Ratio, BOPO, and Loan to Deposit Ratio on Non-Performing Loans in conventional banks in Indonesia listed on IDX. Dialektika: Jurnal Ekonomi dan Ilmu Sosial, 11(1), 203–217. https://doi.org/10.36636/dialektika.v11i1.7608

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Published

2026-09-25

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