Ukuran Bank Memoderasi Pengaruh CAR, NPL dan BOPO Terhadap Profitabilitasa


Authors

  • Riki Saputra Universitas Stikubank, Semarang, Indonesia
  • Batara Daniel Bagana Universitas Stikubank, Semarang, Indonesia

DOI:

https://doi.org/10.47065/arbitrase.v7i1.3424

Keywords:

CAR; NPL; BOPO; FIRM SIZE; ROA; Capital Adequacy Ratio; Non Performing Loan; Operational Expensess; Profitability

Abstract

This study aims to analyze the effect of Capital Adequacy Ratio (CAR), Non-Performing Loan (NPL), and Operating Costs on Operating Income (BOPO) on Return on Assets (ROA) with Firm Size as a moderating variable in Conventional Commercial Banks for the period 2019 to 2024. The study uses a quantitative approach with secondary data obtained from the annual financial statements of banking companies. The research sample consists of 20 Conventional Commercial Banks selected using a purposive sampling technique to obtain 120 company-year observations. Data analysis was performed using multiple linear regression with the help of Eviews13. The results showed that CAR had no effect on ROA with a coefficient value of -0.014103 and a probability of 0.0618 (>0.05). NPL and BOPO had a significant negative effect with coefficients of -0.140604 and -0.067983 with probability values ??of 0.0002 and 0.0000 (<0.05), respectively. Meanwhile, Firm Size is only able to moderate the influence of NPL and BOPO but does not moderate the influence of CAR on ROA. Firm Size strengthens the negative influence of NPL on ROA and Firm Size weakens the negative influence of BOPO on ROA, the interaction coefficient value of NPL and Firm Size is -0.052218 and a probability value of 0.0121 (<0.05). While the interaction coefficient value between BOPO and Firm Size is 0.005858 with a probability of 0.0062 (<0.05). The results of simultaneous testing with the Goodness of Fit test obtained a probability result of 0.0000 below 0.05 which indicates that CAR, NPL and BOPO simultaneously influence ROA. This finding indicates that these variables are very important in influencing bank profitability. This study provides a theoretical contribution by expanding the empirical evidence that the application of Signaling theory and Agency Theory in explaining the influence of CAR, NPL and BOPO on ROA. In addition, this study provides a methodological contribution through the use of the coefficient of variation as the level of capital adequacy, the level of credit risk and operational efficiency in Conventional Commercial Banks with firm size as a moderating variable, as well as providing a practical contribution as a reference for management and investors in evaluating financial performance that affects profitability.

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References

Agam, D. K. S., & Pranjoto, G. H. (2021). Pengaruh CAR, LDR, BOPO, dan Size Terhadap ROA pada Sektor Perbankan yang Terdaftar di BEI 2015-2019. Jurnal Kajian Ilmu Manajemen, 1(2), 160–167. https://doi.org/10.21107/jkim.v1i2.11597.

Andrianto, A., Fatihuddin, D., & Firmansyah, A. (2019). Manajemen Bank (Pertama). CV. Penerbit Qiara Media.

Aprilia, R., Masdiantini, P. R., & Devi, S. (2026). Pengaruh Penyaluran KUR, NPL, dan BOPO terhadap ROA pada Bank Penyalur KUR di Indonesia. Indonesian Journal of Innovation Multidisipliner Research, 4(2), 5560–5570. https://doi.org/10.69693/ijim.v4i2.977

Ayunda, M. L., & Edy, S. (2026). The Impact Of Camel Components On Bank Profitability: The Moderating Role Of Firm Size In Indonesian Banking. Indonesian Interdisciplinary Journal of Sharia Economics, 9(1), 9193–9210. https://doi.org/10.31538/iijse.v9i1.9706

Dermawan, W. D., & Desiana. (2019). Analisis faktor-faktor yang mempengaruhi profitabilitas (studi pada bank umum konvensional di Indonesia). Jurnal Akuntansi (Universitas Siliwangi), 14(1), 32–39. https://doi.org/10.37058/jak.v14i1.961

Dewi, G. ayu putri prandya, Pradnyani, N. L. S. P., Putri, E., & Suryantari. (2026). Credit risk and liquidity risk with firm size as moderator variable on profitability in state-owned banking. Journal of Applied Sciences in Accounting, Finance and Tax, 9(1), 53–67. https://doi.org/10.31940/jasafint.v9i1.53-67

Fanny, Wijaya, W., Indahwati, Silcya, M., Wijaya, V. C., & Ginting, W. A. (2020). Analisis Pengaruh NPL, NIM, LDR, Dan CAR Terhadap Profitabilitas (ROA) Pada Bank Pemerintah Konvensional Yang Terdaftar Di BEI. Profita?: Komunikasi Ilmiah Akuntansi dan Perpajakan., 13(1), 112–120. https://doi.org/10.22441/profita.2020.v13.01.009

Fibriyanti, Y. V., & Nurcholidah, L. (2020). Pengaruh CAR, NPL, NIM, BOPO Dan LDR Terhadap Profitabilitas Bank Umum Swasta Nasional Devisa. Jurnal Sains Sosio Humaniora, 4(1), 344–350. https://doi.org/10.22437/jssh.v4i2.10863

Gujarati, D. N., & Porter, D. C. (2009). Basic Econometrics (5 ed.). McGraw-Hill/Irwin.

Hery. (2020). Manajemen Perbankan (Edisi Digi). PT Grasindo.

Kasmir. (2017). Manajemen Perbankan (14 ed.). PT RajaGrafarindo Persada.

Kasmir. (2019). Analisis Laporan Keuangan (Revisi). PT Raja Grafindo Persada.

Kirana, P. A., & Waluyo, D. E. (2022). Pengaruh NPL, LDR, BOPO Terhadap ROA Pada Bank Yang Terdaftar Di Bursa Efek Indonesia Periode 2012-2021. JURNAL CAPITAL?: Kebijakan Ekonomi, Manajemen Dan Akuntansi, 4(2), 46–63. https://doi.org/10.33747/capital.v4i2.155

Kustiawati, E., & Abdurohim. (2025). Pengaruh Loan to Deposit Ratio ( LDR ), Capital Adequacy Ratio ( CAR ), dan Non-Performing Loan ( NPL ) terhadap Return on Assets ( ROA ) dengan Ukuran Bank Sebagai Variabel Moderasi pada Bank Perkreditan Rakyat ( BPR ) di Jawa Barat Periode 2019-2023. JIIP?: Jurnal Ilmiah Ilmu Pendidikan, 8(3), 2645–2656. https://doi.org/10.54371/jiip.v8i3.7221

Nugroho, D., Mangantar, M., & Tulung, J. E. (2019). Pengaruh CAR, BOPO, NIM dan NPL Terhadap ROA Industri Bank Umum Swasta Nasional Buku 3 Peride 2014 – 2018. EMBA, 7(3), 4222–4229. https://doi.org/10.35794/emba.v7i3.25038

Prayogi, A. (2024). Non-Performing Loan , Loan To Deposit Ratio , Capital Adequacy Ratio Dan Profitabilitas Bank?: Peran Moderasi Ukuran Bank. Jurnal Ilmiah Akuntansi (Jilak), 1(3), 10–21. https://doi.org/10.69714/v7wsgr62

Prena, G. Das, & Nareswari, S. K. D. (2022). Pengaruh Penerapan PSAK 71 , BOPO dan NPL Terhadap. Wacana Ekonomi (Jurnal Ekonomi, Bisnis dan Akuntansi), 21(2), 175–184. https://doi.org/10.22225/we.21.2.2022.175-184

Putri, W. A., & Tristanto, T. A. (2025). Pengaruh Inflasi, BI Rate, CAR, NPL, BOPO Terhadap ROA pada Bank HIMBARA (Himpunan Bank Milik Negara) yang Terdaftar di Bursa Efek Indonesia Periode 2019 – 2023. AKSIOMA?: Jurnal Sains Ekonomi dan Edukasi, 2(9), 2333–2349. https://doi.org/10.62335/aksioma.v2i9.1817

Rachman, F., Ahmad, M., & Widiastuti, M. . (2023). Faktor-Faktor yang Mempengaruhi Profitabilitas Bank di Indonesia yang di Moderasi Oleh Ukuran. Jurnal Ilmiah Manajemen Bisnis dan Informasi Universitas Sam Ratulangi, 10(3), 1741–1758. https://doi.org/10.35794/jmbi.v10i3.50410.

Rachmawati, S., & Marwansyah, S. (2019). Pengaruh inflasi, bi rate, car, npl, bopo terhadap profitabilitas pada bank bumn. Jurnal Mantik Penusa, 3(1), 117–122. http://iocscience.org/ejournal/index.php/mantik/article/view/83

Rivai, V., Basir, S., Sudarto, S., & Veithzal, A. P. (2013). Commercial Bank Management: Manajemen Perbankan Dari Teori Ke Praktik. PT Raja Grafindo Persada.

Rosandy, N., & Sha, T. L. (2022). Pengaruh Car, Nim, Ldr, Dan Bopo Terhadap Roa Pada Perbankan Di Bei. Jurnal Multiparadigma Akuntansi, 4(4), 1566–1576. https://doi.org/10.24912/jpa.v4i4.21373

Setiawan, S., & Diansyah. (2018). Pengaruh CAR, BOPO, NPL, Inflasi Dan Suku Bunga Terhadap Profitabilitas Pada Bank Umum Konvensional Yang Terdaftar Di Bursa Efek Indonesia. 6(2), 1–17. https://doi.org/10.52447/mmj.v6i2.1400

Siagian, S., Lidwan, N., Ridwan, W., Taruna, H. I., & Roni, F. (2021). Pengaruh BOPO, LDR dan NIM Perbankan Terhadap ROA di Industri Perbankan Indonesia. Jurnal Akrab Juara, 6(4), 151–171. https://doi.org/10.58487/akrabjuara.v6i4.1579

Singh, S. K., Basuki, B., & Setiawan, R. (2021). The Effect of Non-Performing Loan on Profitability?: Empirical Evidence from Nepalese Commercial Banks. The Journal of Asian Finance, Economics and Business, 8(4), 709–716. https://doi.org/10.13106/jafeb.2021.vol8.no4.0709

Siti Nur Azizah. (2024). Analisis Pengaruh CAR, FDR, dan NPF Terhadap profitabilitas Pada Bank Umum Syariah Di Indonesia. Jurnal Riset Keuangan dan Akuntansi, 10(1), 45–57. https://doi.org/10.25134/jrka.v10i1.9719

Sugiyono. (2019). Metode Penelitian Kuantitatif Kualitatif dan R&D. ALFABETA CV.

Tahmat, Cahyana, Y., & Pratiwi, E. S. (2023). The Impact of BOPO, ROE and NIM on Corporate Value: An Empirical of Banking Sector in LQ45 Stock. International Journal of Islamic Business and Management Review, 3(1), 90–101. https://doi.org/10.54099/ijibmr.v3i1.418

Tangngisalu, J., Hasanuddin, R., & Hala, Y. (2020). Effect of CAR and NPL on ROA?: Empirical Study in Indonesia Banks. Journal of Asian Finance, Economics and Business, 7(6), 9–18. https://doi.org/10.13106/jafeb.2020.vol7.no6.009

Thian, A. (2022). Analisis Laporan Keuangan. Penerbit ANDI.

Triana, F., Hamidi, M., & Adrianto, F. (2025). Analisis Pengaruh Kinerja Keuangan terhadap Profitabilitas BRI Regional Office Padang dengan Ukuran Perusahaan sebagai Variabel Moderasi Tahun 2019-2023. Journal of Accounting and Finance Management (JAFM), 6(2), 871–882. https://doi.org/10.38035/jafm.v6i2.2023

Tsany, M. H., & Bagana, B. D. (2022). Pengaruh rasio Net Intersest Margin (NIM), Loan To Deposit Ratio (LDR) dan Non Perfoming Loan (NPL) terhadap profitabilitas bank. Fair Value?: Jurnal Ilmiah Akuntansi dan Keuangan, 5(3), 1247–1257. https://doi.org/10.32670/fairvalue.v5i3.2162

Vinori, J., & Jaya, T. J. (2025). Firm Size As A Moderator?: CAR, FDR And OEIE On ROA. 11(01), 19–34. https://doi.org/10.19109/ifinance.v11i1.25595

Warsiati, W., Sukarno, H. B., & Hernawati, E. (2025). Pengaruh Non Performing Loan (Npl) Dan Belanja Operasional Pendapatan Operasional (Bopo) Terhadap Roa. EKBIS (Ekonomi & Bisnis), 13(1), 11–20. https://doi.org/10.56689/ekbis.v13i1.1930

Yulita, D., & Maryono, M. (2020). Pengaruh Capital Adequacy Ratio (CAR), Non Performing Loan (NPL), Net Interest Margin (NIM), Biaya Operasional Dan Pendapatan. Dinamika Akuntansi, Keuangan dan Perbankan, 9(2), 189–200. https://doi.org/10.35315/dakp.v9i2.8364


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Published: 2026-07-30
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How to Cite

Saputra, R., & Bagana, B. D. (2026). Ukuran Bank Memoderasi Pengaruh CAR, NPL dan BOPO Terhadap Profitabilitasa. ARBITRASE: Journal of Economics and Accounting , 7(1), 508-520. https://doi.org/10.47065/arbitrase.v7i1.3424

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