The Impact of Credit Risk, Capital Adequacy, Liquidity, and Efficiency on Return on Assets in Indonesian Banking

Authors

  • Sparta STIE Indonesia Banking School
  • Aura Nanda Safhira STIE Indonesia Banking School

Keywords:

credit risk, Capital Adequacy Ratio, liquidity, Efficiency, Bank size

Abstract

This study aims to determine the effect of credit risk, capital adequacy, liquidity and efficiency on return on assets of banks in Indonesia with the control variable bank size. This research was conducted at Conventional Commercial Banks listed on the Indonesia Stock Exchange for the period 2019 to 2023. The research population is the annual report of conventional banks in Indonesia so that the number of samples obtained is 37 banks using purposive sampling method. The analysis method used is data panel analysis. The results showed that credit risk has no effect on return on assets, capital adequacy has no effect on return on assets, liquidity has a significant positive effect on return on assets, efficiency has a significant positive effect on return on assets and bank size has an effect on return on assets. The managerial implications of this study indicate that despite increased credit risk, banks in Indonesia can still maintain profitability through strengthening risk management, optimizing capital utilization, balanced liquidity management, improving operational efficiency, and strategically managing bank size growth. The novelty of this research lies in its use of the most recent period covering the pandemic and recovery phase, as well as the integration of key banking indicators into a comprehensive empirical model. Managerial implications highlight the need for strengthening liquidity management, enhancing operational efficiency, and optimizing bank scale to maintain profitability in a dynamic economic environment.

References

Abdurrohman. (2020). Pengaruh Capital Adequacy Ratio (CAR), Loan to Deposit Ratio (LDR) dan Non Performing Loan (NPL) Terhadap Return On Asset (ROA) Pada Sektor Perbankan di Bursa Efek Indonesia. Jurnal Revenue, 01(01). https://doi.org/10.46306/rev.v1i1

Abiola, I. (2014). the Impact of Credit Risk Management on the Commercial. 3(5), 295–306. https://doi.org/10.18488/journal.11/2014.3.5/11.5.295.306

Sari, A. W., Indiworo, H. E., & Violinda, Q. (2024b). Analisis Faktor-Faktor Pengaruh Kinerja Keuangan dan Ukuran Perusahaan Terhadap Profitabilitas Bank. Jurnal Riset Rumpun Ilmu Ekonomi, 3(1), 38–56. https://doi.org/10.55606/jurrie.v3i1.2165

Agung, O. :, Seto, A., Bisnis, J. A., Sriwijaya, P. N., & Septianti, D. (2021). Dampak Pandemi Covid 19 Terhadap Kinerja Keuangan Sektor Perbankan di Indonesia. Jurnal Ekonomi Dan Bisnis, 8(2).

Anindiansyah, G., Sudiyatno, B., Puspitasari, E., & Susilawati, Y. (2020). Pengaruh CAR, NPL, BOPO dan LDR Terhadap ROA dengan NIM Sebagai Variabel Intervening (Studi pada Bank Yang Go Public di Bursa Efek Indonesia Periode Tahun 2015-2018).

Anisya Febiyanti, Safinah Annajah, Siti Humaira Syarif, & Marina Ery Setiyawati. (2022). analisis efektivitas dalam penerapan kemitraan industri perbankan indonesia: a literature review. Inisiatif: Jurnal Ekonomi, Akuntansi Dan Manajemen, 2(1), 99–111. https://doi.org/10.30640/inisiatif.v2i1.455

Asysidiq, K. M., & Sudiyatno, B. (2022). Pengaruh CAR, NPL, LDR, GDP dan Inflasi Terhadap ROA Pada Bank Umum Swasta Nasional yang Terdaftar di Bursa Efek Indonesia Periode 2017-2021. Jurnal Mirai Management, 7(2), 66–84. https://doi.org/10.37531/mirai.v7i2.2014

Ayu, I. G., Ambarawati, D., & Abundanti, N. (2018). Pengaruh Capital Adecuacy Ratiom Non-Performing Loan, Loan to Deposit Ratio terhadap Return on Asset. E-Jurnal Manajemen Unud, 7(5), 2410–2441.

Azizah, S. N. (2024). Analisis pengaruh car, fdr, dan npf terhadap profitabilitas pada bank umum syariah di indonesia. In Februari (Vol. 10). www.ojk.go.id

Dae, B. I., & Sidik, S. (2024). Pengaruh Capital Adequacy Requirement (CAR), Beban Operasional Terhadap Pendapatan Operasional (BOPO), dan Financing to Deposit Ratio (FDR) Terhadap Return on Asset (ROA) Pada Bank Umum Syariah. Jurnal Ilmiah Wahana Pendidikan, 10(1), 188–196. https://doi.org/10.5281/zenodo.10465790

Damayanti, A. Calista. M. W. (2022). Pengaruh ukuran bank (size), loans to deposit ratio (ldr), capital adequacy ratio (car), non- performing loans (npl), diversifikasi pendapatan, dan bopo terhadap kinerja bank di indonesia. diponegoro journal of management, 11(2337–3792).

Dewi, A. (2017). Pengaruh CAR, BOPO, NPL, NIM, dan LDR terhadap ROA pada Perusahaan di Sektor Perbankan yang Terdaftar di BEI Periode 2012-2016. Jurnal Pundi, 1(3), 223–236. https://doi.org/10.31575/jp.v1i3.55

Dewi, N. K. C., & Badjra, I. B. (2020). the Effect of Npl, Ldr and Operational Cost of Operational Income on Roa. American Journal of Humanities and Social Sciences Research, 7, 171–178. www.ajhssr.com

El-Chaarani, H., Ismail, T. H., El-Abiad, Z., & El-Deeb, M. S. (2022). The impact of COVID-19 on financial structure and performance of Islamic banks: a comparative study with conventional banks in the GCC countries. Journal of Economic and Administrative Sciences. https://doi.org/10.1108/jeas-07-2021-0138

Godfrey, J., Tarca, A., & Scott. (2010). Accounting Theory (7th ed.). Wiley Australia.

Gujarati, D. N., & Porter, D. C. (2016). Dasar-Dasar Ekonometrika = Basic Econometrics (Buku 1) (5th ed.). Salemba Empat.

Herlyana Dewi Cahyani, & Amirudin Amirudin. (2024). Pengaruh Non-Performing Loan (NPL) dan Capital Adequacy Ratio (CAR) terhadap Profitabilitas (ROA) Perusahaan Perbankan Tahun 2014 - 2023. Jurnal Publikasi Ilmu Manajemen, 3(3), 121–130. https://doi.org/10.55606/jupiman.v3i3.4181

Hunjra, A. I., Mehmood, A., Nguyen, H. P., & Tayachi, T. (2020). Do firm-specific risks affect bank performance? International Journal of Emerging Markets. https://doi.org/10.1108/IJOEM-04-2020-0329

Ichsan, R. N., Suparmin, S., Yusuf, M., Ismal, R., & Sitompul, S. (2021). Determinant of Sharia Bank’s Financial Performance during the Covid-19 Pandemic. Budapest International Research and Critics Institute (BIRCI-Journal): Humanities and Social Sciences, 4(1), 298–309. https://doi.org/10.33258/birci.v4i1.1594

Ikatan Bankir Indonesia. (2014). Memahami Bisnis Bank: Modul Sertifikasi Tingkat I General Banking.

Ikatan Bankir Indonesia. (2015). Manajemen Risiko 2: Modul Sertifikasi Manajemen Risiko Tingkat II (1st ed.). PT. Gramedia Pustaka Utama.

Irawati, Z., & Ismadi. (2019). Analisis Pengaruh Capital Adequacy Ratio (CAR), Net Interest Margin (NIM), Non-Performing Loan (NPL), Biaya Operasional Terhadap Pendapatan Operasional (BOPO), Loan to Deposit Ratio (LDR) dan Size Terhadap Profitabilitas (Studi Kasus Pada Perusahaan Perbankan yang Terdaftar di Bursa Efek Indonesia Periode 2013-2017).

Ishak, S., Abdullah, J., & Hasan, W. (2024). Pengaruh Intellectual Capital dan Ukuran Perusahaan Terhadap Profitabilitas Perbankan di Bursa Efek Indonesia. Jurnal Ilmiah Akuntansi Dan Bisnis, 9(1), 71–79. https://doi.org/10.38043/jiab

Jarwani, G., Sahri, M., Rohmah, N. A., & Nurlatifah, R. (2023). the influence of financial ratios on banking financial performance. Journal of Islamic Economic Scholar, 4(1), 31–40.

Kartikasari, D., & Merianti, M. (2016). The effect of leverage and firm size to profitability of public manufacturing companies in Indonesia. International Journal of Economics and Financial Issues, 6(2), 409–413.

Sadie, Keisha Alvera Herwina & Nyale, M. Hendri Yan. (2024). Dampak Implementasi Risiko Kredit, Risiko Likuiditas, Modal Bank, Ukuran Bank Terhadap Profitabilitas. Al-Kharaj: Jurnal Ekonomi, Keuangan & Bisnis Syariah, 6(8). https://doi.org/10.47467/alkharaj.v6i8.4143

Kessek, E. V, Saerang, I. S., & Karuntu, M. M. (2024). pengaruh kecukupan modal, efisiensi operasional, kredit bermasalah, dan marjin pendapatan terhadap profitabilitas bank umum di bei periode 2018-2022. Jurnal EMBA, 12, 429–440.

Kinanti, A., & Putra, A. (2024). Pengaruh NPL, LDR, dan CAR terhadap ROA pada Bank Umum Konvensional.

Lukman Dendawijaya. (2009). Manajemen Perbankan (2nd ed.). Penerbit Ghalia Indonesia.

Million, G., Matewos, K., & Sujata, S. (2015). The impact of credit risk on profitability performance of commercial banks in Ethiopia. African Journal of Business Management, 9(2), 59–66. https://doi.org/10.5897/ajbm2013.7171

Muhammad Ferly, M., Rinofah, R., & Kusumawardhani, R. (2023). Analisis Pengaruh CAR dan BOPO Terhadap ROA Dengan NIM Sebagai Variabel Intervening Pada PT. Bank Pembangunan Daerah Kalimantan Periode Tahun 2011 – 2021. Journal Ekombis Review, 11(2), 1207–1220. https://doi.org/10.37676/ekombis.v11i12

Parenrengi, S., & Hendratni, T. W. (2018). Pengaruh dana pihak ketiga, kecukupan modal dan penyaluran kredit terhadap profitabilitas bank. Jurnal Manajemen Strategi Dan Aplikasi Bisnis, 1(1), 9–18. https://doi.org/10.36407/jmsab.v1i1.15

Pinasti, W. F., & Mustikawati, R. I. (2018). Pengaruh CAR, BOPO, NPL, NIM dan LDR Terhadap Profitabilitas Bank Umum Periode 2011-2015. www.idx.co.id .

Praja, N. B. A., & Hartono, U. (2019). Pengaruh ukuran perusahaan, capital adequacyratio, loan to depositratio, dan nonperforming loanterhadap profitabilitas bank umum swasta nasional devisa yang terdaftar di indonesia periode 2012-2016.

Pratama, M. S., Mubaroh, S., & Afriansyah, R. (2021). Pengaruh car, ldr, nim, bopo terhadap roa pada sektor perbankan go public di bei 2016-2018. Jurnal FEB Universitas, 17(1), 118–126.

Rama Artikanaya, I. K. (2024). Pengaruh Inflasi, Leverage, Dan Ukuran Perusahaan Terhadap Profitabilitas Dan Return Saham. Jurnal Ilman: Jurnal Ilmu Manajemen, 12(2).

Rohmiati, E., Winarni, & Soebroto, N. W. (2019). analisis pengaruh bopo, npl, nim, dan ldr terhadap profitabilitas pada bank umum di indonesia periode 2012-2017. Keunis Majalah Ilmiah-ISSN, 7(1). www.kontan.co.id

Ross, S. A., Westerfield, R. W., & Jordan, B. D. (2022). Fundamentals of Corporate Finance (Thirteenth Edition). New York Mc Graw Hill.

Sadie, K. A. H. S., & Nyale, M. H. Y. (2024). Dampak Implementasi Risiko Kredit, Risiko Likuiditas, Modal Bank, Ukuran Bank Terhadap Profitabilitas. Al-Kharaj: Jurnal Ekonomi, Keuangan & Bisnis Syariah, 6(8). https://doi.org/10.47467/alkharaj.v6i8.4143

Sanusi, A. (2017). Metodologi Penelitian Bisnis. Salemba Empat.

Saunders, A., & Cornett, M. M. (2017). Financial Institutions Management A Risk Management Approach.

Sekaran, U. (2011). Metodologi Penelitian Untuk Bisnis. Salemba Empat.

Septiana, D. R., Saerang, I. S., & Rumokoy, L. J. (2024). analisis pengaruh rasio keuangan terhadap profitabilitas bank umum swasta nasional periode 2017-2021. Jurnal EMBA, 12, 243–255.

Setiawan, S., & Diansyah. (2018). pengaruh car, bopo, npl, inflasi dan suku bunga terhadap profitabilitas pada bank umum konvensional yang terdaftar di bursa efek indonesia (Vol. 6, Issue 2). www.journal.uta45jakarta.ac.id

Seto, A. A., & Septianti, D. (2021). Dampak Pandemi Covid-19 Terhadap Kinerja Keuangan Sektor Perbankan di Indonesia. Jurnal Ekonomi Dan Bisnis, 8(2).

Setyarini, A. (2020). Analisis Pengaruh CAR, NPL, NIM, BOPO, LDR Terhadap ROA (Studi Pada Bank Pembangunan Daerah di Indonesia Periode 2015-2018). Research Fair Unisri 2019, 4(1), 282–290.

Shen, X., & Hartarska, V. (2013). Derivatives as risk management and performance of agricultural banks. Agricultural Finance Review, 73(2), 290–309. https://doi.org/10.1108/AFR-07-2012-0036

Sparta. (2017). analisis pengaruh efisiensi dan kecukupan modal terhadap kinerja keuangan pada bank pembangunan daerah di indonesia. Jurnal Ekonomi Dan Bisnis , 20(ISSN 1979-6471).

Subramanyam, K. R. (2014). Financial Statement Analysis (11th ed.). McGraw-Hill Education: Singapore.

Sumarni. (2021). peran bank sebagai lembaga perantara (intermediary) ditinjau dari undang-undang nomor 10 tahun 1998. jurnal ganec swara, 15. http://journal.unmasmataram.ac.id/index.php/gara

Taswan. (2010). Manajemen Perbankan: Konsep, Teknik dan Aplikasi (2nd ed.). UPP STIM YKPN Yogyakarta.

Yola, E., & Satrianto, A. (2024). Pengaruh Variabel Makroekonomi dan Indikator Rasio Keuangan Terhadap Profitabilitas Bank Umum Konvensional di Indonesia. http://ejournal.unp.ac.id/students/index.php/epb/index

Yudiartini, D. A. S., & Dharmadiaksa, I. B. (2016). Pengaruh Rasio Keuangan Terhadap Kinerja Keuangan Sektor Perbankan di Bursa Efek Indonesia. E-Jurnal Akuntansi Universitas Udayana, 1183–1209.

Guerry, N., & Wallmeier, M. (2017). Valuation of diversified banks: New evidence. Journal of Banking & Finance, 80, 203–214. https://doi.org/10.1016/J.JBANKFIN.2017.04.004

Published

10-01-2026

How to Cite

Sparta, & Safhira, A. N. (2026). The Impact of Credit Risk, Capital Adequacy, Liquidity, and Efficiency on Return on Assets in Indonesian Banking. Jurnal Manajemen, 17(1). Retrieved from http://150.107.142.43/index.php/manajemen/article/view/22177