Determinan profitabilitas pada Bank Pembangunan Daerah di Indonesia: Analisis BOPO, CAR, green banking, NPL, NIM, LDR dan bank size tahun 2021-2024
DOI:
https://doi.org/10.26740/jim.v14n2.p486-502Keywords:
BOPO; CAR; green banking; LDR; NIMAbstract
This study aims to analyze the determination of profitability in Regional Development Banks in Indonesia by examining operational efficiency (BOPO), capital adequacy (CAR), green banking, credit risk (NPL), net interest margin (NIM), liquidity (LDR), and bank size during the 2021-2024 period. The research uses quantitative data derived from secondary sources, including published financial statements and sustainability reports. The population of this study consists of all Regional Development Banks in Indonesia, and the sampling technique applied is saturated sampling, in which the entire population is used as the research sample. Data analysis was conducted using panel data regression with the assistance of STATA 17 software. The results reveal that BOPO has a significant negative effect on profitability, while NIM has a significant positive effect on profitability. Meanwhile, CAR, green banking, NPL, LDR, and bank size show no significant effects on profitability during the study period. These findings indicate that the ability to manage operational expenses efficiently and optimize interest income plays a crucial role in enhancing profitability. Therefore, Regional Development Banks in Indonesia should prioritize strategies focused on improving operational efficiency and strengthening intermediation performance to achieve sustainable profitability.
References
Adhim, C., & Mulyati, M. (2024). The Influence Of Capital Adequacy Ratio (CAR), Non-Performing Loan (NPL), Loan To Deposit Ratio (LDR), And Operational Costs To Operating Income (BOPO) On Return On Asset (ROA) In Banks Listed On The Indonesia Stock Exchange. International Journal of Science, Technology & Management, 5(5), 1067–1075. https://doi.org/10.46729/ijstm.v5i5.1122
Afandi, F. N., & Purnamasari, P. E. (2025). The Influence of Green Banking, Credit Risk, and Operational Efficiency on The Financial Performance of Conventional Banks in 2020-2023. Golden Ratio of Auditing Research, 6(1), 43–56. https://doi.org/10.52970/grar.v6i1.1391
Anggari, Dana, I. (2020). The Effect of Capital Adequacy Ratio, Third Party Funds, Loan to Deposit Ratio, Bank Size on Profitability in Banking Companies on IDX. American Journal of Humanities and Social Sciences Research, 12, 334–338. www.ajhssr.com
Anggraini, D., ARYANI, D., & Prasetyo, I. B. (2020). Analisis Implementasi Green Banking Dan Kinerja Keuangan Terhadap Profitabilitas Bank Di Indonesia (2016-2019). JBMI (Jurnal Bisnis, Manajemen, Dan Informatika), 17(2), 141–161. https://doi.org/10.26487/jbmi.v17i2.11264
Aprizal, A., Basuki, A. T., & Wiranatakusuma, D. B. (2025). Analysis of Islamic Banking Performance in West Nusa Tenggara Post Global Financial Crisis 2008-2009: Error Correction Model Approach. Journal of Islamic Economic and Business Research, 5(1), 93–113. https://doi.org/10.18196/jiebr.v5i1.411
Arif, B., Priono, P. N., Suardy, W., & Azhar, Z. (2024). The Impact of Third Party Funds, Loan To Deposit Ratio And Capital Adequacy Ratio On Return On Assets. Jurnal Ilmiah Manajemen Kesatuan, 12(4), 1137–1146. https://doi.org/10.37641/jimkes.v12i4.2432
Asfahaliza, P. (2022). Pengaruh penerapan green banking terhadap profitabilitas perbankaan di indonesia periode 2016-2021. 1(2), 298–311. https://doi.org/10.21776/csefb.2022.01.2.10.
Astohar. (2017). Profitability of Banks that Go Public on the Indonesian Stock Exchange in 2012 - 2016. Jurnal Dinamika & Bisnis, 15(1), 1–14.
Bhagavath., M., & Sasirekha., D. (2025). A Study on Financial Performance Analysis. Interantional Journal of Scientific Research in Engineering and Management, 09(04), 1–9. https://doi.org/10.55041/ijsrem44008
Doǧan, M., & Yildiz, F. (2023). Testing the Factors that Determine the Profitability of Banks with a Dynamic Approach: Evidence from Turkey. Journal of Central Banking Theory and Practice, 12(1), 225–248. https://doi.org/10.2478/jcbtp-2023-0010
Dwihandayani, D. (2017). Analisis Kinerja Non Performing Loan (Npl) Perbankan Di Indonesia Dan Faktor-Faktor Yang Mempengaruhi Npl. Jurnal Ekonomi Bisnis, 22(100), 265–274.
Ekawati, N., Purwohedi, U., & Warokka, A. (2021). The Influence of Risk Management, Third-Party Funds and Capital Structure on Banking Sector Financial Performance in Indonesia and Thailand with Corporate Governance as Moderating Variable in 2015-2019. Oblik i Finansi, 4(4(94)), 71–80. https://doi.org/10.33146/2307-9878-2021-4(94)-71-80
Eston, M. A. D., Muslim, A., & Widiastuti, M. C. (2024). Pengaruh Karakteristik Bank Terhadap Profitabilitas Bank Di Indonesia. Jurnal Ilmiah Manajemen, Ekonomi, & Akuntansi (MEA), 8(3), 212–235. https://doi.org/10.31955/mea.v8i3.4422
Fanesha, F., Muktiadji, N., & Hendrian, G. (2021). Pengaruh Loan To Deposit Ratio, Capital Adequacy Ratio, Dan Non Performing Loan Terhadap Profitabilitas Perbankan Yang Terdaftar Di Bursa Efek Indonesia (BEI). Jurnal Ilmiah Manajemen Kesatuan, 9(2), 131–140. https://doi.org/10.37641/jimkes.v9i2.764
Fifi Ramadanti, E. S. (2022). Pengaruh NPL , LDR , BOPO dan Nim Terhadap Roa Pada PT . Bank Mandiri. Jurnal Ekombis Review, 10(2), 695–706. https://doi.org/10.37676/ekombis.v10i2
Freeman, R. E. (1984). Strategic Management: A Stakeholder Approach. Pitman.
Ghozali, I. (2021). Aplikasi Analisis Multivariate Edisi 10. Badan Penerbit Universitas Diponegoro.
Greuning, H. van, & Bratanovic, S. B. (2020). Analyzing Banking Risk: A Framework for Assessing Corporate Governance and Risk Management. World Bank Publications.
Hanafi, M. M., & Halim, A. (2016). Analisis Laporan Keuangan. UPP STIM YKPN.
Haryanto, S. B., & Widyarti, E. T. (2017). Analisis Pengaruh NIM, NPL, BOPO, BI Rate dan CAR Terhadap Penyaluran Kredit Bank Umum Go Public Periode 2012-2016. Journal of Management, 6(4), 1–11.
Hasanudin, H., Awaloedin, D. T., & Apriyati, N. (2023). The Effect of LDR Ratio, CAR Ratio and BOPO Ratio on ROA in Conventional Banking on the Indonesia Stock Exchange Period 2015-2020. JMKSP (Jurnal Manajemen, Kepemimpinan, Dan Supervisi Pendidikan), 8(2), 560–571. https://doi.org/10.31851/jmksp.v8i2.11250
Hasna, D. P., Ariyani, D. S., Ula, L. F., Putri, R. S., Prayitno, Y. H., Si, M., & Faridatul Ula, L. (2020). the Effect of Third-Party Funds and Liquidity (Ldr) on Banking Profitability (Roa) (Case Study of Bumn Banks Listed on the Indonesia Stock Exchange From the Effect of Third-Party Funds and Liquidity (Ldr) on Banking Profitability (Roa) (Case Study of Bumn. Palarch’s Journal Of Archaeology Of Egypt/Egyptology, 17(4), 2914. www.ojk.go.id
Ikrom, A., & Syaichu, M. (2024). Analisis Pengaruh CAR, FDR, BOPO, Bank Age, dan Suku Bunga Terhadap Kinerja Keuangan Perbankan Syariah Indonesia Periode 2015-2019. Diponegoro Journal of Management, 13(7), 1–13.
IMF. (2025). Indonesia: Financial Sector Assessment Program-Technical Note on Stress Testing and Systemic Risk Analysis. IMF Staff Country Reports, 2025(053). https://www.elibrary.imf.org/view/journals/002/2025/053/article-A001-en.xml
International Monetary Fund. (2015). Norway: Financial Sector Assessment Program - Financial System Stability Assessment. IMF Staff Country Reports, 15(252), 1. https://doi.org/10.5089/9781513522111.002
Irfany, M. I., & Ulhaqqi, M. F. Y. (2023). The effect of systematic and unsystematic determinants on loan (financing) to deposit ratio in Indonesian banking. Annals of Management and Organization Research, 5(1), 61–72. https://doi.org/10.35912/amor.v5i1.1657
Iskandar, Y. A., & Wijaya, E. (2021). Effect Analysis of CAR, BOPO, NPL, ROA, and Total Assets on LDR at Bank DKI (Period of 2014 – 2018). Jurnal Ilmu Manajemen & Ekonomika, 13(2), 55. https://doi.org/10.35384/jime.v13i2.281
Jaelani, A. (2023). the Effect of Car and Npl on Roa in Banking Companies Listed on the Indonesia Stock Exchange for the 2019-2022 Period. International Journal of Management Studies and Social Science Research, 05(04), 111–118. https://doi.org/10.56293/ijmsssr.2022.4667
Juwita, S., Raga, P. D. J., Prasetyo, F. I., & Rimawan, E. (2018). Effect of CAR (Capital Adequacy Ratio), BOPO (Operational Costs on Operational Revenues) and LDR (Loan to Deposit Ratio) to ROA (Return on Assets) PD Bank Pasar Bogor City. International Journal of Innovative Science and Research Technology, 3(6), 305–309.
Kasmir. (2018). Bank dan Lembaga Keuangan Lainnya. Rajawali Pers.
Kasmir. (2019). Analisis Laporan Keuangan. RajaGrafindo Persada.
Manalu, T. Y., Irwansyah, D. P., Dawai, E., Nabila, A., Aulia, F., & Sumantri, F. (2025). Pengaruh Car, Nim, Bopo Terhadap Roa Pada Pt Bank Rakyat Indonesia Tbk Periode 2005-2024. Jurnal Bisnis Dan Akuntansi Unsurya, 10(2), 175–189. https://doi.org/10.35968/jbau
Marfuah, M., Sakti, B. A., Kusuma, H., & Abdullah, W. R. W. (2025). Green Banking Practices in Indonesia: What is the Role of Corporate Governance? Review of Integrative Business and Economics Research, 14(1), 408–422.
Mkhaiber, A., & Werner, R. A. (2021). The relationship between bank size and the propensity to lend to small firms: New empirical evidence from a large sample. Journal of International Money and Finance, 110, 102281. https://doi.org/10.1016/j.jimonfin.2020.102281
Nouaili, M., & Khemiri, M. A. (2025). Green Growth, Corporate Social Responsibility, and Bank Profitability: Synergies for Sustainable Finance in the Middle East and North Africa Region. International Journal of Economics and Financial Issues , 15(4), 393–404. https://doi.org/10.32479/ijefi.19149
Nufus, H., & Munandar, A. (2021). Analisis Pengaruh CAR Dan NIM Terhadap ROA Pada PT Bank Muamalat Indonesia Tbk. Jurnal Disrupsi Bisnis, 4(6), 497. https://doi.org/10.32493/drb.v4i6.12753
Otoritas Jasa Keuangan. (2025). Indonesia Banking Statistic - December 2024 (OJK (ed.)). Otoritas Jasa Keuangan (OJK). https://ojk.go.id/en/kanal/perbankan/data-dan-statistik/statistik-perbankan-indonesia/Pages/Indonesia-Banking-Statistic---December-2024.aspx
Panayiotis, Athanasoglou Sophocles, B., & Matthaios, D. (2005). Munich Personal RePEc Archive Bank-specific, industry-specific and macroeconomic determinants of bank profitability. Digitalcommons.Iwu.Edu, 32026.
Pasiouras, F., & Kosmidou, K. (2007). Factors influencing the profitability of domestic and foreign commercial banks in the European Union. Research in International Business and Finance, 21(2), 222–237. https://doi.org/10.1016/j.ribaf.2006.03.007
Putri, P. I., Rahayu K, N., Rahmayani, D., & Siregar, M. E. S. (2022). The Effect of Green Banking and Financial Performance on Banking Profitability. Quality - Access to Success, 23(191), 38–45. https://doi.org/10.47750/QAS/23.191.05
Rachman, A. A., & Saudi, M. H. (2021). Green Banking And Profitability(Banks Registered On The Sri-Kehati Index In Indonesia Stock Exchange 2015 - 2019). Turkish Journal of Computer and Mathematics Education, 12(8), 473–486.
Rahmadita, N., & Amri, A. (2024). Pengaruh Financial Leverage Dan Ukuran Perusahaan Terhadap Kinerja Keuangan Bank Umum Syariah Periode 2018-2022. Jurnal Ilmiah Manajemen, Ekonomi, & Akuntansi (MEA), 8(2), 207–227. https://doi.org/10.31955/mea.v8i2.4024
Ratih Kusumawardhani. (2021). Analisis Pengaruh CAR dan BOPO Terhadap ROA Dengan NIM Sebagai Variabel Intervening Pada PT. Journal Ekombis Review, 11(2), 1207–1220. https://jurnal.unived.ac.id/index.php/er/indexDOI:https://doi.org/10.37676/ekombis.v11i12
Rose, P. S., & Hudgins, S. C. (2013). Bank Management & Financial Services. McGraw-Hill Education.
Ross, S. A. (1977). The Determination of Financial Structure: The Incentive-Signalling Approach. The Bell Journal of Economics, 8(1), 23–40. https://doi.org/10.2307/3003485
Spence, M. (1973). Job Market Signaling. The Quarterly Journal of Economics, 87(3), 355–374. https://doi.org/10.2307/1882010
Sugiarto, A. (2024). The impact of CAR , LDR , BOPO , SIZE , And NIM on Banks. 16(2), 259–274.
Sunaryo, D. (2020). The Effect Of Capital Adequacy Ratio (CAR), Net Interest Margin (NIM), Non-Performing Loan (NPL), and Loan To Deposit Ratio (LDR) Against Return On Asset (ROA) In General Banks In Southeast Asia 2012-2018. Ilomata International Journal of Management, 1(4), 149–158. https://doi.org/10.52728/ijjm.v1i4.110
Susila Nengsih, S., Permata Rahmi, P., Surjaatmadja, S., Sudaryo, Y., & Febriyanti, D. (2024). Biaya Operasional Pendapatan Operasional (BOPO), Loan to Deposit Ratio (LDR), Terhadap Return on Assets (ROA) Pada PT Bank Maybank Indonesia TBK Periode Tahun. Pengaruh Net Interest Margin (Nim), 6(06), 8.
Van Horne, J. C., & Wachowicz, J. M. (2012). Fundamentals of Financial Management. Pearson Education.
Whidastira, Y., Bakhri, S., & Khanifa, F. (2024). Analysis of The Influence of Car, NPL, NIM, BOPO, and IDR on ROA at PT. Yogyakarta Special Regional Development Bank (BPD DIY) Period 2015-2022. Jurnal Penelitian Ekonomi Dan Akuntansi, 9(3), 837–857. http://jurnalekonomi.unisla.ac.id/index.php/jpensi
Wijaya, E., & Tiyas, A. W. (2019). Analisis Pengaruh Kecukupan Modal, Likuditas, Risiko Kredit dan Efisiensi Biaya Terhadap Profitabilitas Bank Umum. Jurnal Ekonomi, Manajemen Dan Perbankan (Journal of Economics, Management and Banking), 2(3), 99. https://doi.org/10.35384/jemp.v2i3.108
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