Determinants of Financial Performance of Regional Development Banks in Java Island: Evidence from Panel Data 2020-2024

Authors

  • Priska Basariana Panggabean Universitas Pelita Harapan

DOI:

https://doi.org/10.37385/ijedr.v7i1.10672

Keywords:

Financial Profitability Ratios, Regional Development Banks, Inclusive Economic Development, Financial Performance, CAMEL

Abstract

This study examines the determinants of financial performance, measured by Return on Assets (ROA), among six Regional Development Banks (Bank Pembangunan Daerah/BPD) in Java Island, Indonesia, over the period 2020–2024. The sample comprises Bank DKI, Bank BJB, Bank Banten, Bank Jateng, Bank BPD DIY, and Bank Jatim. Using panel data from audited annual reports and analysed using multiple linear regression in SPSS 29, the study investigates the effects of Net Interest Margin (NIM), Capital Adequacy Ratio (CAR), Loan-to-Deposit Ratio (LDR), and Non-Performing Loan (NPL) on ROA. The study period spans both the COVID-19 pandemic crisis of 2020–2021 and the recovery phase of 2022–2024, providing a comprehensive view of RDBs’ financial dynamics under varying macroeconomic conditions. The findings reveal that NIM has a significant positive effect on ROA, whereas CAR, LDR, and NPL do not have statistically significant individual effects; the full model explains 83.6% of the variance in ROA. These results contribute new empirical insights into the financial behaviour of Indonesian regional development banks during and after an economic crisis, with practical implications for bank management, regional government shareholders, and banking regulators.

 

References

Arintoko, A. (2021). Internal factors affecting commercial bank lending: Symmetric and asymmetric effects of macro-level data evidence. Jurnal Keuangan dan Perbankan, 25(3), 717–733. https://doi.org/10.26905/jkdp.v25i3.5760

Badan Pusat Statistik. (2023). Statistik Indonesia 2023 [Statistical yearbook of Indonesia 2023]. BPS–Statistics Indonesia. https://www.bps.go.id

Darjana, D., Wiryono, S. K., & Koesrindartoto, D. P. (2022). Does credit performance change in the post-COVID-19? Evidence from Java Island, Indonesia. Buletin Ekonomi Moneter dan Perbankan, 25(2), 257–272. https://doi.org/10.21098/bemp.v25i2.1894

Devi, S., Warasniasih, N. M. S., Masdiantini, P. R., & Musmini, L. S. (2020). The impact of COVID-19 pandemic on the financial performance of firms on the Indonesia Stock Exchange. Journal of Economics, Business, and Accountancy Ventura, 23(2), 226–242. https://doi.org/10.14414/jebav.v23i2.2313

Haryanto, S., Aristanto, E., Assih, P., Aripin, Z., & Bachtiar, Y. (2021). Loan to deposit ratio, risiko kredit, net interest margin dan profitabilitas bank. AFRE (Accounting and Financial Review), 4(1), 146–154. https://doi.org/10.26905/afr.v4i1.6154

Hermuningsih, S., Sari, P. P., & Rahmawati, A. D. (2020). The influence of third-party funds, non-performing loans (NPL) on credit distribution with profitability as intervening variable in commercial banks. International Journal of Economics, Business and Accounting Research (IJEBAR), 4(2), 40–50. https://doi.org/10.29040/ijebar.v4i02.988

Hosen, M. N., Muhari, S., & Kardius, K. C. (2021). The effects of productivity and liquidity on the profitability of Islamic banks in Indonesia. Al-Iqtishad: Jurnal Ilmu Ekonomi Syariah, 13(2), 411–430. https://doi.org/10.15408/aiq.v13i2.22585

Huong, T. T. X., Nga, T. T. T., & Oanh, T. T. K. (2021). Liquidity risk and bank performance in Southeast Asian countries: A dynamic panel approach. Quantitative Finance and Economics, 5(1), 111–133. https://doi.org/10.3934/qfe.2021006

I Made Sudiartana, I. M., Rupa, I. W., & Dewi, I. G. A. A. O. (2021). The influence of macroeconomic indicators on profitability: A case study of regional development banks in Indonesia. The Journal of Asian Finance, Economics and Business, 8(8), 581–590. https://doi.org/10.13106/jafeb.2021.vol8.no8.0581

Mardhiyaturrositaningsih. (2022). The impact of the COVID-19 pandemic on the financial performance of Islamic rural banks in Central Java. Muqtasid: Jurnal Ekonomi dan Perbankan Syariah, 13(1), 63–76. https://doi.org/10.18326/muqtasid.v13i1.63-76

Mateev, M., Sahyouni, A., & Al Masaeid, T. (2022). Bank performance before and during the COVID-19 crisis: Does efficiency play a role? Banks and Bank Systems, 17(3), 1–20. https://doi.org/10.21511/bbs.17(3).2022.01

Otoritas Jasa Keuangan. (2020). Peraturan OJK Nomor 11/POJK.03/2020 tentang stimulus perekonomian nasional sebagai kebijakan countercyclical dampak penyebaran Coronavirus Disease 2019. Otoritas Jasa Keuangan. https://www.ojk.go.id

Otoritas Jasa Keuangan. (2023). Laporan profil industri perbankan triwulan IV 2022 [Banking industry profile report Q4 2022]. Otoritas Jasa Keuangan. https://www.ojk.go.id

Panggabean, P. B. (2023). PENERAPAN METODE CAMEL DALAM PENILAIAN KONDISI KESEHATAN BANK UMUM PEMERINTAH DI INDONESIA. JMBI UNSRAT (Jurnal Ilmiah Manajemen Bisnis Dan Inovasi Universitas Sam Ratulangi)., 10(3), 2411–2419. https://doi.org/10.35794/jmbi.v10i3.54140

Panggabean, P. B. (2023). PENGUKURAN RASIO KEUANGAN TERHADAP KINERJA BANK PEMERINTAH Di INDONESIA. JMBI UNSRAT (Jurnal Ilmiah Manajemen Bisnis Dan Inovasi Universitas Sam Ratulangi)., 10(3), 1847–1858

Rachim, R. (2021). Financial services authority on profitability with external factors as moderating variables at regional development banks in Indonesia. Accounting, 7(5), 1085–1094. https://doi.org/10.5267/j.ac.2021.3.020

Rifansa, M. B., Aisyah, N., & Pulungan, F. (2022). The effect of CAR, NPL, NIM, LDR, and BOPO on return on assets (ROA) in Bank IV Indonesia. Budapest International Research and Critics Institute Journal (BIRCI-Journal), 5(2), 15723–15737. https://doi.org/10.33258/birci.v5i2.5484

Satyagraha, F. T., Purwono, R., & Sari, D. W. (2022). An analysis of the performance of regional development banks (RDB) in Indonesia: Stochastic frontier analysis approach. Economies, 10(9), 228. https://doi.org/10.3390/economies10090228

Siddique, A., Khan, M. A., & Khan, Z. (2022). The effect of credit risk management and bank-specific factors on the financial performance of the South Asian commercial banks. Asian Journal of Accounting Research, 7(2), 182–194. https://doi.org/10.1108/AJAR-08-2020-0071

Susanti, S., Putra, R., & Bahtiar, M. D. (2023). Banking performance before and during the COVID-19 pandemic: Perspectives from Indonesia. Cogent Economics and Finance, 11(1), 2202965. https://doi.org/10.1080/23322039.2023.2202965

Suyanto, S. (2021). The effect of bad credit and liquidity on bank performance in Indonesia. The Journal of Asian Finance, Economics and Business, 8(3), 451–458. https://doi.org/10.13106/jafeb.2021.vol8.no3.0451

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

Widarjono, A., Mifrahi, M. N., & Perdana, A. R. A. (2020). Determinants of Indonesian Islamic rural banks' profitability: Collusive or non-collusive behavior? Journal of Asian Finance, Economics, and Business, 7(11), 657–668. https://doi.org/10.13106/jafeb.2020.vol7.no11.657

Widyastuti, P. F., & Aini, N. (2021). Pengaruh CAR, NPL, LDR terhadap profitabilitas bank (ROA) tahun 2017–2019. JIMAT: Jurnal Ilmiah Mahasiswa Akuntansi Universitas Pendidikan Ganesha, 12(3), 1020–1026. https://doi.org/10.23887/jimat.v12i3.35234

Yanti, N. I., Komalasari, A., & Prasetyo, T. J. (2021). Does COVID-19 have an impact on bank performance in Indonesia? A comparative analysis based on BUKU. Journal Dimensie Management and Public Sector, 2(2), 9–18. https://doi.org/10.48173/jdmps.v2i2.90

Downloads

Published

2026-02-28

How to Cite

Panggabean, P. B. (2026). Determinants of Financial Performance of Regional Development Banks in Java Island: Evidence from Panel Data 2020-2024. International Journal of Economics Development Research (IJEDR), 7(1), 31–47. https://doi.org/10.37385/ijedr.v7i1.10672