The Role of Fee-Based Income on the Financial Performance of Conventional Commercial Banks in Indonesia

Authors

  • Abimanyu Program Studi Magister Ilmu Ekonomi, Fakultas Ekonomi dan Bisnis, Universitas Trisakti, Jakarta, Indonesia.
  • Rinaldi Rustam Program Studi Magister Ilmu Ekonomi, Fakultas Ekonomi dan Bisnis, Universitas Trisakti, Jakarta, Indonesia.
  • Mona Adriana Sutrisno Program Studi Magister Ilmu Ekonomi, Fakultas Ekonomi dan Bisnis, Universitas Trisakti, Jakarta, Indonesia.

DOI:

https://doi.org/10.38035/dijefa.v6i4.4979

Keywords:

Fee-Based Income, Interest Income, Financial Performance, Financial Ratios

Abstract

This study aims to examine the role of Fee-Based Income on the financial performance of conventional commercial banks in Indonesia during the period 2018–2023. The primary focus of this research is to explore the contribution of Fee-Based Income to the total bank revenue, identify the factors driving the increase in non-interest income, and analyze its impact on financial performance indicators, particularly Return on Assets (ROA). The data used in this study is secondary data obtained from the annual reports of conventional commercial banks listed on the Indonesia Stock Exchange (IDX) for the 2018–2023 period. The variables analyzed include Fee-Based Income, Interest Rate, Inflation, Exchange Rate, as well as several financial ratios such as BOPO (Operating Expenses to Operating Income), Loan to Deposit Ratio (LDR), Capital Adequacy Ratio (CAR), Non-Performing Loan (NPL), and Return on Assets (ROA). Using a quantitative approach with statistical analysis methods, this study finds that Fee-Based Income shows a rising trend in its contribution to total bank revenue, driven by digital efficiency and product diversification strategies. The analysis also indicates that an increase in Fee-Based Income has a significant impact on bank profitability, as reflected in the ROA ratio. These findings offer both theoretical and practical contributions to understanding the shifting structure of banking income and strategies for improving the financial performance of conventional commercial banks in the digital era.

References

Aizsa, A., Nurwati, S., & Harinie, L. T. (2020). Pengaruh Tingkat Suku Bunga Dan Inflasi Terhadap Harga Saham Dengan Nilai Tukar Rupiah Sebagai Variabel Intervening Pada Jakarta Islamic Index (JII) Yang Terdaftar Di Bursa Efek Indonesia. Jurnal Manajemen Sains Dan Organisasi, 1(1), 28–39. https://doi.org/10.52300/jmso.v1i1.2368

Al-Harbi, A. (2019). The determinants of conventional banks profitability in developing and underdeveloped OIC countries. Journal of Economics, Finance and Administrative Science, 24(47), 4–28. https://doi.org/10.1108/JEFAS-05-2018-0043

Al-Sharkas, A. A., & Al-Sharkas, T. A. (2022). the Impact on Bank Profitability: Testing for Capital Adequacy Ratio, Cost-Income Ratio and Non-Performing Loans in Emerging Markets. Journal of Governance and Regulation, 11(1), 231–243. https://doi.org/10.22495/jgrv11i1siart4

Anggari, N. L. S., & Dana, I. M. (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, 4(12), 334–338.

Arianti, S. P., Fatah, A., & Wahyuni, S. T. (2022). Pengaruh Fee Based Income, Likuiditas, dan Kredit Bermasalah terhadap Profitabilitas Perbankan Konvensional. Bharanomics, 3(1), 29–38. https://doi.org/10.46821/bharanomics.v3i1.328

Azad, A. S. M. S., Azmat, S., & Hayat, A. (2019). What determines the profitability of Islamic banks: Lending or fee? International Review of Economics and Finance, 1–15. https://doi.org/10.1016/j.iref.2019.05.015

Barizi, T., Fatoni, R., Fitrowati, Z., & Khasanah, U. (2021). Moderasi NPF terhadap Intervensi BOPO dan CAR pada Kinerja Keuangan Bank Syariah di Indnesia 2019-2021. Al-Kharaj?: Jurnal Ekonomi, Keuangan & Bisnis Syariah, 4(2), 328–344. https://doi.org/10.47467/alkharaj.v4i2.651

Bintari, V. I., Santosa, A. D., & Hamzah, R. A. (2019). Pengaruh Interest Based Income Dan Fee Based Income Terhadap Return on Assets Pada Bank Mandiri (Persero) Tbk. Jurnal Ekonomi Manajemen, 5(Mei), 24–34.

Daniel. (2023). Pengaruh Biaya Operasional, Modal Dan Pinjaman Beredar Terhadap Kinerja Keuangan Credit Union Dengan Inflasi Sebagai Variabel Moderator (Studi Empiris Di Kalimantan Barat). Equator Journal of Management and Entrepreneurship Magister, 11(3), 187–204.

Dendawijaya, L. (2015). Manajemen Perbankan. Ghalia Indonesia.

Do, H. L., Ngo, T. X., & Phung, Q. A. (2020). The effect of non-performing loans on profitability of commercial banks: Case of Vietnam. Accounting, 6(3), 373–386. https://doi.org/10.5267/j.ac.2020.1.001

Hadian, N., & Phety, D. T. O. (2021). The Effect of Non-Performing Loans and Loan to Deposit Ratio on Return On Assets in the Banking Industry. Turkish Journal of Computer and Mathematics Education, 12(8), 791–798.

Isayas, Y. N. (2022). Determinants of banks’ profitability: Empirical evidence from banks in Ethiopia. Cogent Economics & Finance, 10(1). https://doi.org/doi.org/10.1080/23322039.2022.2031433

Jumono, S., Sugiyanto, & Fathmala, C. M. (2019). Determinants of Profitability in Banking Industry: A Case Study ofIndonesia. Asian Economic and Financial Review, 9(1), 91–108. https://doi.org/10.18488/journal.aefr.2019.91.91.108

Kurnia, T., & Wahyudi, S. (2022). Pengaruh CAR, FDR, dan BOPO dengan NPF sebagai Variabel Moderating terhadap Kinerja Keuangan Perbankan Syariah di Indonesia. Jurnal Studi Manajemen Organisasi, 18(2), 49–59. https://doi.org/10.14710/jsmo.v18i2.39204

Ledhem, M. A., & Mekidiche, M. (2020). Economic growth and financial performance of Islamic banks: a CAMELS approach. Islamic Economic Studies, 28(1), 47–62. https://doi.org/10.1108/ies-05-2020-0016

Lusmeida, H., & Gunawan, E. S. (2025). The Capital Adequacy Ratio Moderated Enterprise Risk Management on Financial Distress. Jurnal Riset Bisnis Dan Manajemen, 18(1), 163–178.

Madugu, A. H., Ibrahim, M., & Amoah, J. O. (2020). Differential effects of credit risk and capital adequacy ratio on profitability of the domestic banking sector in Ghana. Transnational Corporations Review, 12(1), 37–52. https://doi.org/10.1080/19186444.2019.1704582

Maria, M. B., & Hussain, F. (2023). Does inflation expectation affect banks’ performances? Evidence from Indian banking sector. Journal of Economic and Administrative Sciences. https://doi.org/https://doi.org/10.1108

Maulida, N. A., & Arfiansyah, M. A. (2024). Analisis Pengaruh Rasio Keuangan Terhadap Profitabilitas Perbankan Syariah Di Indonesia Dengan Inflasi Sebagai Varibel Pemoderasi. Jurnal Pemikiran Dan Penelitian Ekonomi Islam, 12(2), 253–273.

Monika, A., Hakim, A. L., & Ahmad, A. N. (2022). Pengaruh Current Asset Saving Account (CASA) dan Fee-Based Income (FBI) Terhadap Return on Asset (ROA) Pada Bank Jabar-Banten Syariah (BPJS) Periode 2016-2020. Jurnal Ekonomi Syariah Pelita Bangsa, 7(2), 138–147.

Moorcy, N. H., Alwi, M., & Yusuf, T. (2021). Pengaruh Inflasi, Suku Bunga, dan Nilai Tukar Terhadap Indeks Harga Saham Gabungan di Bursa Efek Indonesia. Jurnal Geo Ekonomi, 12(1), 67–78.

Ozili, P. K. (2019). Non-performing loans and financial development: new evidence. Journal of Risk Finance, 1–23. https://doi.org/10.1108/JRF-07-2017-0112

Pandiangan, C. M., Hasanuddin Pohan, S., & Siyo, K. (2024). Analysis Of Fee Based Income And Interest Earnings on Net Profit. Jurnal Scientia, 13(03), 181–192.

Sholika, S. A., & Zaki, A. (2021). Pengaruh non-performing loan (NPL), beban operasional pendapatan operasional (BOPO), capital adequancy ratio (CAR) dan struktur kepemilikan terhadap kinerja keuangan bank tahun 2018-2022. Jurnal Ilmu Manajemen, 12(4), 1023–1038.

Soewarno, N., & Tjahjadi, B. (2020). Measures that matter: an empirical investigation of intellectual capital and financial performance of banking firms in Indonesia. Journal of Intellectual Capital, 21(6), 1085–1106. https://doi.org/10.1108/JIC-09-2019-0225

Sugiyono. (2020). Metode Penelitian Kuantitatif, Kualitatif, dan R&D. Alfabeta.

Tamin, M., Hilmi, & Satria, I. (2022). Pengaruh Biaya Operasional Pendapatan Operasional (BOPO) Dan Financing To Deposit Ratio (FDR) Terhadap Profitabilitas Pada Bank Umum Syariah Di Indonesia Tahun 2016-2020. Jurnal Akuntansi Malikussaleh, 1(1), 123–136.

Uddin, K. (2022). Effect of Leverage, Operating Efficiency, Non-Performing Loan, and Capital Adequacy Ratio on Profitability of Commercial Banks in Bangladesh. European Journal of Business and Management Research, 7(3), 2017–2020.

Winarso, E., Gunanta, R., & Prayitno, Y. H. (2020). Analisis Non Performing Loan (NPL) dan Loan to Deposit Ratio (LDR) Terhadap Kinerja Bank Perkreditan Rakyat (BPR) di Kota Bandung. Journal of Accounting, Finance, Taxation, and Auditing (JAFTA), 2(1), 67–88. https://doi.org/10.28932/jafta.v2i1.2942

Worku, A. T., Bayleyegne, Y. W., & Tafere, Z. B. (2024). Determinants of profitability of insurance companies in Ethiopia: evidence from insurance companies from 2011 to 2020 years. Journal of Innovation and Entrepreneurship, 13(4), 1–19. https://doi.org/10.1186/s13731-023-00357-1

Wulandari, A., & Ibrahim, M. A. (2023). Pengaruh BOPO, FDR, CAR, dan Modal Intelektual terhadap Kinerja Keuangan Bank Umum Syariah. Jurnal Riset Perbankan Syariah, 3(1), 67–74.

Published

2025-08-19

How to Cite

Abimanyu, Rustam, R., & Sutrisno, M. A. (2025). The Role of Fee-Based Income on the Financial Performance of Conventional Commercial Banks in Indonesia. Dinasti International Journal of Economics, Finance & Accounting, 6(4), 3072–3093. https://doi.org/10.38035/dijefa.v6i4.4979

Similar Articles

1 2 3 4 5 6 7 8 9 10 > >> 

You may also start an advanced similarity search for this article.