Determinants of Bank Financial Performance in Indonesia: The Role of Governance, Capital Structure, Firm Size, and Intellectual Capital
Keywords:
Corporate Governance, Capital Structure, Financial Performance, Firm Size, Intellectual Capital.Abstract
This study analyzes the determinants affecting the financial performance of commercial banks in Indonesia, employing secondary data from banks listed on the IDX from 2019 to 2023. The analysis examines corporate governance, capital structure, firm size, and intellectual capital as independent variables, uses ROA and ROE as indicators of bank performance. We apply panel data regression using STATA 17. The findings show that corporate governance and capital structure do not exert a measurable impact on either ROA or ROE. Firm size improves ROE but does not materially affect ROA. By contrast, intellectual capital consistently and strongly enhances both ROA and ROE, highlighting its central role in bank profitability in Indonesia. This research offers critical insights for bank management to improve performance and for regulators to formulate effective regulations that promote the stability and sustainability of the banking sector in Indonesia.
References
Ahmed, F., Rahman, M. U., Rehman, H. M., Imran, M., Dunay, A., & Hossain, M. B. (2024). Corporate capital structure effects on corporate performance pursuing a strategy of innovation in manufacturing companies. Heliyon, 10(3), e24677. https://doi.org/10.1016/j.heliyon.2024.e24677
Akter, R., & Roy, J. K. (2017). The impacts of non-performing loan on profitability: an empirical study on banking sector of Dhaka Stock Exchange. International Journal of Economics and Finance, 9(3), 126. https://doi.org/10.5539/ijef.v9n3p126
Alam, Y., Azizah, S. N., & Caroline, C. (2025). Digital transformation in banking management: Optimizing operational efficiency and enhancing customer experience. International Journal of Management Science and Information Technology, 5(1), 46–55. https://doi.org/10.35870/ijmsit.v5i1.3646
Albetairi, H. T. A., Kukreja, G., & Hamdan, A. (2018). Integrated reporting and financial performance: Empirical evidences from Bahraini listed insurance companies. Accounting and Finance Research, 7(3), 102. https://doi.org/10.5430/afr.v7n3p102
Ani Asmara, R., Widi Hariyanti, & Agus Endrianto Suseno3. (2022). The Influence of Good Corporate Governance on Banking Financial Performance Period 2016-2020. Accounting and Finance Studies, 2(3), 141–156. https://doi.org/10.47153/afs23.4372022
Bhagat, S., & Bolton, B. (2019). Corporate governance and firm performance: The sequel. Journal of Corporate Finance, 58, 142–168. https://doi.org/10.1016/j.jcorpfin.2019.04.006
Buallay, A. (2019). Is sustainability reporting (ESG) associated with performance? Evidence from the European banking sector. Management of Environmental Quality: An International Journal, 30(1), 98–115. https://doi.org/10.1108/MEQ-12-2017-0149
Bui, T. N., Nguyen, X. H., & Pham, K. T. (2023). The effect of capital structure on firm value: A study of companies listed on the Vietnamese stock market. International Journal of Financial Studies, 11(3), 100. https://doi.org/10.3390/ijfs11030100
Capriglione, F., & Casalino, N. (2014). Improving corporate governance and managerial skills in banking organizations. International Journal of Advanced Corporate Learning (IJAC), 7(4), 17. https://doi.org/10.3991/ijac.v7i4.3993
Dang, N. H., Hoang, T. V. H., & Tran, M. D. (2017). Impact of Cost Control on Business Efficiency of Small and Medium Sized Enterprises in Thai Binh, Vietnam. International Finance and Banking, 4(2), 112. https://doi.org/10.5296/ifb.v4i2.12030
Donker, H., & Zahir, S. (2008). Towards an impartial and effective corporate governance rating system. Corporate Governance: The International Journal of Business in Society, 8(1), 83–93. https://doi.org/10.1108/14720700810853428
Farah, F. N. A., & Firdayetti. (2022). Effect of Financial Performance and Business Risk on Capital Structure. Journal of Applied Management and Business (JAMB), 3(2), 55–64. https://doi.org/10.37802/jamb.v3i2.269
García Castro, J. P., Duque Ramírez, D. F., & Moscoso Escobar, J. (2021). The relationship between intellectual capital and financial performance in Colombian listed banking entities. Asia Pacific Management Review, 26(4), 237–247. https://doi.org/10.1016/j.apmrv.2021.03.002
Ghozali, I. (2017). Analisis Multivariat dan Ekonometrika (2nd ed.).
Guermazi, I. (2020). The determinants of Sukūk issuance in GCC countries. Islamic Economic Studies, 28(1), 25–45. https://doi.org/10.1108/IES-08-2019-0026
Gupta, N., & Mahakud, J. (2020). Ownership, bank size, capitalization and bank performance: Evidence from India. Cogent Economics & Finance, 8(1), 1808282. https://doi.org/10.1080/23322039.2020.1808282
Gusmawanti, A., Supaijo, S., Iqbal, M., & Fasa, M. I. (2020). The Nexus Between FDR, NPF, BOPO Toward Profitability Of Indonesian Islamic Bank. Al-Amwal : Jurnal Ekonomi Dan Perbankan Syari’ah, 12(2), 167. https://doi.org/10.24235/amwal.v12i2.7155
Hamsyi, N. F. (2019). The impact of good corporate governance and Sharia compliance on the profitability of Indonesia’s Sharia banks. Problems and Perspectives in Management, 17(1), 56–66. https://doi.org/10.21511/ppm.17(1).2019.06
Haris, M., Yao, H., Tariq, G., Malik, A., & Javaid, H. (2019). Intellectual Capital Performance and Profitability of Banks: Evidence from Pakistan. Journal of Risk and Financial Management, 12(2), 56. https://doi.org/10.3390/jrfm12020056
Hesniati, H., Margaretha, F., & Kristaung, R. (2019). Intellectual capital, knowledge management, and firm performance in Indonesia. European Journal of Business and Management Research, 4(6). https://doi.org/10.24018/ejbmr.2019.4.6.133
Hsu, I., & Sabherwal, R. (2012). Relationship between Intellectual Capital and Knowledge Management: An Empirical Investigation. Decision Sciences, 43(3), 489–524. https://doi.org/10.1111/j.1540-5915.2012.00357.x
Hwang, D.-Y., Lee, A. C., Liu, C.-C., & Ouyang, L. (2009). Balanced performance index and its implications: Evidence from Taiwan’s commercial banks. Review of Pacific Basin Financial Markets and Policies, 12(01), 27–62. https://doi.org/10.1142/S0219091509001538
Jonsdottir, B., Sigurjonsson, T. O., Johannsdottir, L., & Wendt, S. (2022). Barriers to using ESG data for investment decisions. Sustainability, 14(9), 5157. https://doi.org/10.3390/su14095157
Jurevičienė, D., & Rauličkis, D. (2020). Forecasting banks return on equity using leading economic indicators. Business: Theory and Practice, 21(2), 460–468. https://doi.org/10.3846/btp.2020.12664
Kumar, K., & Prakash, A. (2019). Developing a framework for assessing sustainable banking performance of the Indian banking sector. Social Responsibility Journal, 15(5), 689–709. https://doi.org/10.1108/SRJ-07-2018-0162
Malini, H. (2021). Transparancy and accountability contribution toward sustainability of banking sector in Indonesia. Business Innovation and Entrepreneurship Journal, 3(4), 275–282. https://doi.org/10.35899/biej.v3i4.337
Mehzabin, S., Shahriar, A., Hoque, M. N., Wanke, P., & Azad, Md. A. K. (2023). The effect of capital structure, operating efficiency and non-interest income on bank profitability: new evidence from Asia. Asian Journal of Economics and Banking, 7(1), 25–44. https://doi.org/10.1108/AJEB-03-2022-0036
Menicucci, E., & Paolucci, G. (2016). The determinants of bank profitability: empirical evidence from European banking sector. Journal of Financial Reporting and Accounting, 14(1), 86–115. https://doi.org/10.1108/jfra-05-2015-0060
Molla, Md. I. (2020). Capital structure and bank performance: Empirical evidence from Bangladesh. Asian Journal of Finance & Accounting, 12(1), 161. https://doi.org/10.5296/ajfa.v12i1.17014
Mubeen, R., Han, D., Abbas, J., Álvarez-Otero, S., & Sial, M. S. (2021). The Relationship Between CEO Duality and Business Firms’ Performance: The Moderating Role of Firm Size and Corporate Social Responsibility. Frontiers in Psychology, 12. https://doi.org/10.3389/fpsyg.2021.669715
Mukhtaruddin, M., Ubaidillah, U., Dewi, K., Hakiki, A., & Nopriyanto, N. (2019). Good Corporate Governance, Corporate Social Responsibility, Firm Value, and Financial Performance as Moderating Variable. Indonesian Journal of Sustainability Accounting and Management, 3(1), 55. https://doi.org/10.28992/ijsam.v3i1.74
Musah, A. (2018). The impact of capital structure on profitability of commercial banks in Ghana. Asian Journal of Economic Modelling, 6(1), 21–36. https://doi.org/10.18488/journal.8.2018.61.21.36
Neves, M. E. D., Gouveia, M. D. C., & Proença, C. A. N. (2020a). European bank’s performance and efficiency. Journal of Risk and Financial Management, 13(4), 67. https://doi.org/10.3390/jrfm13040067
Neves, M. E. D., Gouveia, M. D. C., & Proença, C. A. N. (2020b). European Bank’s Performance and Efficiency. Journal of Risk and Financial Management, 13(4), 67. https://doi.org/10.3390/jrfm13040067
Onour, I. A., Assandri, A., & Abdo, M. M. (2019). A bank size and competitive advantage in the UK banking sector. Management and Economics Research Journal, 5, 1. https://doi.org/10.18639/MERJ.2019.872979
Pandoyo. (2020). Influence of CAR, LDR, NPL and BOPO on ROA on Commercial Banks Listed on the Indonesia Stock Exchange in 2010-2016. Journal of Economics, Finance and Management Studies, 03(12). https://doi.org/10.47191/jefms/v3-i12-11
Peraturan Otoritas Jasa Keuangan Tentang Bank Umum, Pub. L. No. Nomor 12/PJOK.03/2021 (2021).
Purba, J. H. V., & Bimantara, D. (2020). The Influence of Asset Management on Financial Performance, with Panel Data Analysis. Proceedings of the 2nd International Seminar on Business, Economics, Social Science and Technology (ISBEST 2019). https://doi.org/10.2991/aebmr.k.200522.031
Quintero-Quintero, W., Blanco-Ariza, A. B., & Garzón-Castrillón, M. A. (2021). Intellectual capital: A review and bibliometric analysis. Publications, 9(4), 46. https://doi.org/10.3390/publications9040046
Raharjo, E. (2007). TEORI AGENSI DAN TEORI STEWARSHIP DALAM PERSPEKTIF AKUNTANSI.
Raz, A. F. (2018). Risk and capital in Indonesian large banks. Journal of Financial Economic Policy, 10(1), 165–184. https://doi.org/10.1108/JFEP-06-2017-0055
Saif-Alyousfi, A. Y. H. (2022). Determinants of bank profitability: evidence from 47 Asian countries. Journal of Economic Studies, 49(1), 44–60. https://doi.org/10.1108/JES-05-2020-0215
Saputra, R., & Firdausy, C. M. (2023). The impact of good corporate governance and firm size on the financial performance of banking companies listed on the Indonesian stock exchange. Jurnal Manajemen Bisnis Dan Kewirausahaan, 7(3), 515–524. https://doi.org/10.24912/jmbk.v7i3.23862
Sari, L. A., & Hutagaol, Y. R. I. (2009). Debt to equity ratio, degree of operating leverage stock beta and stock returns of food and beverages companies on the Indonesian Stock Exchange. Journal of Applied Finance & Accounting, 2(1), 1–12. https://doi.org/10.21512/jafa.v2i1.149
Scholtens, B., & Van’t Klooster, S. (2019). Sustainability and bank risk. Palgrave Communications, 5(1), 105. https://doi.org/10.1057/s41599-019-0315-9
Siam, A. Z., & Khanji, I. M. (2015). The effect of capital competence on the Jordanian banks profitability. International Journal of Economics and Finance, 7(6). https://doi.org/10.5539/ijef.v7n6p243
Siddik, Md., Kabiraj, S., & Joghee, S. (2017). Impacts of capital structure on performance of banks in a developing economy: Evidence from Bangladesh. International Journal of Financial Studies, 5(2), 13. https://doi.org/10.3390/ijfs5020013
Sik Cho, Y. (2013). The effect of business diversification on a firm’s performance, depending on its dynamic capabilities and market dynamism. Journal of Management and Strategy, 4(3). https://doi.org/10.5430/jms.v4n3p1
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
Sofian, S., Dwijayanti, S. P. F., & Wijaya, H. (2020). Intellectual capital and firm performance in the Indonesian non-financial firms. Jurnal Keuangan Dan Perbankan, 24(1). https://doi.org/10.26905/jkdp.v24i1.3574
Subarnas, D., & Gunawan, Y. (2019). Effect of good corporate governance on profitability. JOURNAL OF AUDITING, FINANCE, AND FORENSIC ACCOUNTING, 7(2), 90–96. https://doi.org/10.21107/jaffa.v7i2.6721
Sukamto, C. S., Widyanto, M. L., & . H. (2019). The influence of capital structure, profitability and company size towards manufacturing company the pharmaceutical sector value of IDX period of 2012-2015. South Asian Research Journal of Business and Management, 01(02), 72–77. https://doi.org/10.36346/sarjbm.2019.v01i02.006
Sunaryo, D. (2020). The Effect of Net Profit Margin, Return on Asset, Return on Equity on Share Prices in The Southeast Asian Metal Industry. International Journal of Science, Technology & Management, 1(3), 198–208. https://doi.org/10.46729/ijstm.v1i3.47
Syukriyah, S., Maharani, S. N., & Putri, D. M. (2020). Analysis of the Capital Adequate Ratio (CAR), Non-Performing Loans (NPL), and Return on Assets (ROA) Effect on Credit Distribution of Commercial Banks Listed on the Indonesia Stock Exchange. International Journal of Accounting & Finance in Asia Pasific, 3(2), 91–96. https://doi.org/10.32535/ijafap.v3i2.838
Tarawneh, A., Abdul-Rahman, A., Mohd Amin, S. I., & Ghazali, M. F. (2024). A systematic review of fintech and banking profitability. International Journal of Financial Studies, 12(1), 3. https://doi.org/10.3390/ijfs12010003
Tariq, W., Usman, M., Mir, H. Z., Aman, I., & Ali, I. (2014). Determinants of commercial banks profitability: Empirical evidence from Pakistan. International Journal of Accounting and Financial Reporting, 1(1), 1. https://doi.org/10.5296/ijafr.v4i2.5939
Utami, R. B., Nuzula, N. F., & Damayanti, C. R. (2020). Does intellectual capital improve bank performance? Proceedings of the 2nd Annual International Conference on Business and Public Administration (AICoBPA 2019). https://doi.org/10.2991/aebmr.k.201116.004
Vicente-Ramos, W., Reymundo, K. G. C., Pari, L. J. E., Rudas, N. M. N., & Rodriguez, P. B. V. (2020). The effect of good corporate governance on banking profitability. Management Science Letters, 2045–2052. https://doi.org/10.5267/j.msl.2020.2.007
Xu, J., & Liu, F. (2020). Nexus between intellectual capital and financial performance: An investigation of Chinese manufacturing industry. Journal of Business Economics and Management, 22(1), 217–235. https://doi.org/10.3846/jbem.2020.13888
Yinusa, Y., Ganiyu, O., Adelopo, I., Rodionova, Y., & Samuel, O. L. (2019). Capital Structure and Firm Performance in Nigeria. African Journal of Economic Review, 8(1).
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