Diversifikasi Perbankan terhadap Stabilitas Keuangan: Modal Intelektual sebagai Moderator


Authors

  • Mariska Ramadana Universitas Internasional Batam, Batam, Indonesia
  • Ayumi Tungli Universitas Internasional Batam, Batam, Indonesia
  • Serly Serly Universitas Internasional Batam, Batam, Indonesia

DOI:

https://doi.org/10.47065/arbitrase.v6i3.2918

Keywords:

Bank Diversification; Banking Stability; Income Diversification; Loan Diversification; Intellectual Capital

Abstract

Banking stability is a fundamental pillar of the financial system; however, empirical evidence on the impact of bank diversification on stability remains inconclusive. This study aims to examine the effects of income diversification, asset diversification, and loan diversification on banking stability, with intellectual capital serving as a moderating variable. The study employs panel data from 42 commercial banks listed on the Indonesia Stock Exchange (IDX) over the period 2019–2023 and applies panel data regression using a fixed effects approach. The results indicate that income diversification has a negative and significant effect on non-performing loans (NPLs), with a coefficient of ?1.680 (p < 0.01), indicating an improvement in banking stability. In contrast, loan diversification has a positive and significant effect on NPLs, with a coefficient of 7.087 (p < 0.01), thereby weakening banking stability. Meanwhile, asset diversification does not exhibit a significant direct effect on NPLs. The key finding of this study lies in the role of intellectual capital, measured using the Value Added Intellectual Coefficient (VAIC), which significantly moderates the relationship between asset diversification and banking stability, with an interaction coefficient of ?2.995 (p < 0.01). However, intellectual capital does not moderate the relationships between income diversification or loan diversification and banking stability. Overall, the findings underscore that the effectiveness of bank diversification strategies critically depends on the quality of intellectual capital management, particularly in addressing the complexity of asset portfolio diversification. These findings provide important implications for bank management and policymakers in designing sustainable diversification strategies to maintain financial system stability.

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References

Adem, M. (2022). Impact of Diversification on Bank Stability: Evidence from Emerging and Developing Countries. Discrete Dynamics in Nature and Society, 2022. https://doi.org/10.1155/2022/7200725

Adem, M. (2022). Impact of Diversification on Bank Stability: Evidence from Emerging and Developing Countries. Discrete Dynamics in Nature and Society, 2022, 12. https://doi.org/10.1155/2022/7200725

Adem, M. (2023). Impact of income diversification on bank stability: a cross-country analysis. Asian Journal of Accounting Research, 8(2), 133–144. https://doi.org/10.1108/AJAR-03-2022-0093

Aiyubi, R. Y., & Chalid, D. A. (2020). The Impact of Intellectual Capital Configuration on Diversification in Banking Industry: Evidence from Indonesia. The South East Asian Journal of Management, 14(2), 145–154. https://doi.org/10.21002/seam.v14i2.12552

Barua, B., & Barua, S. (2021). COVID-19 implications for banks: evidence from an emerging economy. SN Business & Economics, 1(1), 1–28. https://doi.org/10.1007/s43546-020-00013-w

Carlos, J., Nikensari, S. I., & Zahra, S. F. (2023). Which is More Influential? Internal Factors or External Factors of Banks on the Profitability of Conventional Banks. ARBITRASE: Journal of Economics and Accounting, 4(2), 176–184. https://doi.org/10.47065/arbitrase.v4i2.1430

Chodnicka-Jaworska, P. (2023). Impact of COVID-19 on European banks’ credit ratings. Economic Research-Ekonomska Istrazivanja , 36(3). https://doi.org/10.1080/1331677X.2022.2153717

Desalegn, T. A., Zhu, H., & Borojo, D. G. (2023). Economic policy uncertainty, bank competition and financial stability. Journal of Financial Economic Policy, 15(2), 123–139. https://doi.org/10.1108/JFEP-04-2022-0106

Duho, K. C. T., & Onumah, J. M. (2019). Bank diversification strategy and intellectual capital in Ghana: an empirical analysis. Asian Journal of Accounting Research, 4(2), 246–259. https://doi.org/10.1108/AJAR-04-2019-0026

Duho, K. C. T., Onumah, J. M., & Owodo, R. A. (2020). Bank diversification and performance in an emerging market. International Journal of Managerial Finance, 16(1), 120–138. https://doi.org/10.1108/IJMF-04-2019-0137

Filatie, Y. S., & Sharma, D. (2024). The mediating role of intellectual capital on the nexus between diversification, financial stability and efficiency of commercial banks in Ethiopia. Managerial Finance. https://doi.org/10.1108/MF-02-2024-0083

Githaiga, P. N. (2022). Income diversification and bank risk-taking: The moderating role of intellectual capital. Cogent Business and Management, 9(1). https://doi.org/10.1080/23311975.2022.2149142

Huu Vu, T., & Thanh Ngo, T. (2023). Bank capital and bank stability: The mediating role of liquidity creation and moderating role of asset diversification. Cogent Business and Management, 10(2). https://doi.org/10.1080/23311975.2023.2208425

Machdar, N. M. (2020). Financial inclusion, financial stability and sustainability in the banking sector: The case of Indonesia. International Journal of Economics and Business Administration, 8(1), 193–202. https://doi.org/10.35808/ijeba/418

Mateev, M., Sahyouni, A., Moudud-Ul-Huq, S., & Nair, K. (2024). Bank performance and financial stability during the COVID-19 pandemic: lessons from the MENA region. EuroMed Journal of Business. https://doi.org/10.1108/EMJB-07-2023-0182

Meutia, N. S., & Chalid, D. A. (2021). Loan Diversification, Market Concentration, and Stability in the Indonesian Banking Industry. Proceedings of the Asia-Pacific Research in Social Sciences and Humanities Universitas Indonesia Conference (APRISH 2019), 558(Aprish 2019), 496–504. https://doi.org/10.2991/assehr.k.210531.063

Moudud-Ul-Huq, S. (2019). Can BRICS and ASEAN-5 emerging economies benefit from bank diversification? Journal of Financial Regulation and Compliance, 27(1), 43–69. https://doi.org/10.1108/JFRC-02-2018-0026

Nguyen, D. T., Le, T. D. Q., & Ho, T. H. (2021). Intellectual Capital and Bank Risk in Vietnam—A Quantile Regression Approach. Journal of Risk and Financial Management, 14(1). https://doi.org/10.3390/jrfm14010027

Nguyen, D. T., Le, T. D. Q., & Tran, S. (2024). Competition and bank financial stability: evidence from an emerging economy. Cogent Business and Management, 11(1). https://doi.org/10.1080/23311975.2024.2365422

Nguyen, N. T., Nguyen, A. T., Le, T. T. H., & To, H. T. N. (2023). The impact of bank competition on bank stability in Vietnam: The moderating role of shadow banking. Cogent Business and Management, 10(2). https://doi.org/10.1080/23311975.2023.2241208

Rahman, S. M. K., Chowdhury, M. A. F., & Tania, T. C. (2021). Nexus among Bank Competition, Efficiency and Financial Stability: A Comprehensive Study in Bangladesh. Journal of Asian Finance, Economics and Business, 8(2), 0317–0328. https://doi.org/10.13106/jafeb.2021.vol8.no2.0317

Šeho, M., Ibrahim, M. H., & Mirakhor, A. (2021). Does sectoral diversification of loans and financing improve bank returns and risk in dual-banking systems? Pacific Basin Finance Journal, 68(July). https://doi.org/10.1016/j.pacfin.2021.101619

Setiadi, R., & Danarsari, D. N. (2024). The Benefits of Revenue Diversification on Bank Profitability and Stability: An Empirical Study on Indonesian Commercial Banks. Journal of Accounting, Business and Management (JABM), 31(1), 22. https://doi.org/10.31966/jabminternational.v31i1.979

Shara, Y. (2024). Pengaruh Intellectual Capital Terhadap Kinerja Keuangan Bank Umum Syariah Di Indonesia. ARBITRASE: Journal of Economics and Accounting, 5(2), 110–117. https://doi.org/10.47065/arbitrase.v5i2.1286

Ullah, A., Pinglu, C., Ullah, S., Qian, N., & Zaman, M. (2021). Impact of intellectual capital efficiency on financial stability in banks: Insights from an emerging economy. International Journal of Finance and Economics, 28(2), 1858–1871. https://doi.org/10.1002/ijfe.2512

Vu, T. H., & Ngo, T. T. (2023). Bank capital and bank stability: The mediating role of liquidity creation and moderating role of asset diversification. Cogent Business and Management, 10(2). https://doi.org/10.1080/23311975.2023.2208425

Yuan, T. T., Gu, X. A., Yuan, Y. M., Lu, J. J., & Ni, B. P. (2022). Research on the impact of bank comxpetition on stability—Empirical evidence from 4631 banks in US. Heliyon, 8(4), e09273. https://doi.org/10.1016/j.heliyon.2022.e09273


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Published: 2026-03-20
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How to Cite

Ramadana, M., Tungli, A., & Serly, S. (2026). Diversifikasi Perbankan terhadap Stabilitas Keuangan: Modal Intelektual sebagai Moderator. ARBITRASE: Journal of Economics and Accounting , 6(3), 791-797. https://doi.org/10.47065/arbitrase.v6i3.2918

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