Main Article Content
Abstract
Purpose – This study examines the relationship between financing diversification and the stability of Islamic Rural Banks (IRBs) in Indonesia.
Methodology – The study employs panel data from 154 Indonesian Islamic Rural Banks covering 2015 to 2023. Financing diversification is measured using the Herfindahl Hirschman index (HHI), while bank stability is proxied by the Z-Score and risk adjusted return on assets (RAROA). Panel regression techniques were used to estimate the relationships.
Findings – Financing diversification is positively associated with bank stability but exhibits an inverse U-shaped relationship. Moderate diversification enhances stability, whereas excessive diversification weakens it. Market power and the capital adequacy ratio (CAR) have positive and significant effects on stability, while bank size negatively affects it. The interaction between financing diversification and CAR is negative and significant, indicating that banks with concentrated financing portfolios remain vulnerable to stability pressures despite strong capital positions. Robustness tests confirm these findings across alternative model specifications.
Implications – The findings highlight the importance of maintaining an optimal balance between financing diversification and capital adequacy to enhance IRBs stability. Bank managers should avoid excessive financing concentration and over-diversification while maintaining sufficient capital buffers to absorb risks. Regulators should strengthen supervision of larger IRBs due to their greater exposure to operational and financing risks.
Originality – This study extends the literature by providing evidence from Indonesian Islamic Rural Banks, an underexplored sector. It examines the linear and non-linear effects of financing diversification on bank stability and assesses the moderating role of capital adequacy during the Covid-19 period.
Keywords
Article Details
Copyright (c) 2026 Lutfi Bangun Lestari, Akhsyim Afandi, Abdul Hakim

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).
References
- Abbas, F., & Rehman, M. U. (2025). The impact of diversification on risk and stability in Asian banks. Quantitative Finance and Economics, 9(3), 529–553. https://doi.org/10.3934/QFE.2025018
- Abdul Karim, M., Hassan, M. K., Hassan, T., & Mohamad, S. (2014). Capital adequacy and lending and deposit behaviors of conventional and Islamic banks. Pacific Basin Finance Journal, 28, 58–75. https://doi.org/10.1016/j.pacfin.2013.11.002
- Adem, M. (2022). Impact of diversification on bank stability: Evidence from emerging and developing countries. Discrete Dynamics in Nature and Society, Article 7200725. https://doi.org/10.1155/2022/7200725
- Adzobu, L. D., Agbloyor, E. K., & Anthony, A. (2017). The effect of loan portfolio diversification on banks' risks and return: Evidence from an emerging. Managerial Finance, 43(11), 1270–1291. http://www.scopus.com/inward/record.url?eid=2-s2.0-67650630322&partnerID=40&md5=24d712ed787dc317fb527b6382ae35fd
- Ahmad, W., Nur, A. H., & Ayub, A. (2023). Non-linear panel data liquidity model of Islamic and conventional banks. Information Management and Business Review, 15(2), 153–164. https://doi.org/10.22610/imbr.v15i4(SI)I.3605
- Aisjah, S., Prabandari, S. P., & Hamid, W. (2022). Sustainability factors of Sharia banks in Indonesia. General Management, 23(190), 384–390. https://doi.org/10.47750/QAS/23.190.40
- Al-kayed, L. T., & Aliani, K. C. (2020). Effects of focus versus diversification on bank risk and return: Evidence from Islamic banks' loan portfolios. Journal of Islamic Accounting and Business Research, 11(9), 2155–2168. https://doi.org/10.1108/JIABR-10-2019-0192
- Altuntas, M., Garven, J., & Rauch, J. (2018). On the corporate demand for insurance: Evidence from the global reinsurance market. Risk Management and Insurance Review, 21(2), 211–242. https://doi.org/10.1111/rmir.12107
- Ascarya, & Yumanita, D. (2008). Measuring the competitiveness of Islamic banking in Indonesian dual banking system. Tazkia Islamic Finance and Business Review, 3(2), 72–89. https://doi.org/10.30993/tifbr.v3i2.23
- Azad, A. S. M. S., Azmat, S., & Hayat, A. (2023). What determines the profitability of Islamic banks: Lending or fee? International Review of Economics and Finance, 86, 882–896. https://doi.org/10.1016/j.iref.2019.05.015
- Aziz, L. H., Siregar, H., Achsani, N. A., & Irawan, T. (2025). The role of capital adequacy ratio in enhancing regional development banks' stability: An empirical study from 2012-2022. Eduvest - Journal of Universal Studies, 5(6), 6120–6130. https://doi.org/10.59188/eduvest.v5i6.51304
- Bain, J. S. (1951). Relation of profit rate to industry concentration: American manufacturing, 1936-1940. The Quarterly Journal of Economics, 65(3), 293–324. https://doi.org/10.2307/1882217
- Baroroh, H. (2023). Activity diversification, performance, and profitability in Islamic banking. Jurnal Ilmiah Ekonomi Islam, 9(2), 1920–1930. https://doi.org/10.29040/jiei.v9i2.8098
- Beck, T., Demirgüç-Kunt, A., & Merrouche, O. (2013). Islamic vs. conventional banking: Business model, efficiency and stability. Journal of Banking and Finance, 37(2), 433–447. https://doi.org/10.1016/j.jbankfin.2012.09.016
- Ben Lahouel, B., Taleb, L., & Kossai, M. (2022). Nonlinearities between bank stability and income diversification: A dynamic network data envelopment analysis approach. Expert Systems with Applications, 207, Article 117776. https://doi.org/10.1016/j.eswa.2022.117776
- Berger, A. N., & Hannan, T. H. (2014). Cost efficiency and market power: A test of quiet life and related hypotheses in Indonesian banking industry. International Series in Operations Research and Management Science, 215, 167–190. https://doi.org/10.1007/978-3-662-43437-6_10
- Berger, A. N., Klapper, L. F., & Turk-Ariss, R. (2009). Bank competition and financial stability. Journal of Financial Services Research, 35(2), 99–118. https://doi.org/10.1007/s10693-008-0050-7
- Blaine, B. E. (2018). Winsorizing. In The SAGE Encyclopedia of Educational Research, Measurement, and Evaluation (pp. 1817–1818). SAGE Publications.
- Boyd, J. H., & De Nicoló, G. (2005). The theory of bank risk taking and competition revisited. The Journal of Finance, 60(3), 1329-1343. https://doi.org/10.1111/j.1540-6261.2005.00763.x
- Chowdhury, T., Karim, R. A., Awanis, A., & Rownak, A. (2024). Does the size of a bank moderate the relationship between income, asset diversification, and bank stability? International Journal of Financial Studies, 12(4), 1–15. https://doi.org/10.3390/ijfs12040125
- Čihák, M., & Hesse, H. (2010). Islamic banks and financial stability: An empirical analysis. Journal of Financial Services Research, 38(2), 95–113. https://doi.org/10.1007/s10693-010-0089-0
- De Andrés, P., & Rodríguez, J. A. (2011). Corporate boards in high-tech firms. Spanish Review of Financial Economics, 9(2), 69–79. https://doi.org/10.1016/j.srfe.2011.09.001
- Demirguc-Kunt, A., Detragiache, E., & Merrouche, O. (2013). Bank capital: Lessons from the financial crisis. Journal of Money, Credit and Banking, 45(6),1147–1164. https://doi.org/10.1111/jmcb.12047
- Doerr, S. (2024). Bank geographic diversification and funding stability. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4788627
- Elsas, R., Hackethal, A., & Holzhäuser, M. (2010). The anatomy of bank diversification. Journal of Banking and Finance, 34(6), 1274–1287. https://doi.org/10.1016/j.jbankfin.2009.11.024
- Fuad, A., Disman, D., Nugraha, N., & Mayasari, M. (2021). Peran moderasi persaingan pada pengaruh modal terhadap risiko kegagalan bank. Jurnal Riset Akuntansi dan Keuangan, 9(3), 553–562. https://doi.org/10.17509/jrak.v9i3.31895
- Gambacorta, L., Scatigna, M., & Yang, J. (2014). Diversification and bank profitability: A nonlinear approach. Applied Economics Letters, 21(6), 438–441. https://doi.org/10.1080/13504851.2013.866196
- Githaiga, P. N. (2020). Human capital, income diversification and bank performance–an empirical study of East African banks. Asian Journal of Accounting Research, 6(1), 95–108. https://doi.org/10.1108/AJAR-06-2020-0041
- Gleißner, W., Günther, T., & Walkshäusl, C. (2022). Financial sustainability: Measurement and empirical evidence. Journal of Business Economics, 92(3), 467–516. https://doi.org/10.1007/s11573-022-01081-0
- Goetz, M. R. (2018). Competition and bank stability. Journal of Financial Intermediation, 35, 57–69. https://doi.org/10.1016/j.jfi.2017.06.001
- Goodell, J. W. (2020). Covid-19 and finance: Agendas for future research. Finance Research Letters, 35, Article 101512. https://doi.org/10.1016/j.frl.2020.101512
- Gustama, A., & Danarsari, D. N. (2025). The impact of income diversification and liquidity risk on stability of conventional banks in Indonesia. Eduvest - Journal of Universal Studies, 5(9), 10950–10963. https://doi.org/10.59188/eduvest.v5i9.51344
- Gutiérrez, O., & López-Puertas, M. (2025). Bank competition, financial stability and welfare: Does the objective function of competitors matter? Annals of Finance, 21(3), 351–378. https://doi.org/10.1007/s10436-025-00465-w
- Handayani, F. (2021). Income diversification and bank stability in Indonesia: Does market volatility matters? Jurnal Ekonomi dan Bisnis, 24(1), 6–18. https://www.isi-next.org/media/abstracts/ottawa-2023_2de0eac28b01d2183fc0730ec04a42b7.pdf
- Hardianto, D. S., & Wulandari, P. (2016). Islamic bank vs conventional bank: Intermediation, fee based service activity and efficiency. International Journal of Islamic and Middle Eastern Finance and Management, 9(2), 296–311. https://doi.org/10.1108/IMEFM-01-2015-0003
- Hassan, M. K., Khan, A., & Paltrinieri, A. (2019). Liquidity risk, credit risk and stability in Islamic and conventional banks. Research in International Business and Finance, 48, 17–31. https://doi.org/10.1016/j.ribaf.2018.10.006
- Hosen, M. N., & Muhari, S. (2019). Non-performing financing of Islamic rural bank industry in Indonesia. Banks and Bank Systems, 14(1), 20–28. https://doi.org/10.21511/bbs.14(1).2019.03
- Indraswari, C. R., & Sari, K. (2023). Determinants of efficiency: Asset diversification, risk, bank size, and liquidity. Jurnal Keuangan dan Perbankan, 27(3), 373–383. https://doi.org/10.26905/jkdp.v27i3.11235
- Jolo, A. M., Ari, I., & Koç, M. (2022). Driving factors of economic diversification in resource-rich countries via panel data evidence. Sustainability, 14(5), Article 2797. https://doi.org/10.3390/su14052797
- Kamau, S., & Simo-Kengne, B. D. (2025). Diversification and banks' funding costs in Africa: The role of financial regulations. South African Journal of Economic and Management Sciences, 28(1), 1–12. https://doi.org/10.4102/sajems.v28i1.5809
- Keely, M. C. (1990). Deposit insurance, risk, and market power in banking. American Economic Review, 80(5), 1183–1200. https://www.jstor.org/stable/2006769
- Kim, H., Batten, J. A., & Ryu, D. (2020). Financial crisis, bank diversification, and financial stability: OECD countries. International Review of Economics and Finance, 65, 94–104. https://doi.org/10.1016/j.iref.2019.08.009
- Koch-Medina, P., Moreno-Bromberg, S., & Munari, C. (2015). Capital adequacy tests and limited liability of financial institutions. Journal of Banking and Finance, 51,93–102. https://doi.org/10.1016/j.jbankfin.2014.11.002
- Lestari, D. D., & Hersugondo, H. (2021). Dampak diversifikasi pendapatan terhadap risk-adjusted profitabilitas dan stabilitas bank konvensional di Indonesia. ProBank, 6(2), 192–205. https://doi.org/10.36587/probank.v6i2.1020
- Liu, H., Molyneux, P., & Wilson, J. O. S. (2013). Competition and stability in European banking: A regional analysis. Manchester School, 81(2), 176–201. https://doi.org/10.1111/j.1467-9957.2011.02285.x
- Liu, S. (2013). Determinants of the profitability of the U.S. banking industry during the financial crisis [Master's thesis, Clemson University]. TigerPrints. https://tigerprints.clemson.edu/all_theses/1706
- Mason, E. S. (1939). Price and production policies of large-scale enterprise. The American Economic Review, 29(1), 61–74. https://www.jstor.org/stable/1806955
- Meslier, C., Morgan, D. P., Samolyk, K., & Tarazi, A. (2016). The benefits and costs of geographic diversification in banking. Journal of International Money and Finance, 69, 287–317. https://doi.org/10.1016/j.jimonfin.2016.07.007
- Octavianus, H., & Fachrudin, K. A. (2022). Income diversification strategy on bank stability: International banks evidence. Jurnal Keuangan dan Perbankan, 26(3), 538–551. https://doi.org/10.26905/jkdp.v26i3.7764
- Risfandy, T., Harahap, B., Hakim, A. R., Sutaryo, S., Nugroho, L. I., & Trinugroho, I. (2020). Equity financing at Islamic banks: Do competition and bank fundamentals matter? Emerging Markets Finance and Trade, 56(2), 314–328. https://doi.org/10.1080/1540496X.2018.1553160
- Shim, J. (2019). Loan portfolio diversification, market structure and bank stability. Journal of Banking and Finance, 104, 103–115. https://doi.org/10.1016/j.jbankfin.2019.04.006
- Trinugroho, I., Risfandy, T., & Ariefianto, M. D. (2018). Competition, diversification, and bank margins: Evidence from Indonesian Islamic rural banks. Borsa Istanbul Review, 18(4), 349–358. https://doi.org/10.1016/j.bir.2018.07.006
- Vieira, L. K., & Bressan, V. G. F. (2024). Diversification and performance in credit unions: A non-linear approach. Brazilian Business Review, 21(1), Article e20211165. https://doi.org/10.15728/bbr.2021.1165.en
- Widarjono, A. (2020). Stability of Islamic banks in Indonesia: Autoregressive distributed lag approach. Jurnal Keuangan dan Perbankan, 24(1), 40–52. https://doi.org/10.26905/jkdp.v24i1.3932
- Widarjono, A., Alam, M. M., Rafik, A., Afandi, A., & Sidiq, S. (2025). Nexus between competition, concentration and bank risk-taking in Indonesian Islamic banking. International Journal of Islamic and Middle Eastern Finance and Management, 18(3), 672–690. https://doi.org/10.1108/IMEFM-02-2024-0099
- Widarjono, A., Mifrahi, M. N., & Perdana, A. R. A. (2020). Determinants of Indonesian Islamic rural banks' profitability: Collusive or non-collusive behavior? The Journal of Asian Finance, Economics and Business, 7(11), 657–668. https://doi.org/10.13106/jafeb.2020.vol7.no11.657
- Widarjono, A., & Misanam, M. (2023). Bank stability, Covid-19, and Islamic bank financing in Indonesia. Jurnal Ilmiah Ekonomi Islam, 9(2), 2899–2910. https://doi.org/10.29040/jiei.v9i2.8131
- Yang, H. F., Liu, C. L., & Yeutien Chou, R. (2020). Bank diversification and systemic risk. Quarterly Review of Economics and Finance, 77, 311–326. https://doi.org/10.1016/j.qref.2019.11.003
References
Abbas, F., & Rehman, M. U. (2025). The impact of diversification on risk and stability in Asian banks. Quantitative Finance and Economics, 9(3), 529–553. https://doi.org/10.3934/QFE.2025018
Abdul Karim, M., Hassan, M. K., Hassan, T., & Mohamad, S. (2014). Capital adequacy and lending and deposit behaviors of conventional and Islamic banks. Pacific Basin Finance Journal, 28, 58–75. https://doi.org/10.1016/j.pacfin.2013.11.002
Adem, M. (2022). Impact of diversification on bank stability: Evidence from emerging and developing countries. Discrete Dynamics in Nature and Society, Article 7200725. https://doi.org/10.1155/2022/7200725
Adzobu, L. D., Agbloyor, E. K., & Anthony, A. (2017). The effect of loan portfolio diversification on banks' risks and return: Evidence from an emerging. Managerial Finance, 43(11), 1270–1291. http://www.scopus.com/inward/record.url?eid=2-s2.0-67650630322&partnerID=40&md5=24d712ed787dc317fb527b6382ae35fd
Ahmad, W., Nur, A. H., & Ayub, A. (2023). Non-linear panel data liquidity model of Islamic and conventional banks. Information Management and Business Review, 15(2), 153–164. https://doi.org/10.22610/imbr.v15i4(SI)I.3605
Aisjah, S., Prabandari, S. P., & Hamid, W. (2022). Sustainability factors of Sharia banks in Indonesia. General Management, 23(190), 384–390. https://doi.org/10.47750/QAS/23.190.40
Al-kayed, L. T., & Aliani, K. C. (2020). Effects of focus versus diversification on bank risk and return: Evidence from Islamic banks' loan portfolios. Journal of Islamic Accounting and Business Research, 11(9), 2155–2168. https://doi.org/10.1108/JIABR-10-2019-0192
Altuntas, M., Garven, J., & Rauch, J. (2018). On the corporate demand for insurance: Evidence from the global reinsurance market. Risk Management and Insurance Review, 21(2), 211–242. https://doi.org/10.1111/rmir.12107
Ascarya, & Yumanita, D. (2008). Measuring the competitiveness of Islamic banking in Indonesian dual banking system. Tazkia Islamic Finance and Business Review, 3(2), 72–89. https://doi.org/10.30993/tifbr.v3i2.23
Azad, A. S. M. S., Azmat, S., & Hayat, A. (2023). What determines the profitability of Islamic banks: Lending or fee? International Review of Economics and Finance, 86, 882–896. https://doi.org/10.1016/j.iref.2019.05.015
Aziz, L. H., Siregar, H., Achsani, N. A., & Irawan, T. (2025). The role of capital adequacy ratio in enhancing regional development banks' stability: An empirical study from 2012-2022. Eduvest - Journal of Universal Studies, 5(6), 6120–6130. https://doi.org/10.59188/eduvest.v5i6.51304
Bain, J. S. (1951). Relation of profit rate to industry concentration: American manufacturing, 1936-1940. The Quarterly Journal of Economics, 65(3), 293–324. https://doi.org/10.2307/1882217
Baroroh, H. (2023). Activity diversification, performance, and profitability in Islamic banking. Jurnal Ilmiah Ekonomi Islam, 9(2), 1920–1930. https://doi.org/10.29040/jiei.v9i2.8098
Beck, T., Demirgüç-Kunt, A., & Merrouche, O. (2013). Islamic vs. conventional banking: Business model, efficiency and stability. Journal of Banking and Finance, 37(2), 433–447. https://doi.org/10.1016/j.jbankfin.2012.09.016
Ben Lahouel, B., Taleb, L., & Kossai, M. (2022). Nonlinearities between bank stability and income diversification: A dynamic network data envelopment analysis approach. Expert Systems with Applications, 207, Article 117776. https://doi.org/10.1016/j.eswa.2022.117776
Berger, A. N., & Hannan, T. H. (2014). Cost efficiency and market power: A test of quiet life and related hypotheses in Indonesian banking industry. International Series in Operations Research and Management Science, 215, 167–190. https://doi.org/10.1007/978-3-662-43437-6_10
Berger, A. N., Klapper, L. F., & Turk-Ariss, R. (2009). Bank competition and financial stability. Journal of Financial Services Research, 35(2), 99–118. https://doi.org/10.1007/s10693-008-0050-7
Blaine, B. E. (2018). Winsorizing. In The SAGE Encyclopedia of Educational Research, Measurement, and Evaluation (pp. 1817–1818). SAGE Publications.
Boyd, J. H., & De Nicoló, G. (2005). The theory of bank risk taking and competition revisited. The Journal of Finance, 60(3), 1329-1343. https://doi.org/10.1111/j.1540-6261.2005.00763.x
Chowdhury, T., Karim, R. A., Awanis, A., & Rownak, A. (2024). Does the size of a bank moderate the relationship between income, asset diversification, and bank stability? International Journal of Financial Studies, 12(4), 1–15. https://doi.org/10.3390/ijfs12040125
Čihák, M., & Hesse, H. (2010). Islamic banks and financial stability: An empirical analysis. Journal of Financial Services Research, 38(2), 95–113. https://doi.org/10.1007/s10693-010-0089-0
De Andrés, P., & Rodríguez, J. A. (2011). Corporate boards in high-tech firms. Spanish Review of Financial Economics, 9(2), 69–79. https://doi.org/10.1016/j.srfe.2011.09.001
Demirguc-Kunt, A., Detragiache, E., & Merrouche, O. (2013). Bank capital: Lessons from the financial crisis. Journal of Money, Credit and Banking, 45(6),1147–1164. https://doi.org/10.1111/jmcb.12047
Doerr, S. (2024). Bank geographic diversification and funding stability. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4788627
Elsas, R., Hackethal, A., & Holzhäuser, M. (2010). The anatomy of bank diversification. Journal of Banking and Finance, 34(6), 1274–1287. https://doi.org/10.1016/j.jbankfin.2009.11.024
Fuad, A., Disman, D., Nugraha, N., & Mayasari, M. (2021). Peran moderasi persaingan pada pengaruh modal terhadap risiko kegagalan bank. Jurnal Riset Akuntansi dan Keuangan, 9(3), 553–562. https://doi.org/10.17509/jrak.v9i3.31895
Gambacorta, L., Scatigna, M., & Yang, J. (2014). Diversification and bank profitability: A nonlinear approach. Applied Economics Letters, 21(6), 438–441. https://doi.org/10.1080/13504851.2013.866196
Githaiga, P. N. (2020). Human capital, income diversification and bank performance–an empirical study of East African banks. Asian Journal of Accounting Research, 6(1), 95–108. https://doi.org/10.1108/AJAR-06-2020-0041
Gleißner, W., Günther, T., & Walkshäusl, C. (2022). Financial sustainability: Measurement and empirical evidence. Journal of Business Economics, 92(3), 467–516. https://doi.org/10.1007/s11573-022-01081-0
Goetz, M. R. (2018). Competition and bank stability. Journal of Financial Intermediation, 35, 57–69. https://doi.org/10.1016/j.jfi.2017.06.001
Goodell, J. W. (2020). Covid-19 and finance: Agendas for future research. Finance Research Letters, 35, Article 101512. https://doi.org/10.1016/j.frl.2020.101512
Gustama, A., & Danarsari, D. N. (2025). The impact of income diversification and liquidity risk on stability of conventional banks in Indonesia. Eduvest - Journal of Universal Studies, 5(9), 10950–10963. https://doi.org/10.59188/eduvest.v5i9.51344
Gutiérrez, O., & López-Puertas, M. (2025). Bank competition, financial stability and welfare: Does the objective function of competitors matter? Annals of Finance, 21(3), 351–378. https://doi.org/10.1007/s10436-025-00465-w
Handayani, F. (2021). Income diversification and bank stability in Indonesia: Does market volatility matters? Jurnal Ekonomi dan Bisnis, 24(1), 6–18. https://www.isi-next.org/media/abstracts/ottawa-2023_2de0eac28b01d2183fc0730ec04a42b7.pdf
Hardianto, D. S., & Wulandari, P. (2016). Islamic bank vs conventional bank: Intermediation, fee based service activity and efficiency. International Journal of Islamic and Middle Eastern Finance and Management, 9(2), 296–311. https://doi.org/10.1108/IMEFM-01-2015-0003
Hassan, M. K., Khan, A., & Paltrinieri, A. (2019). Liquidity risk, credit risk and stability in Islamic and conventional banks. Research in International Business and Finance, 48, 17–31. https://doi.org/10.1016/j.ribaf.2018.10.006
Hosen, M. N., & Muhari, S. (2019). Non-performing financing of Islamic rural bank industry in Indonesia. Banks and Bank Systems, 14(1), 20–28. https://doi.org/10.21511/bbs.14(1).2019.03
Indraswari, C. R., & Sari, K. (2023). Determinants of efficiency: Asset diversification, risk, bank size, and liquidity. Jurnal Keuangan dan Perbankan, 27(3), 373–383. https://doi.org/10.26905/jkdp.v27i3.11235
Jolo, A. M., Ari, I., & Koç, M. (2022). Driving factors of economic diversification in resource-rich countries via panel data evidence. Sustainability, 14(5), Article 2797. https://doi.org/10.3390/su14052797
Kamau, S., & Simo-Kengne, B. D. (2025). Diversification and banks' funding costs in Africa: The role of financial regulations. South African Journal of Economic and Management Sciences, 28(1), 1–12. https://doi.org/10.4102/sajems.v28i1.5809
Keely, M. C. (1990). Deposit insurance, risk, and market power in banking. American Economic Review, 80(5), 1183–1200. https://www.jstor.org/stable/2006769
Kim, H., Batten, J. A., & Ryu, D. (2020). Financial crisis, bank diversification, and financial stability: OECD countries. International Review of Economics and Finance, 65, 94–104. https://doi.org/10.1016/j.iref.2019.08.009
Koch-Medina, P., Moreno-Bromberg, S., & Munari, C. (2015). Capital adequacy tests and limited liability of financial institutions. Journal of Banking and Finance, 51,93–102. https://doi.org/10.1016/j.jbankfin.2014.11.002
Lestari, D. D., & Hersugondo, H. (2021). Dampak diversifikasi pendapatan terhadap risk-adjusted profitabilitas dan stabilitas bank konvensional di Indonesia. ProBank, 6(2), 192–205. https://doi.org/10.36587/probank.v6i2.1020
Liu, H., Molyneux, P., & Wilson, J. O. S. (2013). Competition and stability in European banking: A regional analysis. Manchester School, 81(2), 176–201. https://doi.org/10.1111/j.1467-9957.2011.02285.x
Liu, S. (2013). Determinants of the profitability of the U.S. banking industry during the financial crisis [Master's thesis, Clemson University]. TigerPrints. https://tigerprints.clemson.edu/all_theses/1706
Mason, E. S. (1939). Price and production policies of large-scale enterprise. The American Economic Review, 29(1), 61–74. https://www.jstor.org/stable/1806955
Meslier, C., Morgan, D. P., Samolyk, K., & Tarazi, A. (2016). The benefits and costs of geographic diversification in banking. Journal of International Money and Finance, 69, 287–317. https://doi.org/10.1016/j.jimonfin.2016.07.007
Octavianus, H., & Fachrudin, K. A. (2022). Income diversification strategy on bank stability: International banks evidence. Jurnal Keuangan dan Perbankan, 26(3), 538–551. https://doi.org/10.26905/jkdp.v26i3.7764
Risfandy, T., Harahap, B., Hakim, A. R., Sutaryo, S., Nugroho, L. I., & Trinugroho, I. (2020). Equity financing at Islamic banks: Do competition and bank fundamentals matter? Emerging Markets Finance and Trade, 56(2), 314–328. https://doi.org/10.1080/1540496X.2018.1553160
Shim, J. (2019). Loan portfolio diversification, market structure and bank stability. Journal of Banking and Finance, 104, 103–115. https://doi.org/10.1016/j.jbankfin.2019.04.006
Trinugroho, I., Risfandy, T., & Ariefianto, M. D. (2018). Competition, diversification, and bank margins: Evidence from Indonesian Islamic rural banks. Borsa Istanbul Review, 18(4), 349–358. https://doi.org/10.1016/j.bir.2018.07.006
Vieira, L. K., & Bressan, V. G. F. (2024). Diversification and performance in credit unions: A non-linear approach. Brazilian Business Review, 21(1), Article e20211165. https://doi.org/10.15728/bbr.2021.1165.en
Widarjono, A. (2020). Stability of Islamic banks in Indonesia: Autoregressive distributed lag approach. Jurnal Keuangan dan Perbankan, 24(1), 40–52. https://doi.org/10.26905/jkdp.v24i1.3932
Widarjono, A., Alam, M. M., Rafik, A., Afandi, A., & Sidiq, S. (2025). Nexus between competition, concentration and bank risk-taking in Indonesian Islamic banking. International Journal of Islamic and Middle Eastern Finance and Management, 18(3), 672–690. https://doi.org/10.1108/IMEFM-02-2024-0099
Widarjono, A., Mifrahi, M. N., & Perdana, A. R. A. (2020). Determinants of Indonesian Islamic rural banks' profitability: Collusive or non-collusive behavior? The Journal of Asian Finance, Economics and Business, 7(11), 657–668. https://doi.org/10.13106/jafeb.2020.vol7.no11.657
Widarjono, A., & Misanam, M. (2023). Bank stability, Covid-19, and Islamic bank financing in Indonesia. Jurnal Ilmiah Ekonomi Islam, 9(2), 2899–2910. https://doi.org/10.29040/jiei.v9i2.8131
Yang, H. F., Liu, C. L., & Yeutien Chou, R. (2020). Bank diversification and systemic risk. Quarterly Review of Economics and Finance, 77, 311–326. https://doi.org/10.1016/j.qref.2019.11.003