Main Article Content
Abstract
Introduction
Islamic commercial banks in Southeast Asia are facing growing challenges as competition intensifies and digital transformation accelerates. Stability has become a central concern, particularly in Indonesia and Malaysia where Islamic finance holds significant market share. While prior studies highlight competition, efficiency, credit risk, and liquidity risk as determinants of financial stability, the moderating influence of technology adoption and profitability has been less explored.
Objectives
This study investigates the effects of competition, efficiency, credit risk, and liquidity risk on the stability of Islamic commercial banks in Indonesia and Malaysia. It further examines how technology and profitability moderate these relationships, offering a comprehensive understanding of their role in shaping bank resilience.
Method
The research employed a quantitative approach using panel data from 14 Islamic commercial banks between 2010 and 2022. Bank stability was measured with the Z-Score, competition with the Lerner Index, efficiency with operating costs, and credit and liquidity risks with respective ratios. Technology was proxied by non-interest expenditures, while profitability was measured by return on assets. The analysis applied the generalized method of moments to address endogeneity and ensure robust estimates.
Results
The findings reveal that competition enhances bank stability, while credit and liquidity risks undermine it. Efficiency does not significantly affect stability. Technology exerts a dual effect: it improves stability directly but weakens the stabilizing influence of competition and heightens vulnerabilities linked to liquidity risk. Similarly, profitability supports stability under moderate risk-taking but magnifies the negative effects of excessive credit and liquidity risks. Bank size strengthens stability, whereas bank age is associated with greater fragility.
Implications
These results highlight that technology and profitability are double-edged factors: they can either reinforce or erode financial stability depending on how banks align them with risk management practices. Regulators and managers must ensure that digitalization and profit strategies are embedded within disciplined governance frameworks to prevent systemic vulnerabilities.
Originality/Novelty
This study contributes to the Islamic banking literature by introducing technology and profitability as moderators in the stability model, using a cross-country dataset and advanced estimation techniques. It offers new insights for policymakers and practitioners on balancing growth, digitalization, and risk control in sustaining the resilience of Islamic commercial banks.
Keywords
Article Details
Copyright (c) 2025 Ulfi Kartika Oktaviana, Titis Miranti

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 acknowledgement 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 acknowledgement 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
Abd-Elmageed, M. H., Abdel Megeid, N. S., & Riad, N. M. A. H. (2020). Impact of operational efficiency and financial performance on capital structure using earnings management as a moderator variable. Al-Fikr Al-Muḥāsabī, 24(3), 1029–1059. https://doi.org/10.21608/atasu.2020.160431
DOI: https://doi.org/10.21608/atasu.2020.160431Acharya, V. V., & Mora, N. (2015). A crisis of banks as liquidity providers. The Journal of Finance, 70(1), 1–43. https://doi.org/10.1111/jofi.12182
DOI: https://doi.org/10.1111/jofi.12182Adusei, M. (2015). The impact of bank size and funding risk on bank stability. Cogent Economics & Finance, 3(1), 1111489. https://doi.org/10.1080/23322039.2015.1111489
DOI: https://doi.org/10.1080/23322039.2015.1111489Agyekum, F., Locke, S., & Hewa-Wellalage, N. (2016). Financial inclusion and digital financial services: Empirical evidence from Ghana (No. MPRA Paper 82885). University Library of Munich. https://ideas.repec.org//p/pra/mprapa/82885.html
Alam, Md. K., Ab Rahman, S., Mustafa, H., Shah, S. M., & Hossain, Md. S. (2019). Shariah governance framework of Islamic banks in Bangladesh: Practices, problems and recommendations. Asian Economic and Financial Review, 9(1), 118–132. https://doi.org/10.18488/journal.aefr.2019.91.118.132
DOI: https://doi.org/10.18488/journal.aefr.2019.91.118.132Alandejani, M. (2022). Does issuing islamic bonds through banks increase banking efficiency? Heliyon, 8(8), e10041. https://doi.org/10.1016/j.heliyon.2022.e10041
DOI: https://doi.org/10.1016/j.heliyon.2022.e10041Alber, N., Elmofty, M., Walied, I., & Sami, R. (2019). Banking efficiency: Concepts, drivers, measures, literature and conceptual model. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3310982
DOI: https://doi.org/10.2139/ssrn.3310982Alexandra, C., Lionardi, M., William, W., Jennefer, S., & Meiden, C. M. (2022). Studi literatur: Pengaruh faktor good corporate governance terhadap financial distress [Literature study: The influence of good corporate governance factors on financial distress]. Owner, 6(1), 111–122. https://doi.org/10.33395/owner.v6i1.536
DOI: https://doi.org/10.33395/owner.v6i1.536Ali, M., & Puah, C. H. (2019). The internal determinants of bank profitability and stability: An insight from banking sector of Pakistan. Management Research Review, 42(1), 49–67. https://doi.org/10.1108/MRR-04-2017-0103
DOI: https://doi.org/10.1108/MRR-04-2017-0103Ali, M., & Puah, C.-H. (2018). Does bank size and funding risk effect banks’ stability? A lesson from Pakistan. Global Business Review, 19(5), 1166–1186. https://doi.org/10.1177/0972150918788745
DOI: https://doi.org/10.1177/0972150918788745Allen, F., & Gale, D. (2004). Competition and financial stability. Journal of Money, Credit, and Banking, 36(3b), 453–480. https://doi.org/10.1353/mcb.2004.0038
DOI: https://doi.org/10.1353/mcb.2004.0038Alsmadi, A. A., Alrawashdeh, N., Al-Gasaymeh, A., Alhawamdeh, L. N., & Al_Hazimeh, A. M. (2023). Adoption of blockchain technology in supply chain. Sage Open, 13(1), 21582440231160143. https://doi.org/10.1177/21582440231160143
DOI: https://doi.org/10.1177/21582440231160143Alwi, Z., Parmitasari, R. D. A., & Syariati, A. (2021). An assessment on Islamic banking ethics through some salient points in the prophetic tradition. Heliyon, 7(5), e07103. https://doi.org/10.1016/j.heliyon.2021.e07103
DOI: https://doi.org/10.1016/j.heliyon.2021.e07103Amendola, A., Barra, C., Boccia, M., & Papaccio, A. (2025). Diversity in banking: How does competition in the Italian banking market affect bank performance? Structural Change and Economic Dynamics, 73, 307–327. https://doi.org/10.1016/j.strueco.2025.01.010
DOI: https://doi.org/10.1016/j.strueco.2025.01.010Angell, R. J., & Brewer, B. L. (2003). Improving the coverage of the DuPont approach of financial analysis in finance courses through the use of the net leverage multiplier. Journal of Economics and Finance Education, 2(2), 1199–1207. https://economics-finance.org/jefe/fin/Angellpaper.pdf
Asl, M. G., Isfahani, M. N., & Mohammadi, M. (2024). How does the mineral resource exploitation sector interact with Islamic and traditional ventures? Insights amidst the impact of green reforms and state-of-the-art technological advancements. Resources Policy, 98, 105287. https://doi.org/10.1016/j.resourpol.2024.105287
DOI: https://doi.org/10.1016/j.resourpol.2024.105287Barra, C., & Zotti, R. (2019). Bank performance, financial stability and market concentration: Evidence from cooperative and non‐cooperative banks. Annals of Public and Cooperative Economics, 90(1), 103–139. https://doi.org/10.1111/apce.12217
DOI: https://doi.org/10.1111/apce.12217Battaglia, F., & Gallo, A. (2015). Risk governance and Asian bank performance: An empirical investigation over the financial crisis. Emerging Markets Review, 25, 53–68. https://doi.org/10.1016/j.ememar.2015.04.004
DOI: https://doi.org/10.1016/j.ememar.2015.04.004Beltratti, A., & Stulz, R. M. (2012). The credit crisis around the globe: Why did some banks perform better? Journal of Financial Economics, 105(1), 1–17. https://doi.org/10.1016/j.jfineco.2011.12.005
DOI: https://doi.org/10.1016/j.jfineco.2011.12.005Berger, A. N., & Hannan, T. H. (1998). The efficiency cost of market power in the banking industry: A test of the “quiet life” and related hypotheses. Review of Economics and Statistics, 80(3), 454–465. https://doi.org/10.1162/003465398557555
DOI: https://doi.org/10.1162/003465398557555Berger, A. N., Hasan, I., & Zhou, M. (2010). The effects of focus versus diversification on bank performance: Evidence from Chinese banks. Journal of Banking & Finance, 34(7), 1417–1435. https://doi.org/10.1016/j.jbankfin.2010.01.010
DOI: https://doi.org/10.1016/j.jbankfin.2010.01.010Bischof, J., & Rudolf, N. (2025). Manager characteristics and the informativeness of banks’ loan loss provisioning. Review of Accounting Studies. https://doi.org/10.1007/s11142-025-09905-4
DOI: https://doi.org/10.1007/s11142-025-09905-4Carletti, E., Hartmann, P., & Spagnolo, G. (2007). Bank mergers, competition, and liquidity. Journal of Money, Credit and Banking, 39(5), 1067–1105. https://www.jstor.org/stable/4494287
DOI: https://doi.org/10.1111/j.1538-4616.2007.00058.xClark, E., Radić, N., & Sharipova, A. (2018). Bank competition and stability in the CIS markets. Journal of International Financial Markets, Institutions and Money, 54, 190–203. https://doi.org/10.1016/j.intfin.2017.12.005
DOI: https://doi.org/10.1016/j.intfin.2017.12.005Cristian, E., Leonarsan, W., & Kim, S. S. (2020). The impacts of competition, efficiency, and risk towards bank’s performance in Indonesia. Jurnal Keuangan Dan Perbankan, 24(4), 407–419. https://doi.org/10.26905/jkdp.v24i4.4903
DOI: https://doi.org/10.26905/jkdp.v24i4.4903De Nicoló, G., Jalal, A. M., & Boyd, J. H. (2006). Bank risk-taking and competition revisited: New theory and new evidence. IMF Working Papers, 6(297), 1. https://doi.org/10.5089/9781451865578.001
DOI: https://doi.org/10.5089/9781451865578.001Demirgüç-Kunt, A., Klapper, L., Singer, D., Ansar, S., & Hess, J. (2020). The Global Findex Database 2017: Measuring financial inclusion and opportunities to expand access to and use of financial services. The World Bank Economic Review, 34(Supplement_1), S2–S8. https://doi.org/10.1093/wber/lhz013
DOI: https://doi.org/10.1093/wber/lhz013Dewi, D. R., & Arsyianti, L. D. (2023). Investment decision of DKI Jakarta Millennials in Islamic peer-to-peer financing during the COVID-19 pandemic. Jurnal Ekonomi Dan Bisnis Islam (Journal of Islamic Economics and Business), 9(2), 270–290. https://doi.org/10.20473/jebis.v9i2.34072
DOI: https://doi.org/10.20473/jebis.v9i2.34072DeYoung, R., & Torna, G. (2013). Nontraditional banking activities and bank failures during the financial crisis. Journal of Financial Intermediation, 22(3), 397–421. https://doi.org/10.1016/j.jfi.2013.01.001
DOI: https://doi.org/10.1016/j.jfi.2013.01.001Diallo, I. A. (2015). Exchange rate volatility and investment: A panel data cointegration approach. Expert Journal of Economics, 3(2), 127–135. https://economics.expertjournals.com/23597704-313/
Disman, D., Ali, M., & Syaom Barliana, M. (2017). The use of quantitative research method and statistical data analysis in dissertation: An evaluation study. International Journal of Education, 10(1), 46. https://doi.org/10.17509/ije.v10i1.5566
DOI: https://doi.org/10.17509/ije.v10i1.5566Djebali, N., & Zaghdoudi, K. (2020a). Testing the governance-performance relationship for the Tunisian banks: A GMM in system analysis. Financial Innovation, 6(1), 23. https://doi.org/10.1186/s40854-020-00182-5
DOI: https://doi.org/10.1186/s40854-020-00182-5Djebali, N., & Zaghdoudi, K. (2020b). Threshold effects of liquidity risk and credit risk on bank stability in the MENA region. Journal of Policy Modeling, 42(5), 1049–1063. https://doi.org/10.1016/j.jpolmod.2020.01.013
DOI: https://doi.org/10.1016/j.jpolmod.2020.01.013Donaldson, G. (1961). Corporate debt capacity: A study of corporate debt policy and the determination of corporate debt capacity. Beard Books.
Dutta, K. D., & Saha, M. (2021). Do competition and efficiency lead to bank stability? Evidence from Bangladesh. Future Business Journal, 7(1), 6. https://doi.org/10.1186/s43093-020-00047-4
DOI: https://doi.org/10.1186/s43093-020-00047-4Erkens, D. H., Hung, M., & Matos, P. (2012). Corporate governance in the 2007–2008 financial crisis: Evidence from financial institutions worldwide. Journal of Corporate Finance, 18(2), 389–411. https://doi.org/10.1016/j.jcorpfin.2012.01.005
DOI: https://doi.org/10.1016/j.jcorpfin.2012.01.005Famanta, M., Randhawa, A. A., & Yajing, J. (2024). The impact of green FDI on environmental quality in less developed countries: A case study of load capacity factor based on PCSE and FGLS techniques. Heliyon, 10(7), e28217. https://doi.org/10.1016/j.heliyon.2024.e28217
DOI: https://doi.org/10.1016/j.heliyon.2024.e28217Feghali, K., Mora, N., & Nassif, P. (2021). Financial inclusion, bank market structure, and financial stability: International evidence. The Quarterly Review of Economics and Finance, 80, 236–257. https://doi.org/10.1016/j.qref.2021.01.007
DOI: https://doi.org/10.1016/j.qref.2021.01.007Freixas, X., & Rochet, J.-C. (2008). Microeconomics of banking (2nd ed.). MIT Press.
Fries, S., & Taci, A. (2005). Cost efficiency of banks in transition: Evidence from 289 banks in 15 post-communist countries. Journal of Banking & Finance, 29(1), 55–81. https://doi.org/10.1016/j.jbankfin.2004.06.016
DOI: https://doi.org/10.1016/j.jbankfin.2004.06.016Ghenimi, A., Chaibi, H., & Omri, M. A. B. (2017). The effects of liquidity risk and credit risk on bank stability: Evidence from the MENA region. Borsa Istanbul Review, 17(4), 238–248. https://doi.org/10.1016/j.bir.2017.05.002
DOI: https://doi.org/10.1016/j.bir.2017.05.002Goetz, M. R. (2018). Competition and bank stability. Journal of Financial Intermediation, 35, 57–69. https://doi.org/10.1016/j.jfi.2017.06.001
DOI: https://doi.org/10.1016/j.jfi.2017.06.001Gogtay, N. J., & Thatte, U. M. (2017). Principles of correlation analysis. The Journal of the Association of Physicians of India, 65(3), 78–81. https://www.kem.edu/wp-content/uploads/2012/06/9-Principles_of_correlation-1.pdf
Goodhart, C. A. E., & Tsomocos, D. P. (2010). Analysis of financial stability. In P. L. Siklos, M. T. Bohl, & M. E. Wohar (Eds.), Challenges in central banking: The current institutional environment and forces affecting monetary policy (pp. 121–145). Cambridge University Press. https://doi.org/10.1017/CBO9780511762802.006
DOI: https://doi.org/10.1017/CBO9780511762802.006Gupta, J., & Kashiramka, S. (2020). Financial stability of banks in India: Does liquidity creation matter? Pacific-Basin Finance Journal, 64, 101439. https://doi.org/10.1016/j.pacfin.2020.101439
DOI: https://doi.org/10.1016/j.pacfin.2020.101439Gupta, 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
DOI: https://doi.org/10.1080/23322039.2020.1808282Hassan, 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
DOI: https://doi.org/10.1016/j.ribaf.2018.10.006He, D. (2016). “Herd behavior” in the commercial bank credit market. In D. He, Financial Security in China (pp. 33–45). Springer Singapore. https://doi.org/10.1007/978-981-10-0969-3_3
DOI: https://doi.org/10.1007/978-981-10-0969-3_3Hidayat, S. E., Sakti, M. R. P., & Al-Balushi, R. A. A. (2021). Risk, efficiency and financial performance in the GCC banking industry: Islamic versus conventional banks. Journal of Islamic Accounting and Business Research, 12(4), 564–592. https://doi.org/10.1108/JIABR-05-2020-0138
DOI: https://doi.org/10.1108/JIABR-05-2020-0138Humairah, N., Andriansyah, Y., & Badjie, F. (2023). Determinants of profitability in indonesian Islamic banks: Insights on financial performance. Unisia, 41(2), 413–440. https://doi.org/10.20885/unisia.vol41.iss2.art9
DOI: https://doi.org/10.20885/unisia.vol41.iss2.art9Iramani, Rr., Muazaroh, M., & Mongid, A. (2018). Positive contribution of the good corporate governance rating to stability and performance: Evidence from Indonesia. Problems and Perspectives in Management, 16(2), 1–11. https://doi.org/10.21511/ppm.16(2).2018.01
DOI: https://doi.org/10.21511/ppm.16(2).2018.01Jin, S., & Lee, K. (2020). The government R&D funding and management performance: The mediating effect of technology innovation. Journal of Open Innovation: Technology, Market, and Complexity, 6(4), 94. https://doi.org/10.3390/joitmc6040094
DOI: https://doi.org/10.3390/joitmc6040094Joseph, E. S., & Richard, E. M. (2025). Lending behavior and credit risk of Tanzanian banks and their influencing factors: Impact of Islamic banking window. Journal of Islamic Accounting and Business Research. https://doi.org/10.1108/JIABR-09-2024-0368
DOI: https://doi.org/10.1108/JIABR-09-2024-0368Junttila, J., & Nguyen, V. C. S. (2022). Impacts of sovereign risk premium on bank profitability: Evidence from Euro area. International Review of Financial Analysis, 81, 102110. https://doi.org/10.1016/j.irfa.2022.102110
DOI: https://doi.org/10.1016/j.irfa.2022.102110Kasman, A., & Carvallo, O. (2014). Financial stability, competition and efficiency in Latin American and caribbean banking. Journal of Applied Economics, 17(2), 301–324. https://doi.org/10.1016/S1514-0326(14)60014-3
DOI: https://doi.org/10.1016/S1514-0326(14)60014-3Kasman, A., & Kasman, S. (2016). Bank size, competition and risk in the Turkish banking industry. Empirica, 43(3), 607–631. https://doi.org/10.1007/s10663-015-9307-1
DOI: https://doi.org/10.1007/s10663-015-9307-1Keeley, M. C. (1990). Deposit insurance, risk, and market power in banking. The American Economic Review, 80(5), 1183–1200. https://www.jstor.org/stable/2006769
Khan, H. H., Khan, S., & Ghafoor, A. (2023). Fintech adoption, the regulatory environment and bank stability: An empirical investigation from GCC economies. Borsa Istanbul Review, 23(6), 1263–1281. https://doi.org/10.1016/j.bir.2023.10.010
DOI: https://doi.org/10.1016/j.bir.2023.10.010Kiely, R. (1998). Neo liberalism revised? A critical account of World Bank concepts of good governance and market friendly intervention. Capital & Class, 22(1), 63–88. https://doi.org/10.1177/030981689806400106
DOI: https://doi.org/10.1177/030981689806400106Kim, H., Batten, J. A., & Ryu, D. (2020). Financial crisis, bank diversification, and financial stability: OECD countries. International Review of Economics & Finance, 65, 94–104. https://doi.org/10.1016/j.iref.2019.08.009
DOI: https://doi.org/10.1016/j.iref.2019.08.009Koetter, M. (2008). The stability of bank efficiency rankings when risk preferences and objectives are different. The European Journal of Finance, 14(2), 115–135. https://doi.org/10.1080/13518470701380068
DOI: https://doi.org/10.1080/13518470701380068Koetter, M., & Poghosyan, T. (2009). The identification of technology regimes in banking: Implications for the market power-fragility nexus. Journal of Banking & Finance, 33(8), 1413–1422. https://doi.org/10.1016/j.jbankfin.2009.02.005
DOI: https://doi.org/10.1016/j.jbankfin.2009.02.005Kraus, A., & Litzenberger, R. H. (1973). A state-preference model of optimal financial leverage. The Journal of Finance, 28(4), 911. https://doi.org/10.2307/2978343
DOI: https://doi.org/10.2307/2978343Lassoued, N., Sassi, H., & Attia, M. B. R. (2016). The impact of state and foreign ownership on banking risk: Evidence from the MENA countries. Research in International Business and Finance, 36, 167–178. https://doi.org/10.1016/j.ribaf.2015.09.014
DOI: https://doi.org/10.1016/j.ribaf.2015.09.014Lepetit, L., & Strobel, F. (2015). Bank insolvency risk and Z-score measures: A refinement. Finance Research Letters, 13, 214–224. https://doi.org/10.1016/j.frl.2015.01.001
DOI: https://doi.org/10.1016/j.frl.2015.01.001Lesmana, N., & Damayanti, C. R. (2021). How corporate governance protects Indonesian companies from financial distress. Jurnal Administrasi Bisnis, 10(1), 13–22. https://doi.org/10.14710/jab.v10i1.33523
DOI: https://doi.org/10.14710/jab.v10i1.33523Li, L., Chen, J., Gao, H., & Xie, L. (2019). The certification effect of government R&D subsidies on innovative entrepreneurial firms’ access to bank finance: Evidence from China. Small Business Economics, 52(1), 241–259. https://doi.org/10.1007/s11187-018-0024-6
DOI: https://doi.org/10.1007/s11187-018-0024-6Li, X., Feng, H., Zhao, S., & Carter, D. A. (2021). The effect of revenue diversification on bank profitability and risk during the COVID-19 pandemic. Finance Research Letters, 43, 101957. https://doi.org/10.1016/j.frl.2021.101957
DOI: https://doi.org/10.1016/j.frl.2021.101957Liu, Z., Yin, X., Tu, H., & Zhang, C. (2025). Bank competition and resilience to liquidity shocks. International Review of Economics & Finance, 102, 104210. https://doi.org/10.1016/j.iref.2025.104210
DOI: https://doi.org/10.1016/j.iref.2025.104210Louati, S., & Boujelbene, Y. (2015). Banks’ stability-efficiency within dual banking system: A stochastic frontier analysis. International Journal of Islamic and Middle Eastern Finance and Management, 8(4), 472–490. https://doi.org/10.1108/IMEFM-12-2014-0121
DOI: https://doi.org/10.1108/IMEFM-12-2014-0121Luo, H., Kamarudin, F., & Mohd Nor, N. (2024). The impact of economic uncertainty on bank efficiency—The moderating role of country governance. Heliyon, 10(6), e27905. https://doi.org/10.1016/j.heliyon.2024.e27905
DOI: https://doi.org/10.1016/j.heliyon.2024.e27905Mateev, M., & Bachvarov, P. (2021). Regulation, ownership and bank performance in the MENA region: Evidence for Islamic and conventional banks. Emerging Markets Review, 47, 100789. https://doi.org/10.1016/j.ememar.2020.100789
DOI: https://doi.org/10.1016/j.ememar.2020.100789Mateev, M., Moudud-Ul-Huq, S., & Sahyouni, A. (2022). Regulation, banking competition and risk-taking behavior in the MENA region: Policy implications for Islamic banks. Journal of Islamic Accounting and Business Research, 13(2), 297–337. https://doi.org/10.1108/JIABR-01-2021-0009
DOI: https://doi.org/10.1108/JIABR-01-2021-0009Mateev, M., Tariq, M. U., & Sahyouni, A. (2021). Competition, capital growth and risk-taking in emerging markets: Policy implications for banking sector stability during COVID-19 pandemic. PLOS ONE, 16(6), e0253803. https://doi.org/10.1371/journal.pone.0253803
DOI: https://doi.org/10.1371/journal.pone.0253803Miah, M. D., & Uddin, H. (2017). Efficiency and stability: A comparative study between islamic and conventional banks in GCC countries. Future Business Journal, 3(2), 172–185. https://doi.org/10.1016/j.fbj.2017.11.001
DOI: https://doi.org/10.1016/j.fbj.2017.11.001Minarni, Abidin, M., & Ekowati, V. M. (2023). The influence of financial performance on profitability of sharia commercial banks in Indonesia using the CAMEL method. Journal of Islamic Economics Lariba, 9(2), 329–352. https://doi.org/10.20885/jielariba.vol9.iss2.art4
DOI: https://doi.org/10.20885/jielariba.vol9.iss2.art4Modigliani, F., & Miller, M. H. (1958). The cost of capital, corporation finance and the theory of investment. The American Economic Review, 48(3), 261–297. https://www.jstor.org/stable/1809766
Modigliani, F., & Miller, M. H. (1963). Corporate income taxes and the cost of capital: A correction. The American Economic Review, 53(3), 433–443. https://www.jstor.org/stable/1809167
Mollah, S., Hassan, M. K., Al Farooque, O., & Mobarek, A. (2017). The governance, risk-taking, and performance of Islamic banks. Journal of Financial Services Research, 51(2), 195–219. https://doi.org/10.1007/s10693-016-0245-2
DOI: https://doi.org/10.1007/s10693-016-0245-2Mooney, D. F., Hoag, D. L. K., Rasul, Z. I., & Gao, S. (2022). More risk, more money: When are payments for water savings from limited irrigation profitable for farmers? Water Resources and Economics, 40, 100212. https://doi.org/10.1016/j.wre.2022.100212
DOI: https://doi.org/10.1016/j.wre.2022.100212Moudud-Ul-Huq, S. (2019). Banks’ capital buffers, risk, and efficiency in emerging economies: Are they counter-cyclical? Eurasian Economic Review, 9(4), 467–492. https://doi.org/10.1007/s40822-018-0121-5
DOI: https://doi.org/10.1007/s40822-018-0121-5Moudud-Ul-Huq, S. (2021). Does bank competition matter for performance and risk-taking? Empirical evidence from BRICS countries. International Journal of Emerging Markets, 16(3), 409–447. https://doi.org/10.1108/IJOEM-03-2019-0197
DOI: https://doi.org/10.1108/IJOEM-03-2019-0197Moudud-Ul-Huq, S., Zheng, C., & Gupta, A. D. (2018). Does bank corporate governance matter for bank performance and risk-taking? New insights of an emerging economy. Asian Economic and Financial Review, 8(2), 205–230. https://doi.org/10.18488/journal.aefr.2018.82.205.230
DOI: https://doi.org/10.18488/journal.aefr.2018.82.205.230Mutarindwa, S., Schaefer, D., & Stephan, A. (2020). Legal history, institutions and banking system development in Africa (No. GLO Discussion Paper Series 444). Global Labor Organization (GLO). https://www.ssrn.com/abstract=3544721
DOI: https://doi.org/10.2139/ssrn.3544721Myers, S. C., & Majluf, N. S. (1984). Corporate financing and investment decisions when firms have information that investors do not have. Journal of Financial Economics, 13(2), 187–221. https://doi.org/10.1016/0304-405X(84)90023-0
DOI: https://doi.org/10.1016/0304-405X(84)90023-0Nair, A. R., & Anand, B. (2020). Monetary policy and financial stability: Should central bank lean against the wind? Central Bank Review, 20(3), 133–142. https://doi.org/10.1016/j.cbrev.2020.03.006
DOI: https://doi.org/10.1016/j.cbrev.2020.03.006Nasrulloh, N. (2021). Sharia banking financing model in enhancing the halal certification of micro, small, medium enterprise industry. El Dinar, 9(1), 19–32. https://doi.org/10.18860/ed.v9i1.9481
DOI: https://doi.org/10.18860/ed.v9i1.9481Nisa’, K., Andriansyah, Y., & Hasan, B. B. (2023). Determinants of profitability in Indonesian Islamic banks: Financial and macroeconomic insights. Journal of Islamic Economics Lariba, 9(2), 567–590. https://doi.org/10.20885/jielariba.vol9.iss2.art14
DOI: https://doi.org/10.20885/jielariba.vol9.iss2.art14Octrina, F., & Setiawati, R. (2019). Competitiveness of Indonesian banking industry based on commercial bank business group: Panzar Rosse Model. Jurnal Perspektif Pembiayaan Dan Pembangunan Daerah, 7(1), 37–48. https://doi.org/10.22437/ppd.v7i1.7475
DOI: https://doi.org/10.22437/ppd.v7i1.7475Oluseyi-sowunmi, S. O., Owolabi, A. A., Iyoha, F. O., & Uwuigbe, O. R. (2019). Corporate ethical standard and the quality of sustainability reporting: Empirical evidence from commercial banks in nigeria. IOP Conference Series: Earth and Environmental Science, 331(1), 012067. https://doi.org/10.1088/1755-1315/331/1/012067
DOI: https://doi.org/10.1088/1755-1315/331/1/012067Ozili, P. K. (2018). Banking stability determinants in Africa. International Journal of Managerial Finance, 14(4), 462–483. https://doi.org/10.1108/IJMF-01-2018-0007
DOI: https://doi.org/10.1108/IJMF-01-2018-0007Padoa-Schioppa, T. (2002). Central banks and financial stability: Exploring a land in between. Second ECB Central Banking Conference, “The transformation of the European financial system”, 24 and 25 October 2002, Frankfurt am Main. https://www.ecb.europa.eu/events/pdf/conferences/tps.pdf
Pak, O. (2019). The impact of state ownership and business models on bank stability: Empirical evidence from the Eurasian Economic Union. The Quarterly Review of Economics and Finance, 71, 161–175. https://doi.org/10.1016/j.qref.2018.07.008
DOI: https://doi.org/10.1016/j.qref.2018.07.008Pasiouras, F., & Kosmidou, K. (2007). Factors influencing the profitability of domestic and foreign commercial banks in the European Union. Research in International Business and Finance, 21(2), 222–237. https://doi.org/10.1016/j.ribaf.2006.03.007
DOI: https://doi.org/10.1016/j.ribaf.2006.03.007Pessarossi, P., Thevenon, J.-L., & Weill, L. (2020). Does high profitability improve stability for European banks? Research in International Business and Finance, 53, 101220. https://doi.org/10.1016/j.ribaf.2020.101220
DOI: https://doi.org/10.1016/j.ribaf.2020.101220Phan, H. T., Anwar, S., Alexander, W. R. J., & Phan, H. T. M. (2019). Competition, efficiency and stability: An empirical study of East Asian commercial banks. The North American Journal of Economics and Finance, 50, 100990. https://doi.org/10.1016/j.najef.2019.100990
DOI: https://doi.org/10.1016/j.najef.2019.100990Phuong, N. T., Lan, N. H., & Yen, N. T. H. (2024, December 1). The impact of banking competition on financial inclusion in Vietnam. Proceedings “The 12th International Conference on Emerging Challenges: SUSTAINABLE STRATEGIES IN THE DATA-DRIVEN ECONOMY”. November 1st – 2 Nd, 2024 Thanh Hoa, Vietnam. The 12th International Conference on Emerging Challenges: SUSTAINABLE STRATEGIES IN THE DATA-DRIVEN ECONOMY, Thanh Hoa, Vietnam. https://doi.org/10.15625/vap.2025.0045
DOI: https://doi.org/10.15625/vap.2025.0045Pruteanu-Podpiera, A., Weill, L., & Schobert, F. (2008). Banking competition and efficiency: A micro-data analysis on the Czech banking industry. Comparative Economic Studies, 50(2), 253–273. https://doi.org/10.1057/palgrave.ces.8100248
DOI: https://doi.org/10.1057/palgrave.ces.8100248Pyo, S., & Choi, S. O. (2025). Regional innovation and economic growth: Empirical insights from FGLS, FE-DKSE, and XGBoost-SHAP approach. Journal of Open Innovation: Technology, Market, and Complexity, 11(2), 100524. https://doi.org/10.1016/j.joitmc.2025.100524
DOI: https://doi.org/10.1016/j.joitmc.2025.100524Rakshit, B., & Bardhan, S. (2022). Does bank efficiency enhance bank performance? Empirical evidence from Indian banking. Buletin Ekonomi Moneter Dan Perbankan, 25, 103–124. https://doi.org/10.21098/bemp.v25i0.1844
DOI: https://doi.org/10.21098/bemp.v25i0.1844Ray, S. C., & Das, A. (2010). Distribution of cost and profit efficiency: Evidence from Indian banking. European Journal of Operational Research, 201(1), 297–307. https://doi.org/10.1016/j.ejor.2009.02.030
DOI: https://doi.org/10.1016/j.ejor.2009.02.030Risman, A., Mulyana, B., Silvatika, B. A., & Sulaeman, A. S. (2021). The effect of digital finance on financial stability. Management Science Letters, 11, 1979–1984. https://doi.org/10.5267/j.msl.2021.3.012
DOI: https://doi.org/10.5267/j.msl.2021.3.012Rjoub, H., Türsoy, T., & Günsel, N. (2009). The effects of macroeconomic factors on stock returns: Istanbul Stock Market. Studies in Economics and Finance, 26(1), 36–45. https://doi.org/10.1108/10867370910946315
DOI: https://doi.org/10.1108/10867370910946315Rutberg, S., & Bouikidis, C. D. (2018). Focusing on the fundamentals: A simplistic differentiation between qualitative and quantitative research. Nephrology Nursing Journal: Journal of the American Nephrology Nurses’ Association, 45(2), 209–212.
Safiullah, M., & Paramati, S. R. (2024). The impact of FinTech firms on bank financial stability. Electronic Commerce Research, 24(1), 453–475. https://doi.org/10.1007/s10660-022-09595-z
DOI: https://doi.org/10.1007/s10660-022-09595-zSaif-Alyousfi, A. Y. H., Saha, A., & Md-Rus, R. (2020). The impact of bank competition and concentration on bank risk-taking behavior and stability: Evidence from GCC countries. The North American Journal of Economics and Finance, 51, 100867. https://doi.org/10.1016/j.najef.2018.10.015
DOI: https://doi.org/10.1016/j.najef.2018.10.015Schaeck, K., & Cihák, M. (2014). Competition, efficiency, and stability in banking. Financial Management, 43(1), 215–241. https://doi.org/10.1111/fima.12010
DOI: https://doi.org/10.1111/fima.12010Schinasi, G. J. (2004). Defining financial stability. IMF Working Papers, 4(187), 1–18. https://doi.org/10.5089/9781451859546.001
DOI: https://doi.org/10.5089/9781451859546.001Scott, S. V., Van Reenen, J., & Zachariadis, M. (2017). The long-term effect of digital innovation on bank performance: An empirical study of SWIFT adoption in financial services. Research Policy, 46(5), 984–1004. https://doi.org/10.1016/j.respol.2017.03.010
DOI: https://doi.org/10.1016/j.respol.2017.03.010Senthilnathan, S. (2019). Usefulness of correlation analysis. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3416918
DOI: https://doi.org/10.2139/ssrn.3416918Shaffer, S., & Spierdijk, L. (2020). Measuring multi-product banks’ market power using the Lerner index. Journal of Banking & Finance, 117, 105859. https://doi.org/10.1016/j.jbankfin.2020.105859
DOI: https://doi.org/10.1016/j.jbankfin.2020.105859Shahriar, A., Mehzabin, S., & Azad, M. A. K. (2023). Diversification and bank stability in the MENA region. Social Sciences & Humanities Open, 8(1), 100520. https://doi.org/10.1016/j.ssaho.2023.100520
DOI: https://doi.org/10.1016/j.ssaho.2023.100520Shaikh, I. M., Qureshi, M. A., Noordin, K., Shaikh, J. M., Khan, A., & Shahbaz, M. S. (2020). Acceptance of Islamic financial technology (FinTech) banking services by Malaysian users: An extension of technology acceptance model. Foresight, 22(3), 367–383. https://doi.org/10.1108/FS-12-2019-0105
DOI: https://doi.org/10.1108/FS-12-2019-0105Shim, J. (2019). Loan portfolio diversification, market structure and bank stability. Journal of Banking & Finance, 104, 103–115. https://doi.org/10.1016/j.jbankfin.2019.04.006
DOI: https://doi.org/10.1016/j.jbankfin.2019.04.006Subhani, G., & Zeb, S. (2022). Internal corporate governance and bank risk taking behavior: Evidence from developed and emerging economies. Business Review, 16(2), 21–43. https://doi.org/10.54784/1990-6587.1405
DOI: https://doi.org/10.54784/1990-6587.1405Susan, E. B., Matilda, A. B., & Natu, M. M. (2024). Examining the nexus between governance and financial inclusion in the Nordic-Baltic region: Bank stability as a moderator. Heliyon, 10(14), e34227. https://doi.org/10.1016/j.heliyon.2024.e34227
DOI: https://doi.org/10.1016/j.heliyon.2024.e34227Tan, Y. (2016). The impacts of risk and competition on bank profitability in China. Journal of International Financial Markets, Institutions and Money, 40, 85–110. https://doi.org/10.1016/j.intfin.2015.09.003
DOI: https://doi.org/10.1016/j.intfin.2015.09.003Tan, Y., Floros, C., & Anchor, J. (2017). The profitability of Chinese banks: Impacts of risk, competition and efficiency. Review of Accounting and Finance, 16(1), 86–105. https://doi.org/10.1108/RAF-05-2015-0072
DOI: https://doi.org/10.1108/RAF-05-2015-0072Tan, Y., Lau, M. C. K., & Gozgor, G. (2021). Competition and profitability: Impacts on stability in Chinese banking. International Journal of the Economics of Business, 28(2), 197–220. https://doi.org/10.1080/13571516.2020.1724009
DOI: https://doi.org/10.1080/13571516.2020.1724009Thoha, M., Nugraha, H. S., Suryoko, S., Nadhifah, T., & Rhosyida, N. (2022). The influence of good corporate governance on financial stability. KnE Social Sciences, The 3rd International Conference on Governance, Public Administration, and Social Science (ICoGPASS), 337–353. https://doi.org/10.18502/kss.v7i9.10949
DOI: https://doi.org/10.18502/kss.v7i9.10949Tsomocos, D. P., Bhattacharya, S., Goodhart, C. A. E., & Sunirand, P. (2007). Banks, relative performance, and sequential contagion. Economic Theory, 32(2), 381–398. https://doi.org/10.1007/s00199-006-0190-7
DOI: https://doi.org/10.1007/s00199-006-0190-7Uddin, M. H., Mollah, S., & Ali, M. H. (2020). Does cyber tech spending matter for bank stability? International Review of Financial Analysis, 72, 101587. https://doi.org/10.1016/j.irfa.2020.101587
DOI: https://doi.org/10.1016/j.irfa.2020.101587Utomo, S. B., Sekaryuni, R., Widarjono, A., Tohirin, A., & Sudarsono, H. (2021). Promoting Islamic financial ecosystem to improve halal industry performance in Indonesia: A demand and supply analysis. Journal of Islamic Marketing, 12(5), 992–1011. https://doi.org/10.1108/JIMA-12-2019-0259
DOI: https://doi.org/10.1108/JIMA-12-2019-0259Vuong, G. T. H., Nguyen, Y. D. H., Nguyen, M. H., & Wong, W.-K. (2024). Assessing the impact of macroeconomic uncertainties on bank stability: Insights from ASEAN-8 countries. Heliyon, 10(11), e31711. https://doi.org/10.1016/j.heliyon.2024.e31711
DOI: https://doi.org/10.1016/j.heliyon.2024.e31711Wheelock, D. C., & Wilson, P. W. (1995). Explaining bank failures: Deposit insurance, regulation, and efficiency. The Review of Economics and Statistics, 77(4), 689–700. https://doi.org/10.2307/2109816
DOI: https://doi.org/10.2307/2109816Wirdiyanti, R. (2018). Digital banking technology adoption and bank efficiency: The Indonesian case. Otoritas Jasa Keuangan. https://scholar.google.com/scholar?cluster=11454448654372955206&hl=en&oi=scholarr
Yuniarti, S., Chandrarin, G., & Subiyantoro, E. (2018). The direct and indirect impacts of good corporate governance on banking stability: An empirical study in Indonesia. International Journal of Business and Society, 19(S4), 517–534. https://www.ijbs.unimas.my/volume-11-20/volume-19-s4-2018/526-the-direct-and-indirect-impacts-of-good-corporate-governance-on-banking-stability-an-empirical-study-in-indonesia
Zaghdoudi, K. (2019). The effects of risks on the stability of Tunisian conventional banks. Asian Economic and Financial Review, 9(3), 389–401. https://doi.org/10.18488/journal.aefr.2019.93.389.401
DOI: https://doi.org/10.18488/journal.aefr.2019.93.389.401Zheng, C., Moudud-Ul-Huq, S., Rahman, M. M., & Ashraf, B. N. (2017). Does the ownership structure matter for banks’ capital regulation and risk-taking behavior? Empirical evidence from a developing country. Research in International Business and Finance, 42, 404–421. https://doi.org/10.1016/j.ribaf.2017.07.035
DOI: https://doi.org/10.1016/j.ribaf.2017.07.035
References
Abd-Elmageed, M. H., Abdel Megeid, N. S., & Riad, N. M. A. H. (2020). Impact of operational efficiency and financial performance on capital structure using earnings management as a moderator variable. Al-Fikr Al-Muḥāsabī, 24(3), 1029–1059. https://doi.org/10.21608/atasu.2020.160431
DOI: https://doi.org/10.21608/atasu.2020.160431Acharya, V. V., & Mora, N. (2015). A crisis of banks as liquidity providers. The Journal of Finance, 70(1), 1–43. https://doi.org/10.1111/jofi.12182
DOI: https://doi.org/10.1111/jofi.12182Adusei, M. (2015). The impact of bank size and funding risk on bank stability. Cogent Economics & Finance, 3(1), 1111489. https://doi.org/10.1080/23322039.2015.1111489
DOI: https://doi.org/10.1080/23322039.2015.1111489Agyekum, F., Locke, S., & Hewa-Wellalage, N. (2016). Financial inclusion and digital financial services: Empirical evidence from Ghana (No. MPRA Paper 82885). University Library of Munich. https://ideas.repec.org//p/pra/mprapa/82885.html
Alam, Md. K., Ab Rahman, S., Mustafa, H., Shah, S. M., & Hossain, Md. S. (2019). Shariah governance framework of Islamic banks in Bangladesh: Practices, problems and recommendations. Asian Economic and Financial Review, 9(1), 118–132. https://doi.org/10.18488/journal.aefr.2019.91.118.132
DOI: https://doi.org/10.18488/journal.aefr.2019.91.118.132Alandejani, M. (2022). Does issuing islamic bonds through banks increase banking efficiency? Heliyon, 8(8), e10041. https://doi.org/10.1016/j.heliyon.2022.e10041
DOI: https://doi.org/10.1016/j.heliyon.2022.e10041Alber, N., Elmofty, M., Walied, I., & Sami, R. (2019). Banking efficiency: Concepts, drivers, measures, literature and conceptual model. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3310982
DOI: https://doi.org/10.2139/ssrn.3310982Alexandra, C., Lionardi, M., William, W., Jennefer, S., & Meiden, C. M. (2022). Studi literatur: Pengaruh faktor good corporate governance terhadap financial distress [Literature study: The influence of good corporate governance factors on financial distress]. Owner, 6(1), 111–122. https://doi.org/10.33395/owner.v6i1.536
DOI: https://doi.org/10.33395/owner.v6i1.536Ali, M., & Puah, C. H. (2019). The internal determinants of bank profitability and stability: An insight from banking sector of Pakistan. Management Research Review, 42(1), 49–67. https://doi.org/10.1108/MRR-04-2017-0103
DOI: https://doi.org/10.1108/MRR-04-2017-0103Ali, M., & Puah, C.-H. (2018). Does bank size and funding risk effect banks’ stability? A lesson from Pakistan. Global Business Review, 19(5), 1166–1186. https://doi.org/10.1177/0972150918788745
DOI: https://doi.org/10.1177/0972150918788745Allen, F., & Gale, D. (2004). Competition and financial stability. Journal of Money, Credit, and Banking, 36(3b), 453–480. https://doi.org/10.1353/mcb.2004.0038
DOI: https://doi.org/10.1353/mcb.2004.0038Alsmadi, A. A., Alrawashdeh, N., Al-Gasaymeh, A., Alhawamdeh, L. N., & Al_Hazimeh, A. M. (2023). Adoption of blockchain technology in supply chain. Sage Open, 13(1), 21582440231160143. https://doi.org/10.1177/21582440231160143
DOI: https://doi.org/10.1177/21582440231160143Alwi, Z., Parmitasari, R. D. A., & Syariati, A. (2021). An assessment on Islamic banking ethics through some salient points in the prophetic tradition. Heliyon, 7(5), e07103. https://doi.org/10.1016/j.heliyon.2021.e07103
DOI: https://doi.org/10.1016/j.heliyon.2021.e07103Amendola, A., Barra, C., Boccia, M., & Papaccio, A. (2025). Diversity in banking: How does competition in the Italian banking market affect bank performance? Structural Change and Economic Dynamics, 73, 307–327. https://doi.org/10.1016/j.strueco.2025.01.010
DOI: https://doi.org/10.1016/j.strueco.2025.01.010Angell, R. J., & Brewer, B. L. (2003). Improving the coverage of the DuPont approach of financial analysis in finance courses through the use of the net leverage multiplier. Journal of Economics and Finance Education, 2(2), 1199–1207. https://economics-finance.org/jefe/fin/Angellpaper.pdf
Asl, M. G., Isfahani, M. N., & Mohammadi, M. (2024). How does the mineral resource exploitation sector interact with Islamic and traditional ventures? Insights amidst the impact of green reforms and state-of-the-art technological advancements. Resources Policy, 98, 105287. https://doi.org/10.1016/j.resourpol.2024.105287
DOI: https://doi.org/10.1016/j.resourpol.2024.105287Barra, C., & Zotti, R. (2019). Bank performance, financial stability and market concentration: Evidence from cooperative and non‐cooperative banks. Annals of Public and Cooperative Economics, 90(1), 103–139. https://doi.org/10.1111/apce.12217
DOI: https://doi.org/10.1111/apce.12217Battaglia, F., & Gallo, A. (2015). Risk governance and Asian bank performance: An empirical investigation over the financial crisis. Emerging Markets Review, 25, 53–68. https://doi.org/10.1016/j.ememar.2015.04.004
DOI: https://doi.org/10.1016/j.ememar.2015.04.004Beltratti, A., & Stulz, R. M. (2012). The credit crisis around the globe: Why did some banks perform better? Journal of Financial Economics, 105(1), 1–17. https://doi.org/10.1016/j.jfineco.2011.12.005
DOI: https://doi.org/10.1016/j.jfineco.2011.12.005Berger, A. N., & Hannan, T. H. (1998). The efficiency cost of market power in the banking industry: A test of the “quiet life” and related hypotheses. Review of Economics and Statistics, 80(3), 454–465. https://doi.org/10.1162/003465398557555
DOI: https://doi.org/10.1162/003465398557555Berger, A. N., Hasan, I., & Zhou, M. (2010). The effects of focus versus diversification on bank performance: Evidence from Chinese banks. Journal of Banking & Finance, 34(7), 1417–1435. https://doi.org/10.1016/j.jbankfin.2010.01.010
DOI: https://doi.org/10.1016/j.jbankfin.2010.01.010Bischof, J., & Rudolf, N. (2025). Manager characteristics and the informativeness of banks’ loan loss provisioning. Review of Accounting Studies. https://doi.org/10.1007/s11142-025-09905-4
DOI: https://doi.org/10.1007/s11142-025-09905-4Carletti, E., Hartmann, P., & Spagnolo, G. (2007). Bank mergers, competition, and liquidity. Journal of Money, Credit and Banking, 39(5), 1067–1105. https://www.jstor.org/stable/4494287
DOI: https://doi.org/10.1111/j.1538-4616.2007.00058.xClark, E., Radić, N., & Sharipova, A. (2018). Bank competition and stability in the CIS markets. Journal of International Financial Markets, Institutions and Money, 54, 190–203. https://doi.org/10.1016/j.intfin.2017.12.005
DOI: https://doi.org/10.1016/j.intfin.2017.12.005Cristian, E., Leonarsan, W., & Kim, S. S. (2020). The impacts of competition, efficiency, and risk towards bank’s performance in Indonesia. Jurnal Keuangan Dan Perbankan, 24(4), 407–419. https://doi.org/10.26905/jkdp.v24i4.4903
DOI: https://doi.org/10.26905/jkdp.v24i4.4903De Nicoló, G., Jalal, A. M., & Boyd, J. H. (2006). Bank risk-taking and competition revisited: New theory and new evidence. IMF Working Papers, 6(297), 1. https://doi.org/10.5089/9781451865578.001
DOI: https://doi.org/10.5089/9781451865578.001Demirgüç-Kunt, A., Klapper, L., Singer, D., Ansar, S., & Hess, J. (2020). The Global Findex Database 2017: Measuring financial inclusion and opportunities to expand access to and use of financial services. The World Bank Economic Review, 34(Supplement_1), S2–S8. https://doi.org/10.1093/wber/lhz013
DOI: https://doi.org/10.1093/wber/lhz013Dewi, D. R., & Arsyianti, L. D. (2023). Investment decision of DKI Jakarta Millennials in Islamic peer-to-peer financing during the COVID-19 pandemic. Jurnal Ekonomi Dan Bisnis Islam (Journal of Islamic Economics and Business), 9(2), 270–290. https://doi.org/10.20473/jebis.v9i2.34072
DOI: https://doi.org/10.20473/jebis.v9i2.34072DeYoung, R., & Torna, G. (2013). Nontraditional banking activities and bank failures during the financial crisis. Journal of Financial Intermediation, 22(3), 397–421. https://doi.org/10.1016/j.jfi.2013.01.001
DOI: https://doi.org/10.1016/j.jfi.2013.01.001Diallo, I. A. (2015). Exchange rate volatility and investment: A panel data cointegration approach. Expert Journal of Economics, 3(2), 127–135. https://economics.expertjournals.com/23597704-313/
Disman, D., Ali, M., & Syaom Barliana, M. (2017). The use of quantitative research method and statistical data analysis in dissertation: An evaluation study. International Journal of Education, 10(1), 46. https://doi.org/10.17509/ije.v10i1.5566
DOI: https://doi.org/10.17509/ije.v10i1.5566Djebali, N., & Zaghdoudi, K. (2020a). Testing the governance-performance relationship for the Tunisian banks: A GMM in system analysis. Financial Innovation, 6(1), 23. https://doi.org/10.1186/s40854-020-00182-5
DOI: https://doi.org/10.1186/s40854-020-00182-5Djebali, N., & Zaghdoudi, K. (2020b). Threshold effects of liquidity risk and credit risk on bank stability in the MENA region. Journal of Policy Modeling, 42(5), 1049–1063. https://doi.org/10.1016/j.jpolmod.2020.01.013
DOI: https://doi.org/10.1016/j.jpolmod.2020.01.013Donaldson, G. (1961). Corporate debt capacity: A study of corporate debt policy and the determination of corporate debt capacity. Beard Books.
Dutta, K. D., & Saha, M. (2021). Do competition and efficiency lead to bank stability? Evidence from Bangladesh. Future Business Journal, 7(1), 6. https://doi.org/10.1186/s43093-020-00047-4
DOI: https://doi.org/10.1186/s43093-020-00047-4Erkens, D. H., Hung, M., & Matos, P. (2012). Corporate governance in the 2007–2008 financial crisis: Evidence from financial institutions worldwide. Journal of Corporate Finance, 18(2), 389–411. https://doi.org/10.1016/j.jcorpfin.2012.01.005
DOI: https://doi.org/10.1016/j.jcorpfin.2012.01.005Famanta, M., Randhawa, A. A., & Yajing, J. (2024). The impact of green FDI on environmental quality in less developed countries: A case study of load capacity factor based on PCSE and FGLS techniques. Heliyon, 10(7), e28217. https://doi.org/10.1016/j.heliyon.2024.e28217
DOI: https://doi.org/10.1016/j.heliyon.2024.e28217Feghali, K., Mora, N., & Nassif, P. (2021). Financial inclusion, bank market structure, and financial stability: International evidence. The Quarterly Review of Economics and Finance, 80, 236–257. https://doi.org/10.1016/j.qref.2021.01.007
DOI: https://doi.org/10.1016/j.qref.2021.01.007Freixas, X., & Rochet, J.-C. (2008). Microeconomics of banking (2nd ed.). MIT Press.
Fries, S., & Taci, A. (2005). Cost efficiency of banks in transition: Evidence from 289 banks in 15 post-communist countries. Journal of Banking & Finance, 29(1), 55–81. https://doi.org/10.1016/j.jbankfin.2004.06.016
DOI: https://doi.org/10.1016/j.jbankfin.2004.06.016Ghenimi, A., Chaibi, H., & Omri, M. A. B. (2017). The effects of liquidity risk and credit risk on bank stability: Evidence from the MENA region. Borsa Istanbul Review, 17(4), 238–248. https://doi.org/10.1016/j.bir.2017.05.002
DOI: https://doi.org/10.1016/j.bir.2017.05.002Goetz, M. R. (2018). Competition and bank stability. Journal of Financial Intermediation, 35, 57–69. https://doi.org/10.1016/j.jfi.2017.06.001
DOI: https://doi.org/10.1016/j.jfi.2017.06.001Gogtay, N. J., & Thatte, U. M. (2017). Principles of correlation analysis. The Journal of the Association of Physicians of India, 65(3), 78–81. https://www.kem.edu/wp-content/uploads/2012/06/9-Principles_of_correlation-1.pdf
Goodhart, C. A. E., & Tsomocos, D. P. (2010). Analysis of financial stability. In P. L. Siklos, M. T. Bohl, & M. E. Wohar (Eds.), Challenges in central banking: The current institutional environment and forces affecting monetary policy (pp. 121–145). Cambridge University Press. https://doi.org/10.1017/CBO9780511762802.006
DOI: https://doi.org/10.1017/CBO9780511762802.006Gupta, J., & Kashiramka, S. (2020). Financial stability of banks in India: Does liquidity creation matter? Pacific-Basin Finance Journal, 64, 101439. https://doi.org/10.1016/j.pacfin.2020.101439
DOI: https://doi.org/10.1016/j.pacfin.2020.101439Gupta, 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
DOI: https://doi.org/10.1080/23322039.2020.1808282Hassan, 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
DOI: https://doi.org/10.1016/j.ribaf.2018.10.006He, D. (2016). “Herd behavior” in the commercial bank credit market. In D. He, Financial Security in China (pp. 33–45). Springer Singapore. https://doi.org/10.1007/978-981-10-0969-3_3
DOI: https://doi.org/10.1007/978-981-10-0969-3_3Hidayat, S. E., Sakti, M. R. P., & Al-Balushi, R. A. A. (2021). Risk, efficiency and financial performance in the GCC banking industry: Islamic versus conventional banks. Journal of Islamic Accounting and Business Research, 12(4), 564–592. https://doi.org/10.1108/JIABR-05-2020-0138
DOI: https://doi.org/10.1108/JIABR-05-2020-0138Humairah, N., Andriansyah, Y., & Badjie, F. (2023). Determinants of profitability in indonesian Islamic banks: Insights on financial performance. Unisia, 41(2), 413–440. https://doi.org/10.20885/unisia.vol41.iss2.art9
DOI: https://doi.org/10.20885/unisia.vol41.iss2.art9Iramani, Rr., Muazaroh, M., & Mongid, A. (2018). Positive contribution of the good corporate governance rating to stability and performance: Evidence from Indonesia. Problems and Perspectives in Management, 16(2), 1–11. https://doi.org/10.21511/ppm.16(2).2018.01
DOI: https://doi.org/10.21511/ppm.16(2).2018.01Jin, S., & Lee, K. (2020). The government R&D funding and management performance: The mediating effect of technology innovation. Journal of Open Innovation: Technology, Market, and Complexity, 6(4), 94. https://doi.org/10.3390/joitmc6040094
DOI: https://doi.org/10.3390/joitmc6040094Joseph, E. S., & Richard, E. M. (2025). Lending behavior and credit risk of Tanzanian banks and their influencing factors: Impact of Islamic banking window. Journal of Islamic Accounting and Business Research. https://doi.org/10.1108/JIABR-09-2024-0368
DOI: https://doi.org/10.1108/JIABR-09-2024-0368Junttila, J., & Nguyen, V. C. S. (2022). Impacts of sovereign risk premium on bank profitability: Evidence from Euro area. International Review of Financial Analysis, 81, 102110. https://doi.org/10.1016/j.irfa.2022.102110
DOI: https://doi.org/10.1016/j.irfa.2022.102110Kasman, A., & Carvallo, O. (2014). Financial stability, competition and efficiency in Latin American and caribbean banking. Journal of Applied Economics, 17(2), 301–324. https://doi.org/10.1016/S1514-0326(14)60014-3
DOI: https://doi.org/10.1016/S1514-0326(14)60014-3Kasman, A., & Kasman, S. (2016). Bank size, competition and risk in the Turkish banking industry. Empirica, 43(3), 607–631. https://doi.org/10.1007/s10663-015-9307-1
DOI: https://doi.org/10.1007/s10663-015-9307-1Keeley, M. C. (1990). Deposit insurance, risk, and market power in banking. The American Economic Review, 80(5), 1183–1200. https://www.jstor.org/stable/2006769
Khan, H. H., Khan, S., & Ghafoor, A. (2023). Fintech adoption, the regulatory environment and bank stability: An empirical investigation from GCC economies. Borsa Istanbul Review, 23(6), 1263–1281. https://doi.org/10.1016/j.bir.2023.10.010
DOI: https://doi.org/10.1016/j.bir.2023.10.010Kiely, R. (1998). Neo liberalism revised? A critical account of World Bank concepts of good governance and market friendly intervention. Capital & Class, 22(1), 63–88. https://doi.org/10.1177/030981689806400106
DOI: https://doi.org/10.1177/030981689806400106Kim, H., Batten, J. A., & Ryu, D. (2020). Financial crisis, bank diversification, and financial stability: OECD countries. International Review of Economics & Finance, 65, 94–104. https://doi.org/10.1016/j.iref.2019.08.009
DOI: https://doi.org/10.1016/j.iref.2019.08.009Koetter, M. (2008). The stability of bank efficiency rankings when risk preferences and objectives are different. The European Journal of Finance, 14(2), 115–135. https://doi.org/10.1080/13518470701380068
DOI: https://doi.org/10.1080/13518470701380068Koetter, M., & Poghosyan, T. (2009). The identification of technology regimes in banking: Implications for the market power-fragility nexus. Journal of Banking & Finance, 33(8), 1413–1422. https://doi.org/10.1016/j.jbankfin.2009.02.005
DOI: https://doi.org/10.1016/j.jbankfin.2009.02.005Kraus, A., & Litzenberger, R. H. (1973). A state-preference model of optimal financial leverage. The Journal of Finance, 28(4), 911. https://doi.org/10.2307/2978343
DOI: https://doi.org/10.2307/2978343Lassoued, N., Sassi, H., & Attia, M. B. R. (2016). The impact of state and foreign ownership on banking risk: Evidence from the MENA countries. Research in International Business and Finance, 36, 167–178. https://doi.org/10.1016/j.ribaf.2015.09.014
DOI: https://doi.org/10.1016/j.ribaf.2015.09.014Lepetit, L., & Strobel, F. (2015). Bank insolvency risk and Z-score measures: A refinement. Finance Research Letters, 13, 214–224. https://doi.org/10.1016/j.frl.2015.01.001
DOI: https://doi.org/10.1016/j.frl.2015.01.001Lesmana, N., & Damayanti, C. R. (2021). How corporate governance protects Indonesian companies from financial distress. Jurnal Administrasi Bisnis, 10(1), 13–22. https://doi.org/10.14710/jab.v10i1.33523
DOI: https://doi.org/10.14710/jab.v10i1.33523Li, L., Chen, J., Gao, H., & Xie, L. (2019). The certification effect of government R&D subsidies on innovative entrepreneurial firms’ access to bank finance: Evidence from China. Small Business Economics, 52(1), 241–259. https://doi.org/10.1007/s11187-018-0024-6
DOI: https://doi.org/10.1007/s11187-018-0024-6Li, X., Feng, H., Zhao, S., & Carter, D. A. (2021). The effect of revenue diversification on bank profitability and risk during the COVID-19 pandemic. Finance Research Letters, 43, 101957. https://doi.org/10.1016/j.frl.2021.101957
DOI: https://doi.org/10.1016/j.frl.2021.101957Liu, Z., Yin, X., Tu, H., & Zhang, C. (2025). Bank competition and resilience to liquidity shocks. International Review of Economics & Finance, 102, 104210. https://doi.org/10.1016/j.iref.2025.104210
DOI: https://doi.org/10.1016/j.iref.2025.104210Louati, S., & Boujelbene, Y. (2015). Banks’ stability-efficiency within dual banking system: A stochastic frontier analysis. International Journal of Islamic and Middle Eastern Finance and Management, 8(4), 472–490. https://doi.org/10.1108/IMEFM-12-2014-0121
DOI: https://doi.org/10.1108/IMEFM-12-2014-0121Luo, H., Kamarudin, F., & Mohd Nor, N. (2024). The impact of economic uncertainty on bank efficiency—The moderating role of country governance. Heliyon, 10(6), e27905. https://doi.org/10.1016/j.heliyon.2024.e27905
DOI: https://doi.org/10.1016/j.heliyon.2024.e27905Mateev, M., & Bachvarov, P. (2021). Regulation, ownership and bank performance in the MENA region: Evidence for Islamic and conventional banks. Emerging Markets Review, 47, 100789. https://doi.org/10.1016/j.ememar.2020.100789
DOI: https://doi.org/10.1016/j.ememar.2020.100789Mateev, M., Moudud-Ul-Huq, S., & Sahyouni, A. (2022). Regulation, banking competition and risk-taking behavior in the MENA region: Policy implications for Islamic banks. Journal of Islamic Accounting and Business Research, 13(2), 297–337. https://doi.org/10.1108/JIABR-01-2021-0009
DOI: https://doi.org/10.1108/JIABR-01-2021-0009Mateev, M., Tariq, M. U., & Sahyouni, A. (2021). Competition, capital growth and risk-taking in emerging markets: Policy implications for banking sector stability during COVID-19 pandemic. PLOS ONE, 16(6), e0253803. https://doi.org/10.1371/journal.pone.0253803
DOI: https://doi.org/10.1371/journal.pone.0253803Miah, M. D., & Uddin, H. (2017). Efficiency and stability: A comparative study between islamic and conventional banks in GCC countries. Future Business Journal, 3(2), 172–185. https://doi.org/10.1016/j.fbj.2017.11.001
DOI: https://doi.org/10.1016/j.fbj.2017.11.001Minarni, Abidin, M., & Ekowati, V. M. (2023). The influence of financial performance on profitability of sharia commercial banks in Indonesia using the CAMEL method. Journal of Islamic Economics Lariba, 9(2), 329–352. https://doi.org/10.20885/jielariba.vol9.iss2.art4
DOI: https://doi.org/10.20885/jielariba.vol9.iss2.art4Modigliani, F., & Miller, M. H. (1958). The cost of capital, corporation finance and the theory of investment. The American Economic Review, 48(3), 261–297. https://www.jstor.org/stable/1809766
Modigliani, F., & Miller, M. H. (1963). Corporate income taxes and the cost of capital: A correction. The American Economic Review, 53(3), 433–443. https://www.jstor.org/stable/1809167
Mollah, S., Hassan, M. K., Al Farooque, O., & Mobarek, A. (2017). The governance, risk-taking, and performance of Islamic banks. Journal of Financial Services Research, 51(2), 195–219. https://doi.org/10.1007/s10693-016-0245-2
DOI: https://doi.org/10.1007/s10693-016-0245-2Mooney, D. F., Hoag, D. L. K., Rasul, Z. I., & Gao, S. (2022). More risk, more money: When are payments for water savings from limited irrigation profitable for farmers? Water Resources and Economics, 40, 100212. https://doi.org/10.1016/j.wre.2022.100212
DOI: https://doi.org/10.1016/j.wre.2022.100212Moudud-Ul-Huq, S. (2019). Banks’ capital buffers, risk, and efficiency in emerging economies: Are they counter-cyclical? Eurasian Economic Review, 9(4), 467–492. https://doi.org/10.1007/s40822-018-0121-5
DOI: https://doi.org/10.1007/s40822-018-0121-5Moudud-Ul-Huq, S. (2021). Does bank competition matter for performance and risk-taking? Empirical evidence from BRICS countries. International Journal of Emerging Markets, 16(3), 409–447. https://doi.org/10.1108/IJOEM-03-2019-0197
DOI: https://doi.org/10.1108/IJOEM-03-2019-0197Moudud-Ul-Huq, S., Zheng, C., & Gupta, A. D. (2018). Does bank corporate governance matter for bank performance and risk-taking? New insights of an emerging economy. Asian Economic and Financial Review, 8(2), 205–230. https://doi.org/10.18488/journal.aefr.2018.82.205.230
DOI: https://doi.org/10.18488/journal.aefr.2018.82.205.230Mutarindwa, S., Schaefer, D., & Stephan, A. (2020). Legal history, institutions and banking system development in Africa (No. GLO Discussion Paper Series 444). Global Labor Organization (GLO). https://www.ssrn.com/abstract=3544721
DOI: https://doi.org/10.2139/ssrn.3544721Myers, S. C., & Majluf, N. S. (1984). Corporate financing and investment decisions when firms have information that investors do not have. Journal of Financial Economics, 13(2), 187–221. https://doi.org/10.1016/0304-405X(84)90023-0
DOI: https://doi.org/10.1016/0304-405X(84)90023-0Nair, A. R., & Anand, B. (2020). Monetary policy and financial stability: Should central bank lean against the wind? Central Bank Review, 20(3), 133–142. https://doi.org/10.1016/j.cbrev.2020.03.006
DOI: https://doi.org/10.1016/j.cbrev.2020.03.006Nasrulloh, N. (2021). Sharia banking financing model in enhancing the halal certification of micro, small, medium enterprise industry. El Dinar, 9(1), 19–32. https://doi.org/10.18860/ed.v9i1.9481
DOI: https://doi.org/10.18860/ed.v9i1.9481Nisa’, K., Andriansyah, Y., & Hasan, B. B. (2023). Determinants of profitability in Indonesian Islamic banks: Financial and macroeconomic insights. Journal of Islamic Economics Lariba, 9(2), 567–590. https://doi.org/10.20885/jielariba.vol9.iss2.art14
DOI: https://doi.org/10.20885/jielariba.vol9.iss2.art14Octrina, F., & Setiawati, R. (2019). Competitiveness of Indonesian banking industry based on commercial bank business group: Panzar Rosse Model. Jurnal Perspektif Pembiayaan Dan Pembangunan Daerah, 7(1), 37–48. https://doi.org/10.22437/ppd.v7i1.7475
DOI: https://doi.org/10.22437/ppd.v7i1.7475Oluseyi-sowunmi, S. O., Owolabi, A. A., Iyoha, F. O., & Uwuigbe, O. R. (2019). Corporate ethical standard and the quality of sustainability reporting: Empirical evidence from commercial banks in nigeria. IOP Conference Series: Earth and Environmental Science, 331(1), 012067. https://doi.org/10.1088/1755-1315/331/1/012067
DOI: https://doi.org/10.1088/1755-1315/331/1/012067Ozili, P. K. (2018). Banking stability determinants in Africa. International Journal of Managerial Finance, 14(4), 462–483. https://doi.org/10.1108/IJMF-01-2018-0007
DOI: https://doi.org/10.1108/IJMF-01-2018-0007Padoa-Schioppa, T. (2002). Central banks and financial stability: Exploring a land in between. Second ECB Central Banking Conference, “The transformation of the European financial system”, 24 and 25 October 2002, Frankfurt am Main. https://www.ecb.europa.eu/events/pdf/conferences/tps.pdf
Pak, O. (2019). The impact of state ownership and business models on bank stability: Empirical evidence from the Eurasian Economic Union. The Quarterly Review of Economics and Finance, 71, 161–175. https://doi.org/10.1016/j.qref.2018.07.008
DOI: https://doi.org/10.1016/j.qref.2018.07.008Pasiouras, F., & Kosmidou, K. (2007). Factors influencing the profitability of domestic and foreign commercial banks in the European Union. Research in International Business and Finance, 21(2), 222–237. https://doi.org/10.1016/j.ribaf.2006.03.007
DOI: https://doi.org/10.1016/j.ribaf.2006.03.007Pessarossi, P., Thevenon, J.-L., & Weill, L. (2020). Does high profitability improve stability for European banks? Research in International Business and Finance, 53, 101220. https://doi.org/10.1016/j.ribaf.2020.101220
DOI: https://doi.org/10.1016/j.ribaf.2020.101220Phan, H. T., Anwar, S., Alexander, W. R. J., & Phan, H. T. M. (2019). Competition, efficiency and stability: An empirical study of East Asian commercial banks. The North American Journal of Economics and Finance, 50, 100990. https://doi.org/10.1016/j.najef.2019.100990
DOI: https://doi.org/10.1016/j.najef.2019.100990Phuong, N. T., Lan, N. H., & Yen, N. T. H. (2024, December 1). The impact of banking competition on financial inclusion in Vietnam. Proceedings “The 12th International Conference on Emerging Challenges: SUSTAINABLE STRATEGIES IN THE DATA-DRIVEN ECONOMY”. November 1st – 2 Nd, 2024 Thanh Hoa, Vietnam. The 12th International Conference on Emerging Challenges: SUSTAINABLE STRATEGIES IN THE DATA-DRIVEN ECONOMY, Thanh Hoa, Vietnam. https://doi.org/10.15625/vap.2025.0045
DOI: https://doi.org/10.15625/vap.2025.0045Pruteanu-Podpiera, A., Weill, L., & Schobert, F. (2008). Banking competition and efficiency: A micro-data analysis on the Czech banking industry. Comparative Economic Studies, 50(2), 253–273. https://doi.org/10.1057/palgrave.ces.8100248
DOI: https://doi.org/10.1057/palgrave.ces.8100248Pyo, S., & Choi, S. O. (2025). Regional innovation and economic growth: Empirical insights from FGLS, FE-DKSE, and XGBoost-SHAP approach. Journal of Open Innovation: Technology, Market, and Complexity, 11(2), 100524. https://doi.org/10.1016/j.joitmc.2025.100524
DOI: https://doi.org/10.1016/j.joitmc.2025.100524Rakshit, B., & Bardhan, S. (2022). Does bank efficiency enhance bank performance? Empirical evidence from Indian banking. Buletin Ekonomi Moneter Dan Perbankan, 25, 103–124. https://doi.org/10.21098/bemp.v25i0.1844
DOI: https://doi.org/10.21098/bemp.v25i0.1844Ray, S. C., & Das, A. (2010). Distribution of cost and profit efficiency: Evidence from Indian banking. European Journal of Operational Research, 201(1), 297–307. https://doi.org/10.1016/j.ejor.2009.02.030
DOI: https://doi.org/10.1016/j.ejor.2009.02.030Risman, A., Mulyana, B., Silvatika, B. A., & Sulaeman, A. S. (2021). The effect of digital finance on financial stability. Management Science Letters, 11, 1979–1984. https://doi.org/10.5267/j.msl.2021.3.012
DOI: https://doi.org/10.5267/j.msl.2021.3.012Rjoub, H., Türsoy, T., & Günsel, N. (2009). The effects of macroeconomic factors on stock returns: Istanbul Stock Market. Studies in Economics and Finance, 26(1), 36–45. https://doi.org/10.1108/10867370910946315
DOI: https://doi.org/10.1108/10867370910946315Rutberg, S., & Bouikidis, C. D. (2018). Focusing on the fundamentals: A simplistic differentiation between qualitative and quantitative research. Nephrology Nursing Journal: Journal of the American Nephrology Nurses’ Association, 45(2), 209–212.
Safiullah, M., & Paramati, S. R. (2024). The impact of FinTech firms on bank financial stability. Electronic Commerce Research, 24(1), 453–475. https://doi.org/10.1007/s10660-022-09595-z
DOI: https://doi.org/10.1007/s10660-022-09595-zSaif-Alyousfi, A. Y. H., Saha, A., & Md-Rus, R. (2020). The impact of bank competition and concentration on bank risk-taking behavior and stability: Evidence from GCC countries. The North American Journal of Economics and Finance, 51, 100867. https://doi.org/10.1016/j.najef.2018.10.015
DOI: https://doi.org/10.1016/j.najef.2018.10.015Schaeck, K., & Cihák, M. (2014). Competition, efficiency, and stability in banking. Financial Management, 43(1), 215–241. https://doi.org/10.1111/fima.12010
DOI: https://doi.org/10.1111/fima.12010Schinasi, G. J. (2004). Defining financial stability. IMF Working Papers, 4(187), 1–18. https://doi.org/10.5089/9781451859546.001
DOI: https://doi.org/10.5089/9781451859546.001Scott, S. V., Van Reenen, J., & Zachariadis, M. (2017). The long-term effect of digital innovation on bank performance: An empirical study of SWIFT adoption in financial services. Research Policy, 46(5), 984–1004. https://doi.org/10.1016/j.respol.2017.03.010
DOI: https://doi.org/10.1016/j.respol.2017.03.010Senthilnathan, S. (2019). Usefulness of correlation analysis. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3416918
DOI: https://doi.org/10.2139/ssrn.3416918Shaffer, S., & Spierdijk, L. (2020). Measuring multi-product banks’ market power using the Lerner index. Journal of Banking & Finance, 117, 105859. https://doi.org/10.1016/j.jbankfin.2020.105859
DOI: https://doi.org/10.1016/j.jbankfin.2020.105859Shahriar, A., Mehzabin, S., & Azad, M. A. K. (2023). Diversification and bank stability in the MENA region. Social Sciences & Humanities Open, 8(1), 100520. https://doi.org/10.1016/j.ssaho.2023.100520
DOI: https://doi.org/10.1016/j.ssaho.2023.100520Shaikh, I. M., Qureshi, M. A., Noordin, K., Shaikh, J. M., Khan, A., & Shahbaz, M. S. (2020). Acceptance of Islamic financial technology (FinTech) banking services by Malaysian users: An extension of technology acceptance model. Foresight, 22(3), 367–383. https://doi.org/10.1108/FS-12-2019-0105
DOI: https://doi.org/10.1108/FS-12-2019-0105Shim, J. (2019). Loan portfolio diversification, market structure and bank stability. Journal of Banking & Finance, 104, 103–115. https://doi.org/10.1016/j.jbankfin.2019.04.006
DOI: https://doi.org/10.1016/j.jbankfin.2019.04.006Subhani, G., & Zeb, S. (2022). Internal corporate governance and bank risk taking behavior: Evidence from developed and emerging economies. Business Review, 16(2), 21–43. https://doi.org/10.54784/1990-6587.1405
DOI: https://doi.org/10.54784/1990-6587.1405Susan, E. B., Matilda, A. B., & Natu, M. M. (2024). Examining the nexus between governance and financial inclusion in the Nordic-Baltic region: Bank stability as a moderator. Heliyon, 10(14), e34227. https://doi.org/10.1016/j.heliyon.2024.e34227
DOI: https://doi.org/10.1016/j.heliyon.2024.e34227Tan, Y. (2016). The impacts of risk and competition on bank profitability in China. Journal of International Financial Markets, Institutions and Money, 40, 85–110. https://doi.org/10.1016/j.intfin.2015.09.003
DOI: https://doi.org/10.1016/j.intfin.2015.09.003Tan, Y., Floros, C., & Anchor, J. (2017). The profitability of Chinese banks: Impacts of risk, competition and efficiency. Review of Accounting and Finance, 16(1), 86–105. https://doi.org/10.1108/RAF-05-2015-0072
DOI: https://doi.org/10.1108/RAF-05-2015-0072Tan, Y., Lau, M. C. K., & Gozgor, G. (2021). Competition and profitability: Impacts on stability in Chinese banking. International Journal of the Economics of Business, 28(2), 197–220. https://doi.org/10.1080/13571516.2020.1724009
DOI: https://doi.org/10.1080/13571516.2020.1724009Thoha, M., Nugraha, H. S., Suryoko, S., Nadhifah, T., & Rhosyida, N. (2022). The influence of good corporate governance on financial stability. KnE Social Sciences, The 3rd International Conference on Governance, Public Administration, and Social Science (ICoGPASS), 337–353. https://doi.org/10.18502/kss.v7i9.10949
DOI: https://doi.org/10.18502/kss.v7i9.10949Tsomocos, D. P., Bhattacharya, S., Goodhart, C. A. E., & Sunirand, P. (2007). Banks, relative performance, and sequential contagion. Economic Theory, 32(2), 381–398. https://doi.org/10.1007/s00199-006-0190-7
DOI: https://doi.org/10.1007/s00199-006-0190-7Uddin, M. H., Mollah, S., & Ali, M. H. (2020). Does cyber tech spending matter for bank stability? International Review of Financial Analysis, 72, 101587. https://doi.org/10.1016/j.irfa.2020.101587
DOI: https://doi.org/10.1016/j.irfa.2020.101587Utomo, S. B., Sekaryuni, R., Widarjono, A., Tohirin, A., & Sudarsono, H. (2021). Promoting Islamic financial ecosystem to improve halal industry performance in Indonesia: A demand and supply analysis. Journal of Islamic Marketing, 12(5), 992–1011. https://doi.org/10.1108/JIMA-12-2019-0259
DOI: https://doi.org/10.1108/JIMA-12-2019-0259Vuong, G. T. H., Nguyen, Y. D. H., Nguyen, M. H., & Wong, W.-K. (2024). Assessing the impact of macroeconomic uncertainties on bank stability: Insights from ASEAN-8 countries. Heliyon, 10(11), e31711. https://doi.org/10.1016/j.heliyon.2024.e31711
DOI: https://doi.org/10.1016/j.heliyon.2024.e31711Wheelock, D. C., & Wilson, P. W. (1995). Explaining bank failures: Deposit insurance, regulation, and efficiency. The Review of Economics and Statistics, 77(4), 689–700. https://doi.org/10.2307/2109816
DOI: https://doi.org/10.2307/2109816Wirdiyanti, R. (2018). Digital banking technology adoption and bank efficiency: The Indonesian case. Otoritas Jasa Keuangan. https://scholar.google.com/scholar?cluster=11454448654372955206&hl=en&oi=scholarr
Yuniarti, S., Chandrarin, G., & Subiyantoro, E. (2018). The direct and indirect impacts of good corporate governance on banking stability: An empirical study in Indonesia. International Journal of Business and Society, 19(S4), 517–534. https://www.ijbs.unimas.my/volume-11-20/volume-19-s4-2018/526-the-direct-and-indirect-impacts-of-good-corporate-governance-on-banking-stability-an-empirical-study-in-indonesia
Zaghdoudi, K. (2019). The effects of risks on the stability of Tunisian conventional banks. Asian Economic and Financial Review, 9(3), 389–401. https://doi.org/10.18488/journal.aefr.2019.93.389.401
DOI: https://doi.org/10.18488/journal.aefr.2019.93.389.401Zheng, C., Moudud-Ul-Huq, S., Rahman, M. M., & Ashraf, B. N. (2017). Does the ownership structure matter for banks’ capital regulation and risk-taking behavior? Empirical evidence from a developing country. Research in International Business and Finance, 42, 404–421. https://doi.org/10.1016/j.ribaf.2017.07.035
DOI: https://doi.org/10.1016/j.ribaf.2017.07.035