MARKET POWER, BANK-SPECIFIC FACTORS, AND MACROECONOMIC EFFECTS ON BANKING PROFITABILITY IN INDONESIA: BEFORE AND AFTER THE COVID-19 PANDEMIC

Hayet Hayet; Syafiq Mahmadah Hanafi; Mukhammad Yazid Afandi

doi:10.26418/jebik.v13i1.72197

MARKET POWER, BANK-SPECIFIC FACTORS, AND MACROECONOMIC EFFECTS ON BANKING PROFITABILITY IN INDONESIA: BEFORE AND AFTER THE COVID-19 PANDEMIC

Hayet Hayet, Syafiq Mahmadah Hanafi, Mukhammad Yazid Afandi

Abstract

This paper examines the impact of market power, bank-specific factors, and macroeconomic changes on profitability in conventional and Islamic banking in Indonesia before and after the COVID-19 pandemic. The data was collected quarterly from 6 conventional banks and 6 Islamic banks during the period from the second quarter of 2014 to 2023, and analyzed using a panel data regression model approach. The dependent variable is bank profitability, measured using the return on asset proxy (ROA) and net interest margin (NIM) / net operating margin (NOM); while the independent variables are concentration ratio (CR), third-party funding (TPF), capital adequacy ratio (CAR), non-performing loan (NPL), operating expenses to operating income (BOPO ratio), gross domestic product (GDP), inflation, exchange rate, and dummy variables. The findings demonstrate that the COVID-19 pandemic has had a detrimental impact on both types of banking, with Islamic banking experiencing a more significant impact than the conventional banking. Furthermore, the TPF, BOPO ratio, exchange rate, and inflation have a comparable impact on the profitability in both types of banking. Similarly, the market power, NPL, CAR, and GDP have distinct impact on the two types of banking, demonstrating disparities in operational features and industry competitiveness levels.

JEL: L16, E32, G21.

Keywords

profitability; market power; bank-specific factors; macroeconomic; COVID-19 pandemic

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References

Abusharbeh, M. T. (2014). Credit Risks and Profitability of Islamic Banks: Evidence from Indonesia. World Review of Business Research Issue. 4(3), 136–147.

Addi, A., & Bouoiyour, J. (2023). Interconnectedness and Extreme Risk: Evidence from Dual Banking Systems. Economic Modelling, 120, 106150. https://doi.org/10.1016/j.econmod.2022.106150

Adhikara, M. A., Jumono, S., & Mala, C. M. F. (2016). Profit Structure of Indonesian Banking Industry (An Empirical Study based on Du Pont Model). Journal of Emerging Issues in Economics, Finance and Banking (JEIEFB), January 2016, 1947–1968.

Adnan, N. D. A. B., Lau, W.-T., & Law, S.-H. (2021). Bank Profitability Determinants: Firm-Level Observations in the ASEAN-5 Markets. Research in World Economy, 12(3), 77. https://doi.org/10.5430/rwe.v12n3p77

Al Arif, M. N. R. (2017). Spin-Off and Market Share in the Indonesian Islamic Banking Industry: A Difference in Difference Analysis. Management and Marketing, 12(4), 540–551. https://doi.org/10.1515/mmcks-2017-0032

Al Arif, M. N. R., & Awwaliyah, T. B. (2019). Market Share, Concentration Ratio and Profitability: Evidence from Indonesian Islamic Banking Industry. Journal of Central Banking Theory and Practice, 8(2), 189–201. https://doi.org/10.2478/jcbtp-2019-0020

Al-Harbi, A. (2019). The Determinants of Conventional Banks Profitability in Developing and Underdeveloped OIC Countries. Journal of Economics, Finance and Administrative Science, 24(47), 4–28. https://doi.org/10.1108/JEFAS-05-2018-0043

Al-Homaidi, E. A., Tabash, M. I., Farhan, N. H. S., & Almaqtari, F. A. (2018). Bank-Specific and Macro-Economic Determinants of Profitability of Indian Commercial Banks: A Panel Data Approach. Cogent Economics and Finance, 6(1), 1–26. https://doi.org/10.1080/23322039.2018.1548072

Almunawwaroh, M., & Marliana, R. (2018). Pengaruh CAR, NPF dan FDR terhadap Profitabilitas Bank Syariah di Indonesia. Amwaluna: Jurnal Ekonomi dan Keuangan Syariah, 2(1), 1–17. https://doi.org/10.29313/amwaluna.v2i1.3156

Anggari, N. L. S., & Dana, I. M. (2020). The Effect of Capital Adequacy Ratio, Third Party Funds, Loan to Deposit Ratio, Bank Size on Profitability in Banking Companies on IDX. American Journal of Humanities and Social Sciences Research, 4(12), 334–338.

Ayadi, I., & Ellouze, A. (2013). Market Structure and Performance of Tunisian Banks. International Journal of Economics and Financial Issues, 3(2), 345–354.

Baltagi, B. H., Song, S. H., & Koh, W. (2003). Testing Panel Data Regression Models with Spatial Error Correlation. Journal of Econometrics, 117(1), 123–150. https://doi.org/10.1016/S0304-4076(03)00120-9

Banker, R. D., Chang, H., & Lee. S. Y. (2010). Differential Impact of Korean Banking System Reforms on Bank Productivity. Journal of Banking & Finance, 34(7), 1450–1460.

Barth, J. R., Lin, C., Ma, Y., Seade, J., & Song, F. M. (2013). Do Bank Regulation, Supervision and Monitoring Enhance or Impede Bank Efficiency? Journal of Banking and Finance, 37(8), 2879–2892. https://doi.org/10.1016/j.jbankfin.2013.04.030

Berger, A. (1995). The Profit-Structure Relationship in Banking--Tests of Market-Power and Efficient-Structure Hypotheses. Journal of Money, Credit and Banking, 27(2), 404–431.

Berger, A. N., & Hannan, T. H. (1989). The Price-Concentration Relationship in Banking. The Review of Economics and Statistics, 71(2), 291–299. https://doi.org/10.2307/1926975

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

Bitar, M., Pukthuanthong, K., & Walker, T. (2018). The Effect of Capital Ratios on the Risk, Efficiency and Profitability of Banks: Evidence from OECD Countries. Journal of International Financial Markets, Institutions and Money, 53, 227–262. https://doi.org/10.1016/j.intfin.2017.12.002

Boyd, J. H., & Champ, B. (2006). Inflation, Banking, and Economic Growth. Economic Commentary, 1–4.

Chan, S. G., Koh, E. H. Y., Zainir, F., & Yong, C. C. (2015). Market Structure, Institutional Framework and Bank Efficiency in ASEAN 5. Journal of Economics and Business, 82, 84–112. https://doi.org/10.1016/j.jeconbus.2015.07.002

Christaria, F., & Kurnia, R. (2016). The Impact of Financial Ratios, Operational Efficiency and Non-Performing Loan Towards Commercial Bank Profitability. GATR Accounting and Finance Review, 1(1), 43–50. https://doi.org/10.35609/afr.2016.1.1(6)

Davis, E. P., Karim, D., & Noel, D. (2022). The Effects of Macroprudential Policy on Banks’ Profitability. International Review of Financial Analysis, 80(September 2021), 101989. https://doi.org/10.1016/j.irfa.2021.101989

El-Kassem, R. C. (2017). Determinants of Banks’ Profitability: Panel Data from Qatar. Open Journal of Accounting, 06(04), 103–111. https://doi.org/10.4236/ojacct.2017.64009

Farkasdi, S., Septiawan, B., & Alghifari, E. S. (2021). Determinants of Commercial Banks Profitability: Evidence from Germany. Jurnal Riset Akuntansi Kontemporer, 13(2), 82–88. https://doi.org/10.23969/jrak.v13i2.4500

Firmansyah, I. (2015). Determinant of Non Performing Loan: The Case of Islamic Bank in Indonesia. Buletin Ekonomi Moneter dan Perbankan, 17(2), 241–258. https://doi.org/10.21098/bemp.v17i2.51

Fuadi, F., Hasibuan, A. F. H., Saparuddin, S., & Sugianto, S. (2022). The Effect of Inflation, BI Rate and Exchange on Profitability in Sharia Banking in Indonesia Period of 2009-2019. International Journal of Educational Review, Law And Social Sciences (IJERLAS), 2(1), 1–8. https://doi.org/10.54443/ijerlas.v2i1.127

Ghouse, G., Ejaz, N., Bhatti, M. I., & Aslam, A. (2023). Performance of Islamic vs Conventional Banks in OIC Countries: Resilience and Recovery during Covid-19. Borsa Istanbul Review. https://doi.org/10.1016/j.bir.2022.11.020

González, L. O., Razia, A., Búa, M. V., & Sestayo, R. L. (2019). Market Structure, Performance, and Efficiency: Evidence from the MENA Banking Sector. International Review of Economics & Finance, 64, 84–101. https://doi.org/10.1016/j.iref.2019.05.013

Gulati, R., Charles, V., Hassan, M. K., & Kumar, S. (2023). COVID-19 Crisis and the Efficiency of Indian Banks: Have They Weathered the Storm? Socio-Economic Planning Sciences, 88(June), 101661. https://doi.org/10.1016/j.seps.2023.101661

Hasanov, F. J., Bayramli, N., & Al-Musehel, N. (2018). Bank-Specific and Macroeconomic Determinants of Bank Profitability: Evidence from an Oil-Dependent Economy. International Journal of Financial Studies, 6(3). https://doi.org/10.3390/ijfs6030078

Hassan, T., Mohamad, S., & Bader, M. K. I. (2009). Efficiency of Conventional Versus Islamic Banks: Evidence from the Middle East. International Journal of Islamic and Middle Eastern Finance and Management, 2(1), 46–65. https://doi.org/10.1108/17538390910946267

Hermuningsih, S., Sari, P. P., & Rahmawati, A. D. (2020). The Influence of Third-Party Funds, Non-Performing Loans (NPL) on Credit Distribution With Profitability as Intervening Variable in Commercial Banks. International Journal of Economics, Business and Accounting Research (IJEBAR), 4(02), 40–50. https://doi.org/10.29040/ijebar.v4i02.988

Hidayat, I., Alwahidin, & Aspiani, T. (2020). The Effect of Inflation, Interest Rate, and Gross Domestic Products on the Profitability of Sharia Banking in Indonesia (Sharia Banking Financial Reports 2014-2018). Journal Industrial Engineering & Management Research (Jiemar), 1(4), 59–66.

Hossain, M. S., & Ahamed, F. (2015). Determinants of Bank Profitability: a Study on the Banking Sector of Bangladesh. Journal of Finance and Banking, 13(1), 43–57.

Islam, S., & Rana, M. S. (2019). Determinants of Bank Profitability: Evidence from Commercial Banks of Bangladesh. Journal of Asian Business Strategy, 9(2), 174–183. https://doi.org/10.18488/journal.1006.2019.92.174.183

Ismail, F., Majid, M. S. A., & Rahim, R. A. (2013). Efficiency of Islamic and Conventional Banks in Malaysia. Journal of Financial Reporting and Accounting, 11(1), 92–107. https://doi.org/10.1108/JFRA-03-2013-0011

Jeon, Y., & Miller, S. (2005). Bank Performance : Market Power or Efficient Structure ? Working Paper 2005-23, 7(June), 1–26.

Johan, S. (2021). Determinants of Banking Industry Profitability: an Empirical Research of Indonesia Financial Institutions. EKUITAS (Jurnal Ekonomi dan Keuangan), 5(2), 244–262. https://doi.org/10.24034/j25485024.y2021.v5.i2.4666

Jumono, S., Abdurrahman, & Mala, C. M. F. (2017). Market Concentration Index and Performance: Evidence from Indonesian Banking Industry. International Journal of Economics and Financial Issues, 7(2), 249–258.

Jumono, S., Sugiyanto, & Mala, C. M. F. (2019). Determinants of Profitability in Banking Industry: A Case Study of Indonesia. International Journal of English Language and Literature Studies, 9(1), 91–108. https://doi.org/10.18488/journal.aefr.2019.91.91.108

Khan, H. H., & Kutan, A. M. (2021). Testing the Structure-Conduct-Performance Relationship for ASEAN: Addressing the Issues in the Panel Mediation. Journal of Asian Economics, 72, 101269. https://doi.org/10.1016/j.asieco.2020.101269

Khattak, M. A., Ali, M., & Khan, N. A. (2022). Competition and Banks’ Financial Performance in Dual Banking: Evidence from Efficiency-Adjusted Market Power. Economic Journal of Emerging Markets, 14(2), 244–258. https://doi.org/10.20885/ejem.vol14.iss2.art8

Kustina, K. T., Dewi, G. A. A. O., Prena, G. Das, & Suryasa, W. (2019). Branchless Banking, Third-Party Funds, and Profitability Evidence Reference to Banking Sector in Indonesia. Journal of Advanced Research in Dynamical and Control Systems, 11(2), 290–299.

Le, T. D., & Ngo, T. (2020). The Determinants of Bank Profitability: A Cross-Country Analysis. Central Bank Review, 20(2), 65–73. https://doi.org/10.1016/j.cbrev.2020.04.001

Lee, C. C. (2023). Analysis of the Operating Performance of Information Service Companies based on Indicators of Financial Statements. Asia Pacific Management Review, xxxx. https://doi.org/10.1016/j.apmrv.2023.01.002

Li, 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(December 2020), 101957. https://doi.org/10.1016/j.frl.2021.101957

Maghfuriyah, A., Azam, S. M. F., & Shukri, S. (2019). Market Structure and Islamic Banking Performance in Indonesia: An Error Correction Model. Management Science Letters, 9(9), 1407–1418. https://doi.org/10.5267/j.msl.2019.5.010

Majid, A., Abdul, M. Z., & Sulfian, F. (2007). Market Structure and Competition in Emerging Market : Evidence from Malaysian Islamic Banking Industry. 1–23.

Mala, C. M. F., Hosen, M. N., & Al Arif, M. N. R. (2023). An Analysis of Market Power and Efficiency of Islamic Banking in Indonesia and Malaysia. Jurnal Ekonomi & Keuangan Islam, 9(1 SE-Articles), 1–16. https://doi.org/10.20885/JEKI.vol9.iss1.art1

Mala, C. M. F., Rodoni, A., & Yaman, B. (2018). Market Power and Efficiency of Islamic Banking and Conventional Banking in Indonesia. Global Review of Islamic Economics and Business, 6(2), 131. https://doi.org/10.14421/grieb.2018.062-05

Malini, H., & Putri, A. N. (2020). Competitiveness and Market Concentration of Islamic Banking Industry: A Comparison Study between Indonesia and Malaysia. Sriwijaya International Journal of Dynamic Economics and Business, 4(3), 175. https://doi.org/10.29259/sijdeb.v4i3.175-190

Mankiw, N. G., Romer, D., & Weil, David N. (1992). A Contribution to the Empirics of Economic Growt. The Quarterly Journal of Economics, 107(2), 407-437. https://doi.org/10.4324/9781315064079-8

Mobarek, A., & Kalonov, A. (2014). Comparative Performance Analysis between Conventional and Islamic Banks: Empirical Evidence from OIC Countries. Applied Economics, 46(3), 253–270. https://doi.org/10.1080/00036846.2013.839863

Mohamadi, T., Shakeri, A., Eskandari, F., & Karimi, D. (2016). The Effect of Exchange Rate Volatility on Non-Performing Loans in the Banking System of Iran. The Journal of Planning and Budgeting, 21(2), 3–24.

Nie, C. L. K., Yow, C. L., & Wei, C. O. (2021). Life Disrupted and Regenerated: Coping with the ‘New Normal’ Creative Arts in the Time of Coronavirus. International Journal of Business and Society, 22(2), 788–806. https://doi.org/10.33736/ijbs.3759.2021

O’Connell, M. (2023). Bank-Specific, Industry-Specific and Macroeconomic Determinants of Bank Profitability: Evidence from the UK. Studies in Economics and Finance, 40(1), 155–174. https://doi.org/10.1108/SEF-10-2021-0413

Petria, N., Capraru, B., & Ihnatov, I. (2015). Determinants of Banks’ Profitability: Evidence from EU 27 Banking Systems. Procedia Economics and Finance, 20(15), 518–524. https://doi.org/10.1016/s2212-5671(15)00104-5

Potti, A. M., & Pillai, M. C. G. (2022). Workforce Anxiety Due To Covid-19 Pandemic: the Mediation Effect of Personal Finance Among Private Labor Force in Kerala. International Journal of Business and Society, 23(3), 1570–1587. https://doi.org/10.33736/ijbs.5182.2022

Purbaningsih, Rr. Y. P., & Fatimah, N. (2018). The Effect of Liquidity Risk and Non Performing Financing (NPF) Ratio To Commercial Sharia Bank Profitability in Indonesia. International Journal of Business, Economics and Law, 16(1), 59–63.

Purwasih, H., & Wibowo, W. (2021). The Determinants Factors of Profitability Islamic Bank in Indonesia. Jurnal Muara Ilmu Ekonomi Dan Bisnis, 5(1), 89. https://doi.org/10.24912/jmieb.v5i1.10023

Rahman, H. U., Yousaf, M. W., & Tabassum, N. (2020). Bank-Specific and Macroeconomic Determinants of Profitability: A Revisit of Pakistani Banking Sector under Dynamic Panel Data Approach. International Journal of Financial Studies, 8(3), 1–19. https://doi.org/10.3390/ijfs8030042

Ramlall., I. (2009). Bank-Specific; Industry-Specific and Macroeconomic Determinants of Profitability in Taiwanese Banking System: Under Panel Data Estimation. International Research Journal of Finance and Economics, 34(2), 1450-2887.

Ramlall, I. (2022). Does Geographical Proximity Matter in Determining the Profitability of Banks? Journal of Policy Modeling, 44(6), 1251–1279. https://doi.org/10.1016/j.jpolmod.2022.07.003

Rani, D. M. S., & Zergaw, L. N. (2017). Bank Specific , Industry Specific and Macroeconomic Determinants of Bank Profitability in Ethiopia. International Journal of Advanced Research in Management and Social Sciences, 6(3), 74–96.

Said, M., & Ali, H. (2016). An Analysis on the Factors Affecting Profitability Level of Sharia Banking in Indonesia. Banks and Bank Systems, 11(3), 28–36. https://doi.org/10.21511/bbs.11(3).2016.03

Salman, K. R. (2021). The Effect of Non-Performing Financing and Third Party Funds on the Profitability Through Ps/Rs and Pls Financing. International Journal of Islamic Banking and Finance Research, 6(1), 19–31. https://doi.org/10.46281/ijibfr.v6i1.1320

Shabir, M., Jiang, P., Wang, W., & Işık, Ö. (2023). COVID-19 Pandemic Impact on Banking Sector: A Cross-Country Analysis. Journal of Multinational Financial Management, 67(December 2022). https://doi.org/10.1016/j.mulfin.2023.100784

Simoens, M., & Vennet, R. V. (2022). Does Diversification Protect European Banks’ Market Valuations in a Pandemic? Finance Research Letters, 44, 102093. https://doi.org/10.1016/j.frl.2021.102093

Singh, A., & Sharma, A. K. (2016). An Empirical Analysis of Macroeconomic and Bank-Specific Factors Affecting Liquidity of Indian Banks. Future Business Journal, 2(1), 40–53. https://doi.org/10.1016/j.fbj.2016.01.001

Smirlock, M. (1985). Evidence on the (Non) Relationship between Concentration and Profitability in Banking. Journal of Money, Credit and Banking, 17(1), 69–83.

Sondakh, J. J., Tulung, J. E., & Karamoy, H. (2021). The Effect of Third-Party Funds, Credit Risk, Market Risk, and Operational Risk on Profitability in Banking. Journal of Governance and Regulation, 10(2), 179–185. https://doi.org/10.22495/jgrv10i2art15

Suartini, S., Sulistiyo, H., & Indrianti, W. (2018). The Effect of Non Performing Financing, Financing to Deposit Ratio and Operating Expense to Operating Income Ratio (BOPO) to Profitability (Case Study in Bank of Sharia Listed in Indonesia Stock Exchange Period 2014-2016). Economic and Finance Review (AEFR), 3(2), 69–83.

Sufian, F., & Kamarudin, F. (2012). Bank-Specific and Macroeconomic Determinants of Profitability of Bangladesh’s Commercial Banks. Bangladesh Development Studies, 35(4), 1–29.

Susamto, A. A., Octavio, D. Q., Risfandy, T., & Wardani, D. T. K. (2023). Public Ownership and Local Bank Lending at the Time of the Covid-19 Pandemic: Evidence from Indonesia. Pacific-Basin Finance Journal, 80(June), 102072. https://doi.org/10.1016/j.pacfin.2023.102072

Syafrizal, A., Ilham, R. N., Muchtar, D., & Wardhiah. (2023). Effect of Capital Adequacy Ratio, Non Performing Financing, Financing To Deposit Ratio, Operating Expenses and Operational Income on Profitability at Pt. Bank Aceh Syariah. In Journal of Accounting Research, Utility Finance and Digital Assets (Vol. 1, Issue 4, pp. 312–322). https://doi.org/10.54443/jaruda.v1i4.51

Syamlan, Y. T., Wahyuni, S., & Sudiharto, L. (2023). Concentration Level and Market Power of Islamic Bank Industry: Analysis of Pre and Post Bank Syariah Indonesia Merger. Journal of Islamic Economic and Business Research, 3(2), 138–160. https://doi.org/10.18196/jiebr.v3i2.189

Takyi, P. O., Dramani, J. B., Akosah, N. K., & Aawaar, G. (2023). Economic Activities’ Response to the COVID-19 Pandemic in Developing Countries. Scientific African, 20. https://doi.org/10.1016/j.sciaf.2023.e01642

Talpur, A. B. (2023). Market Power and Concentration-Performance Analysis of the Banking Sector: A Comparative Study of Singapore and Pakistan. Social Sciences & Humanities Open, 7(1), 100383. https://doi.org/10.1016/j.ssaho.2022.100383

Tan, Y., & Floros, C. (2012). Bank Profitability and Inflation: The Case of China. Journal of Economic Studies, 39(6), 675–696. https://doi.org/10.1108/01443581211274610

Taylor, D. (2022). Did Diversified and Less Risky Banks Perform Better amid the Pandemic? Economics Letters, 211, 110251. https://doi.org/10.1016/j.econlet.2021.110251

Tisdell, C. A. (2020). Economic, Social and Political Issues Raised by the COVID-19 Pandemic. Economic Analysis and Policy, 68, 17–28. https://doi.org/10.1016/j.eap.2020.08.002

Tran, Viet, D., Bui, D. G., Nguyen, C., & Hoang, H. V. (2023). Bank Liquidity Hoarding during the COVID-19 Pandemic. Finance Research Letters, 55(PB), 104021.

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

Tumewang, Y. K., Isnaini, R. N., & Musta’in, J. L. (2019). The Impact of Macro Economy toward Profitability of Islamic Bank. Asian Journal of Islamic Management (AJIM), 1(2), 101–108. https://doi.org/10.20885/ajim.vol1.iss2.art4

VanHoose, D. (2010). The Industrial Organization of Banking: Bank Behavior, Market Structure, and Regulation. Spinger.

Wasiuzzaman, S., & Tarmizi, A. (2009). Profitability of Islamic Banks in Malaysia : An Empirical Analysis. Journal of Islamic Economics, Banking and Finance, 6, 54–68.

Widarjono, A. (2020). Does the Volatility of Macroeconomic Variables Depress the Profitability of Islamic Banking? Jejak, 13(1), 30–42. https://doi.org/10.15294/jejak.v13i1.19460

Widarjono, A., & Anto, M. B. H. (2020). Does Market Structure Matter for Islamic Rural Banks’ Profitability? Jurnal Keuangan dan Perbankan, 24(4), 393–406. https://doi.org/10.26905/jkdp.v24i4.4810

Ye, Q., Xu, Z., & Fang, D. (2012). Market Structure, Performance, and Efficiency of the Chinese Banking Sector. Economic Change and Restructuring, 45(4), 337–358. https://doi.org/10.1007/s10644-012-9123-6

Yuan, D., Gazi, M. A. I., Harymawan, I., Dhar, B. K., & Hossain, A. I. (2022). Profitability Determining Factors of Banking Sector: Panel Data Analysis of Commercial Banks in South Asian countries. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.1000412

Zuhroh, I., Ismail, M., & Maskie, G. (2015). Cost Efficiency of Islamic Banks in Indonesia – A Stochastic Frontier Analysis. Procedia - Social and Behavioral Sciences, 211, 1122–1131. https://doi.org/10.1016/j.sbspro.2015.11.150

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