Main Article Content
Abstract
Introduction
Small-scale Indonesian banks face intense challenges following the implementation of the ASEAN Economic Community and domestic capital requirements. While profitability is shaped by credit risk, operational efficiency, and capital adequacy, the translation of these internal factors into stock returns remains uncertain. Islamic banks, with their unique risk-sharing principles, offer a distinct context for evaluating this relationship.
Objectives
This study investigates whether credit risk, operational efficiency, capital adequacy, and net interest margins influence stock returns in small Indonesian banks, and whether profitability, measured by return on assets, mediates this relationship within the framework of Islamic banking principles.
Method
The research applies a quantitative panel analysis of 15 listed small-scale Indonesian banks from 2014 to 2022. Financial and market data were drawn from official regulatory and market reports. Feasible generalized least squares with panel-corrected standard errors, alongside trimming and winsorization techniques, were employed to address heteroskedasticity, autocorrelation, and outliers.
Results
The findings demonstrate that credit risk and operational inefficiency reduce profitability, while net interest margins increase it. Capital adequacy shows no significant impact on profitability. However, none of these factors, including profitability itself, significantly explain stock returns, which appear dominated by external drivers such as macroeconomic variables and investor sentiment. Profitability does not mediate the relationship between risk factors and stock performance.
Implications
The results highlight a disconnection between internal performance measures and market outcomes in small Islamic banks. For theory, the study challenges conventional risk-return models by emphasizing institutional and behavioral factors. For practice and policy, the findings underline the need for improved risk management, operational efficiency, transparency, and investor education to strengthen the link between profitability and shareholder value.
Originality/Novelty
This study contributes to the literature by integrating risk-return analysis with the specific context of Islamic banking. It shows how profitability drivers in small banks do not automatically translate into equity market performance, underscoring the importance of governance, Shariah compliance, and investor sentiment in shaping financial sustainability.
Keywords
Article Details
Copyright (c) 2025 Indri Gunawan, Abdul Mukti Soma

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References
Abdeljawad, I., Rashid, M., Alia, M., Qushtom, R., Irshaid, M., & Sahyouni, A. (2024). Cushion hypothesis and credit risk: Islamic versus conventional banks from the MENA region. Plos One, 19(7), e0306901. https://doi.org/10.1371/journal.pone.0306901
DOI: https://doi.org/10.1371/journal.pone.0306901Abdullah, T., & Wahjusaputri, S. (2018). Bank & lembaga keuangan [Banks & financial institutions] (2nd ed.). Mitra Wacana Media.
Abiola, I., & Olausi, A. S. (2014). The impact of credit risk management on the commercial banks performance in Nigeria. International Journal of Management and Sustainability, 3(5), 295–306. https://doi.org/10.18488/journal.11/2014.3.5/11.5.295.306 295–306
DOI: https://doi.org/10.18488/journal.11/2014.3.5/11.5.295.306Agam, D. K. S., & Pranjoto, G. H. (2021). Pengaruh CAR, LDR, BOPO, dan Size terhadap ROA pada sektor perbankan yang terdaftar di BEI 2015-2019 [The effect of CAR, LDR, BOPO, and Size on ROA in the banking sector listed on the IDX 2015-2019]. Jurnal Kajian Ilmu Manajemen, 1(2), 160–167. https://doi.org/10.21107/jkim.v1i2.11597
DOI: https://doi.org/10.21107/jkim.v1i2.11597Ahsan, T. and Qureshi, M. (2021). The impact of Islamic banking model and Islamic financial development on bank performance: Evidence from dual banking economies. International Journal of Islamic and Middle Eastern Finance and Management, 15(3), 602-625. https://doi.org/10.1108/imefm-05-2020-0248
DOI: https://doi.org/10.1108/IMEFM-05-2020-0248
Akçayır, M., Dündar, H., & Akçayır, G. (2016). What makes you a digital native? Is it enough to be born after 1980? Computers in Human Behavior, 60, 435–440. https://doi.org/10.1016/j.chb.2016.02.089
DOI: https://doi.org/10.1016/j.chb.2016.02.089Alamsyah, A., Ayu, S. P., & Rikumahu, B. (2019). Exploring relationship between headline news sentiment and stock return. 2019 7th International Conference on Information and Communication Technology, ICoICT 2019. https://doi.org/10.1109/ICoICT.2019.8835298
DOI: https://doi.org/10.1109/ICoICT.2019.8835298Al-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 & Finance, 6(1). https://doi.org/10.1080/23322039.2018.1548072
DOI: https://doi.org/10.1080/23322039.2018.1548072Almilia, L. S., & Herdinigtyas, W. (2005). Analisis rasio CAMEL terhadap prediksi kondisi bermasalah pada lembaga perbankan periode 2000-2002 [Analysis of CAMEL ratios on the prediction of problematic conditions in banking institutions for the period 2000-2002]. Jurnal Akuntansi & Keuangan, 7(2), 131–147. https://doi.org/10.9744/jak.7.2.pp. 131-147
Anwaar, M. (2016). Impact of firms’ performance on stock returns (Evidence from listed companies of FTSE-100 Index London, UK). Global Journal of Management and Business Research, 16(D1), 43–51. https://journalofbusiness.org/index.php/GJMBR/article/view/1961
Asri, M. H. (2017). Analisis rasio dengan variabel EPS (Earning Per Share), ROA (Return On Assets), ROE (Return On Equity), BOPO (Biaya Operasional Pendapatan Operasional) terhadap harga saham perusahaan perbankan [Ratio analysis with variables EPS (Earning Per Share), ROA (Return On Assets), ROE (Return On Equity), BOPO (Operating Expenses Operating Income) on the stock price of banking companies]. Jurnal Ekonomi Bisnis, 22(3), 275–287. https://ejournal.gunadarma.ac.id/index.php/ekbis/article/view/1760
Athari, S. and Bahreini, M. (2021). The impact of external governance and regulatory settings on the profitability of Islamic banks: Evidence from Arab markets. International Journal of Finance & Economics, 28(2), 2124-2147. https://doi.org/10.1002/ijfe.2529
DOI: https://doi.org/10.1002/ijfe.2529
Ayem, S., & Wahyuni, S. (2017a). Pengaruh loan to deposit ratio, capital adequacy ratio, return on asset dan non performing loan terhadap return saham. Jurnal Akuntansi, 5(1), 71–87. https://doi.org/10.24964/ja.v5i1.258
DOI: https://doi.org/10.24964/ja.v5i1.258Baihaqqy, M. R. I. (2022). Bank dan lembaga keuangan [Banks and financial institutions] (D. R. Rizqian, Ed.). CV Amerta Media.
Barberis, N., Greenwood, R., Jin, L., & Shleifer, A. (2018). Extrapolation and bubbles. Journal of Financial Economics, 129(2), 203-227. https://doi.org/10.1016/j.jfineco.2018.04.007
DOI: https://doi.org/10.1016/j.jfineco.2018.04.007Buchory, H. A. (2021). Analysis of funding strategy, credit performance, and banking profitability (Case study of CIMB-Niaga Bank in Indonesia). Estudios de Economia Aplicada, 39(4). https://doi.org/10.25115/eea.v39i4.4485
DOI: https://doi.org/10.25115/eea.v39i4.4485Budhathoki, P. B., Bhattarai, G., & Dahal, A. K. (2024). The impact of liquidity on common stocks returns: Empirical insights from commercial banks in Nepal. Banks and Bank Systems, 19(1), 148–156. https://doi.org/10.21511/bbs.19(1).2024.13
DOI: https://doi.org/10.21511/bbs.19(1).2024.13Damayanthi, I. G. A. E., Wiagustini, N. L. P., Suartana, I. W., & Rahyuda, H. (2023). Strategies to reduce credit risk and liquidity risk to increase bank profitability. Uncertain Supply Chain Management, 11(4), 1759–1768. https://doi.org/10.5267/j.uscm.2023.6.015
DOI: https://doi.org/10.5267/j.uscm.2023.6.015Devitra, J. (2013). Kinerja keuangan dan efisiensi terhadap return saham perbankan di Bursa Efek Indonesia Periode 2007-2011 [Financial performance and efficiency on banking stock returns on the Indonesia Stock Exchange for the Period 2007-2011]. Jurnal Keuangan dan Perbankan (Journal of Finance and Banking), 15(1), 38–53. https://journal.perbanas.id/index.php/jkp/article/view/181
Dewi, A. R. (2019). Pengaruh LDR, NIM Dan ROA terhadap return saham (Studi kasus pada bank umum yang terdaftar di Bursa Efek Indonesia 2014-2017) [The effect of LDR, NIM and ROA on stock returns (Case study on commercial banks listed on the Indonesia Stock Exchange 2014-2017)]. Jurnal Manajemen & Kewirausahaan, 7(1), 69–77. https://doi.org/10.26905/jmdk.v7i1.2983
DOI: https://doi.org/10.26905/jmdk.v7i1.2983Edo, J. J. R., Soma, A. M., & Sitorus, P. M. (2024). Factors influencing fintech adoption among MSME’s in Bandung West Java Indonesia. JASF – Journal of Accounting and Strategic Finance, 7(2), 283–299. https://doi.org/10.33005/jasf.v7i2.486
DOI: https://doi.org/10.33005/jasf.v7i2.486Ekadjaja, A., & Ekadjaja, M. (2020). Tata kelola perusahaan, risiko keuangan, dan kinerja perbankan di Indonesia. Jurnal Ekonomi, 25(3), 391–412. https://doi.org/10.24912/je.v25i3.687
DOI: https://doi.org/10.24912/je.v25i3.687Faadilah, F., & Shofawati, A. (2023). Islamic stock market reaction to the Russia-Ukrainian war. Jurnal Ilmiah Ekonomi Islam, 9(3), 3569–3571. https://doi.org/10.29040/jiei.v9i3.11310
DOI: https://doi.org/10.29040/jiei.v9i3.11310Fasha, A. M., Soma, A. M., & Sitorus, P. M. (2025). Relationship between peer-to-peer lending model improvement and company reputation: A case study at PT Amartha. Jurnal Ekonomi dan Bisnis, 28(1), 1–20. https://doi.org/10.24914/jeb.v28i1.13137
DOI: https://doi.org/10.24914/jeb.v28i1.13137Fatma, E. R. T. (2020). Pengaruh ROA, ROE, LDR, CAR, dan NPL terhadap harga saham [The effect of ROA, ROE, LDR, CAR, and NPL on stock prices]. Jurnal Mitra Manajemen, 4(12), 1651–1663. http://dx.doi.org/10.52160/ejmm.v4i12.501
DOI: https://doi.org/10.52160/ejmm.v4i12.501Fitriyah, T. (2020). Development of Sharia banking and its contributions for the development of national banking. International Journal of Nusantara Islam, 8(1), 10-18. https://doi.org/10.15575/ijni.v8i1.8532
DOI: https://doi.org/10.15575/ijni.v8i1.8532
Ghozali, I. (2021). Aplikasi analisis multivariate dengan program IBM SPSS 26 [Application of multivariate analysis with the IBM SPSS 26 program] (10th ed.). Badan Penerbit Universitas Diponegoro.
Grassa, R. (2016). Ownership structure, deposits structure, income structure and insolvency risk in GCC Islamic banks. Journal of Islamic Accounting and Business Research, 7(2), 93-111. https://doi.org/10.1108/jiabr-11-2013-0041
DOI: https://doi.org/10.1108/JIABR-11-2013-0041
Harahap, D. A., & Hairunnisah, A. I. (2017). The effect of NPL, LDR, GCG , NIM , ROA , ROE , CAR , BOPO towards the stock price in banking companies listed in Indonesian Stock Exchange of the year 2010-2014. Jurnal Dimensi, 6(1), 22–40. https://doi.org/10.33373/dms.v6i1.522
DOI: https://doi.org/10.33373/dms.v6i1.522Hasan, M., Rabbani, M., Sarker, T., Akter, T., & Hasan, S. (2023). Role of risk disclosure on creditworthiness and driving forces of risk disclosure of banks: Islamic vs conventional banks. International Journal of Islamic and Middle Eastern Finance and Management, 16(5), 892-909. https://doi.org/10.1108/imefm-01-2022-0008
DOI: https://doi.org/10.1108/IMEFM-01-2022-0008Högerle, B., Charifzadeh, M., Ferencz, M., & Костин, К. (2020). The development of working capital management and its impact on profitability and shareholder value: evidence from germany. Strategic Management, 25(2), 27-39. https://doi.org/10.5937/straman2002027h
DOI: https://doi.org/10.5937/StraMan2002027HHutagalung, E. N., Djumahir, & Ratnawati, K. (2013). Analisa rasio keuangan terhadap kinerja bank umum di Indonesia [Analysis of financial ratios on the performance of commercial banks in Indonesia]. Jurnal Aplikasi Manajemen, 11(1), 122–130. https://jurnaljam.ub.ac.id/index.php/jam/article/view/502
Indrawati. (2015). Metode penelitian manajemen dan bisnis: Konvergensi teknologi komunikasi dan informasi [Management and business research methods: The convergence of information and communication technologies]. Refika Aditama.
Iqbal, M. (2015). Regresi data panel (2) tahap analisis [Panel data regression (2) analysis stage]. Perbanas. https://dosen.perbanas.id/regresi-data-panel-2-tahap-analisis/
Iskandar, Y. (2021). Pengaruh net interest margin, return on equity, return on asset, capital adequacy ratio terhadap price book value pada bank umum di Indonesia [Pengaruh net interest margin, return on equity, return on asset, capital adequacy ratio terhadap price book value pada bank umum di Indonesia]. DIALEKTIKA : Jurnal Ekonomi Dan Ilmu Sosial, 6(1), 9-16. https://doi.org/10.36636/dialektika.v6i1.592
DOI: https://doi.org/10.36636/dialektika.v6i1.592Kasmir. (2014). Bank dan lembaga keuangan lainnya [Banks and other financial institutions]. Rajawali Pers.
Kasmir. (2019). Analisis laporan keuangan [Financial statement analysis]. PT Raja Grafindo Persada.
Khalifaturofi’ah, S. O. (2023). Cost efficiency, innovation and financial performance of banks in Indonesia. Journal of Economic and Administrative Sciences, 39(1), 100–116. https://doi.org/10.1108/jeas-07-2020-0124
DOI: https://doi.org/10.1108/JEAS-07-2020-0124Khan, S., Aslan, H., Khan, U., & Bhatti, M. (2022). Are Islamic and conventional banks decoupled? Empirical evidence from Turkey. International Journal of Emerging Markets, 19(10), 3063-3087. https://doi.org/10.1108/ijoem-08-2022-1233
DOI: https://doi.org/10.1108/IJOEM-08-2022-1233
Komba, C., Sobe, P., & Mwakujonga, J. (2024). Effects of interest and exchange rate volatility on stock returns: evidence from the financial sector of tanzania. NG Journal of Social Development, 13(1), 215-225. https://doi.org/10.4314/ngjsd.v13i1.16
DOI: https://doi.org/10.4314/ngjsd.v13i1.16Korbi, F. & Bougatef, K. (2017). Regulatory capital and stability of Islamic and conventional banks. International Journal of Islamic and Middle Eastern Finance and Management, 10(3), 312–330. https://doi.org/10.1108/IMEFM-06-2016-0079
DOI: https://doi.org/10.1108/IMEFM-06-2016-0079Kusairi, S., Sanusi, N. A., & Ismail, A. G. (2015). Impact of deposit insurance on banking industry of ASEAN countries: in quest of stability. Banks and Bank Systems, 10(4), 41–50. https://www.businessperspectives.org/index.php/publishing-policies2/impact-of-deposit-insurance-on-banking-industry-of-asean-countries-in-quest-of-stability
Kusi, B., Agbloyor, E., Fiador, V., & Osei, K. (2016). Does information sharing promote or detract from bank returns: Evidence from Ghana. African Development Review, 28(3), 332-343. https://doi.org/10.1111/1467-8268.12209
DOI: https://doi.org/10.1111/1467-8268.12209
Lamothe, P., Delgado, E., Solano, M. A., & Fernández, S. M. (2024). A global analysis of bank profitability factors. Humanities and Social Sciences Communications, 11, Article Number 124. https://doi.org/10.1057/s41599-023-02545-6
DOI: https://doi.org/10.1057/s41599-023-02545-6LP2M. (2022, October 24). Mengenal financial intermediary – Definisi, peran, dan manfaat [Financial intermediary - Definition, role, and benefits]. LP2M. https://lp2m.uma.ac.id/2022/10/24/mengenal-financial intermediary-definisi-peran-dan-manfaat/
Mala, C., 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), 131-143. https://doi.org/10.14421/grieb.2018.062-05
DOI: https://doi.org/10.1108/JFC-09-2023-0229
Yunan, Z., Alharthi, M., & Jeris, S. (2023). The risk of political instability and the performance of islamic banks: does corruption matter? Journal of Financial Crime, 31(6), 1384-1406. https://doi.org/10.1108/jfc-09-2023-0229
Maleong, L. (2019). Metodologi penelitian kualitatif [Qualitative research methodology]. PT. Remaja Rosda Karya.
Malim, N. and Normalini, M. (2018). Factors influencing the margins of Islamic banks. Global Business Review, 19(4), 1026-1036. https://doi.org/10.1177/0972150918772970
DOI: https://doi.org/10.1177/0972150918772970
Mardin, Haanurat, A. I., & Syafaruddin. (2021). Pengaruh rasio keuangan terhadap kinerja bank umum konvensional periode 2014-2019 [ The effect of financial ratios on the performance of conventional commercial banks for the period 2014-2019]. Competitiveness, 10(1), 59–71. https://doi.org/10.26618/competitiveness.v10i1.5157
Mawardi, W. (2005). Analisis faktor-faktor yang mempengaruhi kinerja keuangan bank umum di Indonesia (Studi kasus pada bank umum dengan total assets kurang dari 1 triliun). Jurnal Bisnis Strategi, 14(1), 83–94. https://doi.org/10.14710/jbs.14.1.83-94
DOI: https://doi.org/10.14710/jbs.14.1.83-94Million, G., Matewos, K., & Sujata, S. (2015). The impact of credit risk on profitability performance of commercial banks in Ethiopia. African Journal of Business Management, 9(2), 59–66. https://doi.org/10.5897/ajbm2013.7171
DOI: https://doi.org/10.5897/AJBM2013.7171Moudud‐Ul‐Huq, S. (2021). Impacts of sharīʿah supervision and corporate social responsibility on banks’ risk-taking behavior and profitability. International Journal of Islamic and Middle Eastern Finance and Management, 15(4), 811-828. https://doi.org/10.1108/imefm-03-2020-0126
DOI: https://doi.org/10.1108/IMEFM-03-2020-0126
Muhamad, N. K. (2015). The effect of CAR, NPL and BOPO on profitability and stock returns in the banking listed on the Indonesia Stock Exchange in 2009-2013. Jurnal EMBA, 3(2), 258–269. https://doi.org/10.35794/emba.3.2.2015.8530
Nugroho, M., Arif, D., & Halik, A. (2021). The effect of financial distress on stock returns, through systematic risk and profitability as mediator variables. Accounting, 7, 1717–1724. https://doi.org/10.5267/j.ac.2021.4.026
DOI: https://doi.org/10.5267/j.ac.2021.4.026Oktary, D., & Pratiwi, R. (2021). An analysis on the effects of NPL, NIM, LDR on profitability level and stock returns in conventional banks listed in the main board of Indonesia Stock Exchange in the period of 2014-2018. Sentralisasi, 10(1), 1-11. https://doi.org/10.33506/sl.v10i1.1087
DOI: https://doi.org/10.33506/sl.v10i1.1087Otero, L., Alaraj, R., & Lado-Sestayo, R. (2019). How corporate governance and ownership affect banks’ risk-taking in the mena countries? European Journal of Management and Business Economics, 29(2), 182-198. https://doi.org/10.1108/ejmbe-01-2019-0010
DOI: https://doi.org/10.1108/EJMBE-01-2019-0010
Otoritas Jasa Keuangan. (2022). Statistik perbankan Indonesia - Desember 2022 [Indonesian banking statistics - December 2022]. Otoritas Jasa Keuangan.
Pramudia, I. K. D., Suryantari, E. P., & Artaningrum, R. G. (2022). Pengaruh tingkat kesehatan bank terhadap return saham pada bank umum di BEI tahun 2019-2021 [The effect of bank health level on stock returns in commercial banks on the IDX in 2019-2021]. Jurnal Ekonomika, Bisnis, dan Humaniora (JAKADARA), 1(2), 89–98. https://doi.org/10.36002/jd.v1i2.2287
DOI: https://doi.org/10.36002/jd.v1i2.2287Priharta, A., & Gani, N. A. (2023). Determinants of bank profitability: Empirical evidence from Republic of Indonesia state-owned banks. Contaduria y Administracion, 69(3), 49–65. https://doi.org/10.22201/fca.24488410e.2024.4999
DOI: https://doi.org/10.22201/fca.24488410e.2024.4999Purwoko, D., & Sudiyatno, B. (2013). Faktor - faktor yang mempengaruhi kinerja bank (Studi empirik pada industri perbankan di Bursa Efek Indonesia) [Factors that affect bank performance (Empirical study on the banking industry on the Indonesia Stock Exchange)]. Jurnal Bisnis Dan Ekonomi (JBE), 20(1), 25–39. https://www.unisbank.ac.id/ojs/index.php/fe3/article/view/2344
Rahdian, A., Mardian, S., & Razikun, M. (2023). The measurement of good corporate governance in Islamic banking and its effect on financial performance (empirical study of Islamic commercial banks in Indonesia). Jurnal Akuntansi Dan Keuangan Islam, 11(2), 189-204. https://doi.org/10.35836/jakis.v11i2.530
DOI: https://doi.org/10.35836/jakis.v11i2.530Rangkuti, Z., Ernasari, Suhadak, Rahayu, S. M., & Solimun. (2020). The effects of Tier-1 capital to risk management, and profitability on performance using multiple fixed effect panel data model. Human Systems Management, 39(1), 117-128. https://doi.org/10.3233/HSM-190553
DOI: https://doi.org/10.3233/HSM-190553Regitasari, M., & Ernandi, H. (2021). Analysis of the difference between stock performance before and after the announcement of right issues in companies listed on the Indonesia Stock Exchange (IDX) for the 2015 and 2018 periods [Analisis perbedaan antara kinerja saham sebelum dan sesudah pengumuman right issue pada perusahaan yang terdaftar di Bursa Efek Indonesia (BEI) periode 2015 dan 2018]. Academia Open, 5, 10.21070/acopen.5.2021.1662. https://doi.org/10.21070/acopen.5.2021.1662
DOI: https://doi.org/10.21070/acopen.5.2021.1662Rizal, F. (2022). Analysis of the robustness of islamic commercial banks in indonesia during the covid-19 pandemic. Journal of Islamic Economics and Finance Studies, 3(1), 12-23. https://doi.org/10.47700/jiefes.v3i1.4251
DOI: https://doi.org/10.47700/jiefes.v3i1.4251
Rizkika, R., Khairunnisa, K., & Dillak, V. J. (2017). Analisis faktor-faktor yang mempengaruhi profitabilitas bank umum syariah di Indonesia (Studi pada bank umum syariah yang terdaftar di Otoritas Jasa Keuangan selama tahun 2012-2015) [Analysis of the factors that affecting Islamic bank profitability in Indonesia (Empirical study Islamic bank in Otoritas Jasa Keuangan period 2012-2015). E-Proceeding of Management, 4(3), 2675-2686. https://openlibrarypublications.telkomuniversity.ac.id/index.php/management/article/view/5210
Saif-Alyousfi, A. (2020). Determinants of bank profitability: Evidence from 47 Asian countries. Journal of Economic Studies, 49(1), 44-60. https://doi.org/10.1108/jes-05-2020-0215
DOI: https://doi.org/10.1108/JES-05-2020-0215
Santoso, W., Sitorus, P. M., Batunanggar, S., Krisanti, F. T., Anggadwita, G., & Alamsyah, A. (2020). Talent mapping: A strategic approach toward digitalization initiatives in the banking and financial technology (FinTech) industry in Indonesia. Journal of Science and Technology Policy Management, 12(3), 399–420. https://doi.org/10.1108/JSTPM-04-2020-0075
DOI: https://doi.org/10.1108/JSTPM-04-2020-0075Satria, I., & Hatta, I. H. (2015). Pengaruh kinerja keuangan terhadap harga saham 10 bank terkemuka di Indonesia [The effect of financial performance on stock prices of 10 leading banks in Indonesia]. Jurnal Akuntansi, 19(2), 179–191. http://journal.tarumanagara.ac.id/index.php/jakt/article/view/2289
DOI: https://doi.org/10.24912/ja.v19i2.93Sefti, E. D. (2021). The effect of profitability, leverage and liquidity on stock return with dividend policy as a mediation variable in manufacturing companies listed on the Indonesia Stock Exchange. International Journal of Economics, Business and Management Reseach, 5(10), 123–138. https://ijebmr.com/uploads/pdf/archivepdf/2021/IJEBMR_847.pdf
Setyawan, I. R., Ekadjaja, M., & Ekadjaja, A. (2022). Industry market structure and banking performance in Indonesia. Academic Journal of Interdisciplinary Studies, 11(2), 346–354. https://doi.org/10.36941/ajis-2022-0056
DOI: https://doi.org/10.36941/ajis-2022-0056Sharma, S., Bhardwaj, I., & Kishore, K. (2023). Capturing the impact of accounting and regulatory variables on stock prices of banks – an empirical study of Indian banks in panel data modeling. Asian Journal of Accounting Research, 8(2), 184–193. https://doi.org/10.1108/AJAR-11-2020-0110
DOI: https://doi.org/10.1108/AJAR-11-2020-0110Shkodra, J., Anastasioub, D., & Kallandranisc, C. C. (2024). The impact of non-performing loans on commercial bank profitability: Evidence from the Western Balkans. Financial and Credit Activity Problems of Theory and Practice, 3(56), 49–58. https://doi.org/10.55643/fcaptp.3.56.2024.4355
DOI: https://doi.org/10.55643/fcaptp.3.56.2024.4355Sihombing, P. R. (2021). Statistik multivariat dalam riset [Multivariate statistics in research] (I. Ahmaddien, Ed.). Widina Bhakti Persada Bandung.
Solihati, G., Suhardiyanto, H., Hakim, D., & Irawan, T. (2023). Integrating good corporate governance, islamic corporate social responsibility, zakat, syariah governance, and syariah compliance: exploring their interconnected impact on the financial health of islamic commercial banks. Journal of Contemporary Administration and Management (Adman), 1(3), 271-277. https://doi.org/10.61100/adman.v1i3.94
DOI: https://doi.org/10.61100/adman.v1i3.94
Soma, A. M., Wati, I. K., & Ispriyahadi, H. (2024). Improving digital payment system services: The impact of e-service quality and e-Loyalty on user preferences. Al-Uqud: Journal of Islamic Economics, 8(2), 302–313. https://doi.org/10.26740/al-uqud.v8n2.p302-313
Stephani, R., Adenan, M., & Hanim, A. (2017). Analisis pengaruh rasio keuangan terhadap kinerja bank umum di Indonesia. E-Journal Ekonomi Bisnis dan Akuntansi, 4(2), 192–195. https://doi.org/10.19184/ejeba.v4i2.5825
DOI: https://doi.org/10.19184/ejeba.v4i2.5825Sugiyono. (2022). Metode penelitian kuantitatif, kualitatif, dan R&D [Quantitative, qualitative, and R&D research methods]. Alfabeta.
Sukarno, K. W., & Syaichu, M. (2012). Analisis faktor-faktor yang mempengaruhi kinerja bank umum di Indonesia [Analysis of factors affecting the performance of commercial banks in Indonesia]. Jurnal Studi Manajemen Organisasi, 3(2), 46-58. https://doi.org/10.14710/jsmo.v3i2.4193
Sulaeman, M., Kusnandar, H. F., Gunawan, G. G., Widyaningrum, M., & Kasetyaningsih, S. W. (2018). Pengaruh debt to equity ratio dan non performing loan terhadap return saham emiten Bursa Efek Indonesia subsektor perbankan [The effect of debt to equity ratio and non-performing loans on stock returns of Indonesia Stock Exchange issuers in the banking subsector]. Jurnal Ilmiah Manajemen dan Bisnis, 19(1), 21–31. https://doi.org/10.30596/jimb.v19i1.1730
DOI: https://doi.org/10.30596/jimb.v19i1.1730Syofyan, S. (2003). Keputusan “go public” dan hubungannya dengan kinerja bank-bank swasta di Indonesia [The decision to "go public" and its relationship with the performance of private banks in Indonesia]. Media Riset Bisnis dan Manajemen, 3(1), 75–97. https://doi.org/10.25105/mrbm.v3i1.12625
Tahmat, & Nainggolan, I. M. (2020). Pengaruh tingkat kesehatan bank terhadap return saham bank BUMN periode 2009-2018 [The effect of bank health level on stock returns of state-owned banks for the period 2009-2018]. EKUITAS (Jurnal Ekonomi dan Keuangan), 4(3), 373-395. https://doi.org/10.24034/j25485024.y2020.v4.i3.4261 373–395.
DOI: https://doi.org/10.24034/j25485024.y2020.v4.i3.4261Ursulawaty, H. L. (2019). Pengaruh rasio keuangan terhadap kinerja bank di Indonesia (Studi empiris pada bank swasta devisa). UG Jurnal, 13(9), 34-40. https://ejournal.gunadarma.ac.id/index.php/ugjournal/article/view/4346
Wahyudi, R., & Wibowo, D. D. (2022). Pengaruh loan to deposit ratio dan nonperforming loan terhadap return on assets pada bank kategori KBMI 3 yang terdaftar di Bursa Efek Indonesia periode 2021 [The effect of loan to deposit ratio and nonperforming loan on return on assets in KBMI 3 category banks listed on the Indonesia Stock Exchange for the period 2021]. JIMEN Jurnal Inovatif Mahasiswa Manajemen, 3(1), 89-101. https://jom.unsurya.ac.id/index.php/jimen/article/view/101
Widarjono, A. (2018). Ekonometrika pengantar dan aplikasinya disertai panduan Eviews [Introductory econometrics and its applications with EViews guide]. UPP STIM YKPN.
Wulansari, D., & Prihantoro, P. (2018). Pengaruh kinerja keuangan terhadap harga saham yang terdaftar di Bursa Efek Indonesia [The effect of financial performance on stock prices listed on the Indonesia Stock Exchange]. Journal of Business Economics, 23(1), 1–18. https://doi.org/10.35760/eb.2018.v23i1.1815
DOI: https://doi.org/10.35760/eb.2018.v23i1.1815Yasin, M., Kabul, L., Herman, L., Hidayat, A., & Muhdin, M. (2023). Overcoming asymmetric information with a profit sharing system at Islamic bank: Acceleration of theory and practice. Journal of Economics Finance and Management Studies, 6(8), 3566-3572. https://doi.org/10.47191/jefms/v6-i8-02
Yitnosumarto, S. (1990). Dasar-dasar statistika dengan penekanan terapan bidang agrokompleks, teknologi dan sosial [Fundamentals of statistics with an emphasis on applied agrocomplex, technology and social fields]. Rajawali Pers.
References
Abdeljawad, I., Rashid, M., Alia, M., Qushtom, R., Irshaid, M., & Sahyouni, A. (2024). Cushion hypothesis and credit risk: Islamic versus conventional banks from the MENA region. Plos One, 19(7), e0306901. https://doi.org/10.1371/journal.pone.0306901
DOI: https://doi.org/10.1371/journal.pone.0306901Abdullah, T., & Wahjusaputri, S. (2018). Bank & lembaga keuangan [Banks & financial institutions] (2nd ed.). Mitra Wacana Media.
Abiola, I., & Olausi, A. S. (2014). The impact of credit risk management on the commercial banks performance in Nigeria. International Journal of Management and Sustainability, 3(5), 295–306. https://doi.org/10.18488/journal.11/2014.3.5/11.5.295.306 295–306
DOI: https://doi.org/10.18488/journal.11/2014.3.5/11.5.295.306Agam, D. K. S., & Pranjoto, G. H. (2021). Pengaruh CAR, LDR, BOPO, dan Size terhadap ROA pada sektor perbankan yang terdaftar di BEI 2015-2019 [The effect of CAR, LDR, BOPO, and Size on ROA in the banking sector listed on the IDX 2015-2019]. Jurnal Kajian Ilmu Manajemen, 1(2), 160–167. https://doi.org/10.21107/jkim.v1i2.11597
DOI: https://doi.org/10.21107/jkim.v1i2.11597Ahsan, T. and Qureshi, M. (2021). The impact of Islamic banking model and Islamic financial development on bank performance: Evidence from dual banking economies. International Journal of Islamic and Middle Eastern Finance and Management, 15(3), 602-625. https://doi.org/10.1108/imefm-05-2020-0248
Akçayır, M., Dündar, H., & Akçayır, G. (2016). What makes you a digital native? Is it enough to be born after 1980? Computers in Human Behavior, 60, 435–440. https://doi.org/10.1016/j.chb.2016.02.089
DOI: https://doi.org/10.1016/j.chb.2016.02.089Alamsyah, A., Ayu, S. P., & Rikumahu, B. (2019). Exploring relationship between headline news sentiment and stock return. 2019 7th International Conference on Information and Communication Technology, ICoICT 2019. https://doi.org/10.1109/ICoICT.2019.8835298
DOI: https://doi.org/10.1109/ICoICT.2019.8835298Al-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 & Finance, 6(1). https://doi.org/10.1080/23322039.2018.1548072
DOI: https://doi.org/10.1080/23322039.2018.1548072Almilia, L. S., & Herdinigtyas, W. (2005). Analisis rasio CAMEL terhadap prediksi kondisi bermasalah pada lembaga perbankan periode 2000-2002 [Analysis of CAMEL ratios on the prediction of problematic conditions in banking institutions for the period 2000-2002]. Jurnal Akuntansi & Keuangan, 7(2), 131–147. https://doi.org/10.9744/jak.7.2.pp. 131-147
Anwaar, M. (2016). Impact of firms’ performance on stock returns (Evidence from listed companies of FTSE-100 Index London, UK). Global Journal of Management and Business Research, 16(D1), 43–51. https://journalofbusiness.org/index.php/GJMBR/article/view/1961
Asri, M. H. (2017). Analisis rasio dengan variabel EPS (Earning Per Share), ROA (Return On Assets), ROE (Return On Equity), BOPO (Biaya Operasional Pendapatan Operasional) terhadap harga saham perusahaan perbankan [Ratio analysis with variables EPS (Earning Per Share), ROA (Return On Assets), ROE (Return On Equity), BOPO (Operating Expenses Operating Income) on the stock price of banking companies]. Jurnal Ekonomi Bisnis, 22(3), 275–287. https://ejournal.gunadarma.ac.id/index.php/ekbis/article/view/1760
Athari, S. and Bahreini, M. (2021). The impact of external governance and regulatory settings on the profitability of Islamic banks: Evidence from Arab markets. International Journal of Finance & Economics, 28(2), 2124-2147. https://doi.org/10.1002/ijfe.2529
Ayem, S., & Wahyuni, S. (2017a). Pengaruh loan to deposit ratio, capital adequacy ratio, return on asset dan non performing loan terhadap return saham. Jurnal Akuntansi, 5(1), 71–87. https://doi.org/10.24964/ja.v5i1.258
DOI: https://doi.org/10.24964/ja.v5i1.258Baihaqqy, M. R. I. (2022). Bank dan lembaga keuangan [Banks and financial institutions] (D. R. Rizqian, Ed.). CV Amerta Media.
Barberis, N., Greenwood, R., Jin, L., & Shleifer, A. (2018). Extrapolation and bubbles. Journal of Financial Economics, 129(2), 203-227. https://doi.org/10.1016/j.jfineco.2018.04.007
DOI: https://doi.org/10.1016/j.jfineco.2018.04.007Buchory, H. A. (2021). Analysis of funding strategy, credit performance, and banking profitability (Case study of CIMB-Niaga Bank in Indonesia). Estudios de Economia Aplicada, 39(4). https://doi.org/10.25115/eea.v39i4.4485
DOI: https://doi.org/10.25115/eea.v39i4.4485Budhathoki, P. B., Bhattarai, G., & Dahal, A. K. (2024). The impact of liquidity on common stocks returns: Empirical insights from commercial banks in Nepal. Banks and Bank Systems, 19(1), 148–156. https://doi.org/10.21511/bbs.19(1).2024.13
DOI: https://doi.org/10.21511/bbs.19(1).2024.13Damayanthi, I. G. A. E., Wiagustini, N. L. P., Suartana, I. W., & Rahyuda, H. (2023). Strategies to reduce credit risk and liquidity risk to increase bank profitability. Uncertain Supply Chain Management, 11(4), 1759–1768. https://doi.org/10.5267/j.uscm.2023.6.015
DOI: https://doi.org/10.5267/j.uscm.2023.6.015Devitra, J. (2013). Kinerja keuangan dan efisiensi terhadap return saham perbankan di Bursa Efek Indonesia Periode 2007-2011 [Financial performance and efficiency on banking stock returns on the Indonesia Stock Exchange for the Period 2007-2011]. Jurnal Keuangan dan Perbankan (Journal of Finance and Banking), 15(1), 38–53. https://journal.perbanas.id/index.php/jkp/article/view/181
Dewi, A. R. (2019). Pengaruh LDR, NIM Dan ROA terhadap return saham (Studi kasus pada bank umum yang terdaftar di Bursa Efek Indonesia 2014-2017) [The effect of LDR, NIM and ROA on stock returns (Case study on commercial banks listed on the Indonesia Stock Exchange 2014-2017)]. Jurnal Manajemen & Kewirausahaan, 7(1), 69–77. https://doi.org/10.26905/jmdk.v7i1.2983
DOI: https://doi.org/10.26905/jmdk.v7i1.2983Edo, J. J. R., Soma, A. M., & Sitorus, P. M. (2024). Factors influencing fintech adoption among MSME’s in Bandung West Java Indonesia. JASF – Journal of Accounting and Strategic Finance, 7(2), 283–299. https://doi.org/10.33005/jasf.v7i2.486
DOI: https://doi.org/10.33005/jasf.v7i2.486Ekadjaja, A., & Ekadjaja, M. (2020). Tata kelola perusahaan, risiko keuangan, dan kinerja perbankan di Indonesia. Jurnal Ekonomi, 25(3), 391–412. https://doi.org/10.24912/je.v25i3.687
DOI: https://doi.org/10.24912/je.v25i3.687Faadilah, F., & Shofawati, A. (2023). Islamic stock market reaction to the Russia-Ukrainian war. Jurnal Ilmiah Ekonomi Islam, 9(3), 3569–3571. https://doi.org/10.29040/jiei.v9i3.11310
DOI: https://doi.org/10.29040/jiei.v9i3.11310Fasha, A. M., Soma, A. M., & Sitorus, P. M. (2025). Relationship between peer-to-peer lending model improvement and company reputation: A case study at PT Amartha. Jurnal Ekonomi dan Bisnis, 28(1), 1–20. https://doi.org/10.24914/jeb.v28i1.13137
DOI: https://doi.org/10.24914/jeb.v28i1.13137Fatma, E. R. T. (2020). Pengaruh ROA, ROE, LDR, CAR, dan NPL terhadap harga saham [The effect of ROA, ROE, LDR, CAR, and NPL on stock prices]. Jurnal Mitra Manajemen, 4(12), 1651–1663. http://dx.doi.org/10.52160/ejmm.v4i12.501
DOI: https://doi.org/10.52160/ejmm.v4i12.501Fitriyah, T. (2020). Development of Sharia banking and its contributions for the development of national banking. International Journal of Nusantara Islam, 8(1), 10-18. https://doi.org/10.15575/ijni.v8i1.8532
Ghozali, I. (2021). Aplikasi analisis multivariate dengan program IBM SPSS 26 [Application of multivariate analysis with the IBM SPSS 26 program] (10th ed.). Badan Penerbit Universitas Diponegoro.
Grassa, R. (2016). Ownership structure, deposits structure, income structure and insolvency risk in GCC Islamic banks. Journal of Islamic Accounting and Business Research, 7(2), 93-111. https://doi.org/10.1108/jiabr-11-2013-0041
Harahap, D. A., & Hairunnisah, A. I. (2017). The effect of NPL, LDR, GCG , NIM , ROA , ROE , CAR , BOPO towards the stock price in banking companies listed in Indonesian Stock Exchange of the year 2010-2014. Jurnal Dimensi, 6(1), 22–40. https://doi.org/10.33373/dms.v6i1.522
DOI: https://doi.org/10.33373/dms.v6i1.522Hasan, M., Rabbani, M., Sarker, T., Akter, T., & Hasan, S. (2023). Role of risk disclosure on creditworthiness and driving forces of risk disclosure of banks: Islamic vs conventional banks. International Journal of Islamic and Middle Eastern Finance and Management, 16(5), 892-909. https://doi.org/10.1108/imefm-01-2022-0008
DOI: https://doi.org/10.1108/IMEFM-01-2022-0008Högerle, B., Charifzadeh, M., Ferencz, M., & Костин, К. (2020). The development of working capital management and its impact on profitability and shareholder value: evidence from germany. Strategic Management, 25(2), 27-39. https://doi.org/10.5937/straman2002027h
DOI: https://doi.org/10.5937/StraMan2002027HHutagalung, E. N., Djumahir, & Ratnawati, K. (2013). Analisa rasio keuangan terhadap kinerja bank umum di Indonesia [Analysis of financial ratios on the performance of commercial banks in Indonesia]. Jurnal Aplikasi Manajemen, 11(1), 122–130. https://jurnaljam.ub.ac.id/index.php/jam/article/view/502
Indrawati. (2015). Metode penelitian manajemen dan bisnis: Konvergensi teknologi komunikasi dan informasi [Management and business research methods: The convergence of information and communication technologies]. Refika Aditama.
Iqbal, M. (2015). Regresi data panel (2) tahap analisis [Panel data regression (2) analysis stage]. Perbanas. https://dosen.perbanas.id/regresi-data-panel-2-tahap-analisis/
Iskandar, Y. (2021). Pengaruh net interest margin, return on equity, return on asset, capital adequacy ratio terhadap price book value pada bank umum di Indonesia [Pengaruh net interest margin, return on equity, return on asset, capital adequacy ratio terhadap price book value pada bank umum di Indonesia]. DIALEKTIKA : Jurnal Ekonomi Dan Ilmu Sosial, 6(1), 9-16. https://doi.org/10.36636/dialektika.v6i1.592
DOI: https://doi.org/10.36636/dialektika.v6i1.592Kasmir. (2014). Bank dan lembaga keuangan lainnya [Banks and other financial institutions]. Rajawali Pers.
Kasmir. (2019). Analisis laporan keuangan [Financial statement analysis]. PT Raja Grafindo Persada.
Khalifaturofi’ah, S. O. (2023). Cost efficiency, innovation and financial performance of banks in Indonesia. Journal of Economic and Administrative Sciences, 39(1), 100–116. https://doi.org/10.1108/jeas-07-2020-0124
DOI: https://doi.org/10.1108/JEAS-07-2020-0124Khan, S., Aslan, H., Khan, U., & Bhatti, M. (2022). Are Islamic and conventional banks decoupled? Empirical evidence from Turkey. International Journal of Emerging Markets, 19(10), 3063-3087. https://doi.org/10.1108/ijoem-08-2022-1233
Komba, C., Sobe, P., & Mwakujonga, J. (2024). Effects of interest and exchange rate volatility on stock returns: evidence from the financial sector of tanzania. NG Journal of Social Development, 13(1), 215-225. https://doi.org/10.4314/ngjsd.v13i1.16
DOI: https://doi.org/10.4314/ngjsd.v13i1.16Korbi, F. & Bougatef, K. (2017). Regulatory capital and stability of Islamic and conventional banks. International Journal of Islamic and Middle Eastern Finance and Management, 10(3), 312–330. https://doi.org/10.1108/IMEFM-06-2016-0079
DOI: https://doi.org/10.1108/IMEFM-06-2016-0079Kusairi, S., Sanusi, N. A., & Ismail, A. G. (2015). Impact of deposit insurance on banking industry of ASEAN countries: in quest of stability. Banks and Bank Systems, 10(4), 41–50. https://www.businessperspectives.org/index.php/publishing-policies2/impact-of-deposit-insurance-on-banking-industry-of-asean-countries-in-quest-of-stability
Kusi, B., Agbloyor, E., Fiador, V., & Osei, K. (2016). Does information sharing promote or detract from bank returns: Evidence from Ghana. African Development Review, 28(3), 332-343. https://doi.org/10.1111/1467-8268.12209
Lamothe, P., Delgado, E., Solano, M. A., & Fernández, S. M. (2024). A global analysis of bank profitability factors. Humanities and Social Sciences Communications, 11, Article Number 124. https://doi.org/10.1057/s41599-023-02545-6
DOI: https://doi.org/10.1057/s41599-023-02545-6LP2M. (2022, October 24). Mengenal financial intermediary – Definisi, peran, dan manfaat [Financial intermediary - Definition, role, and benefits]. LP2M. https://lp2m.uma.ac.id/2022/10/24/mengenal-financial intermediary-definisi-peran-dan-manfaat/
Mala, C., 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), 131-143. https://doi.org/10.14421/grieb.2018.062-05
Yunan, Z., Alharthi, M., & Jeris, S. (2023). The risk of political instability and the performance of islamic banks: does corruption matter? Journal of Financial Crime, 31(6), 1384-1406. https://doi.org/10.1108/jfc-09-2023-0229
Maleong, L. (2019). Metodologi penelitian kualitatif [Qualitative research methodology]. PT. Remaja Rosda Karya.
Malim, N. and Normalini, M. (2018). Factors influencing the margins of Islamic banks. Global Business Review, 19(4), 1026-1036. https://doi.org/10.1177/0972150918772970
Mardin, Haanurat, A. I., & Syafaruddin. (2021). Pengaruh rasio keuangan terhadap kinerja bank umum konvensional periode 2014-2019 [ The effect of financial ratios on the performance of conventional commercial banks for the period 2014-2019]. Competitiveness, 10(1), 59–71. https://doi.org/10.26618/competitiveness.v10i1.5157
Mawardi, W. (2005). Analisis faktor-faktor yang mempengaruhi kinerja keuangan bank umum di Indonesia (Studi kasus pada bank umum dengan total assets kurang dari 1 triliun). Jurnal Bisnis Strategi, 14(1), 83–94. https://doi.org/10.14710/jbs.14.1.83-94
DOI: https://doi.org/10.14710/jbs.14.1.83-94Million, G., Matewos, K., & Sujata, S. (2015). The impact of credit risk on profitability performance of commercial banks in Ethiopia. African Journal of Business Management, 9(2), 59–66. https://doi.org/10.5897/ajbm2013.7171
DOI: https://doi.org/10.5897/AJBM2013.7171Moudud‐Ul‐Huq, S. (2021). Impacts of sharīʿah supervision and corporate social responsibility on banks’ risk-taking behavior and profitability. International Journal of Islamic and Middle Eastern Finance and Management, 15(4), 811-828. https://doi.org/10.1108/imefm-03-2020-0126
Muhamad, N. K. (2015). The effect of CAR, NPL and BOPO on profitability and stock returns in the banking listed on the Indonesia Stock Exchange in 2009-2013. Jurnal EMBA, 3(2), 258–269. https://doi.org/10.35794/emba.3.2.2015.8530
Nugroho, M., Arif, D., & Halik, A. (2021). The effect of financial distress on stock returns, through systematic risk and profitability as mediator variables. Accounting, 7, 1717–1724. https://doi.org/10.5267/j.ac.2021.4.026
DOI: https://doi.org/10.5267/j.ac.2021.4.026Oktary, D., & Pratiwi, R. (2021). An analysis on the effects of NPL, NIM, LDR on profitability level and stock returns in conventional banks listed in the main board of Indonesia Stock Exchange in the period of 2014-2018. Sentralisasi, 10(1), 1-11. https://doi.org/10.33506/sl.v10i1.1087
DOI: https://doi.org/10.33506/sl.v10i1.1087Otero, L., Alaraj, R., & Lado-Sestayo, R. (2019). How corporate governance and ownership affect banks’ risk-taking in the mena countries? European Journal of Management and Business Economics, 29(2), 182-198. https://doi.org/10.1108/ejmbe-01-2019-0010
Otoritas Jasa Keuangan. (2022). Statistik perbankan Indonesia - Desember 2022 [Indonesian banking statistics - December 2022]. Otoritas Jasa Keuangan.
Pramudia, I. K. D., Suryantari, E. P., & Artaningrum, R. G. (2022). Pengaruh tingkat kesehatan bank terhadap return saham pada bank umum di BEI tahun 2019-2021 [The effect of bank health level on stock returns in commercial banks on the IDX in 2019-2021]. Jurnal Ekonomika, Bisnis, dan Humaniora (JAKADARA), 1(2), 89–98. https://doi.org/10.36002/jd.v1i2.2287
DOI: https://doi.org/10.36002/jd.v1i2.2287Priharta, A., & Gani, N. A. (2023). Determinants of bank profitability: Empirical evidence from Republic of Indonesia state-owned banks. Contaduria y Administracion, 69(3), 49–65. https://doi.org/10.22201/fca.24488410e.2024.4999
DOI: https://doi.org/10.22201/fca.24488410e.2024.4999Purwoko, D., & Sudiyatno, B. (2013). Faktor - faktor yang mempengaruhi kinerja bank (Studi empirik pada industri perbankan di Bursa Efek Indonesia) [Factors that affect bank performance (Empirical study on the banking industry on the Indonesia Stock Exchange)]. Jurnal Bisnis Dan Ekonomi (JBE), 20(1), 25–39. https://www.unisbank.ac.id/ojs/index.php/fe3/article/view/2344
Rahdian, A., Mardian, S., & Razikun, M. (2023). The measurement of good corporate governance in Islamic banking and its effect on financial performance (empirical study of Islamic commercial banks in Indonesia). Jurnal Akuntansi Dan Keuangan Islam, 11(2), 189-204. https://doi.org/10.35836/jakis.v11i2.530
DOI: https://doi.org/10.35836/jakis.v11i2.530Rangkuti, Z., Ernasari, Suhadak, Rahayu, S. M., & Solimun. (2020). The effects of Tier-1 capital to risk management, and profitability on performance using multiple fixed effect panel data model. Human Systems Management, 39(1), 117-128. https://doi.org/10.3233/HSM-190553
DOI: https://doi.org/10.3233/HSM-190553Regitasari, M., & Ernandi, H. (2021). Analysis of the difference between stock performance before and after the announcement of right issues in companies listed on the Indonesia Stock Exchange (IDX) for the 2015 and 2018 periods [Analisis perbedaan antara kinerja saham sebelum dan sesudah pengumuman right issue pada perusahaan yang terdaftar di Bursa Efek Indonesia (BEI) periode 2015 dan 2018]. Academia Open, 5, 10.21070/acopen.5.2021.1662. https://doi.org/10.21070/acopen.5.2021.1662
DOI: https://doi.org/10.21070/acopen.5.2021.1662Rizal, F. (2022). Analysis of the robustness of islamic commercial banks in indonesia during the covid-19 pandemic. Journal of Islamic Economics and Finance Studies, 3(1), 12-23. https://doi.org/10.47700/jiefes.v3i1.4251
Rizkika, R., Khairunnisa, K., & Dillak, V. J. (2017). Analisis faktor-faktor yang mempengaruhi profitabilitas bank umum syariah di Indonesia (Studi pada bank umum syariah yang terdaftar di Otoritas Jasa Keuangan selama tahun 2012-2015) [Analysis of the factors that affecting Islamic bank profitability in Indonesia (Empirical study Islamic bank in Otoritas Jasa Keuangan period 2012-2015). E-Proceeding of Management, 4(3), 2675-2686. https://openlibrarypublications.telkomuniversity.ac.id/index.php/management/article/view/5210
Saif-Alyousfi, A. (2020). Determinants of bank profitability: Evidence from 47 Asian countries. Journal of Economic Studies, 49(1), 44-60. https://doi.org/10.1108/jes-05-2020-0215
Santoso, W., Sitorus, P. M., Batunanggar, S., Krisanti, F. T., Anggadwita, G., & Alamsyah, A. (2020). Talent mapping: A strategic approach toward digitalization initiatives in the banking and financial technology (FinTech) industry in Indonesia. Journal of Science and Technology Policy Management, 12(3), 399–420. https://doi.org/10.1108/JSTPM-04-2020-0075
DOI: https://doi.org/10.1108/JSTPM-04-2020-0075Satria, I., & Hatta, I. H. (2015). Pengaruh kinerja keuangan terhadap harga saham 10 bank terkemuka di Indonesia [The effect of financial performance on stock prices of 10 leading banks in Indonesia]. Jurnal Akuntansi, 19(2), 179–191. http://journal.tarumanagara.ac.id/index.php/jakt/article/view/2289
DOI: https://doi.org/10.24912/ja.v19i2.93Sefti, E. D. (2021). The effect of profitability, leverage and liquidity on stock return with dividend policy as a mediation variable in manufacturing companies listed on the Indonesia Stock Exchange. International Journal of Economics, Business and Management Reseach, 5(10), 123–138. https://ijebmr.com/uploads/pdf/archivepdf/2021/IJEBMR_847.pdf
Setyawan, I. R., Ekadjaja, M., & Ekadjaja, A. (2022). Industry market structure and banking performance in Indonesia. Academic Journal of Interdisciplinary Studies, 11(2), 346–354. https://doi.org/10.36941/ajis-2022-0056
DOI: https://doi.org/10.36941/ajis-2022-0056Sharma, S., Bhardwaj, I., & Kishore, K. (2023). Capturing the impact of accounting and regulatory variables on stock prices of banks – an empirical study of Indian banks in panel data modeling. Asian Journal of Accounting Research, 8(2), 184–193. https://doi.org/10.1108/AJAR-11-2020-0110
DOI: https://doi.org/10.1108/AJAR-11-2020-0110Shkodra, J., Anastasioub, D., & Kallandranisc, C. C. (2024). The impact of non-performing loans on commercial bank profitability: Evidence from the Western Balkans. Financial and Credit Activity Problems of Theory and Practice, 3(56), 49–58. https://doi.org/10.55643/fcaptp.3.56.2024.4355
DOI: https://doi.org/10.55643/fcaptp.3.56.2024.4355Sihombing, P. R. (2021). Statistik multivariat dalam riset [Multivariate statistics in research] (I. Ahmaddien, Ed.). Widina Bhakti Persada Bandung.
Solihati, G., Suhardiyanto, H., Hakim, D., & Irawan, T. (2023). Integrating good corporate governance, islamic corporate social responsibility, zakat, syariah governance, and syariah compliance: exploring their interconnected impact on the financial health of islamic commercial banks. Journal of Contemporary Administration and Management (Adman), 1(3), 271-277. https://doi.org/10.61100/adman.v1i3.94
Soma, A. M., Wati, I. K., & Ispriyahadi, H. (2024). Improving digital payment system services: The impact of e-service quality and e-Loyalty on user preferences. Al-Uqud: Journal of Islamic Economics, 8(2), 302–313. https://doi.org/10.26740/al-uqud.v8n2.p302-313
Stephani, R., Adenan, M., & Hanim, A. (2017). Analisis pengaruh rasio keuangan terhadap kinerja bank umum di Indonesia. E-Journal Ekonomi Bisnis dan Akuntansi, 4(2), 192–195. https://doi.org/10.19184/ejeba.v4i2.5825
DOI: https://doi.org/10.19184/ejeba.v4i2.5825Sugiyono. (2022). Metode penelitian kuantitatif, kualitatif, dan R&D [Quantitative, qualitative, and R&D research methods]. Alfabeta.
Sukarno, K. W., & Syaichu, M. (2012). Analisis faktor-faktor yang mempengaruhi kinerja bank umum di Indonesia [Analysis of factors affecting the performance of commercial banks in Indonesia]. Jurnal Studi Manajemen Organisasi, 3(2), 46-58. https://doi.org/10.14710/jsmo.v3i2.4193
Sulaeman, M., Kusnandar, H. F., Gunawan, G. G., Widyaningrum, M., & Kasetyaningsih, S. W. (2018). Pengaruh debt to equity ratio dan non performing loan terhadap return saham emiten Bursa Efek Indonesia subsektor perbankan [The effect of debt to equity ratio and non-performing loans on stock returns of Indonesia Stock Exchange issuers in the banking subsector]. Jurnal Ilmiah Manajemen dan Bisnis, 19(1), 21–31. https://doi.org/10.30596/jimb.v19i1.1730
DOI: https://doi.org/10.30596/jimb.v19i1.1730Syofyan, S. (2003). Keputusan “go public” dan hubungannya dengan kinerja bank-bank swasta di Indonesia [The decision to "go public" and its relationship with the performance of private banks in Indonesia]. Media Riset Bisnis dan Manajemen, 3(1), 75–97. https://doi.org/10.25105/mrbm.v3i1.12625
Tahmat, & Nainggolan, I. M. (2020). Pengaruh tingkat kesehatan bank terhadap return saham bank BUMN periode 2009-2018 [The effect of bank health level on stock returns of state-owned banks for the period 2009-2018]. EKUITAS (Jurnal Ekonomi dan Keuangan), 4(3), 373-395. https://doi.org/10.24034/j25485024.y2020.v4.i3.4261 373–395.
DOI: https://doi.org/10.24034/j25485024.y2020.v4.i3.4261Ursulawaty, H. L. (2019). Pengaruh rasio keuangan terhadap kinerja bank di Indonesia (Studi empiris pada bank swasta devisa). UG Jurnal, 13(9), 34-40. https://ejournal.gunadarma.ac.id/index.php/ugjournal/article/view/4346
Wahyudi, R., & Wibowo, D. D. (2022). Pengaruh loan to deposit ratio dan nonperforming loan terhadap return on assets pada bank kategori KBMI 3 yang terdaftar di Bursa Efek Indonesia periode 2021 [The effect of loan to deposit ratio and nonperforming loan on return on assets in KBMI 3 category banks listed on the Indonesia Stock Exchange for the period 2021]. JIMEN Jurnal Inovatif Mahasiswa Manajemen, 3(1), 89-101. https://jom.unsurya.ac.id/index.php/jimen/article/view/101
Widarjono, A. (2018). Ekonometrika pengantar dan aplikasinya disertai panduan Eviews [Introductory econometrics and its applications with EViews guide]. UPP STIM YKPN.
Wulansari, D., & Prihantoro, P. (2018). Pengaruh kinerja keuangan terhadap harga saham yang terdaftar di Bursa Efek Indonesia [The effect of financial performance on stock prices listed on the Indonesia Stock Exchange]. Journal of Business Economics, 23(1), 1–18. https://doi.org/10.35760/eb.2018.v23i1.1815
DOI: https://doi.org/10.35760/eb.2018.v23i1.1815Yasin, M., Kabul, L., Herman, L., Hidayat, A., & Muhdin, M. (2023). Overcoming asymmetric information with a profit sharing system at Islamic bank: Acceleration of theory and practice. Journal of Economics Finance and Management Studies, 6(8), 3566-3572. https://doi.org/10.47191/jefms/v6-i8-02
Yitnosumarto, S. (1990). Dasar-dasar statistika dengan penekanan terapan bidang agrokompleks, teknologi dan sosial [Fundamentals of statistics with an emphasis on applied agrocomplex, technology and social fields]. Rajawali Pers.