Main Article Content

Abstract

Purpose – This study investigates how credit risk, profit-and-loss sharing (PLS) financing, and regional economic growth shape the profitability of Islamic rural banks in Indonesia and whether PLS portfolios and local conditions buffer the adverse effect of non-performing financing (NPF) on profitability through a moderating effect.
Methodology – The analysis uses a balanced panel of 135 Islamic Rural Banks (IRBs) for 2019–2024, combining bank-level data with Gross Regional Domestic Product (GRDP) per capita growth. Fixed-effects panel regressions with two- and three-way interactions between NPF, PLS measures (total PLS, mudharabah, musharakah), and regional growth were estimated, controlling for size, capital adequacy, efficiency, funding structure, and time effects.
Findings – The results demonstrate a robust negative association between non-performing financing (NPF) and return on assets (ROA). Mudharabah-based profit-and-loss sharing (PLS), rather than aggregate PLS or Musharakah alone, attenuates the impact of NPF. Similarly, higher regional growth weakens the marginal effect of credit risk. A negative and significant triple interaction indicates that Mudharabah intensity and favorable regional growth act as substitutes rather than complements, with the strongest mitigation of the NPF effect observed at low to moderate levels of both variables.
Implications – The evidence suggests that IRB managers and regulators should calibrate PLS portfolios for regional macroeconomic conditions. Understanding local growth environments can guide the PLS configurations that are most appropriate for promotion within supervisory areas.
Originality – This study is among the first to jointly examine the roles of PLS contract composition and regional economic growth in the credit-risk–profitability nexus of IRBs, showing how risk-sharing finance and local business cycles interact in shaping Islamic bank performance.

Keywords

Profit loss sharing Islamic Rural Banks Non-Performing Financing Regional economic growth

Article Details

Author Biographies

Tia Ichwani, Department of Management, Faculty of Economics and Business, Universitas Pancasila, Jakarta, Indonesia

 

 

Dewi kurniawati, Department of Management, Faculty of Economics and Business, Universitas Pancasila, Jakarta, Indonesia

 

 
How to Cite
Nisa, C., Ichwani, T., & kurniawati, D. (2026). Do profit-and-loss sharing and regional growth buffer credit risk in Islamic rural banks?. Jurnal Ekonomi & Keuangan Islam, 12(1), 186–205. https://doi.org/10.20885/JEKI.vol12.iss1.art11

References

  1. Abdul-Rahman, A., Abdul Latif, R., Muda, R., & Abdullah, M. A. (2014). Failure and potential of profit-loss sharing contracts: A perspective of New Institutional, Economic (NIE) Theory. Pacific-Basin Finance Journal, 28, 136–151. https://doi.org/10.1016/j.pacfin.2014.01.004 DOI: https://doi.org/10.1016/j.pacfin.2014.01.004
  2. Abusharbeh, M. T. (2023). Modeling the factors of portfolio at risk for microfinance institutions in Palestine. Cogent Economics & Finance, 11(1), 2186042. https://doi.org/10.1080/23322039.2023.2186042 DOI: https://doi.org/10.1080/23322039.2023.2186042
  3. Addury, M. M., & Ramadhani, A. K. P. (2024). The influence of financing model and credit risk on financial stability (Study of Islamic Rural Banks in Java Island). Journal of Islamic Monetary Economics and Finance, 10(3), 427–444. https://doi.org/10.21098/jimf.v10i3.1788 DOI: https://doi.org/10.21098/jimf.v10i3.1788
  4. Afkar, T., Widodo, U. P. W., Wisudanto, Naufalin, L. R., & Hariawan, F. (2025). Profit sharing system in Islamic banking before, during, and after Covid-19 pandemic, any moderation? JASF: Journal of Accounting and Strategic Finance, 8(1), 50–73. https://doi.org/10.33005/jasf.v8i1.569 DOI: https://doi.org/10.33005/jasf.v8i1.569
  5. Afriadi, F., Pranoto, P., Kurniawaty, E., & Zamzami, R. M. (2024). Islamic rural bank mission drift: Equity financing vs debt-based financing. Jurnal Ekonomi & Keuangan Islam, 10(1), 41–56. https://doi.org/10.20885/JEKI.vol10.iss1.art4 DOI: https://doi.org/10.20885/JEKI.vol10.iss1.art4
  6. Ahmad, S., Lensink, R., & Mueller, A. (2020). The double bottom line of microfinance: A global comparison between conventional and Islamic microfinance. World Development, 136, 105130. https://doi.org/10.1016/j.worlddev.2020.105130 DOI: https://doi.org/10.1016/j.worlddev.2020.105130
  7. Albertazzi, U., & Gambacorta, L. (2009). Bank profitability and the business cycle. Journal of Financial Stability, 5(4), 393–409. https://doi.org/10.1016/j.jfs.2008.10.002 DOI: https://doi.org/10.1016/j.jfs.2008.10.002
  8. Alhammadi, S., Alotaibi, K. O., & Hakam, D. F. (2022). Analysing Islamic banking ethical performance from Maqāṣid al-Sharī‘ah perspective: Evidence from Indonesia. Journal of Sustainable Finance & Investment, 12(4), 1171–1193. https://doi.org/10.1080/20430795.2020.1848179 DOI: https://doi.org/10.1080/20430795.2020.1848179
  9. Ali, N. (2022). Debt financing vs. equity financing in the context of Maqasid Al-Shari’ah in Islamic finance. Journal of Development and Social Sciences, 3(III), 191–202. https://doi.org/10.47205/jdss.2022(3-III)18 DOI: https://doi.org/10.47205/jdss.2022(3-III)18
  10. Annizar, R. A., & Junarsin, E. (2025). Mudharabah, musyarakah, financing risk, and performance of Islamic banks: Empirical evidence from Indonesia. Jurnal Ekonomi & Keuangan Islam, 11(1), 131–142. https://doi.org/10.20885/JEKI.vol11.iss1.art9 DOI: https://doi.org/10.20885/JEKI.vol11.iss1.art9
  11. Aprilian, R. Z., & Sudarmawan, B. N. (2024). NPF of Islamic Rural Banks in Indonesia: Do socio-economic factors and bank performance matter? Journal of Islamic Economics and Finance Studies, 5(2), 405–422. https://doi.org/10.47700/jiefes.v5i2.10307 DOI: https://doi.org/10.47700/jiefes.v5i2.10307
  12. Argantara, Z. R., & Fitriyah, N. (2024). The effect of profit-sharing financing on the financial performance of Islamic banks. Jurnal Ilmiah Manajemen Kesatuan, 11(3), 1345–1354. https://doi.org/10.37641/jimkes.v11i3.2329 DOI: https://doi.org/10.37641/jimkes.v11i3.2329
  13. Askari, H., & Mirakhor, A. (2014). Risk sharing, public policy and the contribution of Islamic finance. PSL Quarterly Review, 67(271), 345–379. https://doi.org/10.13133/2037-3643/13022 DOI: https://doi.org/10.2139/ssrn.3136955
  14. Asutay, M. (2012). Conceptualising and locating the social failure of Islamic finance: Aspirations of Islamic moral economy vs the realities of Islamic finance. Asian and African Area Studies, 11(2), 93–113. DOI: https://doi.org/10.4337/9781781002513.00014
  15. Asutay, M., & Yilmaz, I. (2025). Financialisation of Islamic finance: A Polanyian approach on the hegemony of market logic over Islamic logic. New Political Economy, 30(2), 267–286. https://doi.org/10.1080/13563467.2024.2424170 DOI: https://doi.org/10.1080/13563467.2024.2424170
  16. Athanasoglou, P. P., Brissimis, S. N., & Delis, M. D. (2008). Bank-specific, industry-specific and macroeconomic determinants of bank profitability. Journal of International Financial Markets, Institutions and Money, 18(2), 121–136. https://doi.org/10.1016/j.intfin.2006.07.001 DOI: https://doi.org/10.1016/j.intfin.2006.07.001
  17. Athari, S. A., & Bahreini, M. (2023). 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
  18. Azmat, S., Hassan, M. K., Ali, H., & Azad, A. S. M. S. (2021). Religiosity, neglected risk and asset returns: Theory and evidence from Islamic finance industry. Journal of International Financial Markets, Institutions and Money, 74, 101294. https://doi.org/10.1016/j.intfin.2021.101294 DOI: https://doi.org/10.1016/j.intfin.2021.101294
  19. Azmat, S., Skully, M., & Brown, K. (2015). Can Islamic banking ever become Islamic? *Pacific-Basin Finance Journal, 34*, 253–272. https://doi.org/10.1016/j.pacfin.2015.03.001 DOI: https://doi.org/10.1016/j.pacfin.2015.03.001
  20. Bakhouche, A., El Ghak, T., & Alshiab, M. (2022). Does Islamicity matter for the stability of Islamic banks in dual banking systems? Heliyon, 8(4), e09245. https://doi.org/10.1016/j.heliyon.2022.e09245 DOI: https://doi.org/10.1016/j.heliyon.2022.e09245
  21. Beck, R., Jakubik, P., & Piloiu, A. (2013). Non-performing loans: What matters in addition to the economic cycle? (SSRN Scholarly Paper No. 2214971). Social Science Research Network. https://doi.org/10.2139/ssrn.2214971 DOI: https://doi.org/10.2139/ssrn.2214971
  22. Belkhaoui, S., Alsagr, N., & van Hemmen, S. F. (2020). Financing modes, risk, efficiency and profitability in Islamic banks: Modeling for the GCC countries. Cogent Economics & Finance, 8(1), 1750258. https://doi.org/10.1080/23322039.2020.1750258 DOI: https://doi.org/10.1080/23322039.2020.1750258
  23. Berger, A. N., & De Young, R. (1997). Problem loans and cost efficiency in commercial banks. Journal of Banking & Finance, 21(6), 849–870. https://doi.org/10.1016/S0378-4266(97)00003-4 DOI: https://doi.org/10.1016/S0378-4266(97)00003-4
  24. Bhatti, M., Saleem, M. S., & Mansor, F. (2025). Need for reform in AAOIFI standards on murabaha financing: Evidence from Islamic banks in Pakistan. Quality & Quantity, 59(1), 59–78. https://doi.org/10.1007/s11135-024-01974-y DOI: https://doi.org/10.1007/s11135-024-01974-y
  25. Bilgin, M. H., Danisman, G. O., Demir, E., & Tarazi, A. (2021). Economic uncertainty and bank stability: Conventional vs. Islamic banking. Journal of Financial Stability, 56, 100911. https://doi.org/10.1016/j.jfs.2021.100911 DOI: https://doi.org/10.1016/j.jfs.2021.100911
  26. Bonaccorsi di Patti, E., & Palazzo, F. (2020). Bank profitability and macroeconomic conditions: Are business models different? Economic Notes, 49(2), e12155. https://doi.org/10.1111/ecno.12155 DOI: https://doi.org/10.1111/ecno.12155
  27. Brambor, T., Clark, W. R., & Golder, M. (2006). Understanding interaction models: Improving empirical analyses. Political Analysis, 14(1), 63–82. https://doi.org/10.1093/pan/mpi014 DOI: https://doi.org/10.1093/pan/mpi014
  28. Butt, U., & Chamberlain, T. (2025). Performance of Islamic banks during the Covid-19 pandemic: An empirical analysis and comparison with conventional banking. Journal of Risk and Financial Management, 18(6), 308. https://doi.org/10.3390/jrfm18060308 DOI: https://doi.org/10.3390/jrfm18060308
  29. Cahyani, P. T., Rizaludin, R., & Janwari, Y. (2024). Musyarakah Mutanaqisah as a financing solution for working capital and productive property in Islamic financial institutions in Indonesia. *Mabahits Al-Uqud, 1*(2), 94–112. https://doi.org/10.15575/mau.v1i2.1238 DOI: https://doi.org/10.15575/mau.v1i2.1238
  30. Chairina, C. (2025). Analisis pengaruh pembiayaan mudharabah dan musyarakah terhadap profitabilitas Bank Syariah Indonesia periode 2021-2024. *Al-Muhtarifin: Islamic Banking and Islamic Economic Journal, 4*(1), 1–8. https://doi.org/10.30596/almuhtarifin.v1i1.23202 DOI: https://doi.org/10.30596/almuhtarifin.v1i1.23202
  31. Dietrich, A., & Wanzenried, G. (2011). Determinants of bank profitability before and during the crisis: Evidence from Switzerland. Journal of International Financial Markets, Institutions and Money, 21(3), 307–327. https://doi.org/10.1016/j.intfin.2010.11.002 DOI: https://doi.org/10.1016/j.intfin.2010.11.002
  32. Dimitrios, A., Helen, L., & Mike, T. (2016). Determinants of non-performing loans: Evidence from Euro-area countries. Finance Research Letters, 18, 116–119. https://doi.org/10.1016/j.frl.2016.04.008 DOI: https://doi.org/10.1016/j.frl.2016.04.008
  33. El, I., Masyhuri, M., & Yuliana, I. (2022). The effect of mudharabah and musyarakah financing on profitability of Islamic banks in Indonesia. Indonesian Interdisciplinary Journal of Sharia Economics (IIJSE), 5(1), 225–234. https://doi.org/10.31538/iijse.v5i1.1969 DOI: https://doi.org/10.31538/iijse.v5i1.1969
  34. Fahamsyah, M. H., Laila, N., Rakhmat, A. S., & Shabbir, M. S. (2024). Profit-loss sharing in Islamic banking: Global insights from a systematic review. Economica: Jurnal Ekonomi Islam, 14(2), 175–203. https://doi.org/10.21580/economica.2023.14.2.26021 DOI: https://doi.org/10.21580/economica.2023.14.2.26021
  35. Farihana, S., & Rahman, M. S. (2021). Can profit and loss sharing (PLS) financing instruments reduce the credit risk of Islamic banks? Empirical Economics, 61(3), 1397–1414. https://doi.org/10.1007/s00181-020-01912-5 DOI: https://doi.org/10.1007/s00181-020-01912-5
  36. Fithria, A., Sholihin, M., Arief, U., & Anindita, A. (2021). Management ownership and the performance of Islamic microfinance institutions: A panel data analysis of Indonesian Islamic rural banks. International Journal of Islamic and Middle Eastern Finance and Management, 14(5), 950–966. https://doi.org/10.1108/IMEFM-05-2020-0257 DOI: https://doi.org/10.1108/IMEFM-05-2020-0257
  37. Galow, B., Georgescu, O. M., & Ponte Marques, A. (2024). Loss-given-default and macroeconomic conditions (SSRN Scholarly Paper No. 4903843). Social Science Research Network. https://doi.org/10.2139/ssrn.4903843 DOI: https://doi.org/10.2139/ssrn.4903843
  38. Ghosh, A. (2015). Banking-industry specific and regional economic determinants of non-performing loans: Evidence from US states. Journal of Financial Stability, 20, 93–104. https://doi.org/10.1016/j.jfs.2015.08.004 DOI: https://doi.org/10.1016/j.jfs.2015.08.004
  39. Handoko, L., & Firmansyah, F. (2022). The performance of profit and loss sharing (PLS) products: Evidence from Indonesian Islamic Rural Banks (IRB). Islaminomics: Journal of Islamic Economics, Business and Finance, 12(1), 1–15. https://doi.org/10.47903/islaminomics.v12i1.180
  40. Harahap, B., Risfandy, T., Futri, I. N., Harahap, B., Risfandy, T., & Futri, I. N. (2023). Islamic law, Islamic finance, and sustainable development goals: A systematic literature review. Sustainability, 15(8), 6626. https://doi.org/10.3390/su15086626 DOI: https://doi.org/10.3390/su15086626
  41. Hasan, M., & Dridi, J. (2010). The effects of the global crisis on Islamic and conventional banks: A comparative study (IMF Working Paper No. 2010/201). International Monetary Fund.
  42. Hendri, Z., Arshad, N. C., Rahmany, S., Wiharto, S., & Sintarini, F. (2025). The nexus between risk and bank stability in the Indonesian Islamic Rural Bank. Jurnal Ekonomi & Keuangan Islam, 11(2), 287–301. https://doi.org/10.20885/JEKI.vol11.iss2.art8 DOI: https://doi.org/10.20885/JEKI.vol11.iss2.art8
  43. Hidayah, N., & Karimah, N. A. (2023). Are Sharia financing schemes profitable? The case of Islamic Rural Banks in Indonesia. EL DINAR: Jurnal Keuangan Dan Perbankan Syariah, 11(1), 59–77. https://doi.org/10.18860/ed.v11i1.19561 DOI: https://doi.org/10.18860/ed.v11i1.19561
  44. Hsiao, C. (2007). Panel data analysis—Advantages and challenges. Test, 16(1), 1–22. https://doi.org/10.1007/s11749-007-0046-x DOI: https://doi.org/10.1007/s11749-007-0046-x
  45. Islahi, A. A. (2013). Risk-sharing in finance: The Islamic finance alternative (SSRN Scholarly Paper No. 3087187). Social Science Research Network. https://doi.org/10.2139/ssrn.3087187
  46. Jaapar, A. M., Hamid, N. A. A., & Chukari, N. A. (2025). The determinant of Islamic bank profitability and stability in Malaysia. International Journal of Management, Finance and Accounting, 6(1), 195–224. https://doi.org/10.33093/ijomfa.2025.6.1.7 DOI: https://doi.org/10.33093/ijomfa.2025.6.1.7
  47. Jeon, B. N., & Wu, J. (2014). Global banks and internal capital markets: Evidence from bank-level panel data in emerging economies. Journal of Multinational Financial Management, 28, 79–94. https://doi.org/10.1016/j.mulfin.2014.10.003 DOI: https://doi.org/10.1016/j.mulfin.2014.10.003
  48. Khandker, A., & Khaled, S. (2014). Profit-loss sharing contract formation under zero interest financial system (IDEAS Working Paper Series from RePEc). https://www.proquest.com/publiccontent/docview/1698362613
  49. Le, H. N. Q., Nguyen, T. V. H., & Schinckus, C. (2022). Bank lending behaviour and macroeconomic factors: A study from strategic interaction perspective. Heliyon, 8(11), e11906. https://doi.org/10.1016/j.heliyon.2022.e11906 DOI: https://doi.org/10.1016/j.heliyon.2022.e11906
  50. Le, T. D. Q., & 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 DOI: https://doi.org/10.1016/j.cbrev.2020.04.001
  51. Louzis, D. P., Vouldis, A. T., & Metaxas, V. L. (2012). Macroeconomic and bank-specific determinants of non-performing loans in Greece: A comparative study of mortgage, business and consumer loan portfolios. Journal of Banking & Finance, 36(4), 1012–1027. https://doi.org/10.1016/j.jbankfin.2011.10.012 DOI: https://doi.org/10.1016/j.jbankfin.2011.10.012
  52. Mateev, M., Sahyouni, A., & Al Masaeid, T. (2024). Bank performance before and during the Covid-19 crisis: Does efficiency play a role? Review of Managerial Science, 18(1), 29–82. https://doi.org/10.1007/s11846-022-00611-y DOI: https://doi.org/10.1007/s11846-022-00611-y
  53. Mergaliyev, A., Asutay, M., Avdukic, A., & Karbhari, Y. (2021). Higher ethical objective (Maqasid al-Shari’ah) augmented framework for Islamic banks: Assessing ethical performance and exploring its determinants. Journal of Business Ethics, 170(4), 797–834. https://doi.org/10.1007/s10551-019-04331-4 DOI: https://doi.org/10.1007/s10551-019-04331-4
  54. Meslier, C., Risfandy, T., & Tarazi, A. (2020). Islamic banks’ equity financing, Shariah supervisory board, and banking environments. *Pacific-Basin Finance Journal, 62*, 101354. https://doi.org/10.1016/j.pacfin.2020.101354 DOI: https://doi.org/10.1016/j.pacfin.2020.101354
  55. Mimoun, M. B., Hamrouni, D., & Raies, A. (2024). Islamic banking finance and private sector investment in dual banking systems: The impact of institutional quality. International Journal of Islamic and Middle Eastern Finance and Management, 18(1), 201–223. https://doi.org/10.1108/IMEFM-01-2024-0034 DOI: https://doi.org/10.1108/IMEFM-01-2024-0034
  56. Mohamed, T. S., & Elgammal, M. M. (2023). Credit risk in Islamic microfinance institutions: The role of women, groups, and rural borrowers. Emerging Markets Review, 54, 100994. https://doi.org/10.1016/j.ememar.2022.100994 DOI: https://doi.org/10.1016/j.ememar.2022.100994
  57. Moosa, R. (2023). An overview of Islamic accounting: The Murabaha contract. Journal of Risk and Financial Management, 16(7), 335. https://doi.org/10.3390/jrfm16070335 DOI: https://doi.org/10.3390/jrfm16070335
  58. Muhammad, R., Suluki, A., & Nugraheni, P. (2020). Internal factors and non-performing financing in Indonesian Islamic rural banks. Cogent Business & Management, 7(1), 1823583. https://doi.org/10.1080/23311975.2020.1823583 DOI: https://doi.org/10.1080/23311975.2020.1823583
  59. Mukhibad, H., Jayanto, P. Y., Budiantoro, R. A., Hapsoro, B. B., Nurasyiah, A., & Musyaffi, A. M. (2023). Equity-based financing and risk in Islamic banks: A cross-country analysis. Cogent Economics & Finance, 11(2), 2235117. https://doi.org/10.1080/23322039.2023.2235117 DOI: https://doi.org/10.1080/23322039.2023.2235117
  60. Nb, F. R., Susamto, A. A., & Saleh, S. (2024). Profit-and-loss sharing financing, operating expenses, and the intermediation cost of Islamic rural banks in Indonesia. Journal of Islamic Monetary Economics and Finance, 10(2), 379–396. https://doi.org/10.21098/jimf.v10i2.1914 DOI: https://doi.org/10.21098/jimf.v10i2.1914
  61. Okumuş, H. Ş. (2024). Performance assessment of participation banks based on Maqasid al-Shari’ah framework: Evidence from Türkiye. Borsa Istanbul Review, 24(4), 806–817. https://doi.org/10.1016/j.bir.2024.04.011 DOI: https://doi.org/10.1016/j.bir.2024.04.011
  62. Pancotto, L., ap Gwilym, O., & Williams, J. (2024). The evolution and determinants of the non-performing loan burden in Italian banking. *Pacific-Basin Finance Journal, 84*, 102306. https://doi.org/10.1016/j.pacfin.2024.102306 DOI: https://doi.org/10.1016/j.pacfin.2024.102306
  63. Pramesti, C. A., & Anggraini, I. K. (2024). The impact of profit-sharing and sale-based financing on Islamic bank stability. Jurnal Ekonomi Syariah Teori Dan Terapan, 11(3), 254–267. https://doi.org/10.20473/vol11iss20243pp254-267 DOI: https://doi.org/10.20473/vol11iss20243pp254-267
  64. Rafidah, R. (2023). Indonesian Islamic bank return on assets analysis: Moderating effect of musyarakah financing. *Al-Uqud: Journal of Islamic Economics, 7*(2), 200–216. https://doi.org/10.26740/aluqud.v7n2.p200-216
  65. Retnasih, N. R. (2023). Exploring the dynamic nexus between Indonesian economic forces and Islamic banking financial performance. Journal of Islamic Economics and Finance Studies, 4(2), 236–256. https://doi.org/10.47700/jiefes.v4i2.6581 DOI: https://doi.org/10.47700/jiefes.v4i2.6581
  66. Rosmelyana, F. N., Sumiati, A., & Susanti, S. (2024). Pengaruh pembiayaan jual beli, pembiayaan bagi hasil, dan non-performing financing terhadap profitabilitas Bank Pembiayaan Rakyat Syariah tahun 2023. Indonesian Journal of Economy, Business, Entrepreneurship and Finance, 4(2), 152–165. https://ijebef.esc-id.org/index.php/home DOI: https://doi.org/10.53067/ijebef.v4i2.169
  67. Saleem, A., Daragmeh, A., Zahid, R. M. A., & Sági, J. (2024). Financial intermediation through risk sharing vs non-risk sharing contracts, role of credit risk, and sustainable production: Evidence from leading countries in Islamic finance. Environment, Development and Sustainability, 26(5), 11311–11341. https://doi.org/10.1007/s10668-023-03298-7 DOI: https://doi.org/10.1007/s10668-023-03298-7
  68. Salman, K. R. (2023). Exploring moral hazard and adverse selection in profit sharing contract. International Journal of Professional Business Review, 8(3), e0955. https://doi.org/10.26668/businessreview/2023.v8i3.955 DOI: https://doi.org/10.26668/businessreview/2023.v8i3.955
  69. Salsabilla, L. Z., & Jaya, T. J. (2024). The impact of non-performing financing and operational efficiency on the stability of Islamic banks in Persian Gulf countries. Journal of Islamic Economics Lariba, 10(2), 623–640. https://doi.org/10.20885/jielariba.vol10.iss2.art1 DOI: https://doi.org/10.20885/jielariba.vol10.iss2.art1
  70. Sandhyapranita, I., Andriansyah, Y., & Hasan, B. B. (2024). Macroeconomic impacts on Islamic bank profitability: Evidence from Indonesia’s dual banking system. Unisia, 42(2), 178–190. https://doi.org/10.20885/unisia.vol42.iss2.art29
  71. Setiawan, S. (2024). Optimizing Indonesian Sharia Rural Banks’ performance: Insights from internal factors. Ekspansi: Jurnal Ekonomi, Keuangan, Perbankan, Dan Akuntansi, 16(2), 156–169. https://doi.org/10.31002/ekspansi.v16i2.1047
  72. Sutrisno, S., & Widarjono, A. (2022). Is profit–loss-sharing financing matter for Islamic bank’s profitability? The Indonesian case. Risks, 10(11), 207. https://doi.org/10.3390/risks10110207 DOI: https://doi.org/10.3390/risks10110207
  73. Syahadatina, Z., Lestari, K. C., & Sahliyah, F. (2025). Financial ratio indicators and profitability in Islamic bank: The moderating effect of size and age bank. JFBA: Journal of Financial Behavioural Accounting, 5(1), 37–48. https://doi.org/10.33830/jfba.v5i1.12032
  74. Warninda, T. D., Ekaputra, I. A., & Rokhim, R. (2019). Do Mudarabah and Musharakah financing impact Islamic Bank credit risk differently? Research in International Business and Finance, 49, 166–175. https://doi.org/10.1016/j.ribaf.2019.03.002 DOI: https://doi.org/10.1016/j.ribaf.2019.03.002
  75. Wicaksono, S. A., Wulandari, P., & Hendranastiti, N. D. (2024). The effect of industry sector and profit-loss sharing financing on credit risk of Islamic banks in Indonesia considering Covid-19 pandemic. Journal of Islamic Accounting and Business Research, 15(5), 749–768. https://doi.org/10.1108/JIABR-04-2023-0135 DOI: https://doi.org/10.1108/JIABR-04-2023-0135
  76. Widarjono, A. (2021). The role of equity financing on the profitability of Indonesian Islamic banks. Muqtasid: Jurnal Ekonomi Dan Perbankan Syariah, 12(2), 129–143. https://doi.org/10.18326/muqtasid.v12i2.129-143 DOI: https://doi.org/10.18326/muqtasid.v12i2.129-143
  77. Widarjono, A., & Mifrahi, M. (2024). Sectoral financing concentration and Sharia Rural Banks’ profitability. Jurnal Ekonomi Dan Bisnis Islam (Journal of Islamic Economics and Business), 10(2), 264–284. https://doi.org/10.20473/jebis.v10i2.59121 DOI: https://doi.org/10.20473/jebis.v10i2.59121
  78. Wong, J. B., & Zhang, Q. (2024). ESG reputation risks, cash holdings, and payout policies. Finance Research Letters, 59, 104695. https://doi.org/10.1016/j.frl.2023.104695 DOI: https://doi.org/10.1016/j.frl.2023.104695
  79. Yuan, M., Chen, W., & Qin, J. (2021). Bank-based financing and catch-up innovation: A three-way interaction approach. Economics Letters, 209, 110089. https://doi.org/10.1016/j.econlet.2021.110089 DOI: https://doi.org/10.1016/j.econlet.2021.110089
  80. Zafir, A. A., & Sudarjah, G. M. (2025). Credit risk, Covid, and bank profitability in Indonesian conventional banks. Economics, Finance, and Business Review, 2(2), 78–87. https://doi.org/10.20885/efbr.vol2.iss2.art2 DOI: https://doi.org/10.20885/efbr.vol2.iss2.art2