The Effect of Non-Performing Financing and Financing to Deposit Ratio on Capital Adequacy Ratio in Sharia Commercial Banks in Indonesia

  • Enjeli Femi Soviani Universitas Muhammadiyah Surabaya, Surabaya, Indonesia
  • Haqiqi Rafsanjani Universitas Muhammadiyah Surabaya, Surabaya, Indonesia
  • Tiara Anindya Virana Universitas Muhammadiyah Surabaya, Surabaya, Indonesia
Keywords: Capital Adequacy Ratio, Non-Performing Financing, Financing to Deposit Ratio, Sharia Commercial Banks, VECM

Abstract

This study aims to analyze the influence of Non-Performing Financing (NPF) and Financing to Deposit Ratio (FDR) on Capital Adequacy Ratio (CAR) in Sharia Commercial Banks in Indonesia, both in the short and long term. The main problem studied is how financing risks and the effectiveness of intermediation affect the capital resilience of Islamic banks in the midst of financial industry dynamics. This study uses a quantitative approach with an associative design and time series data for the 2018–2024 period sourced from the publication of the Financial Services Authority (OJK). The analysis methods used included ADF stationarity test, optimal lag test, VAR stability test, Granger causality test, Johansen cointegration test, and Vector Error Correction Model (VECM) estimation, which was complemented by Impulse Response Function (IRF) and Variance Decomposition (VD) analysis. The results showed that all variables were stationary at the first difference level and there were three cointegration relationships, which indicated a long-term relationship between variables. The VECM estimate shows that NPF has a negative and significant effect on CAR in the long term, while FDR has no significant effect on either the short or long term. Granger's causality test found a one-way relationship from CAR to NPF, while the relationship between FDR and CAR was insignificant. These findings indicate that the strengthening of Islamic banks' capital is more influenced by the quality of financing than the intermediation function. This research contributes empirically in enriching the literature on Islamic banking stability and provides policy implications for regulators and bank management in prioritizing financing risk control to maintain sustainable capital adequacy.

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References

Abdul Karim, M., Hassan, M. K., Hassan, T., & Mohamad, S. (2014). Capital adequacy and lending and deposit behaviors of conventional and Islamic banks. Pacific-Basin Finance Journal, 28, 58–75. https://doi.org/https://doi.org/10.1016/j.pacfin.2013.11.002

Ahmed, S., Majeed, M. E., Thalassinos, E., & Thalassinos, Y. (2021). The impact of bank specific and macro-economic factors on non-performing loans in the banking sector: Evidence from an emerging economy. Journal of Risk and Financial Management, 14(5), 217.

Ali, A., & Alharbi, F. (2020). Digital transformation in Islamic banking: A systematic review. International Journal of Islamic and Middle Eastern Finance and Management, 13(2), 351–367.

Ali, H. (2024). Islamic microfinance: landscape, models and future prospects. Walter de Gruyter GmbH & Co KG.

Alshubiri, F., & Al Ani, M. K. (2023). Financing and returns of Shari’ah-compliant contracts and sustainable investing in the Islamic banking of Oman. Economic Change and Restructuring, 56(4), 2455–2491. https://doi.org/10.1007/s10644-023-09522-8

Alzarooni, L., Al-Shboul, M., & Maghyereh, A. (2025). The effect of regulatory quality on the nexus between foreign direct investment and bank stability in a dual banking system. Cogent Business & Management, 12(1), 2532119.

Amalia, R. (2024). Analysis of Non-Performing Finance, Financing to Deposit Ratio, Third-Party Funds, Capital Adequacy Ratio, and Operating Costs and Operating Income to Profitability at Bank Btpn Syariah and Bank Bca Syariah in the 2016-2023 Period. UIN KH Abdurrahman Wahid Pekalongan.

Anwar, M. (2024). The Impact of Islamic Financial Deepening on Economic Growth in Indonesia. Airlangga Journal of Innovation Management, 5(1), 78–90.

Bank Indonesia. (2024). Statistical Report on the Indonesian Sharia Payment System 2023. https://www.bi.go.id/id/publikasi/laporan/Pages/KEKSI_2023.aspx

Disli, M., Aysan, A. F., & Abdelsalam, O. (2023). Favoring the small and the plenty: Islamic banking for MSMEs.

Fahmi, M. F., Mutafarida, B., & Rohman, F. F. (2023). Comparison of Efficiency of Islamic Commercial Banks Using the Data Envelopment Analysis (DEA) Method: Studies On Pt. Bank Mega Syariah Indonesia, Pt. Bank Central Asia Syariah And Pt. Bank Muamalat Indonesia. Ulum Islamiyyah, 35(02), 16–36.

Faridatunnisa, F., Anwar, S., Rusanti, E., & Hasbullah, N. N. (2024). Governance Dynamics and Financial Risk in Islamic Rural Banks: Assessing the Influence of Board Structures on Financial Performance and Financing Risk. Al-Mashrafiyah: Journal of Islamic Economics, Finance, and Banking, 8(1), 1–15.

Fazry, A. H. (2025). Analysis of the Influence of Capital Adequacy Ratio (CAR) of Non-Performing Financing (NPF) and Net Rewards on Sustainable Financing with Financing to Deposit Ratio (FDR) as a moderation variable in Bank Syariah Indonesia, BCA Syariah, BJB, Syariah, MEGA Sya. UIN Sunan Gunung Djati Bandung.

Febriana, M. F. (2024). The effect of Sharia Bank health ratio indicators on the income level of Sharia Commercial Banks in Indonesia for the 2018-2023 period. UIN Sunan Gunung Djati Bandung.

Fransiska, Y., & Siregar, P. A. (2023). The Analysis of Macroeconomic and Microeconomic Factors in Non-Performing Financing of Sharia Bank in Indonesia. Economics, Finance, Investment, and Sharia (EKUITAS), 4(4), 1128–1136.

Hadi, Y. P., Syahla, A. N. A., Himmah, Z. D., Efendi, A. C., & Azis, L. I. (2025). Analysis of the Development of BSI Shares with 'The Big Four Banks' in Indonesia. Journal of Regional Development Management, 18(1), 63–71.

Harkati, R., Alhabshi, S. M., & Kassim, S. (2020). Does capital adequacy ratio influence risk-taking behaviour of conventional and Islamic banks differently? Empirical evidence from dual banking system of Malaysia. Journal of Islamic Accounting and Business Research, 11(10), 1989–2015. https://doi.org/10.1108/JIABR-11-2019-0212

Hasanah, F. Y., & Nst, M. L. I. (2023). The Effect of Capital Adequacy Ratio (CAR) and Non-Performing Financing (NPF) on Return on Asset (ROA) in a Case Study of Bank Syariah Indonesia KC. Rantau Prapat. Scientific Journal of Islamic Economics, 9(1 SE-Articles), 1159–1166. https://doi.org/10.29040/jiei.v9i1.8349

Hidayat, T., Eriawati, Y., Budiman, F., Financing, N., Ratio, C. A., & Ratio, C. A. (2024). : Journal of Sharia Banking Study Program on the Influence of Non-Performing Financing (NPF), Capital Adequacy Ratio (CAR), Operating Costs of Operating Income (BOPO), and Return On Assets (ROA) Against (FDR) (Empirical Study on Sharia Commercial Banks. 7(2), 1–11.

Hudaefi, F. A., Caraka, R. E., & Wahid, H. (2022). Zakat administration in times of COVID-19 pandemic in Indonesia: a knowledge discovery via text mining. International Journal of Islamic and Middle Eastern Finance and Management, 15(2), 271–286.

Karmila, M. (2025). THE EFFECT OF FINANCIAL PERFORMANCE ON THE STABILITY OF ISLAMIC COMMERCIAL BANKS IN INDONESIA WITH GREEN BANKING AS A MODERATION VARIABLE. UIN SUNAN KALIJAGA YOGYAKARTA.

KAROMAH, B. N. (2025). THE EFFECT OF CAR AND FDR ON NPF IN SHARIA COMMERCIAL BANKS IN INDONESIA FOR THE 2020-2025 PERIOD. SULTAN SYARIF KASIM STATE ISLAMIC UNIVERSITY, RIAU.

Finance, O. J. (2020). Islamic banking statistics. Jakarta: Financial Services Authority.

Khasanah, L. Q., Afkar, T., & Fariana, R. (2022). Analysis of Factors Affecting CAR in Sharia Commercial Banks in Indonesia. 3(4), 284–291.

Ledhem, M. A. (2022). The financial stability of Islamic banks and sukuk market development: Is the effect complementary or competitive? Borsa Istanbul Review, 22, S79–S91. https://doi.org/https://doi.org/10.1016/j.bir.2022.09.009

Louati, S., Gargouri Abida, I., & Boujelbene, Y. (2015). Capital adequacy implications on Islamic and non-Islamic bank’s behavior: Does market power matter? Borsa Istanbul Review, 15(3), 192–204. https://doi.org/https://doi.org/10.1016/j.bir.2015.04.001

Lufianda, P. (2023). The Effect of CAR, NPF, FDR and BOPO on Profitability (ROA) in Sharia Commercial Banks (Case Study: Sharia Banks Registered with the OJK 2018-2022). Journal of Economics Trisakti, 3(2), 3243–3254.

Mansour, W., Ajmi, H., & Saci, K. (2022). Regulatory policies in the global Islamic banking sector in the outbreak of COVID-19 pandemic. Journal of Banking Regulation, 23(3), 265–287. https://doi.org/10.1057/s41261-021-00147-3

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

Nastiti, N. D., & Kasri, R. A. (2019). The role of banking regulation in the development of Islamic banking financing in Indonesia. International Journal of Islamic and Middle Eastern Finance and Management, 12(5), 643–662. https://doi.org/https://doi.org/10.1108/IMEFM-10-2018-0365

Pertiwi, A. D. (2021). CENTRAL ASIA TBK AND BANK CENTRAL ASIA SYARIAH TBK DURING THE COVID-19 PANDEMIC IN INDONESIA. 1(3), 34–47.

Priyadi, U., Utami, K. D. S., Muhammad, R., & Nugraheni, P. (2021). Determinants of credit risk of Indonesian Sharīʿah rural banks. ISRA International Journal of Islamic Finance, 13(3), 284–301. https://doi.org/10.1108/IJIF-09-2019-0134

Putri, D. S. A., & Rohmah, F. (2024). Increasing Profitability in Sharia Commercial Banks through Financial Ratios. Velocity: Journal of Sharia Finance and Banking, 4(2), 182–192.

Qadri, H. M.-D., & Bhatti, M. I. (2025). Islamic Finance in the Modern Era (Vol. 25). Retrieved January.

Rohmah, N. (2018). Human resource development in improving the quality of services in Islamic financial institutions. Al-Musthofa: Journal of Sharia Economics, 1(1), 47–53. http://ejournal.iai-tabah.ac.id/index.php/musthofa/article/view/295

Roziq, A., & Ilma Ahmad, Z. (2024). Enhancing performance: minimizing risk in Islamic banks in Indonesia. Cogent Business & Management, 11(1), 2294519. https://doi.org/10.1080/23311975.2023.2294519

Rusydiana, A. S., & Sanrego, Y. D. (2018). Measuring the performance of Islamic banking in Indonesia: An application of Maslahah-efficiency quadrant (MEQ). Journal of Islamic Monetary Economics and Finance, 3, 79–98.

Sari, N., Ibrahim, A., Muzammil, M., & Muksal, M. (2024). Managing financing risk of Islamic banking products in Indonesia: A value at risk approach. Available at SSRN 4905902.

Setiadi, A. (2024). Determinants of non-performing financing of Sharia Commercial Banks for the 2014-2023 period. Maulana Malik Ibrahim State Islamic University.

Shaheen, F. I., Ameer Uddin Khan, N., Baig, M. A., & Muzammil, M. (2024). Determinant of credit risk of Islamic banks in Pakistan. Future Business Journal, 10(1), 4. https://doi.org/10.1186/s43093-023-00271-8

Shukri, A. I. (n.d.). Financial Banking Risks, Bank Size and Financial Performance of Fully Fledged Islamic Banks in Kenya. Kenyatta University.

Smaoui, H., Salah, I. Ben, & Diallo, B. (2020). The determinants of capital ratios in Islamic banking. The Quarterly Review of Economics and Finance, 77, 186–194. https://doi.org/https://doi.org/10.1016/j.qref.2019.11.002

Sutrisno, S., & Widarjono, A. (2024). Determinants of capital buffer in Islamic banks: the lesson from Indonesia. Cogent Business & Management, 11(1), 2331707. https://doi.org/10.1080/23311975.2024.2331707

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/https://doi.org/10.1016/j.bir.2018.07.006

Published
2026-05-09
How to Cite
Soviani, E., Rafsanjani, H., & Virana, T. A. (2026). The Effect of Non-Performing Financing and Financing to Deposit Ratio on Capital Adequacy Ratio in Sharia Commercial Banks in Indonesia. Indonesian Interdisciplinary Journal of Sharia Economics (IIJSE), 9(2), 11363-11379. Retrieved from https://e-journal.uac.ac.id/index.php/iijse/article/view/9561