Sectoral Financing Concentration and Profitability of Islamic Banking in Indonesia

Agus Widarjono, M.B. Hendrie Anto, Sahabuddin Sidiq

Abstract


This paper investigates the extent to which sectoral financing concentration affects the Islamic banks' profitability in Indonesia. As additional control variables, we include bank-specific and macroeconomic conditions. This study utilizes the aggregated financial statements of Islamic banks in Indonesia from January 2010 through December 2019 and analyzed with the Autoregressive distributed lag (ARDL) model. The results confirm cointegration evidence, demonstrating the long-term relationship between the dependent and independent variables. The results clearly indicate that sectoral financing concentration increases the profitability of Islamic banks. Furthermore, excessive financing and high non-performing financing reduce the profitability of Islamic banks. As a financial sector, Islamic banks' performance is contingent on favorable economic and macroeconomic conditions, such as high economic growth and low inflation. These findings imply that Islamic banks must employ skilled workers who are experts in related economic sectors, which is one of the primary goals of Islamic bank financing.

========================================================================================================== 

ABSTRAK – Konsentrasi Pembiayaan Sektoral dan Profitabilitas Bank Syariah di Indonesia. Tulisan ini mengkaji sejauh mana konsentrasi pembiayaan sektoral mempengaruhi profitabilitas bank syariah di Indonesia. Sebagai variabel kontrol tambahan, kami menyertakan kondisi spesifik bank dan variabel makroekonomi. Penelitian ini menggunakan agregat laporan keuangan bank syariah di Indonesia dari Januari 2010 sampai Desember 2019 dan dianalisis dengan model Autoregressive distributed lag (ARDL). Hasil kajian mengkonfirmasi bukti kointegrasi, yang menunjukkan hubungan jangka panjang antara variabel dependen dan independen. Hasil kajian memperjelas bahwa konsentrasi pembiayaan sektoral dapat meningkatkan profitabilitas bank syariah, sementara pembiayaan yang berlebihan dan pembiayaan bermasalah yang tinggi mengurangi profitabilitas bank syariah. Sebagai institusi yang bergerak di sektor keuangan, kinerja bank syariah sangat bergantung pada kondusifitas sistem ekonomi dan kondisi makroekonomi, seperti pertumbuhan ekonomi yang tinggi dan inflasi yang rendah. Temuan ini menyiratkan bahwa bank syariah harus mempekerjakan pekerja terampil yang ahli di sektor ekonomi terkait, yang merupakan salah satu tujuan utama pembiayaan bank syariah.


Full Text:

DOWNLOAD PDF

References


Abedifar, P., Molyneux, P., & Tarazi, A. (2013). Risk in islamic banking. Review of Finance, 17(6), 2035–2096. https://doi.org/10.1093/rof/rfs041

Acharya, V. V, Hasan, I., & Saunders, A. (2006). Should Banks Be Diversified ? Evidence from Individual Bank Loan Portfolios. The Journal of Business, 79(3), 1355–1412.

Ahamed, M. M. (2017). Asset quality, non-interest income, and bank profitability: Evidence from Indian banks. Economic Modelling, 63, 1–14. https://doi.org/10.1016/j.econmod.2017.01.016

Aulia, R., Ibrahim, A., & Tarigan, I. R. R. (2020). Operasionalisasi Lembaga Keuangan Baru dan Dampaknya Terhadap Pertumbuhan Usaha Mikro. JIHBIZ: Global Journal of Islamic Banking and Finance., 2(1), 57-81.

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

Bebczuk, R., & Galindo, A. (2008). Financial crisis and sectoral diversification of Argentine banks, 1999-2004. Applied Financial Economics, 18(3), 199–211. https://doi.org/10.1080/09603100601018773

Beck, T., Demirgüç-Kunt, A., & Merrouche, O. (2013). Islamic vs. conventional banking: Business model, efficiency and stability. Journal of Banking and Finance, 37(2), 433–447. https://doi.org/10.1016/j.jbankfin.2012.09.016

Chamberlain, T., Hidayat, S., & Khokhar, A. R. (2020). Credit risk in Islamic banking: evidence from the GCC. Journal of Islamic Accounting and Business Research, 11(5), 1055–1081. https://doi.org/10.1108/JIABR-09-2017-0133

Chen, N., Liang, H. Y., & Yu, M. T. (2018). Asset diversification and bank performance: Evidence from three Asian countries with a dual banking system. Pacific Basin Finance Journal, 52(February), 40–53. https://doi.org/10.1016/j.pacfin.2018.02.007

Chen, Y., Wei, X., & Zhang, L. (2013). A new measurement of sectoral concentration of credit portfolios. Procedia Computer Science, 17, 1231–1240. https://doi.org/10.1016/j.procs.2013.05.157

Čihák, M., & Hesse, H. (2010). Islamic Banks and Financial Stability: An Empirical Analysis. Journal of Financial Services Research, 38(2), 95–113. https://doi.org/10.1007/s10693-010-0089-0

Daud, W. M. N. W., Norwani, N. M., Mansor, A. A., & Endut, W. A. (2016). Does financing decision influence corporate performance in Malaysia? International Journal of Economics and Financial Issues, 6(3), 1165–1171.

Diamond, D. W. (1984). Financial intermediation and delegated monitoring. Review of Economic Studies, 51(3), 393–414. https://doi.org/10.2307/2297430

Hamid, F. S. (2017). The Effect of Market Structure on Banks’ Profitability and Stability: Evidence from ASEAN-5 Countries. International Economic Journal, 31(4), 578–598. https://doi.org/10.1080/10168737.2017.1408668

Hassan, M. K., Khan, A., & Paltrinieri, A. (2019). Liquidity risk, credit risk and stability in Islamic and conventional banks. Research in International Business and Finance, 48(October 2018), 17–31. https://doi.org/10.1016/j.ribaf.2018.10.006

Hayden, E., Porath, D., & Westernhagen, N. V. (2007). Does diversification improve the performance of German banks? Evidence from individual bank loan portfolios. Journal of Financial Services Research, 32(3), 123–140. https://doi.org/10.1007/s10693-007-0017-0

Ibrahim, M. H., & Rizvi, S. A. R. (2017). Do we need bigger Islamic banks? An assessment of bank stability. Journal of Multinational Financial Management, 40, 77–91. https://doi.org/10.1016/j.mulfin.2017.05.002

Ibrahim, A., & Salam, A. J. (2021). A Comparative Analysis of DSN-MUI Fatwas Regarding Murabahah Contract and the Real Context Application (A study at Islamic Banking in Aceh). Samarah: Jurnal Hukum Keluarga dan Hukum Islam, 5(1), 372-401.

IFDR. (2021). Islamic Finance Development Report 2021.

Kabir, M. N., & Worthington, A. C. (2017). The ‘competition–stability/fragility’ nexus: A comparative analysis of Islamic and conventional banks. International Review of Financial Analysis, 50, 111–128. https://doi.org/10.1016/j.irfa.2017.02.006

Kusi, B. A., Adzobu, L., Abasi, A. K., & Ansah-Adu, K. (2020). Sectoral Loan Portfolio Concentration and Bank Stability: Evidence from an Emerging Economy. Journal of Emerging Market Finance, 19(1), 66–99. https://doi.org/10.1177/0972652719878597

Mostak Ahamed, M. (2017). Asset quality, non-interest income, and bank profitability: Evidence from Indian banks. Economic Modelling, 63(October 2016), 1–14. https://doi.org/10.1016/j.econmod.2017.01.016

Moudud-Ul-Huq, S., Ashraf, B. N., Gupta, A. Das, & Zheng, C. (2018). Does bank diversification heterogeneously affect performance and risk-taking in ASEAN emerging economies? Research in International Business and Finance, 46(April), 342–362. https://doi.org/10.1016/j.ribaf.2018.04.007

Muarif, H., Ibrahim, A., & Amri, A. (2021). Likuiditas, Kecukupan Modal, Pembiayaan Bermasalah dan Pengaruhnya terhadap Profitabilitas Bank Umum Syariah di Indonesia Periode 2016-2018. Jihbiz: Global Journal of Islamic Banking and Finance., 3(1), 36-55.

Nadia, S., Ibrahim, A., & Jalilah, J. (2019). Analisis Hambatan Pertumbuhan Perbankan Syariah di Indonesia (Kajian Terhadap Perbankan Syariah Di Aceh). Jihbiz: Global Journal of Islamic Banking and Finance., 1(2), 153-176.

Nisak, B., & Ibrahim, A. (2014). Analisis Manajemen Risiko Pembiayaan Musyarakah Pada Baitul Qiradh Bina Insan Mandiri Banda Aceh. Share: Jurnal Ekonomi dan Keuangan Islam, 3(1).

Pesaran, M. H., & Shin, Y. (1998). An Autoregressive Distributed-Lag Modelling Approach to Cointegration Analysis. Econometrics and Economic Theory in the 20th Century: The Ragnar Frisch Centennial Symposium. https://doi.org/10.1017/ccol0521633230.011

Pesaran, M. Hashem, Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, 16(3), 289–326. https://doi.org/10.1002/jae.616

Prastiwi, I. E., & Anik. (2020). The impact of Credit Diversification on Credit Risk and Performance of Indonesian Banks. Global Review of Islamic Economics and Business, 8(1), 13–21.

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, ahead-of-p(ahead-of-print). https://doi.org/10.1108/ijif-09-2019-0134

Risfandy, T., Harahap, B., Hakim, A. R., Sutaryo, S., Nugroho, L. I., & Trinugroho, I. (2020). Equity Financing at Islamic Banks: Do Competition and Bank Fundamentals Matter? Emerging Markets Finance and Trade, 56(2), 314–328. https://doi.org/10.1080/1540496X.2018.1553160

Risfandy, T., Trinarningsih, W., Harmadi, H., & Trinugroho, I. (2017). Islamic Banks’ market power, State-owned banks, and ramadan: Evidencen from Indonesia. Singapore Economic Review, 64(2), 423–440. https://doi.org/10.1142/S0217590817500229

Rossi, S. P. S., Schwaiger, M. S., & Winkler, G. (2009). How loan portfolio diversification affects risk, efficiency and capitalization: A managerial behavior model for Austrian banks. Journal of Banking and Finance, 33(12), 2218–2226. https://doi.org/10.1016/j.jbankfin.2009.05.022

Srairi, S. (2019). Transparency and bank risk-taking in GCC Islamic banking. Borsa Istanbul Review, 19, S64–S74. https://doi.org/10.1016/j.bir.2019.02.001

Sutrisno, & Widarjono, A. (2018). Maqasid Sharia Index, Banking Risk and Performance Cases in Indonesian Islamic Banks. Asian Economic and Financial Review, 8(9), 1175–1184. https://doi.org/10.18488/journal.aefr.2018.89.1175.1184

Tabak, B. M., Fazio, D. M., & Cajueiro, D. O. (2011). The effects of loan portfolio concentration on Brazilian banks’ return and risk. Journal of Banking and Finance, 35(11), 3065–3076. https://doi.org/10.1016/j.jbankfin.2011.04.006

Trinugroho, I., Agusman, A., & Tarazi, A. (2014). Why have bank interest margins been so high in Indonesia since the 1997/1998 financial crisis? Research in International Business and Finance, 32, 139–158. https://doi.org/10.1016/j.ribaf.2014.04.001

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

Trinugroho, I., Risfandy, T., Ariefianto, M. D., Prabowo, M. A., Purnomo, H., & Purwaningsih, Y. (2017). Does religiosity matter for Islamic banks’ performance? Evidence from Indonesia. International Journal of Economics and Management, 11(2), 419–435.

Warninda, T. D. (2014). Islamic Rural Bank Profitability : Evidence from Indonesia. Journal of Islamic Economics, Banking and Finance, 3, 109–122.

Widarjono, A. (2018). Estimating Profitability of Islamic Banking in Indonesia. Jurnal Keuangan Dan Perbankan, 22(3), 568–579. https://doi.org/10.26905/jkdp.v22i3.2197

Widarjono, A., Anto, M. B. H., & Fakhrunnas, F. (2020). Financing Risk in Indonesian Islamic Rural Banks : Do Financing Products Matter ? The Journal of Asian Finance, Economics and Business, 7(9), 305–314. https://doi.org/10.13106/jafeb.2020.vol7.no9.305

Widarjono, A., Mifrahi, M. N., & Perdana, A. R. A. (2020). Determinants of Indonesian Islamic Rural Banks ’ Profitability : Collusive or Non- Collusive Behavior ? The Journal of Asian Finance, Economics and Business, 7(11), 657–668. https://doi.org/10.13106/jafeb.2020.vol7.no11.657

Widarjono, A., & Rudatin, A. (2021). Financing diversification and Indonesian Islamic bank’s non-performing financing. Jurnal Ekonomi & Keuangan Islam, 7(1), 45–58.




DOI: http://dx.doi.org/10.22373/share.v11i1.11133

Refbacks

  • There are currently no refbacks.




Copyright (c) 2022 Agus Widarjono, M.B. Hendrie Anto, Sahabuddin Sidiq

Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.