The Effect of Credit Risk and Board Diversity on the Performance of Banks Listed on the Indonesian Stock Exchange
DOI:
https://doi.org/10.30659/ijibe.8.2.144-158Keywords:
Banking Performance, Return on Assets, Capital Adequacy Ratio, Non-Performing Loans, Earning Ability, Loan to Deposit RatioAbstract
This research aims to analyze the influence of several factors on banking performance in Indonesia, with a focus on Return on Assets (ROA). The factors studied include the Capital Adequacy Ratio (CAR), Non-Performing Loans (NPL) ratio, Expected Credit Loss Provision (CKPN) ratio, Earning Ability (BOPO), Loan to Deposit Ratio (LDR), and Board Diversity (BD). Data was taken from banking companies listed on the Indonesia Stock Exchange in the period 2018 to 2022. The analysis method uses a linear regression test with a Fixed Effect Model. The research results show that the NPL ratio, CKPN ratio, BOPO, LDR, and BD have a significant influence on banking performance, while CAR does not have a significant influence. These results provide important information for investors and managers in managing banks, as well as being the basis for further research in identifying other factors that influence banking performance in Indonesia.
References
Adamu, E. D. (2022). Effect of Credit Risk Management on Profitability of Deposit Money Banks in Nigeria. TSU-International Journal of Accounting and Finance, 1(2), 12-24.
Akbar, M. (2023). Analysis of the Effect of Capital Adequacy Ratio (Car), Non-Performing Loan (Npl), and Operating Cost Operating Income (Bopo), Net Interest Margin (Nim) to Loan to Deposit Ratio (Ldr) of State-Owned Banks in Indonesia. Journal of Social Research, 2(5), 1591-1607.
Akther, T., Rahman, M., & Rahman, M. M. (2023). Factors influencing commercial bank profitability in Bangladesh: a panel data approach. Future Business Journal, 9(1), 66.
Al Muniro, T. M., Purwanto, P., & Wedaswari, M. (2023). Pengaruh Jumlah Anggota Dewan Direksi Perempuan, Jumlah Anggota Dewan Komisaris Independen Terhadap Underpricing Dengan Ukuran Perusahaan Sebagai Variabel Kontrol (Studi Empiris Pada Perusahaan Yang Melakukan IPO Di BEI Periode Tahun 2016-2020). Fiscal: Jurnal Akuntansi dan Perpajakan, 1(1), 55-69.
Al-Husainy, N. H. M., & Jadah, H. M. (2021). The effect of liquidity risk and credit risk on the bank performance: Empirical Evidence from Iraq. IRASD Journal of economics, 3(1), 58-67.
Aryanti, Y., Lestari, T., & Yulianto, A. S. (2023). PSAK-71 and Firm Value: Mediating Role of Allowance for Bad Debt and Profitability. Akuntabilitas, 17(2), 219-238.
Birhanu, T., Bosho Deressa, S., Azadi, H., Viira, A. H., Van Passel, S., & Witlox, F. (2021). Determinants of commercial bank loan and advance disbursement: the case of private Ethiopian commercial banks. International Journal of Bank Marketing, 39(7), 1227-1247.
Bogdan, v., Popa, D. N., Belenesi, M., Rus, L., & Scorte, C. M. (2023). Gender Diversity and Business Peformance Nexus: A Synoptic Panorama Based on Bilbliometric Network Analysis. Sustainability., 15(3), 1801.
Bolarinwa, S. T., Obembe, O. B., & Olaniyi, C. (2019). Re-examining the determinants of bank profitability in Nigeria. Journal of Economic Studies, 46(3), 633-651.
Bouteille, S., & Coogan-Pushner, D. (2021). The handbook of credit risk management: originating, assessing, and managing credit exposures. John Wiley & Sons.
Budiarta, I. W. (2022). Pengaruh Capital Adequacy Ratio dan Loan to Deposit Ratio terhadap Return on Asset pada Sub Sektor Perbankan yang Terdaftar di Bursa Efek Indonesia. Jurnal Akuntansi Profesi, 13(1), 43-51.
Budiman, A. P., & Masytah, E. (2023). Faktor-Faktor Yang Mempengaruhi Penghindaran Pajak Pada Perusaahan Sub Sektor Farmasi Yang Terdaftar Di BEI. Management, Accounting, Islamic Banking and Islamic Economic Journal, 1(2), 498-509.
Cahyani, A. D. D., Oktaviana, U. K., & Azizuddin, I. (2022). Analisis pengaruh penyaluran pembiayaan syariah dan efisiensi operasional terhadap profitabilitas bank umum syariah di Indonesia dengan Non Performing Financing (NPF) sebagai intervening. Jurnal Ilmiah Ekonomi Islam, 8(3), 2785-2791.
Chalid, F. I., & Bella, F. I. (2021). Determinant of Non-Performing Financing in Indonesian Islamic Commercial Banks in time of Covid-19 Pandemic. Al-Amwal: Jurnal Ekonomi dan Perbankan Syari'ah, 13(2), 239-250.
Daboh, F., & Duramany-Lakkoh, E. K. (2023). Performance Evaluation of The Sierra Leone Banking Sector Using Camel Rating Framework. Journal of Applied Finance & Banking, 13(3), 1-18.
Echobu, J., & Philomena, O. N. (2019). Credit risks and financial performance of Nigerian banking industry. Amity Journal of Finance, 4(1), 44-57.
Fadun, O. S., & Silwimba, P. (2023). Does credit risk management impact the financial performance of commercial banks?. International Journal of Business Ecosystem & Strategy (2687-2293), 5(2), 55-66.
Hidayat, S. E., Sakti, M. R. P., & Al-Balushi, R. A. A. (2021). Risk, efficiency and financial performance in the GCC banking industry: Islamic versus conventional banks. Journal of Islamic Accounting and Business Research, 12(4), 564-592.
Hunjra, A. I., Hanif, M., Mehmood, R., & Nguyen, L. V. (2021). Diversification, corporate governance, regulation and bank risk-taking. Journal of Financial Reporting and Accounting, 19(1), 92-108.
Karamoy, H., & Tulung, J. E. (2020). The impact of banking risk on regional development banks in Indonesia. Banks and Bank Systems, 15(2).
Kassem, N. M., & Sakr, A. (2018). The impact of bank-specific characteristics on the profitability of commercial banks in Egypt. Journal of Finance and Bank Management, 6(2), 76-90.
Khan, M. A., Siddique, A., & Sarwar, Z. (2020). Determinants of non-performing loans in the banking sector in developing state. Asian Journal of Accounting Research, 5(1), 135-145.
Kurniasari, F., Gunardi, A., Putri, F., & Firmansyah, A. (2021). The role of financial technology to increase financial inclusion in Indonesia. International Journal of Data and Network Science, 5(3), 391-400.
Lauria Arisandy Zalukhu, F. S. (2023). Effect of Credit Restructuring During the Covid-19 Pandemic on Financial Performance with Expected Credit Loss as an Intervening Variable. Jurnal Office: Jurnal Pemikiran Ilmiah dan Pendidikan Administrasi Perkantoran, 9(1), 57-68.
Léon, F. (2023). Public bank lending in Africa in times of crisis. Emerging Markets Review, 55, 101032.
Makkonen, T. (2022). Board diversity and firm innovation: a meta-analysis. European Journal of Innovation Management, 25(6), 941-960.
Martínez-Malvar, M., & Baselga-Pascual, L. (2020). Bank risk determinants in Latin America. Risks, 8(3), 94.
Milojevic, S., Milasinovic, M., Mitrovic, A., Ognjanovic, J., Raicevic, J., Zdravkovic, N., … & Grivec, M. (2023). Board Gender Divrsity and Banks Profitability for Business Viability: Evidence from Serbia. Sustainability, 15(13), 10501.
Muhammad, R., Mangawing, M. A., & Salsabilla, S. (2021). The influence of intellectual capital and corporate governance on financial performance of Islamic banks. Jurnal Ekonomi & Keuangan Islam, 77-91.
Mushafiq, M., Sindhu, M. I., & Sohail, M. K. (2023). Financial performance under influence of credit risk in non-financial firms: evidence from Pakistan. Journal of Economic and Administrative Sciences, 39(1), 25-42.
Mutamimah, M., & Saputri, P. L. (2023). Corporate governance and financing risk in Islamic banks in Indonesia. Journal of Islamic Accounting and Business Research, 14(3), 436-450.
Nguyen, N. T. H., Kim-Duc, N., & Freiburghaus, T. L. (2022). Effect of digital banking-related customer experience on banks’ financial performance during Covid-19: a perspective from Vietnam. Journal of Asia Business Studies, 16(1), 200-222.
Nwude, E. C., & Okeke, C. (2018). Impact of credit risk management on the performance of selected Nigerian banks. International Journal of Economics and Financial Issues, 8(2), 287.
Olalekan, L. I., Olumide, M. L., & Irom, I. M. (2018). Financial risk management and the profitability: An empirical evidence from commercial banks in Nigeria. Journal of Management Sciences, 16(2), 117-137.
Prativi, Y. P., Sukmadilaga, C., & Cupian, C. (2021). The Impact of Islamic Corporate Governance Disclosure, Islamic Intellectual Capital, Zakat, Financial Performance (SCnP Model) & Islamic Ethical Identity to Sustainable Business. Jurnal Ekonomi Syariah Teori Dan Terapan, 8(2), 171-182.
Pujiati, P., Kisman, Z., & Bastaman, A. (2020). Analysis of capital adequacy ratio, prime lending rate, and third-party funds on profitability of commercial banks in Indonesia, with liquidity as intervening variable. Journal of Economics and Business, 3(1), 172-188.
Rahman, A. S. A., & Haron, R. (2019). The effect of corporate governance on islamic banking performance: a Maqasid shari'ah index approach on Indonesian islamic banks. Journal of Islamic Finance, 8, 001-018.
Salami, A. A., & Uthman, A. B. (2023). Bank capital, earnings smoothing and provisioning practices in Nigeria: IFRS and risk evidence. Asian Journal of Economics and Banking.
Salami, A. A., Uthman, A. B., Ibrahim, R. O., & Nageri, K. I. (2022). Bank Funding Strategy and Income Smoothing Practices in Nigeria: IFRS and Solvency Risk Analysis. Global Journal of Accounting, 8(1), 13-30.
Sasongko, H., & Yusnita, N. (2023). The Influence of Productive Asset Quality, Loan to Deposit Ratio, Non Performing Loan, and Operating Expenses to Operating Income on Profit with Capital Adequacy Ratio as Moderating Variable in Indonesian Banking. Jurnal Manajemen dan Keuangan, 12(1), 141-163.
Setiarini, D., & Yudiana, F. E. (2023). The Influence of Non-Performing Financing and Financing to Deposit Ratio on Profitability with Capital Adequacy Ratio as a Mediation Variable on Islamic Commercial Banks in Indonesia, 2020-2022. Alkasb: Journal of Islamic Economics, 2(1), 10-23.
Setiawan, I. (2021). The impact of financing risk on Islamic banking performance in Indonesia. Share: Jurnal Ekonomi Dan Keuangan Islam, 10(2), 208-229.
Subur, R., & Anwar, M. (2021). Pengaruh Loan To Deposit Ratio (LDR) Dan Capital Adequacy Ratio (CAR) Terhadap Return On Asset (ROA) Pada PT. Bank Tabungan Negara (Persero), TBK Periode 2010-2019. Jurnal Ilmiah PERKUSI, 1(3), 420-429.
Sunaryo, D. (2020). The effect of capital adequacy ratio on return on assets with problem credit ratio moderation. Ilomata International Journal of Tax and Accounting, 1(3), 145-151.
Suroso, S. (2022). Analysis of the Effect of Capital Adequacy Ratio (CAR) and Loan to Deposit Ratio (LDR) on the Profits of Go Public Banks in the Indonesia Stock Exchange (IDX) Period 2016–2021. Economit Journal: Scientific Journal of Accountancy, Management and Finance, 2(1), 45-53.
Syah, T. A. (2018). Pengaruh Inflasi, BI Rate, NPF, Dan BOPO Terhadap Profitabilitas Bank Umum Syariah Di Indonesia. El-Jizya: Jurnal Ekonomi Islam, 6(1), 133-153.
Tho'in, M. (2019). Profitability of Islamic Commercial Banks in Indonesia. IQTISHADIA Jurnal Ekonomi & Perbankan Syariah, 6(2), 89-99.
Uswah, R., & Arif, Y. (2024). Kinerja Keuangan Bank Mega dan Bank Mega Syariah Menggunakan Pendekatan Camel. Al-Kharaj: Jurnal Ekonomi, Keuangan & Bisnis Syariah, 6(4), 3984-3999.
Zhu, C., Husnain, M., Ullah, S., Khan, M. T., & Ali, W. (2022). Gender diversity and firms’ sustainable performance: moderating role of CEO duality in emerging equity market. Sustainability, 14(12), 7177.
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