Function of Non-Performing Loans in the Capital Adequacy Ratio Model of the Banking Sector

Maya Sofa; T.Husain; Luqman Hakim

doi:10.55927/ijsmr.v2i3.8552

Authors

Maya Sofa University of Persada Indonesia Y.A.I- Jakarta
T.Husain University of Persada Indonesia Y.A.I- Jakarta
Luqman Hakim University of Persada Indonesia Y.A.I- Jakarta

DOI:

https://doi.org/10.55927/ijsmr.v2i3.8552

Keywords:

BOPO, Capital Adequacy Ratio, Loan to Deposit Ratio, Non-Performing Loan

Abstract

Research is being done in order to address the discrepancies in the findings of earlier investigations as well as the phenomenon of non-performing loans (NPL), which cannot account for the effect it has on the CARR. As a result, the researchers used different time series and cross-sectional data in their subsequent studies. Using multiple regression analysis, this type of descriptive quantitative research examines panel data from 22 samples of banking sector firms over a seven-year period. This formula uses the research object, which are companies in the banking sector listed on the Indonesia Stock Exchange, and uses NPL as an intervening variable to maximize the CAR value. Two research models are combined in one model, and each model is subjected to the Chow Test, Hausman Test, Lagrange Multiplier Test, and model selection test stages. Findings in the first model indicate that LDR's negative connection with NPL can be used to explain its impact. These outcomes differ from the relevant theory. Similar to the first study model, where the results are not as relevant as the theory, the results in the second model are also just LDR and may directly explain its effect on CAR with a negative association. It is hoped that these findings would give banking sector managers the best possible direction

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References

Akwaa-Sekyi, Ellis Kofi, dan Ellis Kofi Akwaa-Sekyi (2016), Internal Controls and Credit Risk Relationship Among Banks in Europe. Intangible Capital 1-26.

Akwaa-Sekyi, et al., (2016), Internal Controls and Credit Risk Relationship Among Banks in Europe. Intangible Capital 1-26.

Andini, Fathiyah & Yunita, Irni. (2015). “Analysis Of The Influence Of Return On Assets (ROA), Return On Equity (ROE), Non Performing Loans (NPL), And Loan To Deposit Ratio (LDR) To Capital Adequacy Ratio (CAR) At Banking Companies In Indonesia (Studies at Commercial Bank that listed on Indonesia Stock Exchange Period 2009-2013)”, e-Proceeding of Management, Vol.2, No.2 August 2015

Ansary, Osama A. El., Hafez, Hassan M. (2015). “Determinants Of Capital Adequacy Ratio: An Empirical Study On Egyptian Banks”, Corporate Ownership & Control, Volume 13, Issue 1, 2015, Continued - 10

Barseghyan, L. (2010). Non-performing loans, prospective bailouts, and Japan’s slowdown. Journal of Monetary Economics, 57(7), 873–890. https://doi.org/10.1016/j.jmoneco.2010.08.002

Berger, A. N., & DeYoung, R. (1997). Problem loans and cost efficiency in commercial banks. Journal of Banking and Finance, 21(6), 849–870. https://doi.org/10.1016/S0378-4266(97)00003-4

Bukian, Ni. Made Winda Parascintya., Sudiartha, Gede Merta. (2016). "The Influence of Asset Quality, Liquidity, Profitability and Operational Efficiency on Capital Adequacy Ratio", E-Journal of Management of Udayana University, Vol. 5, No. 2, 2016: 1189-1221 ISSN : 2302-8912

Bussoli, et al. (2015), The Impact of Corporate Governance on Banks Performance and Loan Quality: Evidence From Italian Cooperative Banks. Chinese Business Review 390-401.

Chaibi, Hasna & Zied Ftiti (2014), Credit Risk Determinants: Evidence from a Cross-country Study. Research in International Business and Finance 1-16.

Chiu, Yung-Ho; Jan, Chyanlong; Shen, Da-Bai; Wang, Pen-Chun (2008). “Efficiency and Capital Adequacy In Taiwan Banking: BCC and Super-DEA Estimation”, The Service Industries Journal 28(4), 479–496. doi:10.1080/02642060801917604

Dewi dan Ramantha (2015), The Influence of Loan to Deposit Ratio, SBI Interest Rate, and Bank Size on Non-Performing Loans in State-Owned Banks for the 2010-2012 period, E-Jurnal Akuntansi Universitas Udayana Volume 11,No 3, 2015: 909-920

Fitrianto, Hendra., Mawardi, Wisnu. (2006). "Analysis of the Influence of Asset Quality, Liquidity, Earnings, and Efficiency on the Capital Adequacy Ratio of Banking Listed on the Jakarta Stock Exchange", Journal of Management & Organizational Studies, Volume 3, Number 1, January, 2006, page 1

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

Ismaulina, Wulansari, Ayu., Safira, Mira. (2020). “Capital Adequacy Ratio (CAR) and Factors Affecting It at Bank Syariah Mandiri (Period March 2012 - March 2019)”, I-FINANCE: a Research Journal on Islamic Finance Vol.06 No. 02 December 2020.

Juniarmita A. S., Salam S., (2023), The Influence Of Loan To Deposit Ratio And Capital Adequacy Ratio On Non Performing Loans At PT. West Java Regional Development Bank, Tbk., JEINSA : Jurnal Ekonomi Ichsan Sidenreng Rappang, Volume 2 Issue 2 Pp. 212-224.

Kjosevski, J., Petkovski, M., & Naumovska, E. (2019). Bank-specific and macroeconomic determinants of non-performing loans in the Republic of Macedonia: Comparative analysis of enterprise and household NPLs. Economic Research-Ekonomska Istrazivanja , 32(1), 1185–1203. https://doi.org/10.1080/1331677X.2019.1627894

Koju, L., Koju, R., & Wang, S. (2018). Macroeconomic and Bank-Specific Determinants of Non-Performing Loans: Evidence from Nepalese Banking System. Journal of Central Banking Theory and Practice, 7(3), 111–138. https://doi.org/10.2478/jcbtp-2018-0026

Kumar, et al. (2018), Determinants of Non-performing Loans in Banking Sector in Small Developing Island States: a Study of Fiji. Accounting Research Journal 1-28.

Kumar, N., & Singh, J. P. (2013). Effect of board size and promoter ownership on firm value: Some empirical findings from India. Corporate Governance (Bingley), 13(1), 88–98. https://doi.org/10.1108/14720701311302431

Lee, Y. Y., Dato Haji Yahya, M. H., Habibullah, M. S., & Mohd Ashhari, Z. (2019). Non-performing loans in European Union: country governance dimensions. Journal of Financial Economic Policy, 12(2), 209–226. https://doi.org/10.1108/JFEP-01-2019-0027

Liang, Q., Xu, P., & Jiraporn, P. (2013). Board characteristics and Chinese bank performance. Journal of Banking and Finance, 37(8), 2953–2968. https://doi.org/10.1016/j.jbankfin.2013.04.018

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 and Finance, 36(4), 1012–1027. https://doi.org/10.1016/j.jbankfin.2011.10.012

Love, I., & Rachinsky, A. (2015). Corporate Governance and Bank Performance in Emerging Markets: Evidence from Russia and Ukraine. Emerging Markets Finance and Trade, 51(July 2015), S101–S121. https://doi.org/10.1080/1540496X.2014.998945

Mensah, et al., (2015), Executive Compensation, Ownership Structure and Loan Quality of Banks in Ghana. African Development Bank 331-341.

Mensah, Gifty Adjei; Amidu, Mohammed and Abor, Joshua Yindenaba. 2015.Executive Compensation, Ownerships Structure And Loan Quality Of Banks In Ghana. Afican Development Review. 27 (3): 331-341.

Murtiyanti, Sri., Achsani, Noer Azam., Hakim, Dedi Budiman. (2015). “Capital Adequacy Of The Banking Industry In Indonesia”, Economic Journal Of Emerging Markets, 7(2) October 2015, 69-77.

Malik, A., (2020), The Influence of Loan To Deposit Ratio (LDR) on Profitability with Non Performing Loans (NPL) as an Intervening Variable in the Banking Subsector, Jurnal Sains Manajemen, Volume 6 No 1.

Nora, Eliyana dan Veronica, Sylvia (2008), The Influence of Board Size, Independent Commissioners, and Institutional Ownership on Non-Performing Loans. Jurnal Ekonomi dan Bisnis. 1(2): 1-15.

Nugroho; Nugroho, Mulyanto; Arif Donny & Halik, Abdul. (2021). “The Effect Of Loan-Loss Provisions, Non-Performing Loans And Third-Party Funds On Capital Adequacy Ratio”, Accounting 7 (2021) 943–950.

O’Sullivan, J., Mamun, A., & Hassan, M. K. (2016). The relationship between board characteristics and performance of bank holding companies: before and during the financial crisis. Journal of Economics and Finance, 40(3), 438–471. https://doi.org/10.1007/s12197-014-9312-4

Ozili, P. K. (2018). Banking stability determinants in Africa. International Journal of Managerial Finance, 14(4), 462–483. https://doi.org/10.1108/IJMF-01-2018-0007

Partovi, E., & Matousek, R. (2019). Bank efficiency and non-performing loans: Evidence from Turkey. Research in International Business and Finance, 48(March 2018), 287–309. https://doi.org/10.1016/j.ribaf.2018.12.011

Putri, Ni Putu Sinta Wira., Dana, I Made. (2018). "The Influence of NPL, Liquidity, and Rentability on CAR in National-Scale Conventional BPRs in Indonesia", E-Journal of Management of Udayana University, Vol. 7, No. 4, 2018: 1862-1891 DOI: https://doi.org/10.24843/EJMUNUD.2018.v7.i04.p06.

Rahman, Md. Ataur, Md. Asaduzzaman, dan Md. Shakhaowat Hossin. 2017. Impact of Financial Ratios on Non-Performing Loans of Publicly Traded Commercial Banks in Bangladesh. International Journal of Financial Research 181-188.

Rehman, Ramiz Ur, Junrui Zhang, dan Muhammad Ishfaq Ahmad. 2016. Political System of a Country and its Non-performing Loan. Int. J. Business Performance Management 241-265.

Rianto, Lewina & Salim, Susanto. (2020). "The Influence of ROA, LDR, NIM, and NPL on Capital Adequacy Ratio (CAR)", Journal of Multiparadigma Accounting Tarumanagara, Vol.2 July 2020 Edition : 1114 - 1122

Romdhane, Mohamed. (2012). “The Determinants of Banks' Capital Ratio in Developing Countries: Empirical Evidence from Tunisia”, Research Journal of Finance and Accounting, Vol 3, No 1, 2012., ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online)

Septiani, Rita., Lestari, Putu Vivi. (2016). "The Influence of NPL and LDR on Profitability with CAR as a Mediation Variable at PT BPR Pasarraya Kuta", E-Journal of Management Unud, Vol. 5, No.1, 2016: 293 - 324 ISSN: 2302-8912

Shehzad, C., De Haan, J., & Scholtens, B. (2010). The impact of bank ownership concentration on impaired loans and capital adequacy. Journal of Banking and Finance, 34, 399–408.

Shehzad, Choudhry Tanveer., Haan, Jakob de., Scholtens, Bert (2010). “The Impact Of Bank Ownership Concentration On Impaired Loans And Capital Adequacy”. Journal of Banking & Finance, 34 (2010) 399–408, doi:10.1016/j.jbankfin.2009.08.007

Staehr, K., & Uusküla, L. (2020), Macroeconomic and macro-financial factors as leading indicators of non-performing loans: Evidence from the EU countries. Journal of Economic Studies. https://doi.org/10.1108/JES-03-2019-0107

Swandewi, Ni Kadek Mareti & Purnawati, Ni Ketut. (2021). “Capital Adequacy Ratio Mediates the Effect of Non-Performing Loans on Returns on Assets in Public Commercial Banks”, American Journal of Humanities and Social Sciences Research (AJHSSR), Volume-5, Issue-1, pp-651-656.

Szarowska, I. (2018), Effect of macroeconomic determinants on non-performing loans in Central and Eastern European countries. International Journal of Monetary Economics and Finance, 11(1), 20–35. https://doi.org/10.1504/IJMEF.2018.090564

Tarchouna, A., Jarraya, B., & Bouri, A. (2018), How to explain non-performing loans by many corporate governance variables simultaneously? A corporate governance index is built to US commercial banks. Research in International Business and Finance, 42, 645–657. https://doi.org/10.1016/j.ribaf.2017.07.008.

Umar, M., & Sun, G. (2016). Non-performing loans (NPLs), liquidity creation, and moral hazard: Case of Chinese banks. China Finance and Economic Review, 4(1). https://doi.org/10.1186/s40589-016-0034-y

Upadhyaya, P., & Roy, S. G. (2017), Analysis of macroeconomic factors causing non-performing loans in India, International Journal of Business and Globalization, 18(2), 182–193. https://doi.org/10.1504/IJBG.2017.10001685.

Yokoyama, Erwin Putra & Mahardika, God Putra Krishna. (2019). "The Influence of Non Performing Financing (NPF), Return On Assets (ROA), and Financing To Deposit Ratio (FDR) on Capital Adequacy Ratio (CAR)", MEA Scientific Journal (Management, Economics, & Accounting), 3(2), 28-44

Zagorchev, A., & Gao, L. (2015). Corporate governance and performance of financial institutions. Journal of Economics and Business, 82, 17–41. https://doi.org/10.1016/j.jeconbus.2015.04.004.

Zhang, D., Cai, J., Dickinson, D. G., & Kutan, A. M. (2016). Non-performing loans, moral hazard and regulation of the Chinese commercial banking system. Journal of Banking and Finance, 63, 48–60. https://doi.org/10.1016/j.jbankfin.2015.11.010.