Analyzing the Impact of Financial Performance on Credit Allocation: A Contemporary Perspective
Keywords:
Banking, Credit Distribution, Financial PerformanceAbstract
This study investigates the impact of financial performance indicators, including Loan to Deposit Ratio (LDR), Capital Adequacy Ratio (CAR), Return on Assets (ROA), and Non-Performing Loans (NPL), on credit distribution among banks listed on the IDX during the 2018-2019 period. With a population of 45 IDX-listed banks, a purposive sampling method was employed to select 19 banks meeting predetermined criteria, resulting in a dataset comprising 38 observations. Secondary data from annual reports were analyzed using multiple linear regression in SPSS version 18.0. Findings reveal that LDR, CAR, and ROA positively and significantly influence credit distribution, while NPL exhibits a negative and insignificant impact. These results offer insights for bank management, prospective customers, and future research endeavors. This study contributes to understanding the intricate dynamics of credit allocation within the banking sector.
References
Abbas, W., Muhtarom, A., Badriyah, N., & Kadir, A. R. (2020). Economic determination in increasing agricultural production in Lamongan district. IOP Conference Series: Earth and Environmental Science, 575(1), 012045. https://doi.org/10.1088/1755-1315/575/1/012045
Abbott, G. C. (1983). Development financing: Review article. Third World Quarterly, 5(1), 120–127. https://doi.org/10.1080/01436598308419683
AICPA. (2018). Introduction and Overview of Government Auditing Standards. In Audit Guide (pp. 1–6). https://doi.org/https://doi.org/10.1002/9781119533832.ch1
Akbar, T. (2019). The Performance of Banks in Indonesia Based on Capital Perspective (BUKU), a case Study in a period of Decline in Profitability Performance. Account and Financial Management Journal, 04(06). https://doi.org/10.31142/afmj/v4i6.01
Altland, H. W. (2002). Applied Regression Analysis for Business and Economics. Technometrics, 44(2), 192–193. https://doi.org/10.1198/tech.2002.s715
Andros, S., Akimova, L., & Butkevich, O. (2020). Innovations in Management of Banks Deposit Portfolio: Structure of Customer Deposit. Marketing and Management of Innovations, 2, 206–220. https://doi.org/10.21272/mmi.2020.2-15
Azmi, N. A., Rusiman, M. S., Khalid, K., Roslan, R., Sufahani, S., Mohamad, M., Salleh, R. M., & Amir Hamzah, N. S. (2018). An Application of Robust Method in Multiple Linear Regression Model toward Credit Card Debt. Journal of Physics: Conference Series, 995(1), 012011. https://doi.org/10.1088/1742-6596/995/1/012011
Balasubramanian, S. (2000). Book Reviews : Ranjan Das, Strategic Management of Services—Framework and Cases. New Delhi: Oxford University Press, 1999, 345 pp., Rs 200 (Pb). Global Business Review, 1(1), 151–152. https://doi.org/10.1177/097215090000100119
Blackburn, K., & Hung, V. T. Y. (1998). A Theory of Growth, Financial Development and Trade. Economica, 65(257), 107–124. https://doi.org/https://doi.org/10.1111/1468-0335.00116
Breusch, T. S. (1978). Testing for Autocorrelation in Dynamic Linear Models. Australian Economic Papers, 17(31), 334–355. https://doi.org/https://doi.org/10.1111/j.1467-8454.1978.tb00635.x
Damayanti, C. R., Saifun, M. S., & Hikmah, M. (2020). RGEC Bank’s Performance and Value: Evidence From Indonesia. Proceedings of the 2nd Annual International Conference on Business and Public Administration (AICoBPA 2019), 215–218. https://doi.org/10.2991/aebmr.k.201116.043
DeRigne, L. A., Burki, A., & Stoddard-Dare, P. (2016). Academic Disruption and Substance Use Disorders: University-Based Treatment Facilities. Health & Social Work, 41(3), 201–204. https://doi.org/10.1093/hsw/hlw020
Djamaluddin, S., Sari, I. N., & Herawaty, A. (2019). Effect of Car, ROA, NIM, LDR and NPL on Stock Prices in Banking That Shared Listed In LQ45 Period 2013-2018. International Journal of Innovative Research and Development, 8(7). https://doi.org/10.24940/ijird/2019/v8/i7/jul19047
Dunn, P. K., & Smyth, G. K. (2018). Chapter 8: Generalized Linear Models: Diagnostics. In P. K. Dunn & G. K. Smyth (Eds.), Generalized Linear Models With Examples in R (pp. 297–331). Springer New York. https://doi.org/10.1007/978-1-4419-0118-7_8
Fibriyanti, Y. V., & Nurcholidah, L. (2021). Analysis of Factors That Affect the Financial Performance of Banks. Proceedings of the 3rd Green Development International Conference (GDIC 2020), 511–517. https://doi.org/10.2991/aer.k.210825.087
Iskandar, Y. (2020). The Effects of ROA, ROE, NPL, and Operating Expenses to Operating Revenues on Stock Return at Commercial Banks in Indonesia. Journal of Applied Management (JAM), 18(4), 704–711. https://doi.org/http://dx.doi.org/10.21776/ub.jam.2020.018.04.09
Ives, M. (2015). Financial Statement Analysis. In D. A. Bearfield, E. Berman, & M. J. Dubnick (Eds.), Encyclopedia of Public Administration and Public Policy-5 Volume Set (3rd ed.). Routledge. https://doi.org/https://doi.org/10.1081/E-EPAP3
Jung, H., & Kim, D. (2015). Bank funding structure and lending under liquidity shocks: Evidence from Korea. Pacific-Basin Finance Journal, 33, 62–80. https://doi.org/https://doi.org/10.1016/j.pacfin.2015.02.009
Kremers, J. J. M., Ericsson, N. R., & Dolado, J. J. (1992). The Power of Cointegration Tests. Oxford Bulletin of Economics and Statistics, 54(3), 325–348. https://doi.org/https://doi.org/10.1111/j.1468-0084.1992.tb00005.x
Lakshmi, P., Thenmozhi, M., & Varaiya, N. (2019). Determinants of Aggregate Credit Flows to U.S. Corporate and Noncorporate Sector. SAGE Open, 9(1), 2158244018823082. https://doi.org/10.1177/2158244018823082
Liu, Z.-P. (2013). Regression Analysis. In W. Dubitzky, O. Wolkenhauer, K.-H. Cho, & H. Yokota (Eds.), Encyclopedia of Systems Biology (pp. 1831–1832). Springer New York. https://doi.org/10.1007/978-1-4419-9863-7_397
Rahman, M. M., Hamid, Md. K., & Khan, Md. A. M. (2015). Determinants of Bank Profitability: Empirical Evidence from Bangladesh. International Journal of Business and Management, 10(8). https://doi.org/10.5539/ijbm.v10n8p135
Rehman, Z. U., Muhammad, N., Sarwar, B., & Raz, M. A. (2019). Impact of risk management strategies on the credit risk faced by commercial banks of Balochistan. Financial Innovation, 5(1), 44. https://doi.org/10.1186/s40854-019-0159-8
Rodica, B. (Boanta), Petre, B., & Simon, A. (2020). The Influence of Bank Credit on Financial Structure and Financial Return for the Romanian Companies Active in Car Parts Distribution. Accounting and Finance Research, 9(2), 73. https://doi.org/10.5430/afr.v9n2p73
Salim, K., & Setyawan*, I. R. (2020). Determining Factors of Banking Performance in Indonesia. International Journal of Innovative Technology and Exploring Engineering, 9(5), 1507–1512. https://doi.org/10.35940/ijitee.A5077.039520
Sarker, A. A. (2019). Role of Cash Waqf Deposit (CWD) as an Instrument for Socio-Economic Development: Bangladesh Perspective. In K. M. Ali, M. K. Hassan, & A. elrahman E. S. Ali (Eds.), Revitalization of Waqf for Socio-Economic Development, Volume I (pp. 15–30). Springer International Publishing. https://doi.org/10.1007/978-3-030-18445-2_2
Shawar, K., & Ahmed Siddiqui Associate Professor, D. (2019). Factors Affecting Financial Performance of Insurance Industry in Pakistan. Research Journal of Finance and Accounting, 10(5), 29–41. https://doi.org/10.7176/RJFA
Sibarani, J. L., Ginarti, C., & Surianti, M. (2020). Analysis of Financial Performance of Commercial Banks Listed in Indonesia Stock Exchange. European Journal of Business and Management, 12(3), 136–145. https://doi.org/10.7176/ejbm/12-3-17
Sinkey Jr., J. F. (1975). A Multivariate Statistical Analysis of The Characteristics of Problem Banks. The Journal of Finance, 30(1), 21–36. https://doi.org/https://doi.org/10.1111/j.1540-6261.1975.tb03158.x
Twum, A. K., ZhongMing, T., Agyemang, A. O., Ayamba, E. C., & Chibsah, R. (2021). The impact of internal and external factors of credit risk on businesses: An empirical study of Chinese commercial banks. Journal of Corporate Accounting & Finance, 32(1), 115–128. https://doi.org/https://doi.org/10.1002/jcaf.22482
Williams, M. D., Rana, N. P., & Dwivedi, Y. K. (2015). The unified theory of acceptance and use of technology (UTAUT): a literature review. Journal of Enterprise Information Management, 28(3), 443–488. https://doi.org/10.1108/JEIM-09-2014-0088
Yuhasril, Y. (2019). The Effect of Capital Adequacy Ratio (CAR), Non Performing Loan (NPL), Operational Efficiency (BOPO), Net Interest Margin (NIM), and Loan to Deposit Ratio (LDR), on Return on Assets (ROA). Research Journal of Finance and Accounting, 10(10), 166–176. https://doi.org/10.7176/RJFA