The Effect of Macroeconomic and Bank-Specific Factors on the Level of Non-Performing Loans in Ghana: Panel Data Regression Analysis
DOI:
https://doi.org/10.61194/ijtc.v5i3.1733Keywords:
Non-Performing Loans, Bank-Specific Factors, Ghanaian Banking Industry, Financial Stability, Economic GrowthAbstract
Non-performing loans has posed persistent challenge in Ghana impacting negatively on financial stability and economic growth. Studies have been conducted on NPLs focusing on external factors. However, the real impact of internal determinants has not been explored in the Ghanaian context. This work investigates the effect of macroeconomic and bank-specific variables on NPLs in the Ghana, using existing data from published financial reports of nine firms from 2008 to 2021. This study focuses on NPLs as proxies for the dependent variable, while GDP growth rate, bank’s size, capital adequacy, and unemployment are used as predictor variables. The random effects technique was employed for examination using Ordinary Least Squares. The discoveries prove that GDP has insignificant negative influence on NPLs, whilst bank size and capital adequacy have positive and statistically significant effect on NPLs. Again, unemployment has statistically significant effect on NPLs and bank performance. Banks need to strengthen credit risk management frameworks, particularly for larger institutions, and refine the capital adequacy strategies to align with actual risk exposure. This calls for regulators to adjust capital requirements and explore employment support mechanisms to mitigate the complex relationship between unemployment and NPLs, ensuring that policies are tailored to suit local conditions.
References
Abimbola, E. (2020). Impact of Non-Performing Loan on Bank Performance in Nigeria: A Case Study of Selected Deposit Money Banks. Journal of business & economic policy, 7(4), 56-70. doi:10.30845/jbep.v7n4p7
Abiodun, S. W., Abdul-Azeez, A. A., & Adewale, Y. L. (2020). Determinants of capital adequacy of Nigerian banks. Market Forces, 15(1). https://doi.org/10.51153/mf.v15i1.405
Abraham, H. (2008). Bank runs: A risk mismanagement perspective: A Note. South African Journal of Business Management, 39(4), 63-65. https://doi.org/10.4102/sajbm.v39i4.572
Agarwala, V., & Agarwala, N. (2019). A critical review of non-performing assets in the Indian banking industry. Emerald Publishing Limited, 13(2), 12-23. https://doi.org/10.1108/ramj-08-2019-0010
Akber, S. M. (2019). Relationship between profitability and non-performing loan and a comparative financial performance analysis of shari’ah based banks of Bangladesh. Indian Journal of Finance and Banking, 3(2), 32-42. https://doi.org/10.46281/ijfb.v3i2.448
Akinlo, A. E., & Emmanuel, O. (2020). The Effect of Economic Variables on Non-Performing Loans in Nigerian Banks. Journal of Economic Perspectives, 34(3), 150-170. https://doi.org/2157-0175
Dewi, E. T., & Srihandoko, W. (2018). Pengaruh risiko kredit dan risiko likuiditas terhadap profitabilitas bank: Studi kasus pada bank BUMN periode 2008-2017. Jurnal Ilmiah Manajemen Kesatuan, 6(3), 131-138. https://doi.org/10.37641/jimkes.v6i3.294
Dou, W W., Lo, A W., Muley, A., & Uhlig, H. (2020). Macroeconomic Models for Monetary Policy: A Critical Review from a Finance Perspective. Annual Reviews, 12(1), 95-140. https://doi.org/10.1146/annurev-financial-012820-025928
Drost, T., & Sikken, B. J. (2015). Non-Traditional Risk Sources and Financial System Resilience. Duisenberg Strategy Series, (201501). https://doi.org/10.2139/ssrn.2637782
Fernández, J. M. M. (2020). Non-Performing Loans, financial stability, and banking competition: Evidence for listed and non-listed Eurozone banks. Hacienda Publica Espanola, (232), 29-52. https://doi.org/10.7866/hpe-rpe.20.1.2
Gadzo, S. G. (2018). Non-Performing Loan and Liquidity of Universal Banks: Does Minimum Capital Requirement Matters?. The Journal of Social Sciences Research, 4(12), 792-801. https://doi.org/10.32861/jssr.412.792.801
Garg, A. (2016). A study on management of non-performing assets in context of Indian banking system. International Journal of Engineering Technologies and Management Research, 11, 15-25. https://doi.org/10.5281/zenodo.221331
Gaur, D., & Mohapatra, D. R. (2021). The nexus of economic growth, priority sector lending and non-performing assets: case of Indian banking sector. South Asian Journal of Business Studies, 10(1), 70-90. https://doi.org/10.1108/sajbs-01-2020-0010
Ghosh, A. (2017). Impact of non-performing loans on US product and labor markets. Journal of Financial Economic Policy, 9(3), 302-323. https://doi.org/10.1108/jfep-01-2017-0003
Ghosh, S., & Dutta, S. (2015). Mergers and acquisitions in Indian banking sector: Pre-post analysis of performance parameters. International Organization of Scientific Research in Journal of Business and Management, 17(3), 1-9. https://doi.org/10.9790/487X-17320109
Gyamerah, I. A., & Amoah, B. (2015). Determinants of bank profitability in Ghana. International Journal of Accounting and Financial Reporting, 5(1), 173-187. https://doi.org/10.5296/ijafr.v5i1.7368
Hasan, M. Z. (2019). Causality Between GPD Growth and Non-Performing Loans in Bangladesh: A Toda-Yamamoto Approach. International Journal of Finance and Banking Research, 5(5), 126-131. https://doi.org/10.11648/j.ijfbr.20190505.12
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. https://doi.org/10.1108/ajar-10-2019-0080
Kumar, R. R., Stauvermann, P. J., Patel, A., & Prasad, S. S. (2018). Determinants of non-performing loans in banking sector in small developing island states: A study of Fiji. Accounting Research Journal, 31(2), 192-213. https://doi.org/10.1108/arj-06-2015-0077
Martiningtiyas, C. R., & Nitinegeri, D. T. (2020, September). The effect of non-performing loans on profitability in banking sector in Indonesia. In International Conference on Management, Accounting, and Economy (ICMAE 2020) (pp. 64-67). Atlantis Press. https://doi.org/10.2991/aebmr.k.200915.016
Michael, E. I., Etukafia, N. I., Akpabio, E. E., & Etuk, M. I. (2018). Capital adequacy and the value of banks in Nigeria: a post-consolidation review. Journal of Finance and Bank Management, 6(2), 64-75. https://doi.org/10.15640/jfbm.v6n2a7
Morrison, C., & White, A. (2017). Macroeconomic Factors and Banking Sector Performance: Evidence from the EU. European Journal of Finance, 23(5), 389-410.
Nnanna, O. J., & Ojo, A. O. (2018). Bank-specific factors influencing Non-Performing Loans in Nigerian financial institutions. African Review of Economics and Finance, 10(1), 45-62.
Olarewaju, O. M. (2020). Investigating the factors affecting nonperforming loans in commercial banks: The case of African lower middle‐income countries. African Development Review, 32(4), 744-757. https://doi.org/10.1111/1467-8268.12475
Ozili, P. K. (2019). Non-performing loans and financial development: new evidence. The Journal of Risk Finance, 20(1), 59-81. https://doi.org/10.1108/jrf-07-2017-0112
Park, C. Y., & Shin, K. (2020). The Impact of Nonperforming Loans on Cross-Border Bank Lending: Implications for Emerging Market Economies (No. 136). Manila, Philippines: Asian Development Bank. https://doi.org/10.22617/brf200165-2
Poudel, S. R. (2018). Impact of credit risk on profitability of commercial banks in Nepal. Journal of Applied and Advanced Research, 3(6), 161-170. https://doi.org/10.21839/jaar.2018.v3i6.230
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. https://doi.org/10.52728/ijtc.v1i3.99
Thesen, G., & Yildirim, T. M. (2023). Electoral systems and gender inequality in political news: Analyzing the news visibility of members of parliament in Norway and the UK. American Political Science Review, 117(2), 575-590. https://doi.org/10.1017/s0003055422000776
Thomas, R., & Singh Thakur, S. (2023). Non-performing loans and moral hazard in the Indian banking sector: A threshold panel regression approach. Global Business Review, 24(6), 1482-1499. https://doi.org/10.1177/0972150920926135
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