The Effectiveness of Risk Management Practices in Financial Institutions: A Meta-Analysis

Ririn Apriana M. Nur

doi:10.62207/hexpj005

Authors

Ririn Apriana M. Nur Universitas Muhammadiyah Luwuk, Central Sulawesi, Indonesia Author

DOI:

https://doi.org/10.62207/hexpj005

Keywords:

Risk Management, Meta-Analysis, Financial Institutions, Systematic Literature Review, PRISMA, Effectiveness, Credit Risk, Market Risk, Liquidity Risk, Operational Risk.

Abstract

This research aims to evaluate the effectiveness of risk management practices in financial institutions through a meta-analysis approach to published studies. Using a systematic literature review methodology and PRISMA guidelines, this research identifies and analyzes data from a number of relevant studies, covering various types of risk such as credit, market, liquidity and operational risks. The results show that although risk management practices are generally effective, there are significant variations in such effectiveness depending on the type of financial institution and geographic context. These findings underscore the importance of adapting risk management practices to suit the specific characteristics of the institution and the risk environment it faces. This research also makes a theoretical contribution by filling the gap in the literature regarding the systematic evaluation of risk management practices, as well as offering practical implications that can be used for policy development in the financial sector.

References

Abiola, A. (2023). Relationship between corporate governance practices and credit risk in banking. IJMRM, 1(1). https://doi.org/10.47604/ijmrm.2098

Abu-Rumman, A. (2021). The impact of risk management on financial performance of banks: the case of jordan. Turkish Journal of Computer and Mathematics Education (Turcomat), 12(5), 1332-1342. https://doi.org/10.17762/turcomat.v12i5.2024

Acharya, V. and Ryan, S. (2016). Banks’ financial reporting and financial system stability. Journal of Accounting Research, 54(2), 277-340. https://doi.org/10.1111/1475-679x.12114

Acharya, V. and Viswanathan, S. (2010). Leverage, moral hazard and liquidity.. https://doi.org/10.3386/w15837

Alabi, A. (2023). Risk management in africa's financial landscape: a review. International Journal of Advanced Economics, 5(8), 239-257. https://doi.org/10.51594/ijae.v5i8.573

Alfarra, A., Xia, H., & Ahmed, J. (2017). Palestine banks sector ability to apply credit risk management according to basel iii. Destech Transactions on Social Science Education and Human Science, (seme). https://doi.org/10.12783/dtssehs/seme2016/5463

Aliu, M., Sahiti, A., & Kalimashi, A. (2019). Risk management of commercial banks in kosovo. International Journal of Economics and Business Administration, VII(Issue 4), 197-212. https://doi.org/10.35808/ijeba/339

Aloqab, A., Alobaidi, F., & Raweh, B. (2018). Operational risk management in financial institutions: an overview. Business and Economic Research, 8(2), 11. https://doi.org/10.5296/ber.v8i2.12681

Barua, B. and Barua, S. (2020). Covid-19 implications for banks: evidence from an emerging economy. Sn Business & Economics, 1(1). https://doi.org/10.1007/s43546-020-00013-w

Chen, Y. (2023). The impact of macroeconomic factors on bank credit risk. Advances in Economics Management and Political Sciences, 53(1), 79-84. https://doi.org/10.54254/2754-1169/53/20230799

Dibra, R. and Bezo, Y. (2021). Corporate governance and credit risk in the banking sector. Review of Economics and Finance, 19, 347-350. https://doi.org/10.55365/1923.x2021.19.35

Dong, Y. (2023). A novel financial risk identification and management method of commercial bank with emerging technology. Highlights in Business Economics and Management, 16, 584-591. https://doi.org/10.54097/hbem.v16i.10668

Farhood, A. (2023). Analyze the efficiency of banking risk management in banks operating in the local environment through the application of basel standards in financial risk management. International Academic Journal of Social Sciences, 10(2), 39-52. https://doi.org/10.9756/iajss/v10i2/iajss1011

Hidayat, T., Masyita, D., Nidar, S., Febrian, E., & Ahmad, F. (2021). The effect of covid-19 to credit risk and capital risk of state-owned bank in indonesia: a system dynamics model. Wseas Transactions on Business and Economics, 18, 1121-1136. https://doi.org/10.37394/23207.2021.18.106

Hunjra, A., Mehmood, A., Nguyen, H., & Tayachi, T. (2020). Do firm-specific risks affect bank performance?. International Journal of Emerging Markets, 17(3), 664-682. https://doi.org/10.1108/ijoem-04-2020-0329

Jianfu, S. (2023). Analyzing the role of liquidity and credit risk management on the performance of financial institutions: a case of emerging economy. CISSMP, 2(1). https://doi.org/10.61503/cissmp.v2i1.29

Judijanto, L. (2023). Mapping the financial risk management landscape: a bibliometric analysis of recent trends and influential contributions. West Science Business and Management, 1(05), 441-450. https://doi.org/10.58812/wsbm.v1i05.484

Khan, W. and Tahir, M. (2021). Comparative analysis of risk management practices of commercial banks in afghanistan. JBR, 09(01), 110-122. https://doi.org/10.53369/jnfv3616

Kumar, D. (2024). Analyzing the impact of machine learning algorithms on risk management and fraud detection in financial institution. International Journal of Research Publication and Reviews, 5(5), 1797-1804. https://doi.org/10.55248/gengpi.5.0524.1135

Mengze, H. and Li, W. (2013). A comparative study on environment credit risk management of commercial banks in the asia‐pacific region. Business Strategy and the Environment, 24(3), 159-174. https://doi.org/10.1002/bse.1810

Mishchenko, S., Naumenkova, S., Mishchenko, V., & Dorofeiev, D. (2021). Innovation risk management in financial institutions. Investment Management and Financial Innovations, 18(1), 190-202. https://doi.org/10.21511/imfi.18(1).2021.16

Mitoi, E., Tudor, G., & Țurlea, I. (2021). Model risk and importance of validation., 499-509. https://doi.org/10.24818/basiq/2021/07/064

Mughal, R. (2022). Nexus between risk management and financial performance of conventional bank in pakistan. Does Value Co-Creation Impacts Customer Loyalty and Repurchase Intention?, 18(2). https://doi.org/10.46745/ilma.jbs.2022.18.02.05

Mwangi, M. (2024). The role of machine learning in enhancing risk management strategies in financial institutions. IJMRM, 2(1), 44-53. https://doi.org/10.47604/ijmrm.2643

Payal, R., Ahmed, S., & Debnath, R. (2019). Impact of knowledge management on organizational performance. Vine Journal of Information and Knowledge Management Systems, 49(4), 510-530. https://doi.org/10.1108/vjikms-07-2018-0063

Riahi, Y. and Hammami, Y. (2019). Accounting information and financial institutions’ credit spreads: the case of tunisia. Journal of Applied Accounting Research, 20(1), 2-21. https://doi.org/10.1108/jaar-06-2017-0065

Saeidi, P., Saeidi, S., Gutierrez, L., Štreimikienė, D., Alrasheedi, M., Saeidi, S., … & Mardani, A. (2020). The influence of enterprise risk management on firm performance with the moderating effect of intellectual capital dimensions. Economic Research-Ekonomska Istraživanja, 34(1), 122-151. https://doi.org/10.1080/1331677x.2020.1776140

Samuel, A. (2023). Risk management in nigerian banking industry: a case study of the union bank plc. The International Journal of Business & Management. https://doi.org/10.24940/theijbm/2023/v11/i8/bm2308-001

Sardar, S. (2023). Risk management in islamic banking system: an overview of current modules. Journal of Religious and Social Studies, 3(1 Jan-Jun), 11-26. https://doi.org/10.53583/jrss05.02.2023

Sarwar, M. (2023). Factors affecting performance of financial institutions: a case study of afghanistan international bank. Integrated Journal for Research in Arts and Humanities, 3(6), 183-190. https://doi.org/10.55544/ijrah.3.6.21

Serwadda, I. (2018). Impact of credit risk management systems on the financial performance of commercial banks in uganda. Acta Universitatis Agriculturae Et Silviculturae Mendelianae Brunensis, 66(6), 1627-1635. https://doi.org/10.11118/actaun201866061627

Smaradhani, I., Hubeis, A., & Hidayatulloh, F. (2023). Knowledge management infrastructure on organizational performance in Indonesian science institutions (lipi): mediation effects of knowledge management process. Journal of Business and Management Applications. https://doi.org/10.17358/jabm.9.2.397

Yang, J. and Zhou, Y. (2011). Credit risk spillovers among financial institutions around the global credit crisis: firm-level evidence. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.1725697