Digital Transformation Risk Management in Credit Channeling

Adelya Hidayati, Purwatiningsih Lisdiono

Abstract


This study aims to evaluate the implementation of credit risk management at Bank XYZ in the context of providing credit through channeling cooperation with P2P platforms. Using a qualitative research method with a case study approach, the study involves senior employees and key officials of Bank XYZ directly involved in credit risk management practices, as well as partner institutions. Data collection is conducted through document analysis and interviews, utilizing primary and secondary data. The findings reveal that while Bank XYZ has successfully integrated digital technology to streamline its credit provision processes, significant challenges remain in managing credit risk due to borrower defaults, ensuring data security, and maintaining regulatory compliance. Although comprehensive risk identification processes, strict data security policies, and robust access controls are in place, improvements are needed in updating risk analysis procedures and regularly reassessing risk appetite and tolerance. This research provides valuable insights for companies to enhance their credit risk management practices and for regulators to formulate appropriate policies for the fintech industry. Supported by the ISO 31000 framework, the study aims to enhance the robustness of risk management practices at Bank XYZ, aligning them with international best practices in risk management.

DOI: https://doi.org/10.26905/afr.v7i1.10334

 

  

Keywords


Credit Channeling, Digital Transformation, P2P Lending, and Risk Management

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References


Aguayo, F. Z., & ´Slusarczyk, B. (2020). Risks of banking services’ digitalization: The practice of diversification and sustainable development goals. Sustainability (Switzerland), 12(10). https://doi.org/10.3390/SU12104040

Al-alawi, A. I., & Al-Bassam, S. A. (2020). The Significance of Cybersecurity System in Helping Managing Risk in Banking and Financial Sector. Journal of Xidian University, 14(7). https://doi.org/10.37896/jxu14.7/174

Diener, F., & Špaček, M. (2021). Digital transformation in banking: A managerial perspective on barriers to change. Sustainability (Switzerland), 13(4), 1–26. https://doi.org/10.3390/su13042032

Dorfleitner, G., Hornuf, L., Schmitt, M., & Weber, M. (2017). Definition of FinTech and Description of the FinTech Industry. FinTech in Germany, 1–121. https://doi.org/10.1007/978-3-319-54666-7

Fachryana, F. A. H. (2020). Manajemen Risiko Strategis Bank Syariah. … Manajemen, Ekonomi, Keuangan …, 1(2), 61–66. http://ejurnal.poltekkutaraja.ac.id/index.php/meka/article/view/26%0Ahttps://ejurnal.poltekkutaraja.ac.id/index.php/meka/article/download/26/22

Filotto, U., Caratelli, M., & Fornezza, F. (2021). Shaping the digital transformation of the retail banking industry. Empirical evidence from Italy. European Management Journal, 39(3), 366–375. https://doi.org/10.1016/j.emj.2020.08.004

Garg, P., Gupta, B., Chauhan, A. K., Sivarajah, U., Gupta, S., & Modgil, S. (2021). Measuring the perceived benefits of implementing blockchain technology in the banking sector. Technological Forecasting and Social Change, 163(June), 120407. https://doi.org/10.1016/j.techfore.2020.120407

Ghelani, D., Kian Hua, T., Kumar, S., & Koduru, R. (2022). Cyber Security Threats, Vulnerabilities, and Security Solutions Models in Banking. American Journal of Computer Science and Technology, x, No. x, x–x. https://doi.org/10.11648/j.xxx.xxxxxxxx.xx

Grassi, L., Figini, N., & Fedeli, L. (2022). How does a data strategy enable customer value? The case of FinTechs and traditional banks under the open finance framework. Financial Innovation, 8(1). https://doi.org/10.1186/s40854-022-00378-x

Hac, L. D., Huy, D. T. N., Thach, N. N., Chuyen, B. M., Nhung, P. T. H., Thang, T. D., & Anh, T. T. (2021). Enhancing risk management culture for sustainable growth of Asia commercial bank -ACB in Vietnam under mixed effects of macro factors. Entrepreneurship and Sustainability Issues, 8(3), 291–307. https://doi.org/10.9770/jesi.2021.8.3(18)

Huang, R. H., & Wang, C. M. (2023). FinTech-Bank Partnership in China’s Credit Market: Models, Risks and Regulatory Responses. European Business Organization Law Review, 24(4), 721–755. https://doi.org/10.1007/s40804-023-00269-3

Ionașcu, A. E., Gheorghiu, G., Spătariu, E. C., Munteanu, I., Grigorescu, A., & Dănilă, A. (2023). Unraveling Digital Transformation in Banking: Evidence from Romania. Systems, 11(11). https://doi.org/10.3390/systems11110534

Irsyad, F. R., Siregar, F. A., Marbun, J., & Hasyim. (2024). Menghadapi Era Baru : Strategi Perbankan Dalam Menghadapi Perubahan Pasar Dan Teknologi Di Indonesia. Transformasi: Journal of Economics and Business Management, 3(2), 1–18.

Jayalath, J. A. R. C., & Premaratne, S. C. (2021). Analysis of Key Digital Technology Infrastructure and Cyber Security Consideration Factors for Fintech Companies. International Journal of Research Publications, 84(1). https://doi.org/10.47119/ijrp100841920212246

Kitsios, F., Giatsidis, I., & Kamariotou, M. (2021). Digital transformation and strategy in the banking sector: Evaluating the acceptance rate of e-services. Journal of Open Innovation: Technology, Market, and Complexity, 7(3). https://doi.org/10.3390/joitmc7030204

Lottu, O. A., Abdul, A. A., Daraojimba, O. D., Alabi, A. M., John-Ladega, A. A., & Daraojimba, C. (2023). Digital Transformation in Banking: a Review of Nigeria’S Journey To Economic Prosperity. International Journal of Advanced Economics, 5(8), 215–238. https://doi.org/10.51594/ijae.v5i8.572

Mhlanga, D. (2020). Industry 4.0 in finance: the impact of artificial intelligence (ai) on digital financial inclusion. International Journal of Financial Studies, 8(3), 1–14. https://doi.org/10.3390/ijfs8030045

Mishchenko, S., Naumenkova, S., Mishchenko, V., & Dorofeiev, D. (2021). Innovation risk management in financial institutions. Investment Management and Financial Innovations, 18(1), 191–203. https://doi.org/10.21511/imfi.18(1).2021.16

OJK. (2021). Akselerasi Transformasi Digital Perbankan.

OJK. (2019). Fintech Lending in Indonesia: Accelerating Financial Inclusion

Omarini, A. (2017). The Digital Transformation in Banking and The Role of FinTechs in the New Financial Intermediation Scenario. International Journal of Finance, Economics and Trade, 85228, 1–6. https://doi.org/10.19070/2643-038x-170001

Saeed, S., Altamimi, S. A., Alkayyal, N. A., Alshehri, E., & Alabbad, D. A. (2023). Digital Transformation and Cybersecurity Challenges for Businesses Resilience: Issues and Recommendations. Sensors, 23(15), 1–20. https://doi.org/10.3390/s23156666

Sapian, S. M., Abdulkadir, N., & Norhazlina Ibrahim. (2021). Trade finance in digital era: Can FinTech harness the current risks and challenges? The Journal of Muamalat and Islamic Finance Research, September, 78–89. https://doi.org/10.33102/jmifr.v18i1.331

Settembre-Blundo, D., González-Sánchez, R., Medina-Salgado, S., & García-Muiña, F. E. (2021). Flexibility and Resilience in Corporate Decision Making: A New Sustainability-Based Risk Management System in Uncertain Times. Global Journal of Flexible Systems Management, 22(December), 107–132. https://doi.org/10.1007/s40171-021-00277-7

Shabri, H., Azlina, N., & Said, M. (2022). Transformasi Digital Industri Perbankan Syariah Indonesia. El-Kahfi | Journal of Islamic Economics, 3(02), 1–7. https://doi.org/10.58958/elkahfi.v3i02.88

Shanti, R., Siregar, H., Zulbainarni, N., & Tony. (2023). Role of Digital Transformation on Digital Business Model Banks. Sustainability (Switzerland), 15(23). https://doi.org/10.3390/su152316293

Shehadeh, M., Atta, A. A. B., Barrak, T. Al, Lutfi, A., & Alrawad, M. (2024). Digital transformation: An empirical analysis of operational efficiency, customer experience, and competitive advantage in Jordanian Islamic banks. Uncertain Supply Chain Management, 12(2), 695–708. https://doi.org/10.5267/j.uscm.2024.1.015

Utami, G. M. W., & Permatasari, P. (2023). Corporate Sustainability Strategy Berdasarkan Pengungkapan Pada Laporan Keberlanjutan First Movers on Sustainable Banking. AFRE Accounting and Financial Review, 6(1), 127–138.

Vučinić, M., & Luburić, R. (2022). Fintech, Risk-Based Thinking and Cyber Risk. Journal of Central Banking Theory and Practice, 11(2), 27–53. https://doi.org/10.2478/jcbtp-2022-0012

Wang, V., Nnaji, H., & Jung, J. (2020). Internet banking in Nigeria: Cyber security breaches, practices and capability. International Journal of Law, Crime and Justice, 62, 1–39. https://doi.org/10.1016/j.ijlcj.2020.100415

Weerawarna, R., Miah, S. J., & Shao, X. (2023). Emerging advances of blockchain technology in finance: a content analysis. Personal and Ubiquitous Computing, 27(4), 1495–1508. https://doi.org/10.1007/s00779-023-01712-5

Zhu, Y., & Jin, S. (2023). COVID-19, Digital Transformation of Banks, and Operational Capabilities of Commercial Banks. Sustainability (Switzerland), 15(11). https://doi.org/10.3390/su15118783




DOI: https://doi.org/10.26905/afr.v7i1.10344

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