Digital Financial Twins in Islamic Microfinance: Evidence from Conflict-Affected Rural Economies (2020–2025)
DOI:
https://doi.org/10.55324/ijoms.v4i11.1181Keywords:
Digital Financial Twin, Islamic Microfinance, Conflict-Affected, Rural Development, Property Impact, Quasi-Experimental.Abstract
Conflict-affected rural microfinance institutions (MFIs) face significant challenges, such as data scarcity and repayment volatility, which limit their sustainability and outreach. Despite the growing interest in digital technologies, no prior empirical study has evaluated the impact of Digital Financial Twin (DFT) analytics in Shariah-compliant MFIs operating in conflict zones. This study integrates cyber-physical simulation with Islamic microfinance practices to provide the first large-scale evidence on the impact of DFT analytics on financial and poverty outcomes. Using a quasi-experimental design, we combine geospatial conflict data (from ACLED), loan-level records from five Islamic MFIs (N = 48,360 loans across 120 rural districts), and the UNDP Multidimensional Poverty Index. The methods used include multivariate logistic regressions, structural equation modeling (SEM), and GIS mapping, utilizing R (v4.2.2) and lavaan (v0.6-12). Results indicate that DFT deployment is associated with a 5.8 percentage point increase in on-time repayments (OR = 1.27, p < 0.001) and a 5.9 percentage point reduction in default rates (OR = 0.72, p < 0.001). SEM reveals that DFT significantly moderates the effect of conflict intensity (? = 0.29, p < 0.01). GIS heatmaps show that DFT enables sustained outreach in high-conflict areas. This study demonstrates that DFT analytics can improve the performance and resilience of Shariah-compliant MFIs, offering valuable insights for policy regarding digital infrastructure investment in conflict-affected economies.
References
Ahmed, H., & Jamal, A. (2021). Evaluating Islamic microfinance in fragile settings: Evidence from conflict-affected regions. Journal of Development Finance, 8(2), 71–89. https://doi.org/10.1016/j.jdf.2021.07.004
Ali, K., Mahmood, N., & Ullah, H. (2022). Shariah-compliant microfinance and financial resilience: A systematic review. International Journal of Islamic Economics, 14(1), 45–61. https://doi.org/10.1108/IJIE-10-2022-0019
Beer, S. (1979). The heart of enterprise. Wiley.
Boston Consulting Group. (2022). Digital financial twins: A strategic blueprint for adaptive finance. https://www.bcg.com/publications/2022/digital-twin-technology-financial-resilience
Capgemini. (2023). Harnessing digital twins for financial transformation. https://www.capgemini.com/solutions/digitaltwinforfinance/
Consultative Group to Assist the Poor. (2021). Islamic microfinance: An emerging market niche. https://www.cgap.org/research/publication/islamic-microfinance-emerging-market-niche
Chowdhury, M. (2024). The rise of digital twin technologies in financial analytics. Journal of Financial Innovation, 18(1), 35–59. https://doi.org/10.1016/j.jfi.2023.12.001
Dusuki, A. W. (2021). Principles of Islamic social finance: A contemporary reinterpretation. Review of Islamic Economics, 29(2), 139–158. https://doi.org/10.52282/RIE2021292
Grieves, M., & Vickers, J. (2017). Digital twin: Mitigating unpredictable, undesirable emergent behavior in complex systems. In Transdisciplinary perspectives on complex systems (pp. 85–113). Springer. https://doi.org/10.1007/978-3-319-38756-7_4
Holland, J. H. (1992). Adaptation in natural and artificial systems. MIT Press.
Karim, N., Tarazi, M., & Reille, X. (2021). Islamic microfinance: An emerging market niche. Consultative Group to Assist the Poor.
Karlan, D., McConnell, M., Mullainathan, S., & Zinman, J. (2016). Getting to the top of mind: How reminders increase saving. Management Science, 62(12), 3393–3411. https://doi.org/10.1287/mnsc.2015.2296
Mian, M., Yusuf, K., & Adepoju, J. (2021). Risk exposure and operational continuity of MFIs in fragile economies. Finance in Developing Nations, 7(3), 113–132. https://doi.org/10.1080/20421345.2021.1874531
Nofriansyah, D., Rizki, A., & Wibowo, Y. (2022). Islamic microfinance and rural poverty: Evidence from Indonesian provinces. Asian Economic Review, 64(4), 122–138. https://doi.org/10.2139/ssrn.4182057
Obaidullah, M., & Khan, T. (2008). Islamic microfinance development: Challenges and initiatives. Islamic Research and Training Institute.
Raleigh, C., Linke, A., Hegre, H., & Karlsen, J. (2023). Armed Conflict Location & Event Data Project (ACLED): Methods and applications. Conflict Management and Peace Science, 40(1), 67–85. https://doi.org/10.1177/07388942211009813
United Nations Development Programme. (2024). Afghanistan human development report 2024: Navigating fragility. https://www.undp.org/afghanistan
World Bank. (2023). Poverty and equity brief: Afghanistan. https://www.worldbank.org/en/country/afghanistan/publication/poverty-and-equity-brief-afghanistan
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