
(2) Farida Rahmawati

*Corresponding author
AbstractThis study examines the influence of technological infrastructure and regulatory quality on financial inclusion across six middle-income ASEAN economies over the 2011-2024 period. A Fixed Effects estimator with Driscoll-Kraay corrected standard errors is employed to address cross-sectional dependence and non-constant error variance. Both financial inclusion and technological infrastructure are operationalized as PCA-derived composite indices, while the Regulatory Quality Index serves as the measure for institutional quality. Empirical results indicate that regulatory quality exerts a positive and statistically significant effect on financial inclusion, whereas technological infrastructure yields no significant impact. With respect to the control variables, GDP per capita and urban population share positively and significantly shape financial inclusion outcomes, while inflation exerts a negative and significant effect. Overall, these findings suggest that institutional quality, economic capacity, and structural conditions are more consistent drivers of financial inclusion than digital infrastructure availability alone. The findings further indicate that the contribution of technological development is contingent upon supportive regulatory frameworks and stable macroeconomic conditions. Accordingly, policies aimed at expanding financial inclusion should integrate digital infrastructure development with institutional strengthening, macroeconomic stability, and efforts to address structural disparities in access.
KeywordsASEAN; financial inclusion; macroeconomic; regulatory quality; technological infrastructure
|
DOIhttps://doi.org/10.33122/ejeset.v7i1.1405 |
Article metricsAbstract views : 33 |
Cite |
References
Abdullahi, F. A., & Aliyu, Z. (2025). A COMPARATIVE ANALYSIS OF DIGITAL LITERACY AMONG RURAL AND URBAN STUDENTS. International Journal of Modeling and Applied Science Research. https://doi.org/10.70382/caijmasr.v7i9.004
Abor, J. Y., Dwumfour, R. A., Agbloyor, E. K., & Pan, L. (2024). Foreign direct investment and inclusive finance: do financial markets and quality of institutions matter? Empirical Economics, 67(2), 773–815. https://doi.org/10.1007/s00181-024-02567-2
Anarfo, E. B., Abor, J. Y., & osei, K. A. (2020). Financial regulation and financial inclusion in Sub-Saharan Africa: Does financial stability play a moderating role? Research in International Business and Finance, 51, 101070. https://doi.org/10.1016/j.ribaf.2019.101070
Arner, D. W., Buckley, R. P., Zetzsche, D. A., & Veidt, R. (2020). Sustainability, FinTech and Financial Inclusion. European Business Organization Law Review, 21(1), 7–35. https://doi.org/10.1007/s40804-020-00183-y
Banda, T., & Kumarasamy, M. (2020). Application of Multivariate Statistical Analysis in the Development of a Surrogate Water Quality Index (WQI) for South African Watersheds. Water, 12(6), 1584. https://doi.org/10.3390/w12061584
Başar, D., Keskin, H., Esen, E., Merter, A. K., & Balcıoğlu, Y. S. (2025). Digital Financial Literacy and Savings Behavior: A Comprehensive Cross-Country Analysis of FinTech Adoption Patterns and Economic Outcomes Across 12 Nations. Borsa Istanbul Review. https://doi.org/10.1016/j.bir.2025.09.004
Basnayake, D., Naranpanawa, A., Selvanathan, S., & Bandara, J. S. (2025). Financial inclusion and institutional quality: Catalysts for economic growth in Asia-Pacific countries. World Development Perspectives, 37, 100670. https://doi.org/10.1016/j.wdp.2025.100670
Bibi, S., Zada, H., Awan, T., Wong, W.-K., & Khan, N. (2024). Evaluating the moderating role of governance on the relationships between social inclusion, ICT infrastructure, and financial inclusion. Heliyon, 10(13), e33711. https://doi.org/10.1016/j.heliyon.2024.e33711
Cevik, S. (2024). Promise (Un)kept? Fintech and Financial Inclusion. IMF Working Papers, 2024(131), 1. https://doi.org/10.5089/9798400279195.001
Demir, A., Pesqué-Cela, V., Altunbas, Y., & Murinde, V. (2022). Fintech, financial inclusion and income inequality: a quantile regression approach. The European Journal of Finance, 28(1), 86–107. https://doi.org/10.1080/1351847X.2020.1772335
Driscoll, J. C., & Kraay, A. C. (1998). Consistent Covariance Matrix Estimation with Spatially Dependent Panel Data. Review of Economics and Statistics, 80(4), 549–560. https://doi.org/10.1162/003465398557825
Duan, Z., Yuan, F., & Tian, Z. (2024). Evaluating the effects of digital finance on urban poverty. Socio-Economic Planning Sciences, 96, 102099. https://doi.org/10.1016/j.seps.2024.102099
Elsayed, A. H., Guedira, I., Alghussein, T., Almheiri, H., Alomari, M., & Elmassri, M. (2024). The impact of FinTech technology on financial stability of the UAE. Heliyon, 10(19). https://doi.org/10.1016/j.heliyon.2024.e38255
Feyen, E., Frost, J., Gambacorta, L., Natarajan, H., & Saal, M. (2021). Fintech and the digital transformation of financial services: implications for market structure and public policy (117).
Ha, D., Nguyen, M., Nguyen, K., & Şensoy, A. (2025a). Unveiling financial inclusion dynamics: Fintech’s resonance in Association of Southeast Asian Nations (ASEAN). International Journal of Finance & Economics, 30(2), 1348–1371. https://doi.org/10.1002/ijfe.2963
Ha, D., Nguyen, M., Nguyen, K., & Şensoy, A. (2025b). Unveiling financial inclusion dynamics: Fintech’s resonance in Association of Southeast Asian Nations (ASEAN). International Journal of Finance & Economics, 30(2), 1348–1371. https://doi.org/10.1002/ijfe.2963
Ha, D., & Nguyen, Y. (2023). Institutional quality’s influence on financial inclusion’ impact on bank stability. Cogent Economics & Finance, 11(1). https://doi.org/10.1080/23322039.2023.2190212
Hosen, M. E., Alam Siddik, M. N., & Miah, M. F. (2025). Exploring the impact of financial literacy and financial inclusion on financial stability: An analysis using machine learning approaches. Borsa Istanbul Review, 100763. https://doi.org/10.1016/j.bir.2025.11.004
Hussain, S., Gul, R., & Ullah, S. (2023). Role of financial inclusion and ICT for sustainable economic development in developing countries. Technological Forecasting and Social Change, 194, 122725. https://doi.org/10.1016/j.techfore.2023.122725
Iatzaz Ul Hassan, M., WU, M., Lu, J., Sohu, J. M., Ali, S., Anjum, H. N., & Bilal, M. (2025). Financial technology and banking performance in developing countries: evidence from an advanced quantile regression approach. Humanities and Social Sciences Communications, 12(1), 1455. https://doi.org/10.1057/s41599-025-05571-8
Jolliffe, I. T., & Cadima, J. (2016). Principal component analysis: a review and recent developments. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 374(2065), 20150202. https://doi.org/10.1098/rsta.2015.0202
Kolinets, L. (2023). International Financial Markets of the Future: Technological Innovations and Their Impact on the Global Financial System. Futurity of Social Sciences, 4–19. https://doi.org/10.57125/FS.2023.09.20.01
Kusumastuti, A., & Nuryani, A. (2020). Digital Literacy Levels in ASEAN (Comparative Study on ASEAN Countries). Proceedings of the Proceedings of the 13th International Interdisciplinary Studies Seminar, IISS 2019, 30-31 October 2019, Malang, Indonesia. https://doi.org/10.4108/eai.23-10-2019.2293047
Levine, R. (1997). Financial Development and Economic Growth: Views and Agenda. In Journal of Economic Literature (Vol. 35, Number 2). http://www.jstor.org/stable/2729790
Malik, A. H., Md Isa, A. H. bin, Jais, M. bin, Ur Rehman, A., & Ali Khan, M. (2022). Financial stability of Asian Nations: Governance quality and financial inclusion. Borsa Istanbul Review, 22(2), 377–387. https://doi.org/10.1016/j.bir.2021.05.005
Montano, V., Sabroso, L., & Torres, R. (2024). The Governance-FDI Nexus: A Factor-Augmented Fixed Effect Analysis of ASEAN World Governance Indicators and Foreign Direct Investment Inflows. Journal of Economics, Finance And Management Studies, 07(08). https://doi.org/10.47191/jefms/v7-i8-23
Nasir, M. A., & Du, M. (2018). Integration of Financial Markets in Post Global Financial Crises and Implications for British Financial Sector: Analysis Based on A Panel VAR Model. Journal of Quantitative Economics, 16(2), 363–388. https://doi.org/10.1007/s40953-017-0087-2
Ngo, V. M., Van Nguyen, P., Nguyen, H. H., Thi Tram, H. X., & Hoang, L. C. (2023). Governance and monetary policy impacts on public acceptance of CBDC adoption. Research in International Business and Finance, 64, 101865. https://doi.org/10.1016/j.ribaf.2022.101865
Nugrohowati, R. N. I., & Ash Shidiqie, J. S. (2025). Impact of financial inclusion and institutional quality on banking stability: Lessons from the Asia region. Economic Journal of Emerging Markets, 12–29. https://doi.org/10.20885/ejem.vol17.iss1.art2
Ramadhan, A., Vidianto, M. A., Muharam, H., & Mawardi, W. (2025). Fintech and Financial Inclusion: Evidence from Emerging Markets. Research Horizon, 5(3), 599–612. https://doi.org/10.54518/rh.5.3.2025.598
Rüttenauer, T., & Ludwig, V. (2023). Fixed Effects Individual Slopes: Accounting and Testing for Heterogeneous Effects in Panel Data or Other Multilevel Models. Sociological Methods & Research, 52(1), 43–84. https://doi.org/10.1177/0049124120926211
Saidi, H. (2025). Digital Pathways to Stability: A Cross-Country Analysis of the Fintech–Inclusion–Stability Nexus Across Selected Countries. Economies, 14(1), 8. https://doi.org/10.3390/economies14010008
Sebai, M., Talbi, O., & Guerchi-Mehri, H. (2025). Optimal financial inclusion for financial stability: Empirical insight from developing countries. Finance Research Letters, 71, 106467. https://doi.org/10.1016/j.frl.2024.106467
Serbulova, N. (2021). Fintech as a transformation driver of global financial markets. E3S Web of Conferences, 273, 08097. https://doi.org/10.1051/e3sconf/202127308097
Setyanti, A. M., Prestianawati, S. A., & Fawwaz, M. (2025). Rural-Urban Disparities in Digital Technology Access in Indonesia: Evidence from SUSENAS Household Data. Jurnal Kommunity Online, 6(2), 186–199. https://doi.org/10.15408/jko.v6i2.46031
Vo, D. H. (2024). Does institutional quality matter for financial inclusion? International evidence. PLOS ONE, 19(2), e0297431. https://doi.org/10.1371/journal.pone.0297431
Vo, D. H. (2025). Long-term effects of institutional quality on financial inclusion in Asia–Pacific countries. Financial Innovation, 11(1), 59. https://doi.org/10.1186/s40854-024-00727-y
Yoshino, N., & Taghizadeh Hesary, F. (2015). Japan’s Lost Decade: Lessons for Other Economies. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.2593714
Zeqiraj, V., Sohag, K., & Hammoudeh, S. (2022a). Financial inclusion in developing countries: Do quality institutions matter? Journal of International Financial Markets, Institutions and Money, 81, 101677. https://doi.org/10.1016/j.intfin.2022.101677
Zeqiraj, V., Sohag, K., & Hammoudeh, S. (2022b). Financial inclusion in developing countries: Do quality institutions matter? Journal of International Financial Markets, Institutions and Money, 81, 101677. https://doi.org/10.1016/j.intfin.2022.101677
Refbacks
- There are currently no refbacks.
Copyright (c) 2026 Afrinise Nasywa Andita Risvi, Farida Rahmawati

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

























