Determinants of Digital Financial Inclusion in Enhancing Financial Well-being Among Poor Households: Evidence from Malaysia

  • Ming Pey Lu School of Economics, Finance and Banking; Co-operative and Entrepreneurship Development Institute (CEDI), Universiti Utara Malaysia
  • Zunarni Kosim School of Economics, Finance and Banking, Universiti Utara Malaysia
  • Yong Kang Cheah School of Economics, Finance and Banking, Universiti Utara Malaysia
Keywords: Digital financial inclusion, poor households, financial wellbeing, Malaysia, SDG1: no poverty

Abstract

This study examines the factors influencing financial well-being and investigates the mediating role of digital financial inclusion among households with incomes below the national poverty line in Malaysia. The study used Partial Least Squares Structural Equation Modelling (PLS-SEM) and Importance-Performance Map Analysis (IPMA) to estimate the results. This study collected 1,171 responses and found that digital literacy, digital financial service infrastructure, and financial service providers were determining factors of digital financial inclusion. Financial service providers and digital financial inclusion showed a significant relationship with financial well-being. Mediation analysis showed that digital literacy, digital financial service infrastructure, and financial service providers indirectly affected financial well-being through digital financial inclusion. The results of the IPMA showed that financial service providers and digital financial inclusion were the most important factors in achieving financial well-being. Furthermore, financial service providers were the key factor of digital financial inclusion in high-poverty states, while digital literacy was a key factor in moderate- and low-poverty states. The study offers insights for policymakers working towards an inclusive society and provides financial service providers with information to design services that meet the needs of poor households. This study also offers important implications for other developing countries in Southeast Asia that share similar socio-economic and digital challenges.

Author Biographies

Ming Pey Lu, School of Economics, Finance and Banking; Co-operative and Entrepreneurship Development Institute (CEDI), Universiti Utara Malaysia

Lu, Ming-Pey holds the position of Senior Lecturer at the School of Economics, Finance and Banking, Universiti Utara Malaysia. She earned a Bachelor of Business Administration (Finance) in 2006 from Universiti Malaya, a Master of Science (Banking) in 2010 from Universiti Utara Malaysia, and a Ph.D. in Finance in 2017 from Universiti Sains Malaysia. Her research interests include banking, financial economics, and capital markets. She has published in Business Strategy and Development, Journal of Financial Services Marketing, Journal Ekonomi Malaysia, International Journal of Business and Society, and International Journal of Banking and Finance. Author’s contact detail: Email: lu.ming.pey@uum.edu.my

Zunarni Kosim, School of Economics, Finance and Banking, Universiti Utara Malaysia

Kosim, Zunarni holds the position of Senior Lecturer at the School of Economic, Finance and Banking, Universiti Utara Malaysia. She earned her Bachelor of Business Administration (Hons.) (2005) from Universiti Utara Malaysia, her Master of Science (Management) (2009) from Universiti Utara Malaysia, and her Ph.D. in Banking (2017) from Universiti Utara Malaysia. She also holds a Diploma in Business Studies (1992) from UiTM Segamat, Johor. Her research interests include digital financial inclusion, financial well-being, consumer behaviour in financial services, banking performance, corporate finance, household indebtedness, and Islamic wealth accumulation. She has published in reputable journals such as the International Journal of Banking and Finance, Jurnal Ekonomi Malaysia, Journal of Financial Services Marketing, Asian Economic and Financial Review, Investment Management and Financial Innovations, International Journal of Applied Business and Economic Research, International Journal of Academic Research in Business and Social Sciences, and others.
Author’s contact detail: Email: zunarni@uum.edu.my

Yong Kang Cheah, School of Economics, Finance and Banking, Universiti Utara Malaysia

Cheah, Yong Kang is an Associate Professor at the School of Economics, Finance and Banking, Universiti Utara Malaysia. He earned a Bachelor of Social Sciences (Economics) in 2009 and a Master of Economic Management from Universiti Sains Malaysia in 2010, and his Ph.D. in Health Economics from Universiti Malaya in 2014. He was a Visiting Scholar at the Center for Health and the Social Sciences, the University of Chicago. His research focuses on public health, specifically health behaviors, health economics, mental health, and adolescent health. In addition, Yong Kang has expertise in the analysis of survey data. He has published in Socio-Economic Planning Sciences, Asian Economic Journal, and Social Science Journal.
Author’s contact detail: Email: yong@uum.edu.my

References

Adiningsih, S. (2009). The Impact of Government Debt Issuance on Short-Term Interest Rate in Indonesia. Gadjah Mada International Journal of Business, 11(1), 301-316.

Baidoo, S. T., Duodu, E., Kwarteng, E., Boatemaa, G., Opoku, L., Antwi, A., & Akomeah, R. A. (2021). Does government debt promote economic growth? New empirical evidence from Ghana. International Journal of Public Sector Performance Management, 7(2), 192-216. https://doi.org/https://doi.org/10.1504/IJPSPM.2021.114040

Bermejo Carbonell, J., & Werner, R. A. (2018). Does Foreign Direct Investment Generate Economic Growth? A New Empirical Approach Applied to Spain. Economic Geography, 94(4), 425-456. https://doi.org/10.1080/00130095.2017.1393312

Bernoth, K., & Herwartz, H. (2021). Exchange rates, foreign currency exposure and sovereign risk. Journal of International Money and Finance, 117, 102454. https://doi.org/https://doi.org/10.1016/j.jimonfin.2021.102454

Beyene, S. D., & Kotosz, B. (2020). Macroeconomic determinants of external indebtedness of Ethiopia: ARDL approach to co-integration. Society and Economy, 42(3), 313-332. https://doi.org/https://doi.org/10.1556/204.2020.00013

Bittencourt, M. (2015). Determinants of Government and External Debt: Evidence from the Young Democracies of South America. Emerging Markets Finance and Trade, 51(3), 463-472. https://doi.org/10.1080/1540496X.2015.1025667

Brafu-Insaidoo, W. G., Ahiakpor, F., Vera Ogeh, F., & William G, C. (2019). Macro-determinants of short-term foreign debt in Ghana. Cogent Economics & Finance, 7(1), 1630161. https://doi.org/10.1080/23322039.2019.1630161

Breusch, T. S., & Pagan, A. R. (1980). The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics. The Review of Economic Studies, 47(1), 239-253. https://doi.org/10.2307/2297111

Cain, D., Thaxter, A., Thomas, D., Thomas, K., & Walker, A. (2012). The original sin and exchange rate dynamics: Panel cointegration evidence. American Charter of Economics and Finance, 1(2), 1–23. https://doi.org/https://dx.doi.org/10.2139/ssrn.2312425

Clarke, D. (2014). General-to-Specific Modeling in Stata. The Stata Journal, 14(4), 895-908. https://doi.org/10.1177/1536867X1401400412

Dawood, M., Baidoo, S. T., & Shah, S. M. R. (2021). An empirical investigation into the determinants of external debt in Asian developing and transitioning economies. Development Studies Research, 8(1), 253-263. https://doi.org/10.1080/21665095.2021.1976658

Duodu, E., & Baidoo, S. T. (2022). The impact of capital inflows on economic growth of Ghana: Does quality of institutions matter? Journal of Public Affairs, 22(1), e2384. https://doi.org/https://doi.org/10.1002/pa.2384

Dupuis, F., & Vachon, H. (2017). Snapshot of external debt in emerging and developing countries. Desjardins, Economic Studies.

Ebiwonjumi, A., Chifurira, R., & Chinhamu, K. (2023). A robust principal component analysis for estimating economic growth in Nigeria in the presence of multicollinearity and outlier. Journal of Statistics Applications and Probability., 12(2), 611-627. https://doi.org/http://dx.doi.org/10.18576/jsap/120224

Feldstein, M. (2015). Raising Revenue by Limiting Tax Expenditures. Tax Policy and the Economy, 29(1), 1-11. https://doi.org/10.1086/683363

Fisera, B., Workie Tiruneh, M., & Hojdan, D. (2021). Currency depreciations in emerging economies: A blessing or a curse for external debt management? International Economics, 168, 132-165. https://doi.org/https://doi.org/10.1016/j.inteco.2021.09.003

Harsono, E., Kusumawati, A., & Nirwana, N. (2024). External Debt Determinants: Do Macroeconomic and Institutional Ones Matter for Selected ASEAN Developing Countries? Economies, 12(1).

Hendry, D. F., & Mizon, G. E. (1978). Serial Correlation as a Convenient Simplification, Not a Nuisance: A Comment on a Study of the Demand for Money by the Bank of England. The Economic Journal, 88(351), 549-563. https://doi.org/10.2307/2232053

Hoover, K. D., & Perez, S. J. (1999). Data mining reconsidered: encompassing and the general‐to‐specific approach to specification search. The Econometrics Journal, 2(2), 167-191. https://doi.org/10.1111/1368-423X.00025

Jones, B. A. (2018). Central bank reserve management and international financial stability. (Crisis Reflections. , Issue. https://www.imf.org/en/Publications/WP/Issues/2018/02/16/Central-Bank-Reserve-Management-and-International-Financial-Stability-Some-Post-Crisis-45635

Karia, A. A. (2021). Are there any turning points for external debt in Malaysia? Case of adaptive neuro-fuzzy inference systems model. Journal of Economic Structures, 10(5), 1-16. https://doi.org/https://doi.org/10.1186/s40008-021-00236-6

Kebede, S., Zerihun, G., Berhanu, K., & Abebe, T. (2023). The role of foreign public debt on foreign exchange reserve in SSA countries: Does governance really matters? Cogent Economics & Finance, 11(2), 2223810. https://doi.org/10.1080/23322039.2023.2223810

Mijiyawa, A. G. (2022). External debt in developing countries since HIPC and MDRI: What are the driving factors? International Journal of Finance & Economics, 27(2), 1683-1699. https://doi.org/https://doi.org/10.1002/ijfe.2236

Mijiyawa, A. G., & Oloufade, D. K. (2023). Effect of Remittance Inflows on External Debt in Developing Countries. Open Economies Review, 34(2), 437-470. https://doi.org/10.1007/s11079-022-09675-5

Narayan, P. K., Narayan, S., & Mishra, S. (2011). Do Remittances Induce Inflation? Fresh Evidence from Developing Countries. Southern Economic Journal, 77(4), 914-933. https://doi.org/https://doi.org/10.4284/0038-4038-77.4.914

Ofori-Abebrese, G., Baidoo, S. T., & Olesu, S. T. (2021). Optimal tax rate for growth in Ghana: An empirical investigation. Journal of Public Affairs, 21(2), e2223. https://doi.org/https://doi.org/10.1002/pa.2223

Omar, Z. M., & Ibrahim, M. I. (2021). Determinants of External Debt: The Case of Somalia. Asian Development Policy Review, 9(1), 33-43. https://doi.org/10.18488/journal.107.2021.91.33.43

Siddique, A., Selvanathan, E. A., & Selvanathan, S. (2016). The impact of external debt on growth: Evidence from highly indebted poor countries. Journal of Policy Modeling, 38(5), 874-894. https://doi.org/https://doi.org/10.1016/j.jpolmod.2016.03.011

Silva, J. (2020). Impact of public and private sector external debt on economic growth: the case of Portugal. Eurasian Economic Review, 10(4), 607-634. https://doi.org/10.1007/s40822-020-00153-2

Sugeng, T., Defy, O., & Nurfika. (2024). Nonlinear Analysis of Growth’s Effect on Debt: Finding the Threshold. Journal of Indonesian Economy and Business, 39(2). https://doi.org/10.22146/jieb.v39i2.5819

Townsend, Z., Buckley, J., Harada, M., & Scott, M. (2013). The Choice between Fixed and Random Effects. The SAGE Handbook of Multilevel Modeling. https://doi.org/https://doi.org/10.4135/9781446247600.n5

Vacaflores, D. E., & Kishan, R. (2014). Remittances, international reserves, and exchange rate regimes in 9 Latin American Countries. Applied Econometrics and International Development, 14(2), 97-116.

Wang, R., Xue, Y., & Zheng, W. (2021). Does high external debt predict lower economic growth? Role of sovereign spreads and institutional quality. Economic Modelling, 103, 105591. https://doi.org/https://doi.org/10.1016/j.econmod.2021.105591

WorldBank. (2024). International Debt Report 2024. http://hdl.handle.net/10986/42444

Yang, Y., & Peng, Z. (2024). Openness and Real Exchange Rate Volatility: Evidence from China. Open Economies Review, 35(1), 121-158. https://doi.org/10.1007/s11079-023-09718-5

Zhu, X., Lin, S., Wang, L., Wu, W., & Qin, Q. (2018). A Study of the Debt of Real Estate-Related Industries. In X. Zhu, S. Lin, L. Wang, W. Wu, & Q. Qin (Eds.), A Study of the Turning Point of China’s Debt (pp. 123-163). Springer Singapore. https://doi.org/10.1007/978-981-13-1325-7_6

Published
2025-12-31
How to Cite
Lu, M. P., Kosim, Z., & Cheah, Y. K. (2025). Determinants of Digital Financial Inclusion in Enhancing Financial Well-being Among Poor Households: Evidence from Malaysia. Gadjah Mada International Journal of Business, 28(1), 93 - 140. https://doi.org/10.22146/gamaijb.v28i1.17993
Section
Articles