Financial Wellbeing of Poor Households in Eastern Indonesia: Role of Digital Financial Inclusion
DOI:
https://doi.org/10.59976/jebin.v3i3.319Abstract
This study examines the determinants of financial wellbeing among poor households in Eastern Indonesia, with particular emphasis on the mediating role of digital financial inclusion. Focusing on East Nusa Tenggara (NTT) and West Nusa Tenggara (NTB), the study addresses the persistent financial vulnerability of poor households living in regions characterized by high poverty, limited formal financial access, and uneven digital infrastructure. Primary survey data were collected from 405 poor households whose income fell below the provincial poverty line, consisting of 248 respondents from NTT and 157 respondents from NTB. The data were analyzed using partial least squares structural equation modeling (PLS-SEM), followed by multigroup analysis to compare provincial differences. The findings show that financial behavior, financial literacy, and digital financial inclusion have significant positive effects on household financial wellbeing. However, digital literacy, digital financial service infrastructure, and financial service providers do not directly affect financial wellbeing. Instead, digital financial inclusion fully mediates the effects of infrastructure and financial service providers on financial wellbeing. The multigroup analysis reveals that digital financial inclusion has a stronger impact on financial wellbeing in NTT, while infrastructure and financial service providers have stronger effects on digital financial inclusion in NTB. These results highlight the importance of strengthening digital financial inclusion as a strategic pathway to improve the financial wellbeing of poor households. Policy interventions should prioritize financial education, affordable digital financial products, reliable digital infrastructure, and locally adapted financial services for underserved communities in Eastern Indonesia.
References
Abid, A., & Mohd Shafiai, M. H. (2018). Determinants of household financial vulnerability in Malaysia and its effect on low-income groups. Journal of Emerging Economies and Islamic Research, 6(1), 32–43.
Anjani, D., Syafina, L., & Nasution, Y. S. (2024). The role of the housewife in managing family finances (case study in South Labuhan Batu Regency). Ilomata International Journal of Tax and Accounting, 5(2), 426–436.
Aziz, A., & Naima, U. (2021). Rethinking digital financial inclusion: Evidence from Bangladesh. Technology in Society, 64, 1–9.
Bank, A. D. (2017). Accelerating Financial Inclusion in South-East Asia with Digital Finance. Asian Development Bank.
Bank, T. W. (2020). How Countries Can Expand Access to Digital Financial Services. World Bank.
Bank, T. W. (2022). Financial Inclusion Overview. World Bank.
Bank, W. (2021). The Global Findex Database 2021. World Bank.
Bhatia, S., & Singh, S. (2024). Exploring financial well-being of working professionals in the Indian context. Journal of Financial Services Marketing, 29, 474–487.
Choung, Y., Chatterjee, S., & Pak, T.-Y. (2023). Digital financial literacy and financial well-being. Finance Research Letters, 58, 104438. https://doi.org/10.1016/j.frl.2023.104438
D’Silva, D., Filkova, Z., Packer, F., & Tiwari, S. (2019). The Design of Digital Financial Infrastructure: Lessons from India. In BIS Papers (Vol. 106). Bank for International Settlement.
Demirgüç-Kunt, A., Klapper, L., & Singer, D. (2017). Financial Inclusion and Inclusive Growth: A Review of Recent Empirical Evidence. In Policy Research Working Paper (Vol. 8040). World Bank.
Fan, L., & Henager, R. (2022). A structural determinants framework for financial well-being. Journal of Family and Economic Issues, 43(2), 415–428.
Hair, J. F., Ringle, C. M., & Sarstedt, M. (2013). Partial least squares structural equation modeling: Rigorous applications, better results and higher acceptance. Long Range Planning, 46, 1–12.
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203
Hair, J. F., Sarstedt, M., Ringle, C. M., & Gudergan, S. P. (2018). Advanced Issues in Partial Least Squares Structural Equation Modeling (PLS-SEM). Sage.
Henseler, J., Ringle, C. M., & Sarstedt, M. (2016). Testing measurement invariance of composites using partial least squares. International Marketing Review, 33(3), 405–431.
House, F. (2024). Indonesia: Freedom on the Net 2024. Freedom House.
Kabadayi, S., & O’Connor, G. E. (2019). Exploring the antecedents of financial well-being: Where we are and where we go from here. International Journal of Bank Marketing, 37(4), 930–933.
Kass-Hanna, J., Lyons, A. C., & Liu, F. (2022). Building financial resilience through financial and digital literacy in South Asia and Sub-Saharan Africa. Emerging Markets Review, 51, 100846. https://doi.org/10.1016/j.ememar.2021.100846
Keuangan), O. J. K. (Otoritas J. (2023). Kebijakan dan Strategi Pengembangan Keuangan Inklusif 2023. OJK.
Keuangan), O. J. K. (Otoritas J. (2024). Survei Nasional Literasi dan Inklusi Keuangan 2024. OJK.
Lee, C.-C., Lou, R., & Wang, F. (2020). Digital financial inclusion and poverty alleviation: Evidence from the sustainable development of China. Economic Analysis and Policy, 77, 418–434.
Lyons, A. C., & Kass-Hanna, J. (2021). A methodological overview to defining and measuring digital financial literacy. Financial Planning Review, 4(2), 1–19.
Mahdzan, N. S., Sabri, M. F., Husniyah, A. R., Magli, A. S., & Chowdhury, N. T. (2023). Digital financial services usage and subjective financial well-being: Evidence from low-income households in Malaysia. International Journal of Bank Marketing, 41(2), 395–427.
Muir, K., Hamilton, M., Noone, J. H., Marjolin, A., Salignac, F., & Saunders, P. (2017). Exploring Financial Wellbeing in the Australian Context. Centre for Social Impact, UNSW.
Nandru, P., Chendragiri, M., & Velayutham, A. (2021). Examining the influence of financial inclusion on financial wellbeing of marginalized street vendors: an empirical evidence from India. International Journal of Social Economics, 48(8), 1139–1158. https://doi.org/10.1108/IJSE-10-2020-0711
Neaime, S., & Gaysset, I. (2018). Financial inclusion and stability in MENA: Evidence from poverty and inequality. Finance Research Letters, 24(C), 230–237.
OECD. (2018). OECD/INFE Toolkit for Measuring Financial Literacy and Financial Inclusion. OECD.
OECD. (2022). Digitalisation of Consumer Finance and Financial Education in South East Europe Policy Brief. OECD.
Omar, M. A., & Inaba, K. (2020). Does financial inclusion reduce poverty and income inequality in developing countries? A panel data analysis. Journal of Economic Structures, 9(1), 37. https://doi.org/10.1186/s40008-020-00214-4
Ozili, P. K. (2020). Theories of financial inclusion. In MPRA Paper (Vol. 101810). University Library of Munich.
Polloni-Silva, E., da Costa, N., Moralles, H. F., & Sacomano Neto, M. (2021). Does financial inclusion diminish poverty and inequality? A panel data analysis for Latin American countries. Social Indicators Research, 158(3), 889–925. https://doi.org/10.1007/s11205-021-02730-7
Rahman, M., Isa, C. R., Masud, M. M., Sarker, M., & Chowdhury, N. T. (2021). The role of financial behaviour, financial literacy, and financial stress in explaining the financial well-being of B40 group in Malaysia. Future Business Journal, 7(52), 1–18.
Sabri, M. F., Wahab, R., Mahdzan, N. S., Magli, A. S., & Rahim, H. A. (2022). Mediating effect of financial behaviour on the relationship between perceived financial wellbeing and its factors among low-income young adults in Malaysia. Frontiers in Psychology, 13, 858630. https://doi.org/10.3389/fpsyg.2022.858630
Sehrawat, K., Vij, M., & Talan, G. (2021). Understanding the path toward financial well-being: Evidence from India. Frontiers in Psychology, 12.
Selvia, G., Rahmayanti, D., Afandy, C., & Zoraya, I. (2021). The effect of financial knowledge, financial behavior and financial inclusion on financial wellbeing. Proceedings of the 3rd Beehive International Social Innovation Conference (BISIC 2020).
Statistik), B. P. S. (Badan P. (2024). Profil Kemiskinan di Indonesia Maret 2024. BPS Indonesia.
Thathsarani, U., Wei, J., & Samaraweera, G. (2021). Financial inclusion’s role in economic growth and human capital in South Asia: An econometric approach. Sustainability, 13(8), 1–18.
UNESCO. (2011). Digital Literacy in Education. UNESCO.
Vaid, K. Y., Singh, V., & Sethi, M. (2020). Determinants of successful financial inclusion in low-income rural population. The Indian Economic Journal, 68, 82–100.
Yulyanah. (2023). Factors affecting poverty rates in East Nusa Tenggara Province. International Journal of Research and Innovation in Social Science, 1–12.
Zhou, L., & Wang, H. (2021). An approach to study the poverty reduction effect of digital inclusive finance from a multidimensional perspective based on clustering algorithms. Scientific Programming, 3, 1–11.
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