Financial Literacy in the Era of Digital Finance: A Bibliometric Analysis and Future Research Agenda (2008–2026)

Authors

Norashikin Adam

Faculty of Business and Management, MARA University of Technology (UiTM) Melaka (Malaysia)

Ngau Duo Seng

Faculty of Business and Management, MARA University of Technology (UiTM) Melaka (Malaysia)

Norzahidah Binti Yacob

Faculty of Business and Management, MARA University of Technology (UiTM) Melaka (Malaysia)

Mohd Sufian Ab Kadir

Faculty of Business and Management, MARA University of Technology (UiTM) Melaka (Malaysia)

Article Information

DOI: 10.47772/IJRISS.2026.100300430

Subject Category: FINANCE

Volume/Issue: 10/3 | Page No: 5952-5963

Publication Timeline

Submitted: 2026-03-26

Accepted: 2026-04-01

Published: 2026-04-11

Abstract

This study presents a comprehensive bibliometric analysis of research on financial literacy within the context of digital finance, covering the period from 2008 to 2026. Drawing on a dataset of 970 Scopus-indexed journal articles, the study examines the intellectual structure, publication trends, influential contributors, and thematic evolution of the field using performance analysis and science mapping techniques. The findings reveal a rapidly expanding and increasingly collaborative research domain, characterized by a high annual growth rate and growing international engagement. The analysis identifies financial technology (FinTech) and structural equation modelling as dominant motor themes, reflecting the field’s methodological and technological advancement. In contrast, financial literacy, financial inclusion, and digital financial inclusion emerge as foundational yet underdeveloped themes, indicating the need for deeper theoretical integration. The results further highlight a significant paradigm shift from traditional financial knowledge toward digital financial capability, emphasizing the importance of technological competencies in shaping financial behavior. Moreover, the growing prominence of emerging economies in knowledge production underscores the global relevance of digital financial inclusion. This study contributes to the literature by synthesizing fragmented research into a unified framework and offering a comprehensive overview of the field’s evolution. It also identifies critical research gaps, particularly in behavioral dimensions, digital inclusion disparities, and regulatory frameworks. The findings provide valuable implications for researchers, policymakers, and educators seeking to promote financial resilience and inclusive participation in an increasingly digitalized financial ecosystem.

Keywords

Financial literacy, Digital finance, FinTech, Financial inclusion

Downloads

References

1. Aassouli, N., & Ahmed, H. (2023). Financial literacy, digital financial inclusion and sustainable development: A conceptual framework. Journal of Risk and Financial Management, 16(1), 45. https://doi.org/10.3390/jrfm16010045 [Google Scholar] [Crossref]

2. Allen, F., Demirgüç-Kunt, A., Klapper, L., & Peria, M. S. M. (2016). The foundations of financial inclusion. Journal of Financial Intermediation, 27, 1–30. https://doi.org/10.1016/j.jfi.2015.12.001 [Google Scholar] [Crossref]

3. Aria, M., & Cuccurullo, C. (2017). Bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959–975. https://doi.org/10.1016/j.joi.2017.08.007 [Google Scholar] [Crossref]

4. Atkinson, A., & Messy, F. A. (2012). Measuring financial literacy: Results of the OECD/INFE pilot study. OECD Working Papers on Finance, Insurance and Private Pensions, No. 15. https://doi.org/10.1787/5k9csfs90fr4-en [Google Scholar] [Crossref]

5. Beck, T., Senbet, L. W., & Simbanegavi, W. (2015). Financial inclusion and innovation in Africa: An overview. Journal of African Economies, 24(suppl_1), i3–i11. https://doi.org/10.1093/jae/eju031 [Google Scholar] [Crossref]

6. Demirgüç-Kunt, A., Klapper, L., Singer, D., Ansar, S., & Hess, J. (2022). The Global Findex Database 2021: Financial inclusion, digital payments, and resilience in the age of COVID-19. World Bank. https://doi.org/10.1596/978-1-4648-1897-4 [Google Scholar] [Crossref]

7. Dissanayake, H., Popescu, C., & Iddagoda, A. (2023). A bibliometric analysis of financial technology: Unveiling the research landscape. FinTech, 2(3), 1–16. https://doi.org/10.3390/fintech2030023 [Google Scholar] [Crossref]

8. Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285–296. https://doi.org/10.1016/j.jbusres.2021.04.070 [Google Scholar] [Crossref]

9. Fernandes, D., Lynch, J. G., & Netemeyer, R. G. (2014). Financial literacy, financial education, and downstream financial behaviors. Management Science, 60(8), 1861–1883. https://doi.org/10.1287/mnsc.2013.1849 [Google Scholar] [Crossref]

10. Gomber, P., Koch, J. A., & Siering, M. (2017). Digital finance and FinTech: Current research and future research directions. Journal of Business Economics, 87(5), 537–580. https://doi.org/10.1007/s11573-017-0852-x [Google Scholar] [Crossref]

11. Goyal, K., & Kumar, S. (2021). Financial literacy: A systematic review and future research directions. International Journal of Consumer Studies, 45(1), 80–102. https://doi.org/10.1111/ijcs.12605 [Google Scholar] [Crossref]

12. Hastings, J. S., Madrian, B. C., & Skimmyhorn, W. L. (2013). Financial literacy, financial education, and economic outcomes. Annual Review of Economics, 5, 347–373. https://doi.org/10.1146/annurev-economics-082312-125807 [Google Scholar] [Crossref]

13. Li, B., & Xu, Z. (2021). Insights into financial technology (FinTech): A bibliometric and visual study. Financial Innovation, 7(1), 69. https://doi.org/10.1186/s40854-021-00273-7 [Google Scholar] [Crossref]

14. Lusardi, A. (2019). Financial literacy and the need for financial education: Evidence and implications. Swiss Journal of Economics and Statistics, 155(1), 1–8. https://doi.org/10.1186/s41937-019-0027-5 [Google Scholar] [Crossref]

15. Lusardi, A., & Mitchell, O. S. (2014). The economic importance of financial literacy: Theory and evidence. Journal of Economic Literature, 52(1), 5–44. https://doi.org/10.1257/jel.52.1.5 [Google Scholar] [Crossref]

16. Moghadam, A. H., & Karami, M. (2023). Digital financial inclusion: A systematic literature review and future research agenda. Journal of Economic Studies, 50(4), 780–805. https://doi.org/10.1108/JES-10-2021-0514 [Google Scholar] [Crossref]

17. OECD. (2020). OECD/INFE 2020 international survey of adult financial literacy. OECD Publishing. [Google Scholar] [Crossref]

18. Ozili, P. K. (2018). Impact of digital finance on financial inclusion and stability. Borsa Istanbul Review, 18(4), 329–340. https://doi.org/10.1016/j.bir.2017.12.003 [Google Scholar] [Crossref]

19. Ozili, P. K. (2022). Digital financial inclusion: A review and some directions for future research. Journal of Sustainable Finance & Investment, 12(2), 297–313. https://doi.org/10.1080/20430795.2020.1846450 [Google Scholar] [Crossref]

20. Philippon, T. (2016). The fintech opportunity. Journal of Economic Perspectives, 30(2), 3–28. https://doi.org/10.1257/jep.30.2.3 [Google Scholar] [Crossref]

21. Pranckutė, R. (2021). Web of Science (WoS) and Scopus: The titans of bibliographic information in today’s academic world. Publications, 9(1), 12. https://doi.org/10.3390/publications9010012 [Google Scholar] [Crossref]

22. Sahabuddin, M., Sakib, M. N., Rahman, M. M., & Fahlevi, M. (2023). The evolution of FinTech in scientific research: A bibliometric analysis. Sustainability, 15(9), 7123. https://doi.org/10.3390/su15097123 [Google Scholar] [Crossref]

23. Suri, T., & Jack, W. (2016). The long-run poverty and gender impacts of mobile money. Science, 354(6317), 1288–1292. https://doi.org/10.1126/science.aah5309 [Google Scholar] [Crossref]

24. Vives, X. (2019). Digital disruption in banking. Annual Review of Financial Economics, 11, 243–272. https://doi.org/10.1146/annurev-financial-100719-120854 [Google Scholar] [Crossref]

25. Zupic, I., & Čater, T. (2015). Bibliometric methods in management and organization. Organizational Research Methods, 18(3), 429–472. https://doi.org/10.1177/1094428114562629 [Google Scholar] [Crossref]

Metrics

Views & Downloads

Similar Articles