The mediating effect of digital financial inclusion on gender differences in digital financial literacy and financial well-being: Evidence from Malaysian households
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DOIhttp://dx.doi.org/10.21511/imfi.22(1).2025.02
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Article InfoVolume 22 2025, Issue #1, pp. 11-24
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Creative Commons Attribution 4.0 International License
This study aims to investigate the mediating effect of digital financial inclusion on the relationship between digital financial literacy and the financial well-being of Malaysian households, focusing on gender differences. Using quantitative research, a total of 210 responses, which contained 105 samples for each gender, were collected from households across Malaysia using a self-administered questionnaire. The research model was analyzed using Partial Least Square-Structural Equation Modelling techniques. The findings revealed significant relationships between digital financial literacy and digital financial inclusion, as well as between digital financial inclusion and financial well-being. Additionally, digital financial inclusion was found to significantly mediate the relationship between digital financial literacy and financial well-being, underscoring the importance of digital financial inclusion. The MICOM analysis results show that all constructs have good configural invariance, indicating the measures are consistent across groups. High correlations between males and females suggest similarities, but permutation tests indicate these similarities might be due to chance. Variance differences for digital financial literacy and digital financial inclusion are not significant. However, financial well-being shows a significant variance difference, suggesting less variability among males, supported by higher reliability scores for the financial well-being of males, indicating more consistent responses. Notably, the standardized beta for the digital financial inclusion – financial well-being path is higher among females, indicating a stronger influence of digital financial inclusion on financial well-being for this group. However, the direct relationship between digital financial literacy and financial well-being is insignificant for both genders.
Acknowledgment
This research was supported by the Ministry of Higher Education (MoHE) of Malaysia through the Fundamental Research Grant Scheme (FRGS/1/2022/SS01/UUM/02/10).
- Keywords
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JEL Classification (Paper profile tab)D14, G53, I31, J16
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References52
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Tables8
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Figures1
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- Figure 1. Research model
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- Table 1. Demographic analysis
- Table 2. Heterotrait-Monotrait ratio (HTMT) – matrix
- Table 3. Hypotheses testing results
- Table 4. Results of R2 and Q2
- Table 5. MICOM results
- Table 6. Multigroup analysis results
- Table A1. Questionnaire
- Table B1. Measurement model
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- Azeez, N. P. A., & Akhtar, S. M. J. (2021). Digital Financial Literacy and Its Determinants: An Empirical Evidences from Rural India. South Asian Journal of Social Studies and Economics, 8-22.
- Boo, H. S. (2021). Gender Norms and Gender Inequality in Unpaid Domestic Work among Malay Couples in Malaysia. Pertanika Journal of Social Sciences and Humanities, 29(4), 2353-2369.
- Brüggen, E. C., Hogreve, J., Holmlund, M., Kabadayi, S., & Löfgren, M. (2017). Financial Well-being: A Conceptualization and Research Agenda. Journal of Business Research, 79, 228-237.
- Buabang, E. K., Ashcroft-Jones, S., Esteban Serna, C., Kastelic, K., Kveder, J., Lambertus, A., Müller, T. S., & Ruggeri, K. (2022). Validation and Measurement Invariance of the Personal Financial Wellness Scale: A Multinational Study in 7 Countries. European Journal of Psychological Assessment, 38(6), 476-486.
- Cheah, J. H., Amaro, S., & Roldán, J. L. (2023). Multigroup Analysis of More than Two Groups in PLS-SEM: A Review, Illustration, and Recommendations. Journal of Business Research, 156, 113539.
- Cheah, J. H., Thurasamy, R., Memon, M. A., Chuah, F., & Ting, H. (2020). Multigroup Analysis using SmartPLS: Step-by-step Guidelines for Business Research. Asian Journal of Business Research, 10(3), 1-19.
- Choung, Y., Chatterjee, S., & Pak, T.-Y. (2023). Digital Financial Literacy and Financial Well-being. Finance Research Letters, 58, 104438.
- Cohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences. (Second, Vol. 6, Issue August). Lawrence Erlbaum Associates.
- Consumer Financial Protection Bureau. (2015). Financial Well-being: The Goal of Financial Education.
- Demirgüç-Kunt, A., Klapper, L., Singer, D., & Ansar, S. (2022). The Global Findex Database 2021:Financial Inclusion, Digital Payments, and Resilience in the Age of COVID-19. In The Global Findex Database. The World Bank.
- Faul, F., Erdfelder, E., Lang, A.-G., & Buchner, A. (2007). G*Power 3: A Flexible Statistical Power Analysis Program for the Social, Behavioral, and Biomedical Sciences. Behavior Research Methods, 2(39), 175-191.
- Gosal, G. G., & Nainggolan, R. (2023). The Influence of Digital Financial Literacy on Indonesian SMEs’ Financial Behavior and Financial Well-Being. International Journal of Professional Business Review, 8(12), e04164.
- Grohmann, A., Klühs, T., & Menkhoff, L. (2018). Does Financial Literacy Improve Financial Inclusion? Cross Country Evidence. World Development, 111, 84-96.
- Harter, C., & Harter, J. (2021). The Link Between Adverse Childhood Experiences and Financial Security in Adulthood. Journal of Family and Economic Issues.
- Hasan, R., Ashfaq, M., Parveen, T., & Gunardi, A. (2023). Financial Inclusion – Does Digital Financial Literacy Matter for Women Entrepreneurs? International Journal of Social Economics, 50(8), 1085-1104.
- Henseler, J., Hubona, G., & Ray, P. A. (2016). Using PLS path modeling in new technology research: Updated guidelines. Industrial Management and Data Systems, 116(1), 2-20.
- Hussain, A. H. M. B., Endut, N., Das, S., Chowdhury, M. T. A., Haque, N., Sultana, S., Ahmed, K. J., Hussain, B., Thanvir, M., & Chowdhury, A. (2019). Does Financial Inclusion Increase Financial Resilience? Evidence from Bangladesh. Development in Practice, 29(6), 798-807.
- Kanungo, R. P., & Gupta, S. (2021). Financial Inclusion through Digitalisation of Services for Well-being. Technological Forecasting and Social Change, 167(July 2020), 120721.
- Kaur, S. (2024, January 1). Poverty After Retirement?
- Kenny, D. A. (2021). Effect Size of the Indirect Effect and the Computation of Power.
- Khoo, Y. Y., Yusof, R., & Abe, Y. (2022). Integrating Financial Literacy into Economics Courses through Digital Tools: The Finlite App. Journal of International Education in Business, 15(2), 331-350.
- Kumar, P., Pillai, R., Kumar, N., & Tabash, M. I. (2023). The Interplay of Skills, Digital Financial Literacy, Capability, and Autonomy in Financial Decision Making and Well-being. Borsa Istanbul Review, 23(1), 169-183.
- Low, K. C., Chong, S. L., Mohamad, S. S., & Arshad, R. (2023). Digital Financial Literacy Among Young Adults in Malaysia. European Proceedings of Social and Behavioural Sciences EpSBS, 391-401.
- Mabrouk, F. (2023). Empowering Women Through Digital Financial Inclusion: Comparative Study Before and After COVID-19. Sustainability.
- Mokhtar, N., & Husniyah, A. R. (2017). Determinants of Financial Well-Being among Public Employees in Putrajaya, Malaysia. Pertanika Journal of Social Sciences and Humanities, 25(3), 1241-1260.
- Morgan, P. J., & Long, T. Q. (2020). Financial Literacy, Financial Inclusion, and Savings Behavior in Laos. Journal of Asian Economics, 68, 101197.
- Muat, S., Fachrurrozi, & Sari, N. (2024). How do Digital Financial Literacy, Financial Behavior, and Skills Affect Financial Well-being? An Exploratory Study on Gen Z. Integrated Journal of Business and Economics, 8(1), 728.
- Nandru, P., Chendragiri, M., & Velayutham, A. (2021). Examining the Influence of Financial Inclusion on Financial Well-being of Marginalized Street Vendors: An Empirical Evidence from India. International Journal of Social Economics, 48(8), 1139-1158.
- Ngamaba, K. H., Armitage, C., Panagioti, M., & Hodkinson, A. (2020). How Closely Related are Financial Satisfaction and Subjective Well-being? Systematic Review and Meta-analysis. Journal of Behavioral and Experimental Economics, 85, 101522.
- Noor, M., Fourqoniah, F., & Aransyah, M. F. (2020). Investigation of Financial Inclusions, Financial literation, and Financial Technology in Indonesia. Jurnal Perspektif Pembiayaan Dan Pembangunan Daerah, 8(3), 257-268.
- Ozili, P. K. (2022). Digital Financial Inclusion. Big Data: A Game Changer for Insurance Industry, 229-238.
- Prete, A. Lo. (2022). Digital and Financial Literacy as Determinants of Digital Payments and Personal Finance. Economics Letters, 213, 110378.
- Rahayu, R., Ali, S., Aulia, A., & Hidayah, R. (2022). The Current Digital Financial Literacy and Financial Behavior in Indonesian Millennial Generation. Journal of Accounting and Investment, 23(1), 78-94.
- Rashid, S., Bilal, M., Hussain, A., & Shah, M. A. (2022). Impact of Financial Inclusion on Financial Well-Being: Moderating Effect of Orientation towards Finance. Journal of Economic Impact, 4(2), 124-133.
- Respati, D. K., Widyastuti, U., Nuryati, T., Musyaffi, A. M., Handayani, B. D., & Ali, N. R. (2023). How do Students’ Digital Financial Literacy and Financial Confidence Influence Their Financial Behavior and Financial Well-being? Nurture, 17(2), 40-50.
- Sabri, M. F., Anthony, M., Wijekoon, R., Suhaimi, S. S. A., Abdul Rahim, H., Magli, A. S., & Isa, M. P. M. (2021). The Influence of Financial Knowledge, Financial Socialization, Financial Behaviour, and Financial Strain on Young Adults’ Financial Well-Being. International Journal of Academic Research in Business and Social Sciences, 11(12).
- Sahay, R., Ogawa, S., Khera, P., & Ng, S. (2021). Is Digital Financial Inclusion Unlocking Growth? IMF Working Papers, 2021(167), 1.
- Salignac, F., Hamilton, M., Noone, J., Marjolin, A., & Muir, K. (2020). Conceptualizing Financial Wellbeing: An Ecological Life-Course Approach. Journal of Happiness Studies, 21(5), 1581-1602.
- Sang, N. M. (2021). Financial Well-being of Vietnamese Students. Investment Management and Financial Innovations, 18(4), 355-365.
- Santini, F. D. O., Ladeira, W. J., Mette, F. M. B., & Ponchio, M. C. (2019). The Antecedents and Consequences of Financial Literacy: A Meta-analysis. International Journal of Bank Marketing, 37(6), 1462-1479.
- Selvia, G., Rahmayanti, D., Afandy, C., & Zoraya, I. (2021, June 1). The Effect of Financial Knowledge, Financial Behavior and Financial Inclusion on Financial Well-being. Proceedings of the 3rd Beehive International Social Innovation Conference, BISIC 2020, 3-4 October 2020. Bengkulu, Indonesia.
- Shen, Y., Hu, W., & Hueng, C. J. (2018). The Effects of Financial Literacy, Digital Financial Product Usage and Internet Usage on Financial Inclusion in China. MATEC Web of Conferences, 228, 05012.
- Taft, M. K., Hosein, Z. Z., & Mehrizi, S. M. T. (2013). The Relation between Financial Literacy, Financial Wellbeing and Financial Concerns. International Journal of Business and Management, 8(11).
- Tony, N., & Desai, K. (2020). Impact of Digital Financial Literacy on Digital Financial Inclusion. International Journal of Scientific and Technology Research, 9(1), 1.
- Utkarsh, Pandey, A., Ashta, A., Spiegelman, E., & Sutan, A. (2020). Catch Them Young: Impact of Financial Socialization, Financial Literacy and Attitude Towards Money on Financial Well-being of Young Adults. International Journal of Consumer Studies, 44(6), 531-541.
- Vieira, K. M., Bressan, A. A., & dos Santos Fraga, L. (2021). Financial Well-Being of the Beneficiaries of the Minha Casa Minha Vida Program: Perception and Antecedents. Ram Revista De Administração Mackenzie.
- Vörös, Z., Szabó, Z., Kehl, D., Kovács, O. B., Papp, T., & Schepp, Z. (2021). The Forms of Financial Literacy Overconfidence and their Role in Financial Well-being. International Journal of Consumer Studies, 45(6), 1292-1308.
- Widyastuti, U., Respati, D. K., & Mahfirah, T. F. (2024). Digital Financial Literacy and Digital Financial Inclusion: A Multigroup Analysis Based on Gender. Humanities and Social Sciences Letters, 12(1), 33-42.
- World Bank. (2021). The Global Findex Database 2021.
- Xiao, J. J., & O’Neill, B. (2016). Consumer Financial Education and Financial Capability. International Journal of Consumer Studies, 40(6), 712-721.
- Xiao, J. J., & O’Neill, B. (2018). Propensity to Plan, Financial Capability, and Financial Satisfaction. International Journal of Consumer Studies, 42(5), 501-512.
- Yue, P., Gizem Korkmaz, A., Yin, Z., & Zhou, H. (2022). The Rise of Digital Finance: Financial Inclusion or Debt Trap? Finance Research Letters, 47, 102604.