Influence of Digital Financial Literacy on Technology Adoption in the Non-Banking Financial Sector in Jharkhand
DOI:
https://doi.org/10.69968/ijisem.2025v4i2305-312Keywords:
Digital Financial Literacy, Technology Adoption, Non-Banking Financial Sector (NBFC), Financial Inclusion, Digital Payments, Fintech, Rural Digital LiteracyAbstract
This study explores the influence of Digital Financial Literacy (DFL) on the adoption of digital financial services in the non-banking financial sector (NBFS) of Jharkhand, India. As NBFCs increasingly digitize their offerings, a critical concern remains: are users equipped to adopt and trust these technologies? Drawing from the Technology Acceptance Model (TAM) and empirical studies, this research evaluates whether DFL impacts Technology Adoption (TA) and how TA, in turn, influences Perceived Ease of Use (PEOU) and Customer Trust (CT). Data were collected from 285 clients of NBFCs and microfinance institutions across urban and rural regions in Jharkhand using a structured questionnaire. Structural Equation Modeling (SEM) was applied using AMOS to test the hypothesized relationships.
Results indicate that DFL significantly and positively influences Technology Adoption (β = 0.61, p < 0.001). Furthermore, TA has a strong effect on both PEOU (β = 0.64, p < 0.001) and CT (β = 0.58, p < 0.001), confirming the feedback mechanism in which usage enhances usability perception and trust. These findings emphasize that improving DFL can serve as a strategic enabler for financial inclusion in digitally underserved states like Jharkhand.
The study contributes to the literature by validating DFL as a core antecedent of digital technology adoption in NBFS. It also suggests that trust and ease of use can emerge post-adoption through continued digital engagement. Policymakers and NBFCs are encouraged to invest in DFL programs to drive inclusive and sustainable digital finance in India.
References
[1] Adel, N. (2024). The impact of digital literacy and technology adoption on financial inclusion in Africa, Asia, and Latin America. Heliyon, 10(12), e40951.https://doi.org/10.1016/j.heliyon.2024.e40951
[2] CAFRAL Research Team. (2023). India Finance Report 2023: Connecting the last mile. Centre for Advanced Financial Research and Learning (CAFRAL). https://cafral.org.in/
[3] Choudhary, N., Sinha, A. P., & Mukherjee, S. (2025). Impact of logistic flows of service quality and delivery dimension towards customer satisfaction: an empirical study. International Journal of Electronic Customer Relationship Management, 15(1/2), 116-150.https://doi.org/10.1504/IJECRM.2025.145717
[4] Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319-340.https://doi.org/10.2307/249008
[5] IANS. (2024, June 19). India's NBFC sector now world's 3rd largest, next only to USA & UK. The Economic Times (BFSI). https://bfsi.economictimes.indiatimes.com/news/nbfc/indias-nbfc-sector-now-worlds-3rd-largest-next-only-to-usa-uk/111099411
[6] Khan, S., Singh, R., Laskar, H. R., & Choudhury, M. (2025). Exploring the role of digital financial literacy in the adoption of peer-to-peer lending platforms. Investment Management and Financial Innovations, 22(1), 369-383.https://doi.org/10.21511/imfi.22(1).2025.30
[7] Kumar, G., Murty, A., Ratna, R., & Ranjan, A. (2024). Impact of digital financial literacy on financial inclusion - The role of fintech services. SSRN.https://doi.org/10.2139/ssrn.4954800
[8] Liang, Y., Zhang, J., & Huang, Y. (2024). Digital literacy and adoption of online finance: Evidence from rural households in China. China Economic Review, 81, 102041.https://doi.org/10.1016/j.chieco.2023.102041
[9] Nag, A., Choudhary, N., Sinha, D., Sinha, A. P., & Mishra, S. (2023). Predictive analytics - new business intelligence in SCM. International Journal of Value Chain Management, 14(3), 325-345.https://doi.org/10.1504/IJVCM.2023.133078
[10] Pant, S. K., & Agarwal, M. (2023). Impact of digital financial literacy on financial technology adoption: An empirical study in the Indian banking sector. Bharatiya Shiksha Shodh Patrika, 42(2i), 83-94.
[11] Senzokuhle, D., & Kekana, M. K. (2024). The role of digital financial literacy in the use of financial technology products and services among university students. In Proceedings of the 17th International Business Conference (pp. 105-114). Stellenbosch, South Africa.
[12] Singh, J. K. (2025). Assessing the challenges and opportunities of digital payments for small businesses in Jharkhand: A case study of Seraikella District. The Academic, 3(4), 1318-1330.
[13] Sinha, A. P., Choudhary, N., Rai, R., Asthana, A. K., & Jha, P. C. (2023). Factor analysis for technology management and its effectiveness in Indian opencast coal mining. In IntechOpen eBooks.https://doi.org/10.5772/intechopen.112670
[14] Singla, S., Nijhawan, B., & Agarwal, R. (2021). Financial inclusion through fintech: Empirical evidence from Indian NBFCs. Journal of Non-Banking Financial Markets, 8(2), 125-138.
[15] Ullah, S., Kiani, U. S., Raza, B., & Mustafa, A. (2022). Consumers' intention to adopt m-payment/m-banking: The role of their financial skills and digital literacy. Frontiers in Psychology, 13, 873708.https://doi.org/10.3389/fpsyg.2022.873708
[16] Venkatesh, V., & Davis, F. D. (2000). A theoretical extension of the technology acceptance model: Four longitudinal field studies. Management Science, 46(2), 186-204.https://doi.org/10.1287/mnsc.46.2.186.11926
[17] Bala Pratap Singh and Trilochan Sharma 2024. Recent Developments in AI and Its Impact on Financial Literacy. International Journal of Innovations in Science, Engineering And Management. 3, 2 (Dec. 2024), 14-18.DOI:https://doi.org/10.69968/ijisem.2024v3si214-18.
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