Penetrasi Bank Digital dan Inklusi Keuangan Rumah Tangga Perdesaan di Nusa Tenggara Barat: Pendekatan Structural Equation Modeling
DOI:
https://doi.org/10.70716/emis.v4i1.462Keywords:
digital banking, financial inclusion, rural households, digital literacy, Structural Equation ModelingAbstract
This study examines the impact of digital banking penetration on rural household financial inclusion in West Nusa Tenggara using a Partial Least Squares Structural Equation Modeling approach. The research is motivated by limited access to formal financial services in rural areas and the rapid expansion of digital banking services over the past decade. The proposed model investigates the relationships among digital infrastructure, digital literacy, trust, digital banking penetration, and financial inclusion. Data were collected from 352 rural households selected through multistage random sampling. The analysis involved measurement and structural model assessments to ensure validity, reliability, and the significance of relationships among constructs. The findings reveal that digital banking penetration has a positive and significant effect on rural household financial inclusion. Digital infrastructure and digital literacy significantly enhance digital banking penetration, while trust strengthens the adoption and sustained use of digital financial services. The R square value of 0.63 indicates strong explanatory power of the model in explaining variations in financial inclusion. Mediation analysis confirms that digital literacy mediates the relationship between digital banking penetration and financial inclusion. The study concludes that improving rural financial inclusion requires more than expanding digital banking services. It demands adequate digital infrastructure, strong digital literacy, and high levels of trust in digital financial systems. Policy implications highlight the need for integrated strategies that combine infrastructure development, digital literacy programs, and consumer protection frameworks to foster sustainable financial inclusion in rural areas.
References
Amnas, M. B., Selvam, M., & Parayitam, S. (2024). FinTech and financial inclusion: Exploring the mediating role of digital financial literacy and the moderating influence of perceived regulatory support. Journal of Risk and Financial Management, 17(3), 108.
Annisa, D. T., Soma, A. M., & Sitorus, P. M. (2024). The influence of financial literacy, digital literacy, and social capital on digital bank financial inclusion. International Journal of Social Sciences, Humanities and Research, 7(11), 11–20.
Gibran, K. (2025). Inklusi keuangan melalui mata uang elektronik: Peran perbankan dalam menjembatani kesenjangan digital di masyarakat pedesaan. Jurnal Ekobismen, 5(2), 72–84.
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2022). A primer on partial least squares structural equation modeling (PLS-SEM) (3rd ed.). Sage Publications.
Harahap, D. (2024). Digital banking transformation and customer financial behavior: An SEM analysis. Journal of Applied Structural Equation Modeling, 8(1), 1–15.
Ikmanila, R. (2025). The role of digital banking in enhancing financial inclusion. Journal of Economics and Banking Ikmanila, R., & Djastuti, I. (2025). The role of digital banking in enhancing financial inclusion. Economic and Business Horizon, 4(3), 459-468.
Kerthayasa, I. W., & Darmayanti, N. P. A. (2023). Pengaruh literasi keuangan dan financial technology terhadap inklusi keuangan di desa Pengotan. E-Jurnal Manajemen.
Khan, S., Ahmed, F., & Alam, K. (2023). Digital financial services and rural inclusion: Evidence from emerging economies. Journal of Rural Development, 45(2), 114–130.
Li, Y., & Huang, L. (2024). Exploring structural determinants of financial inclusion in rural areas: A comparative analysis. International Journal of Financial Studies, 12(1), 21.
Mendes, R., & Ferreira, P. (2023). Digital banking and financial inclusion: Evidence from rural populations. Journal of Digital Banking, 8(3), 45–63.
Mulaudzi, F. M., & Chikuta, O. (2022). Mobile banking adoption in low-income rural communities. Africa Journal of Information Systems, 14(1), 76–89.
Nathanael, A. C., & Ngollo, M. I. (2026). Fintech adoption and its impact on financial inclusion: A survey-based analysis of rural entrepreneurs in Tanzania. Keunis, 14(1), 14–29.
Nguyen, T. D., & Tran, Q. (2021). Financial inclusion through digital innovation in Asia: Impacts and barriers. Asian Economic Journal, 35(4), 289–307.
Ningsih, R., & Yolanda. (2025). Digitalization of financial services and financial inclusion in rural areas. Jurnal Multidisiplin Indonesia, 3(2), 1–23.
Ofori, E., & Kwarteng, A. (2022). The mediating role of digital literacy in financial inclusion: A cross-sectional study. Journal of Financial Literacy, 9(1), 51–67.
Prashasti, P., & Tiwari, A. K. (2026). Financial inclusion in rural region: A review and research agenda. Future Business Journal, 12, 49.
Qureshi, A., Malik, S., & Rehman, A. (2023). Digital literacy and mobile finance adoption among rural users. Journal of Technology and Society, 22(1), 33–51.
Rashid, H., & Kabir, R. (2024). Fintech adoption and financial literacy: Moderating effects on inclusion. Journal of Financial Services Research, 60(1), 89–107.
Rotinsulu, C. N. M., Murniati, S., & Herlina, H. (2024). Financial inclusion through digital banking: Bridging the gap for underserved communities. Journal of Economics and Management Sciences, 7(3), 97–110.
Sahputri, R. A. M. (2024). Financial inclusion in Indonesia: An analysis of determinants of bank account ownership and credit access. Economics and Finance in Indonesia, 70(2), 115–130.
Setiawati, I. (2024). Financial Inclusion and rural economic resilience: Evidence from Indonesia’s digital payment expansion. Moneta: Journal of Economics and Finance, 2(1), 55–71.
Singh, J., & Bhatia, V. (2023). Linking digital literacy to financial behavior: A rural household study. Journal of Behavioral Finance, 14(2), 180–196.
Suroso, A., Hidayat, R., & Amalia, L. (2022). Infrastructure and digital banking adoption in rural districts. Journal of Economic Infrastructure, 10(4), 55–70.
Thompson, G., & Murray, J. (2022). Trust and online financial behavior in rural users. Journal of Consumer Behavior, 21(5), 432–447.
Ungureanu, M., Popescu, A., & Dumitrescu, L. (2023). Trust and digital banking adoption: A systematic review. Journal of Banking and Finance, 57(7), 123–140.
Valencia, D., & Herrera, L. (2021). The impact of social capital on financial inclusion in rural settings. Rural Sociology Review, 15(3), 210–227.
Wang, S., & Li, J. (2022). Integrating infrastructure and literacy to advance financial inclusion. Journal of Financial Inclusion, 4(1), 99–118.
Xu, Q., Zhang, Y., & Chen, L. (2023). A multi-level analysis of digital financial inclusion indicators. Financial Technology Journal, 17(2), 75–94.
Yuko, M., Suratin, M., Mahfudz, & Sukresna, I. M. (2025). The impact of digital payments on financial inclusion in rural areas. Research Horizon, 5(1), 117–124.
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