Abstract
Digital transformation has reshaped financial management and accounting behavior among micro, small, and medium enterprises (MSMEs), particularly within the framework of Islamic finance, where technology adoption is closely linked to ethical and sharia compliance values. This study examines the influence of digital literacy on sustainable business practices, with Islamic fintech adoption as a mediating variable among MSME actors in Gorontalo Province, Indonesia. Using a mixed-methods sequential explanatory design, this research integrates quantitative data from 49 respondents with qualitative insights obtained through in-depth interviews. The quantitative findings indicate that digital literacy significantly affects sustainable business practices (Ξ² = 0.6303, p < 0.001), while the mediating role of Islamic fintech adoption is statistically insignificant (z = 1.188, p = 0.235). The qualitative analysis reveals that social trust, religious values, and accessibility shape MSME adoption behavior toward Pegadaian Digital Syariah. Theoretically, this study strengthens the integration of the Technology Acceptance Model (TAM), Diffusion of Innovation Theory (DOI), and Sustainable Business Model Innovation (SBM) in explaining digital transformation within Islamic finance. Practically, the results emphasize the importance of Islamic value-based digital literacy programs and inclusive digital financial accounting strategies that foster trust, ethics, and sustainability. Overall, digital literacy emerges as the key driver of MSME sustainability in the digital era, while the success of Islamic fintech adoption depends on ethical awareness and socio-cultural trust within local contexts.
Keywords
- digital literacy
- Islamic fintech adoption
- digital financial accounting
- sustainable business practices
- MSMEs
References
- Abubakar A., M. . A. (2022). Factors influencing the Islamic fintech acceptance: The moderating role of Islamic financial literacy. Journal of Islamic Accounting and Business Research, 13(8), 1102β1121. https://pure.kfupm.edu.sa/en/publications/factors-influencing-the-islamic-fintech-acceptance-moderating-rol
- Ahmad, K., & Yahaya, M. H. (2022). Islamic social financing and efficient zakat distribution: impact of fintech adoption among the asnaf in Malaysia. Journal of Islamic Marketing, 14(9), 2253β2284. https://doi.org/10.1108/JIMA-04-2021-0102
- Alshater, M. M., Hussain, H. I., & Haider, J. (2022). Fintech in Islamic finance literature: A review. International Journal of Islamic and Middle Eastern Finance and Management, 15(4), 665β687. https://doi.org/10.1108/IMEFM-10-2021-0394
- Baron, R. M., & Kenny, D. A. (1986). The moderatorβmediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51(6), 1173β1182. https://doi.org/10.1037/0022-3514.51.6.1173
- Carmagnac, L., Dubois, A., & Giard, V. (2022). Diffusion of sustainability innovation through social learning in industrial networks. Production Planning & Control, 33(11), 932β947. https://doi.org/10.1080/09537287.2022.2128693
- Ciulli, F., Kolk, A., & Bidmon, C. M. (2022). Sustainable business model innovation and scaling through collaboration. Environmental Innovation and Societal Transitions, 45, 615β630. https://doi.org/10.1016/j.eist.2022.11.003
- Cohen, J., Cohen, P., West, S. G., & Aiken, L. S. (2003). Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences. Lawrence Erlbaum Associates.
- Creswell, J. W., & Creswell, J. D. (2023). Research Design: Qualitative, Quantitative, and Mixed Methods Approaches. Sage Publications.
- Creswell, J. W., & Plano Clark, V. L. (2018). Designing and Conducting Mixed Methods Research. Sage Publications.
- Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319β340. https://doi.org/10.2307/249008
- Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2021). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). Sage Publications. https://doi.org/10.1007/978-3-031-06097-3
- Hasan, M. (2024). Fintech and sustainable development: A systematic review. International Review of Economics & Finance, 92, 320β337. https://doi.org/10.1016/j.iref.2023.12.012
- Hassan, R. (2022). Diffusion of innovation in sustainable development projects: A proposed integrative model. International Journal of Innovation and Sustainable Development, 16(4), 425β440. https://doi.org/10.1504/IJISD.2022.122604
- Jain S., P. . G. (2021). What Drives FinTech Adoption? A Study of Financial Literacyβs Moderating Role in India. Management Decision, 59(8), 1758β1778. https://www.emerald.com/insight/content/doi/10.1108/MD-11-2019-1553/full/html
- Lee, I., & Shin, Y. J. (2018). Fintech: Ecosystem, business models, investment decisions, and challenges. Business Horizons, 61(1), 35β46. https://doi.org/10.1016/j.bushor.2017.09.003
- Lincoln, Y. S., & Guba, E. G. (1985). Naturalistic Inquiry. Sage Publications.
- Marhadi, M., Fathoni, A. F., Setiawan, B., Pratiwi, D., Hayati, R., Boros, A., & Sudibyo, N. A. (2024). Continuance Intention of Fintech Peer-to-Peer (P2P) financing Shariah: Moderation Role of Brand Schematicity and Digital Financial Literacy. Journal of Open Innovation: Technology, Market, and Complexity, 10(2), 100301. https://doi.org/10.1016/j.joitmc.2024.100301
- Martins, A., Sousa, M., & Brochado, A. (2022). Sustainability practices in SMEs: A systematic literature review. Sustainability, 14(5), 2827. https://doi.org/10.3390/su14052827
- Meyliana E.; Surjandy, S., M. . F. (2019). The Influence of Perceived Risk and Trust in Adoption of FinTech Services in Indonesia. CommIT: Communication & Information Technology Journal, 13(1), 31β37. https://journal.binus.ac.id/index.php/commit/article/view/5708
- Nugraha B.; Nathan, R. J.; FeketeβFarkas, M., D. P. . S. (2022). Fintech Adoption Drivers for Innovation for SMEs in Indonesia. Journal of Open Innovation: Technology, Market, and Complexity, 8(4), 208. https://www.mdpi.com/2199-8531/8/4/208
- Nunnally, J. C., & Bernstein, I. H. (1994). Psychometric Theory. McGraw-Hill.
- Oliveira-Dias, D., & Martins, F. (2022). Fostering business model innovation for sustainability: The role of dynamic capabilities in emerging markets. Management Decision, 60(13), 105β120. https://doi.org/10.1108/MD-05-2022-0546
- Preacher, K. J., & Hayes, A. F. (2008). Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behavior Research Methods, 40(3), 879β891. https://doi.org/10.3758/BRM.40.3.879
- Rahayu B.; Fitria, H., R. . S. (2024). Determinant factors of Islamic financial technology acceptance: Evidence from Indonesia. Journal of Telecommunications and the Digital Economy, 12(2), 29β45. https://jtde.telsoc.org/index.php/jtde/article/view/790
- Rahman M.; Sulaiman, N., A. . H. (2023). Examining factors influencing adoption of Islamic fintech. Journal of Social and Management Sciences, 14(5), 62β72. https://www.aasmr.org/jsms/Vol14/No.5/Vol.14.No.5.05.pdf
- Rehman, S. U., Khan, M. A., & Tariq, M. (2023). Fintech adoption in SMEs and bank credit supplies. Economies, 11(2), 55. https://doi.org/10.3390/economies11020055
- Rogers, E. M. (2003). Diffusion of Innovations (5th ed). Free Press.
- Sharma Y. K.; Hughes, L., P. . D. (2024). Does FinTech adoption impact on sustainability of small businesses: Mediating role of financial well-being. Global Knowledge, Memory and Communication, 73(4). https://www.researchgate.net/publication/384840994_Does_FinTech_adoption_impact_on_sustainability_of_small_businesses_mediating_role_of_financial_well-being
- Suhartanto, D., Arya, V., Sihombing, R., & Hadi, P. (2024). Green practices in small business: Drivers and performance in Southeast Asia. Journal of Business Research, 170, 115β127. https://doi.org/10.1016/j.jbusres.2023.113384
- Tashakkori, A., & Teddlie, C. (2021). Foundations of Mixed Methods Research: Integrating Quantitative and Qualitative Approaches in the Social and Behavioral Sciences. Sage Publications.
- Ullah U. S.; Raza, B.; Mustafa, A., S. . K. (2022). Consumersβ Intention to Adopt mβpayment/mβbanking: The Role of Their Financial Skills and Digital Literacy. Frontiers in Psychology, 13. https://www.frontiersin.org/articles/10.3389/fpsyg.2022.873708/full
- Venkatesh, V., Brown, S. A., & Bala, H. (2019). Bridging the qualitativeβquantitative divide: Guidelines for conducting mixed methods research in information systems. MIS Quarterly, 43(4), 1097β1112. https://doi.org/10.25300/MISQ/2019/13917
- Waqar R.; Siddiqui, F., M. . K. (2025). Fintech revolution and sustainability: Unveiling the impact on SMEs through circular economy and green innovation practices. Journal of Cleaner Production, 455, 100281. https://www.sciencedirect.com/science/article/pii/S2666188825002813
- YeΕilyurt A.; AydΔ±n, S., E. . Γ. (2023). Digital literacy, technological literacy, and internet literacy as predictors of attitude toward applying computerβsupported education. Education and Information Technologies. https://link.springer.com/article/10.1007/s10639-022-11311-1