Taqwa as The Primary Driver of Islamic Fintech Adoption Intention: Empirical Evidence from Muslim Students in Indonesia
Abstract
Background: This study examines the influence of spiritual values and religiosity on behavioral intention to use Islamic fintech, with trust in sharia governance as a mediating variable. Using a quantitative approach with Partial Least Squares Structural Equation
Method: Modeling (PLS-SEM), data were collected from 1480 student respondents through questionnaires. The study analyzes relationships among Perceived Taqwa Value, Spiritual Risk Aversion, Religio-Financial Literacy, Religious Social Norms, Trust in Sharia Governance, and Behavioral Intention.
Results: The findings reveal that Perceived Taqwa Value significantly and positively affects the intention to use Islamic fintech. However, Spiritual Risk Aversion, Religio-Financial Literacy, Religious Social Norms, and Trust in Sharia Governance do not show significant direct effects. Additionally, trust in sharia governance does not function as a mediating variable. The primary barriers identified are limited financial capacity and lack of experience with Islamic fintech services.
Conclusion: This study contributes to the development of the Theory of Planned Behavior (TPB) by incorporating spiritual and religious dimensions in financial behavior analysis. It highlights that taqwa is a key driver in shaping sharia-based financial intentions among young Muslims. The study suggests that Islamic fintech providers should emphasize spiritual values and improve accessibility through affordable services. Future research should involve broader samples and consider economic factors.
References
Alam, Syed Shah., Janor, Harlina Suzana., Zanariah., & Ahsan, Md N, Is religiosity an important factor in influencing the intention to undertake Islamic home financing in Malaysia? World Applied Sciences Journal, 19(7), 1030–1041, 2012.
Bank Indonesia, Laporan Ekonomi dan Keuangan Syariah Indonesia. Jakarta: Bank Indonesia, 2022.
Chapra, M. Umer The Future of Economics: An Islamic Perspective. Leicester: Islamic Foundation, 2000.
Davis, Fred D, Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319–340, 1989.
Dusuki, Asyraf Wajdi., & Abdullah, Nurdianawati Irwani, Why do Malaysian customers patronise Islamic banks? International Journal of Bank Marketing, 25(3), 142–160, 2007.
EY, Global FinTech Adoption Index 2019. Ernst & Young Global Limited, 2019.
Hassan, M. Kabir., & Lewis, Mervyn K. , Handbook of Islamic Banking. Cheltenham: Edward Elgar Publishing, 2007.
OECD, Global Insurance Market Trends. Paris: OECD Publishing, 2025.
Olson, Dennis., & Zoubi, Tarek, Efficiency and bank profitability in MENA countries. Emerging Markets Review, 12(2), 94–110, 2011.
Otoritas Jasa Keuangan, Perkembangan Fintech Syariah di Indonesia. Jakarta: OJK, 2023.
Shaikh, Imran., Glavina, V.., & Karjaluoto, Heikki, Fintech research: A literature review. Electronic Commerce Research and Applications, 34, 100833, 2020.
Venkatesh, Viswanath., Morris, Michael G.., Davis, Gordon B.., & Davis, Fred D, User acceptance of information technology: Toward a unified view. MIS Quarterly, 27(3), 425–478, 2003.
Warsame, Mohammed H.., & Ireri, Edward M, Does the theory of planned behavior predict the use of Islamic banking? International Journal of Bank Marketing, 34(7), 821–840, 2016.
World Bank, Digital Financial Services. Washington, DC: World Bank Group, 2022.
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