Application of Multiple Linear Regression on Factors Affecting the Acceptance of Financial Technology Among UiTM Students
Abstract
Financial technology, also referred to as "FinTech," is a term used to describe emerging technology that aims to enhance and automate the provision of financial services. In this research, the focus was on cryptocurrencies, non-fungible tokens (NFT), and metaverses that are considered part of the fintech industry, as they all involve technology to facilitate financial transactions and interactions. The insufficiency of quantitative academic literature on the factor influencing students’ acceptance of financial technologies resulting to have uncertainty on the local degree student’s attitudes and perceptions towards these emerging technologies. The purpose of this study was to identify the factors influencing the acceptance of financial technologies. A stratified sampling technique was utilized and 329 respondents were selected. This study used primary data which is by distributing the questionnaire in Google Form and the link was sent out via WhatsApp to collect the data. The independent t- test, one way ANOVA and multiple linear regression were applied in this study. The result of T-test indicates that the male students had higher mean value than female students in accepting the financial technology. Meanwhile, based on ANOVA, there was a significant mean difference in fintech acceptance between programmes. Hence, by using multiple linear regression, the significant factors influencing the acceptance of financial technologies were knowledge, openness, and social influences. It is recommended that future researchers study other areas of Fintech, like blockchain, to gain a better understanding of Fintech as a whole.
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References
Ahmad, S., Urus, S.T., & Nazri, S. N. F. (2021). Technology Acceptance of Financial Technology (Fintech) For Payment Services Among Employed Fresh Graduates. Asia-Pacific Management Accounting Journal, 16(2). https://ir.uitm.edu.my/id/eprint/6054/1/6054.pdf
Alaeddin, O., & Altounjy, R. (2018). Trust, technology awareness and satisfaction effect into the intention to use cryptocurrency among generation Z in Malaysia. International Journal of Engineering & Technology, 7(4.29), 8-10.
Ambily, A. S., & Achal, K. S. (2022, August 15). “Awareness of crypto currency among adults - JMRA.” Journal of Management Research and Analysis, 30 August 2022, https://www.jmra.in/html-article/17249.
Aburbeian, A. M., Owda, A. Y., & Owda, M. (2022). A Technology Acceptance Model Survey of the Metaverse Prospects. AI, 3(2), 285–302. https://doi.org/10.3390/ai3020018
Davis, F.D., 1989. Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319-340. Available at: https://doi.org/10.2307/249008.
Huei, C. T., Cheng, L. S., Seong, L. C., Khin, A. A., & Bin, R. L. L. (2018). Preliminary study on consumer attitude towards fintech products and services in Malaysia. International Journal of Engineering & Technology, 7(2.29), 166-169.
Jin, C. C., Seong, L. C., & Khin, A. A. (2019). Factors affecting the consumer acceptance towards fintech products and services in Malaysia. International Journal of Asian Social Science, 9(1), 59-65.
Jünger, M., & Mietzner, M. (2020). Banking goes digital: The adoption of FinTech services by German households. Finance Research Letters, 34, 101260.
Keng, S. C., Choo, W., Pui, Y. Y., Chan, H.L., & Teh, J. (2019). An Adoption of Fintech Service in Malaysia. South East Asia Journal of Contemporary Business, Economics and Law, 18. https://seajbel.com/wp-content/uploads/2019/05/seajbel5- VOL18_241.pdf
Kuzmina-Merlino, I., & Saksonova, S. (2018). The knowledge and competencies required for the fintech sector. New Challenges of Economic and Business Development–2018: Productivity and Economic Growth, 387.
Li, C., Khaliq, N., Chinove, L., Khaliq, U., Popp, J., & Oláh, J. (2023). Cryptocurrency Acceptance Model to Analyze Consumers’ Usage Intention: Evidence From Pakistan. SAGE Open, 13(1). https://doi.org/10.1177/21582440231156360
Lusardi, A., & Mitchell, O. S. (2014). The economic importance of financial literacy: Theory and evidence. American Economic Journal: Journal of Economic Literature, 52(1), 5-44.
Mahmud, K., Joarder, M. M. A., & Sakib, K. (2023). Customer Fintech Readiness (CFR): Assessing customer readiness for fintech in Bangladesh. Journal of Open Innovation: Technology, Market, and Complexity, 9(2), 100032.
Moreira-Santos, D., Au-Yong-Oliveira, M., & Palma-Moreira, A. (2022). Fintech Services and the Drivers of Their Implementation in Small and Medium Enterprises. Information, 13(9), 409.
Oktafian Histori, S. (2022, October). Financial Literacy, Social Influence And The Use Of Digital Payments: A Literature Review. In Proceeding of The International Conference on Economics and Business, 1(2), 206-220.
Saher Zeast Hasan, Huma Ayub, Abida Ellahi, & Mahnoor Saleem (2021). A Moderated Mediation Model of Factors Influencing Intention to Adopt Cryptocurrency among University Students. Hindawi, https://www.hindawi.com/journals/hbet/2022/9718920/#results.
Singh, S., Sahni, M. M., & Kovid, R. K. (2020). What drives FinTech adoption? A multi- method evaluation using an adapted technology acceptance model. Management Decision, ahead-of-print(ahead-of-print). doi:10.1108/md-09-2019-1318.
Simarmata, M. T., & Hia, I. J. (2020). The role of personal innovativeness on behavioral intention of Information Technology. Journal of Economics and Business, 1(2), 18-29.
Stolper, O. A., & Walter, A. (2017). Financial literacy, financial advice, and financial behavior. Journal of business economics, 87, 581-643.
Statista. (2022, October 5). Malaysia: Cryptocurrency ownership rate 2022. Statista. https://www.statista.com/statistics/1327612/malaysia-cryptocurrency- ownershi p-rate/
Swathy, S., & Akshay, A. (2019). A Study on awareness and perception of cryptocurrency in Bangalore. Indian Journal of Applies Research, 9(4), 15-25
Vetrichelvi, S., & Shanmuga Priya , A. R. (2022). A Study on Awareness and Attitude towards Crypto Currency among College Students. Pecialusis Ugdymas / Special Education , 1, 6488–6496.
Wu, G., Yang, J., & Hu, Q. (2022). Research on factors affecting people's intention to use digital currency: Empirical evidence from China. Frontiers in Psychology, 13, 928735. https://doi.org/10.3389/fpsyg.2022.928735
Whiteman, D. (2022, July 25). What Is Fintech? Forbes. https://www.forbes.com/advisor/banking/what-is-fintech/
Yoon, B. H., Kim, J. Y., You,Y.Y., & Kim, S.B. (2016). A study on User Behaviors for Consulting of Fintech Companies. Indian Journal of Science and Technology, 9(26). DOI: 10.17485/ijst/2016/v9i26/97289















