Cryptocurrency investment adoption: an analysis of Indodax application acceptance using UTAUT2
DOI:
https://doi.org/10.26740/bisma.v18n2.p159-183Keywords:
behavioral intention, cryptocurrency, indodax, performance expectancy, UTAUT2Abstract
This study examines the determinants of cryptocurrency investment adoption through the Indodax application by extending the Unified Theory of Acceptance and Use of Technology 2 (UTAUT2). Specifically, it investigates the mediating role of performance expectancy in linking effort expectancy and trust to behavioral intention. Data were collected from 417 Indodax users in Indonesia and analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). The results show that performance expectancy significantly influences behavioral intention, while effort expectancy and trust do not have significant direct effects. However, both variables indirectly influence behavioral intention through performance expectancy. This indicates that users prioritize expected benefits over ease of use and trust when making investment decisions in high-risk environments. This study extends UTAUT2 by demonstrating that, in high-risk fintech contexts, adoption behavior follows an indirect and sequential cognitive evaluation process. It provides empirical evidence from the Indonesian cryptocurrency market and highlights the conditional applicability of UTAUT2 in emerging digital investment ecosystems.
References
Abbasi, G. A., Tiew, L. Y., Tang, J., Goh, Y.-N., & Thurasamy, R. (2021). The adoption of cryptocurrency as a disruptive force: Deep learning-based dual stage structural equation modelling and artificial neural network analysis. PLOS ONE, 16(3), e0247582. https://doi.org/10.1371/journal.pone.0247582
Alalwan, A., Rana, N., Dwivedi, Y., & Algharabat, R. (2017). Social Media in Marketing: A Review and Analysis of the Existing Literature. Telematics and Informatics, 34. https://doi.org/10.1016/j.tele.2017.05.008
Alkhowaiter, W. A. (2022). Use and behavioural intention of m-payment in GCC countries: Extending meta-UTAUT with trust and Islamic religiosity. Journal of Innovation & Knowledge, 7(4), 100240. https://doi.org/10.1016/j.jik.2022.100240
Alzyoud, S., Alshurafat, H., & Khatatbeh, I. N. (2024). Understanding cryptocurrency investment behaviour in Jordan: An examination of motivational drivers through the lens of the UTAUT2 model. Studies in Economics and Finance, ahead-of-print(ahead-of-print). https://doi.org/10.1108/SEF-02-2024-0088
Astuti, I. D., Rajab, S., & Setiyouji, D. (2022). Cryptocurrency Blockchain Technology in the Digital Revolution Era. Aptisi Transactions on Technopreneurship (ATT), 4(1), 9–16. https://doi.org/10.34306/att.v4i1.216
Hair, J., Hult, G. T. M., Ringle, C., & Sarstedt, M. (2022). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM).
Hair, J., Ringle, C., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. The Journal of Marketing Theory and Practice, 19, 139–151. https://doi.org/10.2753/MTP1069-6679190202
Kostika, E., & Laopodis, N. T. (2020). Dynamic linkages among cryptocurrencies, exchange rates and global equity markets. Studies in Economics and Finance, 37(2), 243–265. https://doi.org/10.1108/SEF-01-2019-0032
Lemeshow, S. (1990). Adequacy of sample size in health studies. (No Title).
Mohd Thas Thaker, H., Mohd Thas Thaker, M. A., Khaliq, A., Allah Pitchay, A., & Iqbal Hussain, H. (2022). Behavioural intention and adoption of internet banking among clients’ of Islamic banks in Malaysia: An analysis using UTAUT2. Journal of Islamic Marketing, 13(5), 1171–1197. https://doi.org/10.1108/JIMA-11-2019-0228
Rachmad, Y. E., Bakri, A. A., Nuraini, R., Nurdiani, T. W., & Kushariyadi. (2024). Application of The Unified Theory of Acceptance and Use of Technology Method to Analyze Factors Influencing The Use of Digital Wallets in Indonesia. Jurnal Informasi Dan Teknologi. https://doi.org/10.60083/jidt.v6i1.504
Sarstedt, M., Ringle, C., & Hair, J. (2021). Partial Least Squares Structural Equation Modeling (pp. 1–47). https://doi.org/10.1007/978-3-319-05542-8_15-2
Sekaran, U., & Bougie, R. (2016). Research Methods For Business: A Skill Building Approach. Wiley. https://books.google.co.id/books?id=Ko6bCgAAQBAJ
Twum, K., Ofori, D., Keney, G., & Korang-Yeboah, B. (2021). Using the UTAUT, personal innovativeness and perceived financial cost to examine student’s intention to use E-learning. Journal of Science and Technology Policy Management, ahead-of-print. https://doi.org/10.1108/JSTPM-12-2020-0168
Ul-Ain, N., Kaur, K., & Waheed, M. (2015). The influence of learning value on learning management system use: An extension of UTAUT2. Information Development, 32. https://doi.org/10.1177/0266666915597546
Venkatesh, Thong, & Xu. (2012). Consumer Acceptance and Use of Information Technology: Extending the Unified Theory of Acceptance and Use of Technology. MIS Quarterly, 36(1), 157. https://doi.org/10.2307/41410412
Venkatesh, V., Morris, M., Davis, G., & Davis, F. (2003). User Acceptance of Information Technology: Toward a Unified View. MIS Quarterly, 27, 425–478. https://doi.org/10.2307/30036540
Zaid Kilani, A. A.-H., Kakeesh, D. F., Al-Weshah, G. A., & Al-Debei, M. M. (2023). Consumer post-adoption of e-wallet: An extended UTAUT2 perspective with trust. Journal of Open Innovation: Technology, Market, and Complexity, 9(3), 100113. https://doi.org/10.1016/j.joitmc.2023.100113
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