From Knowledge To Action: Evaluating The Effectiveness of Emerging Technologies in Enhancing Tax Compliance Readiness among University Students
Abstract
The fast-moving digital revolution in the education sector has transformed how future taxpayers learn and prepare to comply. The conceptual paper is a discussion of the use of emerging technologies like AI-assisted learning, gamification of tax simulations, and digital tax laboratory to increase the readiness of tax compliance among university students in Malaysia and Indonesia. Based on the Technology Acceptance Model (TAM) and Transformative Learning Theory (TLT), the developed framework describes the role of digital learning engagement, perceived usefulness, and reflective learning in developing compliance-oriented behaviour. The paper adds to theory by developing TAM and TLT in a tax education setting and provides implications for the use of technology-based curriculum to produce ethical and digitally skilled taxpayers.
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Abdul Rashid, S. F., & Ramli, R. (2024). Income Sustainability Through Tax Governance in the Digital Age. In Corporate Governance and Sustainability: Navigating Malaysia's Business Landscape (pp. 157-172). Singapore: Springer Nature Singapore. https://doi.org/10.1007/978-981-97-7808-9_9#DOI DOI: https://doi.org/10.1007/978-981-97-7808-9_9
Alshammari, S. H., & Alkhwaldi, A. F. (2025). An integrated approach using social support theory and the technology acceptance model to investigate the sustainable use of digital learning technologies. Scientific Reports, 15(1), 342. https://doi.org/10.1038/s41598-024-83450-z DOI: https://doi.org/10.1038/s41598-024-83450-z
Ananda, R. (2025). Comparison of Coretax With Digital Tax Systems in ASEAN Countries: Policy and Implementation Study. Journal Of Strategic Behaviour Accounting, 1(01). https://journal.unesa.ac.id/index.php/jsba/article/download/42027/13688 DOI: https://doi.org/10.26740/jsba.v1i01.42027
Ariyibi, K. O., Bello, O. F., Adediran, O. F., Phillips, A., Odumuwagun, O., & Kazeem, O. (2024). The application of blockchain technology to improve tax compliance and ensure transparency in global transactions. International Journal of Science and Research Archive, 13(02), 1516-1527. https://doi.org/10.30574/ijsra.2024.13.2.2286 DOI: https://doi.org/10.30574/ijsra.2024.13.2.2286
Avsec, S. (2023). Design thinking to envision more sustainable technology-enhanced teaching for effective knowledge transfer. Sustainability, 15(2), 1163. https://doi.org/10.3390/su15021163 DOI: https://doi.org/10.3390/su15021163
Ayub Khan, A., Laghari, A. A., Shaikh, A. A., Bourouis, S., Mamlouk, A. M., & Alshazly, H. (2021). Educational blockchain: A secure degree attestation and verification traceability architecture for the Higher Education Commission. Applied Sciences, 11(22), 10917. https://doi.org/10.3390/app112210917 DOI: https://doi.org/10.3390/app112210917
Bakar, A., Nadia, S. A., Sapari, A., & Tanggamani, V. (2023). Technological Advancements: Does It Really Matter In Tax Education?. International Journal of Academic Research in Business and Social Sciences, 13(11). https://kwpublications.com/papers_submitted/7469/technological-advancements-does-it-really-matter-in-tax-education.pdf DOI: https://doi.org/10.6007/IJARBSS/v13-i11/19197
Barakina, E. Y., Popova, A. V., Gorokhova, S. S., & Voskovskaya, A. S. (2021). Digital Technologies and Artificial Intelligence in Education. European Journal of Contemporary Education, 10(2), 285-296. DOI: 10.13187/ejced.2021.2.285 DOI: https://doi.org/10.13187/ejced.2021.2.285
Bleiler, L. B. (2023). Transformative Learning Theory as Applied to Worship Studies. Liberty University.
Celestin, M., Vasuki, M., Kumar, A. D., & Sujatha, S. (2024). The Future of Education. DK International Research Foundation. https://doi.org/10.5281/zenodo.14434814
Elumilade, O. O., Ogundeji, I. A., Achumie, G. O., Omokhoa, H. E., & Omowole, B. M. (2022). Optimizing corporate tax strategies and transfer pricing policies to improve financial efficiency and compliance. Journal of Advanced Multidisciplinary Research, 1(2), 28-38. https://doi.org/10.54660/.JHMR.2022.1.2.28-38 DOI: https://doi.org/10.54660/.JHMR.2022.1.2.28-38
Fatmasari, R. R., Yolistina, A., & Hanuun, N. N. P. (2023). Utilization of ChatGPT in the Context of Tax Education in Indonesia: A Perspective Review. Journal of Economics, Accounting, Business, Management, Engineering and Society, 1(1), 63-65. http://kisainstitute.com/index.php/kisainstitute/article/download/7/8
Fauzi, M. A. (2022). Partial Least Squares Structural Equation Modelling (PLS-SEM) in Knowledge Management Studies: Knowledge Sharing in Virtual Communities. Knowledge Management & E-Learning, 14(1), 103-124. https://doi.org/10.34105/j.kmel.2022.14.007 DOI: https://doi.org/10.34105/j.kmel.2022.14.007
Hasil.gov.my (2025). Inland Revenue Board of Malaysia, https://www.hasil.gov.my/en/
Jalgasbaevna, A. N., ChandraMohan, A., & Panicker, L. V. (2025). Social Media and Reading Motivation: A Self-Determination Theory Perspective. In the 3rd International Conference on Global Education (p. 84). https://www.researchgate.net/profile/Nandar-Win/publication/395470925_ICOGE_2025_PROCEEDING_BOOK/links/68c6e59f4eef4b024b8b6c8e/ICOGE-2025-PROCEEDING-BOOK.pdf#page=100
Junaedi, A. T., Renaldo, N., Yovita, I., Veronica, K., & Sudarno, S. (2023). Digital culture as a moderating factor in increasing digital literacy. Reflection: Education and Pedagogical Insights, 1(3), 116-127. https://firstcierapublisher.com/index.php/reflection/article/download/49/60
Kamaruddin, N., Mei, C. C. Y., Low, W. Y., & Hashim, A. (2023). Online education in Malaysia: Institutional change to stimulate digital literacy. Digitalization and Development (pp. 133-150). Routledge. https://doi.org/10.4324/9781003367093 DOI: https://doi.org/10.4324/9781003367093-8
Komasawa, N., & Yokohira, M. (2023). Simulation-based education in the artificial intelligence era. Cureus, 15(6). DOI: 10.7759/cureus. 40940 DOI: https://doi.org/10.7759/cureus.40940
Kozlenkova, I. V., Warren, C., Kotha, S., Boghrati, R., & Palmatier, R. W. (2025). Conceptual Research: Multidisciplinary Insights for Marketing. Journal of Marketing, 00222429241302814. https://journals.sagepub.com/doi/abs/10.1177/00222429241302814 DOI: https://doi.org/10.1177/00222429241302814
Li, N. (2022). How Technology Promotes Educational Change: Studies of Virtual Learning Environment in Higher Education. The University of Liverpool (United Kingdom).
Li, X., Zhang, J., & Yang, J. (2024). The effect of computer self-efficacy on the behavioral intention to use translation technologies among college students: Mediating role of learning motivation and cognitive engagement. Acta Psychologica, 246, 104259. https://doi.org/10.1016/j.actpsy.2024.104259 DOI: https://doi.org/10.1016/j.actpsy.2024.104259
Marengo, A., Pagano, A., Lund, B., & Santamato, V. (2025). Research AI: Integrating AI and gamification in higher education for e-learning optimization and soft skills assessment through a cross-study synthesis. Frontiers in Computer Science, 7, 1587040. https://doi.org/10.3389/fcomp.2025.1587040 DOI: https://doi.org/10.3389/fcomp.2025.1587040
Mohamad, N. M., Zin, N. M., Sulaiman, S., & Abdul, N. Z. (2023). The influence of tax education on tax awareness among secondary school students in Malaysia. Asian Journal of Research in Education and Social Sciences, 5(1), 137-150. https://doi.org/10.55057/ajress.2023.5.1.14 DOI: https://doi.org/10.55057/ajress.2023.5.1.14
Noroozi, O. (2025). Towards Technology-Enhanced Transformative Learning Environments. International Journal of Technology in Education, 8(2), 541-556. https://doi.org/10.46328/ijte.1209 DOI: https://doi.org/10.46328/ijte.1209
Okunogbe, O., & Santoro, F. (2023). The promise and limitations of information technology for tax mobilization. The World Bank Research Observer, 38(2), 295-324. https://opendocs.ids.ac.uk/ndownloader/files/48183283 DOI: https://doi.org/10.1093/wbro/lkac008
Omar, M. K., & Mohmad, I. R. (2023). Pedagogy, ICT skills, and online teaching readiness as factors on digital competency practices among secondary school teachers in Malaysia. Asian Journal of Vocational Education and Humanities, 4(1), 1-9. https://doi.org/10.53797/ajvah.v4i1.1.202 DOI: https://doi.org/10.53797/ajvah.v4i1.1.2023
Opiso, J., Korutaro Nkundabanyanga, S., Tumwine, S., Kigongo Kaawaase, T., Senyonga, L., & Echegu, S. (2023). The digital era of taxation: Analysing the effectiveness of digital tax adoption on petroleum excise duty revenue. Cogent Business & Management, 10(3), 2272370. https://doi.org/10.1080/23311975.2023.2272370 DOI: https://doi.org/10.1080/23311975.2023.2272370
Pajak.go.id, (2025). AI in the Taxation System: A Future Within Reach, https://www.pajak.go.id/en/artikel/ai-taxation-system-future-within-reach
Rashid, S. F. A., Hassan, N. S. A., & Wahab, A. B. A. (2023). The Use of YouTube as a Supplementary Method in Tax Teaching and Learning: Its Impact on Tax Awareness and Knowledge. International Business Education Journal, 16(2), 49-60. https://doi.org/10.37134/ibej.Vol16.2.5.2023 DOI: https://doi.org/10.37134/ibej.Vol16.2.5.2023
Ratnawati, A. T., & Darmanto, S. (2023). Role of attitude and intention on the relationship between perceived ease of use, perceived usefulness, trust, and E-tax system behavior. Global Business & Finance Review (GBFR), 28(7), 89-104. https://doi.org/10.17549/gbfr.2023.28.7.89%0A DOI: https://doi.org/10.17549/gbfr.2023.28.7.89
Rivera, E. S., & Garden, C. L. P. (2021). Gamification for student engagement: a framework. Journal of Further and Higher Education, 45(7), 999-1012. https://doi.org/10.1080/0309877X.2021.1875201 DOI: https://doi.org/10.1080/0309877X.2021.1875201
Strielkowski, W., Grebennikova, V., Lisovskiy, A., Rakhimova, G., & Vasileva, T. (2025). AI?driven adaptive learning for sustainable educational transformation. Sustainable Development, 33(2), 1921-1947. DOI: 10.1002/sd.3221 DOI: https://doi.org/10.1002/sd.3221
Taing, H. B., & Chang, Y. (2021). Determinants of tax compliance intention: Focus on the theory of planned behavior. International Journal of Public Administration, 44(1), 62-73. https://doi.org/10.1080/01900692.2020.1728313 DOI: https://doi.org/10.1080/01900692.2020.1728313
Wang, C., Chen, X., Yu, T., Liu, Y., & Jing, Y. (2024). Education reform and change driven by digital technology: A bibliometric study from a global perspective. Humanities and Social Sciences Communications, 11(1), 1-17. https://doi.org/10.1057/s41599-024-02717-y DOI: https://doi.org/10.1057/s41599-024-02717-y
Wei, Z. (2024). Navigating digital learning landscapes: unveiling the interplay between learning behaviors, digital literacy, and educational outcomes. Journal of the Knowledge Economy, 15(3), 10516-10546. https://doi.org/10.1007/s13132-023-01522-3 DOI: https://doi.org/10.1007/s13132-023-01522-3
Wiweko, A., & Anggara, A. W. (2025). A review of digital marketing practices among SMEs in Indonesia: Trends, challenges, and opportunities. International Research Journal of Economics and Management Studies IRJEMS, 4(5). Doi: 10.56472/25835238/IRJEMS-V4I5P140 DOI: https://doi.org/10.56472/25835238/IRJEMS-V4I5P140
Wulandari, D. S., & Dasman, S. (2023). Taxpayer compliance: The role of taxation digitalization system and technology acceptance model (TAM) with internet understanding as a mediating variable. East Asian Journal of Multidisciplinary Research, 2(6), 2385-2396. https://doi.org/10.55927/eajmr.v2i6.4653 DOI: https://doi.org/10.55927/eajmr.v2i6.4653
Yusvana, R. (2024). Addressing the Skills Gap in Technical and Vocational Training for Sustainable Socio-Economic Growth and Development. Int. J. Res. Innov. Soc. Sci, 7. https://dx.doi.org/10.47772/IJRISS.2024.803474S DOI: https://doi.org/10.47772/IJRISS.2024.803474S
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