Pengaruh Technology Acceptance Model (TAM) terhadap Adopsi Kecerdasan Buatan di Kalangan Mahasiswa Akuntansi
Abstract
Advances in artificial intelligence (AI) technology are rapidly increasing and have affected various sectors, including higher education. In the context of accounting students, the use of AI has the potential to increase learning effectiveness and readiness to face professional demands in the digital age. This study aims to analyze the influence of self-confidence, social norms, management support, perceived usefulness, and perceived ease of use on the adoption of AI by accounting students. The study uses a quantitative approach with an explanatory research method. Data were collected through a questionnaire survey of accounting students at Bengkulu University and analyzed using SmartPLS. The results show that the variables of perceived usefulness and perceived ease of use have a significant influence on AI adoption, while the variables of self-confidence, social norms, and management support contribute indirectly. These findings emphasize the importance of improving technological literacy and institutional support in encouraging the use of AI in educational settings. This study provides theoretical contributions to the development of technology acceptance models and practical implications for universities in designing AI-based learning strategies.
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Aldreabi, H., Dahdoul, N. K. S., Alhur, M., Alzboun, N., & Alsalhi, N. R. (2025). Determinants of Student Adoption of Generative AI in Higher Education. Electronic Journal of E-Learning, 23(1), 15–33. https://doi.org/10.34190/ejel.23.1.3599
Amelia, R. dan B. (2023). The Future of Accounting: Will AI Replace Accountants. 2(3), 171–180. https://doi.org/ttps://doi.org/10.61132/ardhi.v1i3.653
Andani, G., Lindrianasari, L., Oktavia, R., & Septiyanti, R. (2022). Indonesian Accounting Students’ Self-Confidence To Adopt Artificial Intelligence (Ai). Jurnal Akuntansi Dan Keuangan Indonesia, 19(1), 24–45. https://doi.org/10.21002/jaki.2022.02
Anggraini, L., & Fitrios, R. (2024). Pengaruh Kualitas Sistem, Kualitas Informasi Kualitas Sistem Informasi, Kualitas Layanan Informasi, Persepsi Kemudahan Pengguna, Perceived Usefulness, Dukungan Top Manager, Computer Self-Efficacy Dan Kemampuan Teknis Personal Sistem Informasi Akuntansi Te. Jurnal Ekonomi Dan Bisnis, 18(1), 53–71. https://doi.org/10.53916/jeb.v18i1.77
Ayanwale, M. A., & Molefi, R. R. (2024). Exploring Intention Of Undergraduate Students To Embrace Chatbots: From The Vantage Point Of Lesotho. International Journal of Educational Technology in Higher Education, 21(1). https://doi.org/10.1186/s41239-024-00451-8
Bandura. (2021). Self-Efficacy. In The Routledge Handbook Of The Psychology Of Language Learning And Teaching (pp. 100–111). https://doi.org/10.1177/0032885512472964
Bewersdorff, A., Hornberger, M., Nerdel, C., & Schiff, D. S. (2025). AI Advocates And Cautious Critics: How AI Attitudes, AI Interest, Use Of AI, And AI Literacy Build University Students’ AI Self-Efficacy. Computers and Education: Artificial Intelligence, 8(December 2024), 100340. https://doi.org/10.1016/j.caeai.2024.100340
Bhasarie, H. A., Rokhmawati, R. I., & Muslim Az-Zahra, H. (2021). Analisis Faktor-Faktor yang Memengaruhi Penerimaan Teknologi Menggunakan Kuesioner Technology Acceptance Model (TAM) pada E-Learning Google Classroom di SMK Negeri 2 Kupang. Jurnal Pengembangan Teknologi Informasi Dan Ilmu Komputer, 5(7), 2871–2876. https://doi.org/https://j-ptiik.ub.ac.id/index.php/j-ptiik/article/view/9375
Budiman, Y. I. (2022). Pengaruh Perceived Usefulness Services Dan Self-Efficacy Terhadap Intention Of Use Mobile Payment Fintech Di Jakarta. In Jurnal Manajemen Bisnis dan Kewirausahaan (Vol. 6, Issue 3, p. 306). https://doi.org/10.24912/jmbk.v6i3.18672
Chairunnisah, R., Alamsyah, N., Andriani, H., & Syamsuriansyah, S. (2021). Pengaruh Perceived Ease Of Use Terhadap Perceived Usefulness Pengguna SIM RS di RSUD Provinsi NTB. Jurnal Manajemen Informasi Kesehatan Indonesia, 9(1), 58. https://doi.org/10.33560/jmiki.v9i1.325
Deborah R. Compeau and Christopher A. Higgins. (1995). Computer Self-Efficacy: Development of a Measure and Initial Test. 1995. https://doi.org/https://doi.org/10.2307/249688
Daragmeh, A., Lentner, C., & Sági, J. (2021). Fintech Payments In The Era Of COVID-19: Factors Influencing Behavioral Intentions Of “Generation X” In Hungary To Use Mobile Payment. Journal of Behavioral and Experimental Finance, 32, 100574. https://doi.org/10.1016/j.jbef.2021.100574
Davis, F. D. (1989). Perceived USEFULNESS, PERCEIVED EASE OF USE, AND USER ACCEPTANCE OF INFORMATION TECHNOLOGY. MIS Quarterly: Management Information Systems, 13(3), 319–339. https://doi.org/10.2307/249008
Fadel Muhamad; Susilowati, E. (2024). Pengaruh Sistem Pengendalian Internal, Budaya Etis Organisasi, Penerapan Good Corporate Governance Dan Personal Attitude Terhadap Kecenderungan Fraud (Pada Pemerintah Kota Surabaya). JURNAL EKONOMI, MANAJEMEN, BISNIS, DAN SOSIAL (EMBISS), Vol. 4 No. 4 (2024): Agustus 2024, 386–392. https://doi.org/https://doi.org/10.59889/embiss.v4i4.324
Hasanah, D. S. (2023). Penggunaan Kecerdasan Buatan ( Ai ) Dalam Pemasaran ( Studi Deskriptif : Interaksi Konsumen Dan Etika ) Dewi Syifa Hasanah. Jurnal Riset Komunikasi Terapan, 01(Vol. 01, No. 02). https://doi.org/https://jurnal.untirta.ac.id/index.php/jrkt/article/view/23608
Hasanah, U., Rusydi, M., Maulana, C. Z., Maftukhatushalikhah, M., & Azwari, P. C. (2021). Penggunaan Digital Payment Syariah Pada Masyarakat Di Kota Palembang: Pendekatan Teori Technology Acceptance Model (TAM) pada Layanan Syariah LinkAja. Jurnal Intelektualita: Keislaman, Sosial Dan Sains, 10(1), 93–107. https://doi.org/10.19109/intelektualita.v10i1.8410
Daffa Agya Adzikra, P. F. H. ,Adzka H. R. R. (2024). Pengaruh Perceived Usefulness Dan Social Influence Terhadap Intention To Use Layanan Pembayaran Kredit Digital Kredivo Pada Mahasiswa Fakultas Ekonomi Dan Bisnis Universitas Negeri Jakarta Angkatan 2022. Jurnal Bisnis, Manajemen, Dan Keuangan, 05(01), 55. https://doi.org/https://doi.org/10.21009/jbmk.0501.07
Ikraharjo, A. F., & Lestari, T. U. (2024). Perspektif Mahasiswa Akuntansi Terhadap Kesiapan Menggunakan Teknologi Dan Adopsi Teknologi Pada Artificial Intelligence Dalam Bidang Akuntansi. 11(6), 6497–6509. https://doi.org/https://openlibrarypublications.telkomuniversity.ac.id/index.php/management/article/view/24913?
Intan Pratiwi. (2019). Pengaruh Dukungan Manajemen Puncak, Kecanggihan Teknologi Informasi, Kualitas Sistem Informasi Akuntansi Dan Kinerja Invidual Terhadap Efektifitas Sistem Informasi Akuntansi (Studi Pada Hotel Berbintang Tiga Dan Empat Di Provinsi Banten). Jurnal Riset Akuntansi Tirtayasa, 4(1), 50–63. https://doi.org/https://dx.doi.org/10.35448/jratirtayasa.v4i1.5476
Korzyński, P., Silva, S. C. e., Górska, A. M., & Mazurek, G. (2024). Trust in AI and Top Management Support in Generative-AI Adoption. Journal of Computer Information Systems. https://doi.org/10.1080/08874417.2024.2401986
Kumar, P., Dasari, Y., Jain, A., & Sinha, A. (2017). Digital Nations - Smart Cities, Innovation & Sustainability. Lecture Notes in Computer Science, 276–288. https://doi.org/10.1007/978-3-319-68557-1
Lase, A., Sembiring, F. A., Buulolo, M., & Simbolon, N. E. (2025). Perspektif Sosiologi Terhadap Penggunaan Artificial Intelligence Dalam Pembelajaran Di Perguruan Tinggi. Jurnal Ilmu Sosial dan Ilmu Politik Malikussaleh, 6(1). https://doi.org/10.29103/jspm.v6i1.19864
Lina. (2020). Pengaruh Persepsi Kegunaan, Persepsi Kemudahan Penggunaan Dan Kepercayaan Terhadap Minat Menggunakan Artificial Intelligence. Jurnal Keuangan Dan Bisnis, 18(2), 82–101. https://journal.ukmc.ac.id/index.php/jkb/article/view/68
Liu, N. (2025). Exploring The Factors Influencing The Adoption Of Artificial Intelligence Technology By University Teachers: The Mediating Role Of Confidence And AI Readiness. BMC Psychology, 13(1). https://doi.org/10.1186/s40359-025-02620-4
Mustofa, R. H., Kuncoro, T. G., Atmono, D., Hermawan, H. D., & Sukirman. (2025). Extending The Technology Acceptance Model: The Role Of Subjective Norms, Ethics, And Trust In AI Tool Adoption Among Students. Computers and Education: Artificial Intelligence, 8. https://doi.org/10.1016/j.caeai.2025.100379
Nurmalia Sari, M., Setianti, Y., Saleh, K., & Helida Pitra, D. (2024). Peran Artificial Intelligence (AI) Dalam Personalisasi Proses Pembelajaran Mahasiswa Di Pendidikan Tinggi. Journal on Educatio, 06(04), 20148–20157.
Octavia Dwi Sagita Sari, Putri Nadiya Puspitasari, Imeltiana Imeltiana, & Maria Yovita .R. Pandin. (2023). Pengaruh Computer Self Efficacy, Literacy Digital, Dan Social Influence Terhadap Penggunaan Dompet Digital Pada Mahasiswa Akuntansi Untag Surabaya. Jurnal Riset Akuntansi, 1(3), 312–328. https://doi.org/10.54066/jura-itb.v1i3.430
Pelupessy, A. G. (2020). Pengaruh Facilitating Conditions Dan Social Influences Terhadap Konstruk Technology Acceptance Model Pada Mahasiswa Konsumen GOPAY Dan OVO Di Jakarta. Jurnal Manajemen Bisnis Dan Kewirausahaan, 4(8), 328–333. https://doi.org/https://doi.org/10.24912/jmbk.v4i6.9835
Purnama, P. A., Kroon, K. K., & Suryadi, N. (2023). Pengaruh Persepsi Kemudahan Penggunaan dan Persepsi Kegunaan terhadap Minat Perilaku Menggunakan Teknologi (Studi Kasus pada UKM di Malang). Jurnal Minfo Polgan, 12(1), 872–877. https://doi.org/10.33395/jmp.v12i1.12503
Quiroz-Palma, P., Penades, M. C., & Nunez, A. G. (2019). TiER: A Serious Game for Training in Emergency Scenarios. Vision 2025: Education Excellence and Management of Innovations Through Sustainable Economic Competitive Advantage, 34th International-Business-Information-Management-Association (IBIMA) Conference, 2000–2013. https://www.researchgate.net/profile/Allal-Dr-Mokeddem/publication/356407972
Rohmatulloh, F., & Astuti, N. C. (2024). Pengaruh Hedonic Motivation, Electronic Word of Mouth, Perceived Ease of Use, Dan Perceived Usefullness Terhadap Purchase Intention Live Streaming Tiktok Shop. Among Makarti, 17(1), 80. https://doi.org/10.52353/ama.v17i1.629
Shahzad, M. F., Xu, S., & Javed, I. (2024). Chatgpt Awareness, Acceptance, And Adoption In Higher Education: The Role Of Trust As A Cornerstone. International Journal of Educational Technology in Higher Education, 21(1). https://doi.org/10.1186/s41239-024-00478-x
Sudaryanto, M. R., Hendrawan, M. A., & Andrian, T. (2023). The Effect of Technology Readiness, Digital Competence, Perceived Usefulness, and Ease of Use on Accounting Students Artificial Intelligence Technology Adoption. E3S Web of Conferences, 388. https://doi.org/10.1051/e3sconf/202338804055
Sugiantoro, Y., & Isharijadi, I. (2015). Pengaruh Personalization, Computer Self Efficacy, Dan Trust Terhadap Perceived Usefullness Pada Pengguna Internet Banking Di Pt. Bank Bri (Persero), Tbk. Cabang Madiun. Assets: Jurnal Akuntansi Dan Pendidikan, 4(1), 82. https://doi.org/10.25273/jap.v4i1.677
Sugiono, S. (2024). Proses Adopsi Teknologi Generative Artificial Intelligence dalam Dunia Pendidikan: Perspektif Teori Difusi Inovasi. Jurnal Pendidikan Dan Kebudayaan, 9(1), 110–133. https://doi.org/10.24832/jpnk.v9i1.4859
Suryani, D., Ermansyah, & Al Sukri, S. (2020). Pengaruh Perceived Ease Of Use, Perceived Usefulness Dan Trust Terhadap Kepuasan Pelanggan Gojek. Indonesian Journal of Business Economics and Management, 1(2021), 11–19. https://doi.org/https://doi.org/10.57152/ijbem.v1i1.171
Venkatesh, V., & Davis, F. (2000). A Theoretical Extension Of The Tecgnology Acceptance Model: Four Longitudinal Field Studies University Of Maryland At College Park. Management Science, 46(2), 186–204. https://doi.org/https://doi.org/10.1287/mnsc.46.2.186.11926
Wang, Y., Wei, Z., Wijaya, T. T., Cao, Y., & Ning, Y. (2025). Awareness, Acceptance, And Adoption Of Gen-AI By K-12 Mathematics Teachers: An Empirical Study Integrating TAM And TPB. BMC Psychology, 13(1). https://doi.org/10.1186/s40359-025-02781-2
Wicaksono, A., & Maharani, A. (2020). The Effect of Perceived Usefulness and Perceived Ease of Use on the Technology Acceptance Model to Use Online Travel Agency. Journal of Business Management Review, 1(5), 313–328. https://doi.org/10.47153/jbmr15.502020
Widaningsih, S., & Mustikasari, A. (2022). Pengaruh Perceived Usefulness, Perceived Ease Of Use Dan Perceived Enjoyment Terhadap Penerimaan Teknologi Informasi Web SMB Universitas Telkom. Fair Value: Jurnal Ilmiah Akuntansi Dan Keuangan, 4(12), 5717–5725. https://doi.org/10.32670/fairvalue.v4i12.2020
Widayanto. (2022). Pengaruh Persepsi Kebermanfaatan Dan Persepsi Kemudahan Penggunaan Terhadap Minat Penggunaan Melalui Sikap Penggunaan Teknologi Informasi (Studi Pada Anggota Kelompok Tani Pisang Tanduk Desa Kajar Kecamatan Dawe Kabupaten Kudus Desa Mitra Badan Mahasiswa . Jurnal Pendidikan Dan Konseling, 4(6), 1349–1358. https://doi.org/https://doi.org/10.31004/jpdk.v4i6.10298
Wu, W., Zhang, B., Li, S., & Liu, H. (2022). Exploring Factors Of The Willingness To Accept Ai-Assisted Learning Environments: An Empirical Investigation Based On The Utaut Model And Perceived Risk Theory. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.870777
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