Acceptance of ChatGPT by Students in Academic Assessment

Authors

  • Natasya Hayudyo Murthiningtyas UPN “Veteran” Jawa Timur
  • Shafa Sabrina Almas UPN "Vetean" Jawa Timur
  • Alya Maytsa Ismawardi UPN “Veteran” Jawa Timur

DOI:

https://doi.org/10.59934/jaiea.v4i3.1159

Keywords:

ChatGPT, college students, behavioral intention, academic assessment, UTAUT

Abstract

The development of artificial intelligence technology, particularly ChatGPT, has changed the way students complete academic assignments. This study aims to analyze the factors that influence students' intention to use ChatGPT for academic assessment using the extended Unified Theory of Acceptance and Use of Technology (UTAUT) model approach. This study uses a quantitative approach with a cross-sectional design and Structural Equation Modeling (SEM-PLS) method. The model was developed by adding three external variables, namely Moral Obligation (MO), Trust (TR), and Perceived Risk (PR). The results of the analysis show that Trust, Performance Expectancy, and Effort Expectancy have a significant effect on students' Behavioral Intention in using ChatGPT. Meanwhile, the influence of Moral Obligation, Perceived Risk, and Social Influence tends to be weak and marginal. This model successfully explains 67.5% of the variance in students' behavioral intentions, with Trust as the most dominant factor. This research provides important insights for the development of policies on the ethical use of AI in higher education settings as well as for technology developers in increasing user trust and comfort with ChatGPT.

 

Downloads

Download data is not yet available.

References

A. Habibi, M. Muhaimin, B. K. Danibao, Y. G. Wibowo, S. Wahyuni, and A. Octavia, "ChatGPT in higher education learning: Acceptance and use," Computers and Education: Artificial Intelligence, vol. 5, article 100190, 2023. doi: 10.1016/j.caeai.2023.100190

A. Maulidia, E. Z. Firdaus, and M. A. Wildan, "Pengaruh Teknologi Artificial Intelligence berupa ChatGPT dalam Pengembangan Sumber Daya Manusia," Jurnal Riset Manajemen, vol. 2, no. 4, pp. 97–105, 2024. doi: 10.54066/jurma.v2i4.2591

A. Pratita and T. L. M. Suryanto, "Transformasi Pendidikan Era Kecerdasan Buatan: Simplifikasi Model UTAUT2 dalam Evaluasi Penggunaan ChatGPT oleh Siswa SMA," Switch: Jurnal Sains dan Teknologi Informasi, vol. 2, no. 3, 2024. doi: 10.62951/switch.v2i3.75

A. Syairofi, "Pelatihan Penggunaan ChatGPT berbasis Kerangka Literasi AI untuk Meningkatkan Integritas Akademik Mahasiswa," Al-Khidmah: Jurnal Pengabdian Masyarakat, vol. 4, no. 2, pp. 165–182, 2024. doi: 10.56013/jak.v4i2.3200

A. Tsabitul Chusna and M. Sabandi, "Pengaruh Effort Expectancy, Social Influence, dan Curiosity terhadap Niat Penggunaan ChatGPT Dimoderasi Gender pada Pembelajaran Ekonomi Mahasiswa," Jurnal Pendidikan, vol. 13, no. 1, 2025.

A. Zein, "Dampak Penggunaan ChatGPT pada Dunia Pendidikan," JITU: Jurnal Informatika Utama, vol. 1, no. 2, pp. 19–24, 2023. doi: 10.55903/jitu.v1i2.151

B. Ingridina, M. D. Abdullah, R. Nabibie, and A. D. Setiawan, "Penggunaan ChatGPT sebagai Pendamping Belajar Mahasiswa Asrama Nusantara," in Prosiding Seminar Teknologi dan Sistem Informasi (SITASI), Surabaya, Aug. 2024.

C. Y. Lai and K. Y. Cheung, "Exploring the role of intrinsic motivation in ChatGPT adoption to support active learning: An extension of the technology acceptance model," Computers and Education: Artificial Intelligence, vol. 5, article 100178, 2023. doi: 10.1016/j.caeai.2023.100178

F. M. Mutaqin, I. Jubaedah, H. Koestianto, and D. I. Setiabudi, "Efektivitas Kecerdasan Buatan (AI) dalam Belajar dan Mengajar," Jurnal Pendidikan, vol. 2, 2022.

F. N. A'ini et al., "Analisis Faktor yang Memengaruhi Niat dan Perilaku Penggunaan ChatGPT pada Mahasiswa Menggunakan Model UTAUT2 Termodifikasi," Jurnal Sistem Informasi, Teknologi Informasi, dan Edukasi Sistem Informasi, vol. 5, no. 1, 2024. [Online]. Available: https://doi.org/10.25126/justsi.v5i1.279

G. Eysenbach, "The role of ChatGPT, generative language models and artificial intelligence in medical education: A conversation with ChatGPT - and a call for papers," JMIR Medical Education, vol. 9, article e46885, 2023. doi: 10.2196/46885

H. Albayati, "Investigating undergraduate students' perceptions and awareness of using ChatGPT as a regular assistance tool: A user acceptance perspective study," Computers and Education: Artificial Intelligence, vol. 6, article 100203, 2024.

H. Bugshan and R. W. Attar, "Social commerce information sharing and their impact on consumers," Technological Forecasting and Social Change, vol. 153, article 119875, 2020. doi: 10.1016/j.techfore.2019.119875

H. Jo, "Decoding the ChatGPT mystery: A comprehensive exploration of factors driving AI language model adoption," Information Development, pp. 1–21, 2023. doi: 10.1177/02666669231202764

H. S. Wibowo, ChatGPT: Mengenal Lebih Dekat dengan Teknologi AI Berbahasa Natural, W. Anita, Ed. Semarang: Tiram Media, 2023.

I. Alfarobi, S. W. Hadi, A. Nur Rais, W. Warjiyono, and W. Kurniawan, "Analisa Penerimaan Teknologi Artificial Intelligence Generative dengan Metode UTAUT2," KESATRIA: Jurnal Penerapan Sistem Informasi Komputer & Manajemen, vol. 5, no. 1, pp. 195–201, 2024.

I. G. N. Sedana and S. W. Wijaya, "Penerapan Model UTAUT untuk Memahami Penerimaan dan Penggunaan Learning Management System Studi Kasus: Experential E-Learning of Sanata Dharma University," [Online]. Available: https://media.neliti.com/media/publications/132828-ID-penerapan-model-utaut-untuk-memahami-pen.pdf

K. Luthfiyyah, L. Zhafira, S. Nurani, and S. F. Giwangsa, "Analisis Peran Artificial Intelligence (AI): ChatGPT dalam Perkuliahan di Kalangan Mahasiswa PGSD Universitas Pendidikan Indonesia," Jurnal Pendidikan Tambusai, vol. 8, no. 1, pp. 5282–5290, 2024. doi: 10.31004/jptam.v8i1.13221

K. Y. Cheung and C. Y. Lai, "External auditors' trust and perceived quality of interactions," Cogent Business & Management, vol. 9, no. 1, article 2085366, 2022. doi: 10.1080/23311975.2022.2085366

L. A. Aprianto, "Tinjauan Literatur: Penerimaan Teknologi Model UTAUT," vol. 2, no. 1, 2022.

L. A. Galantry and A. R. Tanaamah, "Analisis Adopsi ChatGPT menggunakan Model UTAUT," Sistemasi: Jurnal Sistem Informasi, Teknologi Informasi dan Edukasi Sistem Informasi, vol. 13, no. 3, pp. 1216–1225, 2024. doi: 10.32520/stmsi.v13i3.4124

Meilinaeka, "Apa Itu Chat GPT? Memahami Teknologi AI di Balik GPT Chat AI," Oct. 2024. [Online]. Available: https://it.telkomuniversity.ac.id/chat-gpt-adalah/

M. Farrokhnia, S. K. Banihashem, O. Noroozi, and A. Wals, "A SWOT analysis of ChatGPT: Implications for educational practice and research," Innovations in Education & Teaching International, vol. 61, no. 3, pp. 460–474, 2023. doi: 10.1080/14703297.2023.2195846

M. Halaweh, "ChatGPT in education: Strategies for responsible implementation," Contemporary Educational Technology, vol. 15, no. 2, article ep.421, 2023. doi: 10.30935/cedtech/13036

M. R. Tristianto, A. S. Nugraha, A. Ramdani, and A. S. Nababan, "Pengaruh Artificial Intelligence (AI) dalam Evaluasi Pembelajaran Bahasa Indonesia pada Kalangan Mahasiswa," Nakula: Jurnal Ilmu Pendidikan, Bahasa dan Ilmu Sosial, vol. 3, no. 3, pp. 50–61, 2024. doi: 10.61132/nakula.v3i3.1766

N. Hani et al., "Analisis Faktor Penerimaan Pengguna ChatGPT dengan Menggunakan Metode TAM pada Mahasiswa Amikom Purwokerto," Jupiter: Jurnal Keteknikan dan Informatika, vol. 2, no. 6, 2024. doi: 10.61132/jupiter.v2i6.612

N. Mariana, A. Jananto, S. Saefurrohman, and A. P. Utomo, "Peran Persepsi Kegunaan, Kemudahan, dan Kepercayaan dalam Adopsi ChatGPT oleh Siswa," Jurnal Informatika, vol. 24, no. 1, pp. 10–16, 2024. doi: 10.30873/ji.v24i1.3943

N. Niyu, D. G. Dwihadiah, and H. Purba, "Penggunaan ChatGPT di Kalangan Mahasiswa dan Dosen Perguruan Tinggi Indonesia," CoverAge: Journal of Strategic Communication, vol. 14, no. 1, pp. 130–145, 2024. doi: 10.35814/coverage.v14i2.6058

R. S. I. Dasian and D. Desriyeni, "Penerimaan Teknologi ChatGPT di Kalangan Mahasiswa: Studi Deskriptif Model TAM pada Mahasiswa Program Studi Teknik Informatika Universitas Negeri Padang," Journal of Student Research, vol. 2, no. 2, pp. 178–201, 2024. doi: 10.55606/jsr.v2i2.2847

S. Atlas, "ChatGPT for higher education and professional development: A guide to conversational AI," 2023. [Online]. Available: https://digitalcommons.uri.edu/cba_facpubs/548/

S. T. K. Putri, S. H. Wijoyo, and W. H. N. Putra, "Analisis Perbandingan Terhadap Keputusan Pemilihan Penggunaan Aplikasi ChatGPT dan Perplexity AI (Studi Kasus: Universitas Brawijaya)," Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer, vol. 7, no. 1, pp. 45–58, 2024.

T. Budhathoki, A. Zirar, E. T. Njoya, and A. Timsina, "ChatGPT adoption and anxiety: A cross-country analysis utilising the unified theory of acceptance and use of technology (UTAUT)," Studies in Higher Education, pp. 1–16, 2024. doi: 10.1080/03075079.2024.2333937

V. Venkatesh, M. G. Morris, G. B. Davis, and F. D. Davis, "User Acceptance of Information Technology: Toward a Unified View," MIS Quarterly, vol. 27, no. 3, pp. 425–478, 2003. doi: 10.2307/30036540

Y. Cheng and H. Jiang, "How do AI-driven chatbots impact user experience? Examining gratifications, perceived privacy risk, satisfaction, loyalty, and continued use," Journal of Broadcasting & Electronic Media, vol. 64, no. 4, pp. 592–614, 2020.

Y. G. Sampeallo, A. S. Nayottama, and L. O. Hasiara, "Analisis Pengaplikasian Model UTAUT pada Penggunaan Chatbot Kecerdasan Buatan dalam Mengukur Efikasi Diri & Capaian Akademik Mahasiswa Akuntansi," in Simposium Nasional Akuntansi Vokasi (SNAV) XII, vol. 12, no. 1, pp. 493–505, 2024.

Y. Jiang, J. Hao, M. Fauss, and C. Li, "Detecting ChatGPT-generated essays in a large-scale writing assessment: Is there a bias against non-native English speakers?" Computers and Education, article 105070, 2024. doi: 10.1016/j.compedu.2024.105070

Y. Mia, "Penerimaan dan Penggunaan ChatGPT dalam Proses Pembelajaran Mahasiswa di Indonesia: UTAUT," Skripsi, Universitas Pelita Harapan, 2024. [Online]. Available: http://repository.uph.edu/id/eprint/61510

Downloads

Published

2025-06-15

How to Cite

Natasya Hayudyo Murthiningtyas, Shafa Sabrina Almas, & Alya Maytsa Ismawardi. (2025). Acceptance of ChatGPT by Students in Academic Assessment. Journal of Artificial Intelligence and Engineering Applications (JAIEA), 4(3), 2305–2313. https://doi.org/10.59934/jaiea.v4i3.1159

Issue

Section

Articles