PENGARUH EFIKASI DIRI AI DAN PENGGUNAAN CHATGPT TERHADAP PERSEPSI AI: PERAN MEDIASI LITERASI AI
DOI:
https://doi.org/10.33603/ejpe.v14i2.12544Abstract
The rapid development of artificial intelligence (AI) has increased the use of ChatGPT in higher education, yet frequent use does not necessarily lead to positive perceptions of AI. This study examines the effects of AI self-efficacy and ChatGPT use on students’ perceptions of AI, with AI literacy as a mediating variable. A quantitative explanatory research design was employed. The population consisted of 479 Economic Education students at Universitas Sebelas Maret from the 2022–2025 cohorts. Using purposive sampling, 100 students who had used ChatGPT for academic purposes were selected as respondents. Data were collected through a four-point Likert-scale questionnaire and analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). The results show that AI self-efficacy has positive and significant effects on AI perception and AI literacy. ChatGPT use has a positive and significant effect on AI literacy but does not significantly affect AI perception. AI literacy positively and significantly affects AI perception. Furthermore, AI literacy partially mediates the effect of AI self-efficacy on AI perception but does not mediate the effect of ChatGPT use on AI perception. These findings underscore the importance of strengthening AI self-efficacy and AI literacy to support more informed perceptions of AI in learning.
Keywords: AI self-efficacy, ChatGPT usage, AI perception, AI literacy.
References
Alessandro, G., Dimitri, O., Cristina, B., & Anna, M. (2025). The Emotional Impact of Generative AI: Negative Emotions and Perception of Threat. Behaviour & Information Technology, 44(4), 1-48, https://doi.org/10.1080/0144929X.2024.2333933
Albolle-Okoyeagu, C.J., Ezenkwu, C.P., Ibeke, E., Onoja, O, J., & Ezeonwumelu, V.U. (2026). Engineering students and AI in education: a TAM based study of perceptions, acceptance, and barriers to adoption. Cogent Education, 13(1), 1-22. https://doi.org/10.1080/2331186X.2026.2614148
Ammari, T., Chen, M., Zaman, S. M. M., & Garimella, K. (2026). Learning to Live with AI: How Students Develop AI Literacy Through Naturalistic ChatGPT Interaction, Computer Science, 1-43 http://arxiv.org/abs/2601.20749
Berdida, D. J. E., Grande, R. A. N., Serag, R. M., & Abd Elmaksoud, D. M. F. (2026). Nursing students’ artificial intelligence (AI) literacy, AI self-efficacy and AI self-competency: A cross-sectional design and structural equation model analysis. Nurse Education in Practice, 90, 1-10. https://doi.org/10.1016/j.nepr.2025.104673
Dogaru, M., Pisică, O., Popa, C. Ștefan, Răgman, A. A., & Tololoi, I. R. (2025). The perceived impact of artificial intelligence on academic learning. Frontiers in Artificial Intelligence, 8, 1-13. https://doi.org/10.3389/frai.2025.1611183
Habibi, A., Muhaimin, M., Danibao, B. K., Wibowo, Y. G., Wahyuni, S., & Octavia, A. (2023). ChatGPT in higher education learning: Acceptance and use. Computers and Education: Artificial Intelligence, 5, 100190. https://doi.org/10.1016/j.caeai.2023.100190
Hair, J.F., Hult, G.T., Ringle, C.M., Sarsedt, M., Danks, N.P., Ray, S. (2021). Classroom Companion: Business Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R AAWorkbook. Springer Nature Switerland AG.
Ho, N. T. T., & Le, H. Van. (2026). Empowered by AI: exploring the link between literacy, self-efficacy, and career expectations. Acta Psychologica, 264, 1-16. https://doi.org/10.1016/j.actpsy.2026.106408
Kasneci, E., Sessler, K., Küchemann, S., Bannert, M., Dementieva, D., Fischer, F., et al. (2023). ChatGPT for good? On opportunities and challenges of large language models for education. In Learning and Individual Differences, 103, 1-9. https://doi.org/10.1016/j.lindif.2023.102274
Meeker, M., Simons, J., Chae, D., & Krey, A. (2025). Trends—Artificial intelligence. BOND.
Ravšelj, D., Keržič, D., Tomaževič, N., Umek, L., Brezovar, N., Iahad, N. A., et al. (2025). Higher education students’ perceptions of ChatGPT: A global study of early reactions. PLoS ONE, 20(2), 1-53. https://doi.org/10.1371/journal.pone.0315011
Sallam, M., Elsayed, W., Al-Shorbagy, M., Barakat, M., El Khatib, S., Ghach, W., et al. (2024). ChatGPT usage and attitudes are driven by perceptions of usefulness, ease of use, risks, and psycho-social impact: a study among university students in the UAE. Frontiers in Education, 9, 1-15. https://doi.org/10.3389/feduc.2024.1414758
Schunk, D. H., & DiBenedetto, M. K. (2020). Motivation and social cognitive theory. Contemporary Educational Psychology, 60, 1-10. https://doi.org/10.1016/j.cedpsych.2019.101832
Soylu, M., Lee, J., Hung, J.-T., Zhang Cui, C., & Joyner, D. A. (2025.). AI Literacy as a Key Driver of User Experience in AI-Powered Assessment: Insights from Socratic Mind. Interactive Learning Environments, 34(5), 1-40. https://doi.org/10.1080/10494820.2025.2564739
Sugiyono. (2019). Metode Penelitian Kuantitatif, Kualiatif dan R&D. Alfabeta.
Wang, Y. Y., & Chuang, Y. W. (2024). Artificial intelligence self-efficacy: Scale development and validation. Education and Information Technologies, 29(4), 4785–4808. https://doi.org/10.1007/s10639-023-12015-w
Zhang, G., & Yu, T. (2025). Association between Generative AI self-efficacy and Generative AI acceptance: The mediating role of Generative AI trust and the moderating role of Generative AI risk perception. Acta Psychologica, 261, 1-8.https://doi.org/10.1016/j.actpsy.2025.105791
Zhao, Z., An, Q., & Liu, J. (2025). Exploring AI tool adoption in higher education: evidence from a PLS-SEM model integrating multimodal literacy, self-efficacy, and university support. Frontiers in Psychology, 16, 1-14. https://doi.org/10.3389/fpsyg.2025.1619391
Downloads
Published
Issue
Section
Citation Check
License
Copyright (c) 2026 Edunomic Jurnal Pendidikan Ekonomi

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Penulis yang menerbitkan karyanya ke jurnal ini setuju dengan persyaratan berikut:
Penulis menyimpan hak cipta dan memberikan jurnal hak penerbitan pertama, dengan karya yang secara serentak dilisensikan di bawah Lisensi: Creative Commons Attribution - Share Alike 4.0 Internasional License yang memungkinkan orang lain membagikan karya dengan pengakuan penerbitan awal dan kepenulisan karya di jurnal ini.







