Putri Maharani, Geby
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Students’ Perspectives on the Role of Artificial Intelligence in Learning and Readiness for the Workforce Ma’ruf , Muhammad; Ricky Saputra; Irwansyah Suwahyu; Putri Maharani, Geby
Jurnal MediaTIK Volume 8 Issue 3, September (2025)
Publisher : Jurusan Teknik Informatika dan Komputer

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Abstract

A concise and the rapid advancement of digitalization and industrial technology has created a high demand for expertise in the field of artificial intelligence (AI). This study aims to explore students’ perceptions of the role of AI in the learning process and their readiness to enter a workforce increasingly driven by technology. Using a quantitative survey of 85 students in Makassar, the findings reveal that although awareness of AI’s benefits is relatively high, practical experience in its application remains limited. Students generally believe that AI can enhance learning efficiency, support data analysis, and better prepare them for future careers. These results highlight the importance of integrating AI into higher education curricula to equip students with analytical, programming, and problem-solving skills that align with the demands of the global labor market.
Implementation of E-Learning Among UNM Students Using the UTAUT Model Aslinda, Ummu; Anisa M, Nurul; Irwansyah Suwahyu; Putri Maharani, Geby; Nurrahmah Agusnaya
Jurnal MEKOM (Media Komunikasi Pendidikan Kejuruan) Volume 12, Issue 2, August 2025
Publisher : Fakultas Teknik, Universitas Negeri Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26858/mkpk.v12i2.9902

Abstract

-learning has emerged as a crucial strategy to provide broad and easy access to high-quality education. In Indonesia, the concept of e-learning is commonly implemented in higher education institutions, including Universitas Negeri Makassar, to support student learning activities. This study aims to analyze the factors influencing students’ satisfaction with the use of e-learning by adopting the Unified Theory of Acceptance and Use of Technology (UTAUT) model. The UTAUT model is adopted in this study because it provides measurement tools that are useful for policymakers to assess the potential success of new technology adoption. A quantitative research approach using a survey method was employed to identify the factors affecting user satisfaction and behavioral intention to use e-learning. The results indicate that students’ perceptions at Universitas Negeri Makassar toward e-learning usage align with the UTAUT model, which is reflected in their experiences using the e-learning system
Self-Efficacy and School Support on Students' Behavioral Intention to Adopt Learning Technologies: The Mediating Roles of TPACK and Perceived Usefulness Putri Maharani, Geby; Alifiya NFH; Ridwan Daud Mahande; Soeharto; Nguyen Van Son
Journal of Vocational, Informatics and Computer Education Vol 4, No 1 (2026): March 2026
Publisher : Academic Bright Collaboration

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.66053/voice.v4i1.403

Abstract

Purpose – Despite the increasing integration of digital technologies in higher education, students’ actual adoption remains inconsistent. Prior studies have predominantly relied on the Technology Acceptance Model (TAM), with limited attention to pedagogical technological competence and the interaction between psychological and institutional factors. This study aims to examine the influence of Self-Efficacy and School Support on students’ Behavioral Intention to use educational technology, with the mediating roles of Perceived Usefulness and Technological Pedagogical Content Knowledge (TPACK).Methods – A quantitative approach with a cross-sectional survey design was employed. Data were collected from 330 university students in South Sulawesi, Indonesia, using an online questionnaire and analyzed through Partial Least Squares Structural Equation Modeling (PLS-SEM).Findings - The results show that Self-Efficacy significantly influences TPACK (β = 0.751, p < 0.001) and Perceived Usefulness (β = 0.798, p < 0.001), while School Support significantly affects TPACK (β = 0.174, p < 0.001). Furthermore, TPACK (β = 0.603, p < 0.001) and Perceived Usefulness (β = 0.267, p < 0.001) significantly predict Behavioral Intention. Mediation analysis indicates that Perceived Usefulness (β = 0.213, p < 0.001) and TPACK (β = 0.105–0.453, p < 0.001) serve as significant mediators.Research implications – These findings emphasize the importance of enhancing students’ technological competence and strengthening institutional support systems to promote effective technology adoption. However, the study is limited to a specific regional context, which may affect generalizability.Originality – This study extends TAM–TPACK integration by introducing a dual mediation framework that simultaneously examines psychological (Self-Efficacy) and institutional (School Support) factors in university students, highlighting the mediating roles of Perceived Usefulness and TPACK in technology adoption..