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All Journal Briliant: Jurnal Riset dan Konseptual Journal of English Language, Literature, and Teaching (J-ELLiT) JURNAL DINAMIKA VOKASIONAL TEKNIK MESIN Jurnal Dimensi Pendidikan dan Pembelajaran IRJE (Indonesian Research Journal in Education) Kiryoku: Jurnal Studi Kejepangan PINUS: Jurnal Penelitian Inovasi Pembelajaran Jambura Journal of Educational Management Jurnal ABDINUS : Jurnal Pengabdian Nusantara Journal Of Human And Education (JAHE) Indonesian Research Journal on Education Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan
Effendi, Muhammad Idris
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Religion Arts Humanities Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Economics, Econometrics & Finance Education Energy Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Physics Social Sciences Other

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A Descriptive Analysis of AI Competence and Teaching Performance among Pre-Service Automotive Engineering Teachers in Vehicle Diagnostic Learning Effendi, Muhammad Idris; Purnomo, Purnomo; Sutadji, Eddy; Firdausia, Fadliyanti; Minghat, Asnul Dahar bin
Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan Vol. 11, No. 5
Publisher : citeus

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Abstract

The rapid advancement of Artificial Intelligence (AI) has transformed the automotive industry, particularly in vehicle diagnostics, which increasingly relies on data-driven and intelligent systems. This shift necessitates that students in Automotive Engineering Education not only possess technical skills but also demonstrate AI competence and effective teaching performance. This study aims to analyze the level of AI competence and teaching performance among students in the context of vehicle diagnostic learning. A descriptive survey research design was employed involving 87 students as respondents. Data were collected using structured questionnaires measuring dimensions of AI competence (AI literacy, AI tool utilization, AI-based problem solving, and AI integration) and teaching performance (lesson planning, instructional delivery, classroom interaction, technology use, and learning evaluation). Data were analyzed using descriptive statistics, including mean, percentage, standard deviation, and score categorization. The findings indicate that students generally demonstrate a high level of AI competence, particularly in AI literacy and AI tool utilization, although AI integration remains at a moderate level. Similarly, teaching performance is categorized as high in lesson planning, instructional delivery, and classroom interaction, but relatively lower in technology integration and learning evaluation. These results reveal a gap between technological competence and its pedagogical implementation. In conclusion, while students are technologically prepared, their ability to integrate AI effectively into teaching practices remains limited. The findings highlight the need for strengthening AI-integrated pedagogical competencies and provide an empirical basis for developing AI-TPACK-based learning models in vocational education.
Co-Authors Ade Eka Anggraini Agus Suyetno Anjarwati, Rika Annaqita, Syifaunnida Annisa, Ahwatul Arda, Pilar Anugerah Ramadhan Avita Ayu Permanasari Bayu Hendro Wicaksono Dahniar, Nenie Dani Irawan Desinta, Kintan Didik Nurhadi Eddy Sutadji Eko Susilo Erwin Komara Mindarta Firdausia, Fadliyanti Firyal, Fadila Fikri Fransisca, Windy Fuad Indra Kusuma Gunawan, Fikri I'zas Herawati, Megania Imam Muda Nauri Indriyani, Nina Jaka Nugraha Komarudin Komarudin Kurniawan, Syaikhu Ahmad Lismi Animatul Chisbiyah Mardji Mardji MAULA, PUTRINDA INAYATUL Mawangi, Puteri Ardista Nursisda Mindarta, Erwin Minghat, Asnul Dahar Bin Ningtyas, Sekar Wahyu Nunung Nurjanah Nurjanah, Lailatul Nurlaili, Amaliya Islami Permadani, Anda Purnomo Purnomo Radeni Sukma Indra Dewi Rahmadina, Sonia Aisyah Redyarsa Dharma Bintara Retno Wulandari Riska Pristiani Riza, Fahru Romadhon, Afif Rizqi Nizar Saputri, Anggi Martiningtyas Januwati Setiadi, Arvieka Sabilla Putri Setiawan, Rama Adi Shirly Rizki Kusumaningrum Siti mutmainnah Sulistyowati, Dian Thoriq, Muhammad Syiva Widiyanti Widiyanti, Widiyanti Widodo, Restu Wahyu Wijaya, Tommy Tanu Wulandari, Gita Yoto Yoto Yoto Yoto, Yoto