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EXAMINING UNIVERSITY STUDENTS FROM STEM AND NON-STEM IN AI USABILITY PERCEPTIONS FOR LEARNING AND RESEARCH Shidiq, Galih Albarra; Widiyan, Agung Purwa; Winarto
Jurnal Pendidikan Matematika dan IPA Vol. 17 No. 3 (2026): September 2026 (In press)
Publisher : Universitas Tanjungpura

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Abstract

The rapidly advancing integration of AI in higher education has transformed the methods by which students access information, complete academic responsibilities, and expand their knowledge. The present inquiry investigates the cognitive evaluation and perceptions of artificial intelligence and its efficacy for research and learning that differ between STEM and non-STEM university students. A quantitative comparative survey design was employed involving 315 students from STEM and non-STEM disciplines across Indonesian universities. The study investigates five dimensions of AI utilization, including perceived usefulness, perceived ease of use, ethical concerns, learning impact, and future readiness. The results of this study indicate that STEM students demonstrate significantly higher levels of perceived usefulness and technological self-efficacy in using AI tools compared with non-STEM students. Students from both disciplinary groups expressed concerns regarding academic integrity, dependency on AI, and responsible AI usage. These findings highlight that disciplinary backgrounds influence students’ engagement with AI technologies, particularly in relation to technological self-efficacy and perceived usefulness in academic benefits. The study offers practical implications for universities on how to develop AI integration policies, curriculum strategies, and ethical guidelines that encourage responsible and effective AI utilization among students.
Co-Authors Achmad Ma’arif Saefuddin Agus Suratno Agus Widyianto Akbar, Rifallah Haikal Almaidatul, Aida Zakhrimatul Umami Amaliah, Khusnatul Ananda Dyah Khairunnisa Ardiansyah, Aqib Arum Ningtyas, Rizki Arumi Sintiara Asri Widowati Ayu Retnoningsih, Diyah Azizah Basabih, Masyitoh Bella Fangbethia Budi Luwar Sanyoto Chandra Utami Wirawati Chasan Azari Chazan Azari Dahlan, Yusnetti Darnetty Dharma, Andhika Guna Dita Puji Rahayu Dwi Eva Nirmagustina Dyah Khairunnisa, Ananda Ebib Eddy Bagus Wasito Edi Irwanto Ekosari Roektiningrum, Astuti Himmatul Hasanah Endang Sulistyani Evi Rofiqotus Sholihah Fahmi, Muhammad Ruslan Zamzami Faris Arromal, Muhammad Fauzia, Nirina Shelma Febrina Hambalah Febrina Indrasari Firdian, Muhammad Syukron Fitra Fitriani Giovanni, Lawrenzia Hasmiandy Hamid Herman HERMAWAN Hesty Kristyaningrum, Dwi I'tishom, Reny Iga Kalaringga Jambose Indriani Tiara Hastari Indriasari, Febrina Isnaini Nurkhayati Jati Nugroho Jumi Khoirul, Risalatul Muawana Kristyaningrum, Dwi Hesty Kurnia Khoerunnisa, Tiara Liza Rusdiyana Mahanani, Seia Maharani Mahirul Mursid Marhaeni, Sri Maulana Sidiq, Arya Mila Dia Nor Asiya Mochamad Akbar Bangkit Moeheriono Muhammad Arifianto Nasution Muhammad Latifur Rochman Munthe, Pupu Sulayas Br Nabila, Fuaida Nabilla Aulia Nisa Nadapdap, Kristanty M N Nainggolan, Rahel Junita Nanda Istiqomah Nurbani Kalsum Nurkhayati , Isnaini Nurkhayati, Isnaini Nurkholis Hamidi Nurul Fatma Hardianti Nurwasis Nurwasis Nyilo Purnami Olivia, Jessica Orlanda Arya Hidayat Panggabean, Toman Paryanto Prety Indah Sari Putri Rainy Putri, Avirdha Putut Haribowo, Putut R, Lutfi Irawan Rafa Chalesto, Arthur Rahmalia Syahputri Ramadana, Radit Restyafani, Fais Retnoningsih, Diyah Ayu Ridho Akbar Rindra Risdiantoro Riska Fita Lestari Rivka Izzati Nisa Rohani Rojak, Thasya Sabilla Putri RR Laksistya Rania Nur Prita Maira S.Pd. M Kes I Ketut Sudiana . Safii Salma Nabilah Sandy, Desi Sator Sapan Bungin Saubig, Arnila Novitasari Saur Melianna Sipayung, Saur Melianna Shidiq, Galih Albarra Sigit Rimbatmojo, Sigit Siregar, Dorkas Rama Widya Sriwidati Afrilia Krisnadi Subiyanto, Hari Suhariyanto Sulistiyani, Endang Suranta, Roy Michael Surfiana Surfiana Tama, Duma Putri Tanijaya, Jonie Tanto Pratondo Utomo Taufik Thiyas Tono Taufiq Tiawan, Egi Tiur Rajagukguk, Tiur Tri Dharma Sipayung, Tri Dharma Trisnawati, Eka Trisnawati, Sherli Trizelia Wasirin, Pandu Chayadi Widiyan, Agung Purwa Winda Sefhiani Yulmira Yanti Zuhria, Ismi