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Muhammad Yahya
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The Influence of Students’ Perceptions of ChatGPT Use on Problem-Solving Ability: Integration of the Technology Acceptance Model and Self-Determination Theory Muhammad Fadhil Hani; Muhammad Yahya; Muhammad Yusuf Mappeasse; Ridwan Daud Mahande; M. Miftach Fakhri
Information Technology Education Journal Vol. 4, No. 4, November (2025)
Publisher : Jurusan Teknik Informatika dan Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59562/intec.v4i4.10462

Abstract

The emergence of ChatGPT has fundamentally reshaped programming education while raising concerns about student over-reliance and weakened independent problem-solving. This research examines how students' attitudes toward ChatGPT including perceived utility (PU), accessibility (PEOU), capability (PC), and self-directedness (PA) influence their problem-resolution skills (PSA). The study integrates Technology Acceptance Model (TAM) with Self-Determination Theory (SDT) frameworks. Using quantitative methodology, data from 165 Informatics Education students at Universitas Negeri Makassar underwent PLS-SEM analysis. Measurement reliability was confirmed (factor loadings exceeded 0.733, AVE surpassed 0.50, CR topped 0.896, HTMT below 0.90). The structural model accounted for 70.2% variance in problem-solving capability (R² = 0.702). Three hypotheses received support: accessibility positively influenced problem-solving (β = 0.377, p < 0.001, f² = 0.138), capability showed positive effects (β = 0.334, p = 0.001, f² = 0.121), and self-directedness contributed positively (β = 0.218, p = 0.030, f² = 0.052). However, perceived utility showed no meaningful association (β = -0.017, p = 0.443). Results reveal cognitive achievement relies more on system accessibility and psychological need satisfaction than perceived utility, contradicting traditional TAM assumptions. Pedagogically, instructors should position ChatGPT as an intellectual companion enhancing critical thinking and independence rather than creating dependency. Study limitations include cross-sectional design, self-report measures, and single-institution sampling. Future research should employ longitudinal designs with objective assessments while controlling confounding variables.
Co-Authors Abd. Rahman Patta Abdul Muis Mapalotteng Abdul Muis Mappaloteng Abdul Muis Mappalotteng ABDULLAH BASALAMAH Abustani Ilyas Achmad Abubakar Ade Jamarudin Adi Sumandiyar Afrilia Astiana Agunawan, Agunawan Agung Winardi Ahmad Syarif Ainun, Nurul Al Imran Alief Asyur Palallo Amiruddin Amrullah Harun Anas Arfandi Andi Muhammad Irfan Ani Kusumaningsih Anissatul Faqziaty Annisa Atuz Zahra Anwar Mahmudi Anwar Wahid Arda Arda Asep Ahmad Fathurrahman, Asep Ahmad Ayu Awaliyah Ayu Lestari Ayu Puspitasari, Ayu Baharuddin, Nadia Bakhrani A. Rauf Baso Jaya Budi Rauf Demina Demina Demina Desti Nora Nazar Dian Atmasani Didit Fachri Rifai Djunaedi Ernawati Fathahillah Fatmawati Sabur Fhatiah Adiba Fika Pinrakati Fiyya Zahrotul Firdausi Haekal febriansyah Harianti Hariefan Saputra Hasmin Tamsah hayati, rahmatul Hendra Jaya Hidayatus Sibyan Husain Syam Idrus, Sulkifli Ilyas, Hamka Indra Yuliasti Indra Yuliasti, Indra Yuliasti Irfan Jaya Sakti Irwan Irwan Isna Aulia Septiani Izzatul Fitriani Januar Fitriyandi Jasri Wahyunita Julia Ananda Juliarika Wati Khoirunnisa Fitriana Khusnul Khatimah Jauharuddin Kurnia Prima Putra Lukby Kiyad Prihatini M. Miftach Fakhri Majid, Muhammad Fadhil Mantasia Mantasia Mastura Mhammad Fadhil Fikri Mohamad Ishak Muh Yusril Hidayat Muh. Assiddiq Muh. Nasir Malik Muh. Yusuf Mappease Muhamad Firman Maulana Muhammad Ardi Muhammad Fadhil Hani Muhammad Fadil Syafiuddin Muhammad Farid Muhammad hasim Muhammad Ilyas Syarif Muhammad Iqbaludin Muhammad Saleh MUHAMMAD YUSUF Muhammad Yusuf Mappeasse Mulyadi Nur Naila Mumtazah Nawawi, Faizah Noor, Agustian Nur Farah Fajriaty Muchlis Nur, Hasruddin Nurhaini Nurhuda Nurlaila Ramadhani Syam Nursanti Nursanti Nurul Adnin Usman Nurul Kharisma Nurul Pratiwi Indah Nurdin Nurwana Nuryanti Oky Rahmanto Parenrengi, Syafiuddin Pita Andri Yani Pratama Surya Harynto Purnamawati Purnamawati Putri, Rafika Hutami Rachma Febriyanti Rachma Weny Islamiati Rahmat Hidayatullah Rahmatullah Rahmi Putri Raturayawan RENI ANGRAINI Reska Nella Reyhan Hidayatullah Rezki Aulia Yusuf Ridwan Daud Mahande Rika Sulastri Risnawaty Riyan Dika Anugrah Rizma Juwita Rizqi Putri Utami Rohani Runa Wardani Ruslan Ruslan Sabila Risqi Andriani Sahal Mufid Saharuna Saiful Arin Azhari Salbiyah Salbiyah Salbiyah Sasmito Sasmito, Sasmito Septiana, Windy Setiawan Wibowo Sitti Asiqah Usman Ali Sri Kumalasari Sri Wahyuni St. Aisyah Subehan Halik Sularno Sularno, Sularno SUSI RAHMAWATI Syaharullah Syaharullah Syahrul Syamsurijal Syarifuddin Kasim Takdir, Ahmad Taqiyuddin Tandi Linok, Roni Tangkin Mangesa, Riana Udin Sidik Sidin Udin Sidin Sidik Umar Kamaruddin Usep Siswadi WAHYUDI Wudi Darul Putra Yuliah, Siti Yunus Tjandi Yusril Emra Yusuf Mappeasse Zora Oktama Zulkifli Yunus