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All Journal Ahkam: Jurnal Ilmu Syariah Al-Zahra : Journal for Islamic and Arabic Studies IJTIHAD Jurnal Wacana Hukum Islam dan Kemanusiaan Islam Futura Lisanuna: Jurnal Ilmu Bahasa Arab dan Pembelajarannya Dusturiah : Jurnal Hukum Islam, Perundang-undangan dan Pranata Sosial Mazahib Istinbath: Jurnal Hukum dan Ekonomi Islam TSAQAFAH Jurisprudensi: Jurnal Ilmu Syariah, Perundang-undangan, Ekonomi Islam El-Barka: Journal of Islamic Economics and Business Media Syari'ah: Wahana Kajian Hukum Islam dan Pranata Sosial Jurnal Ilmiah Al-Mu'ashirah: Media Kajian Al-Qur'an dan Al-Hadits Multi Perspektif Ihtiyath : Jurnal Manajemen Keuangan Syariah AT-TASYRI' Jurnal Ilmiah Prodi Muamalah Al-Qadha: Jurnal Hukum Islam dan Perundang-Undangan TIN: TERAPAN INFORMATIKA NUSANTARA Share: Jurnal Ekonomi dan Keuangan Islam JURIS (Jurnal Ilmiah Syariah) Al-Iqtishadiah: Jurnal Hukum Ekonomi Syariah International Journal of Management and Business Economics JURISTA : Jurnal Hukum dan Keadilan Al-Mudharabah Jurnal Hukum Keluarga dan Peradilan Islam
Husni Mubarrak
UNIVERSITAS ISLAM NEGERI AR-RANIRY, BANDA ACEH
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Journal : TIN: TERAPAN INFORMATIKA NUSANTARA

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Integrative Systematic Review on the Impact of AI-Based Training Programs on Motivation and Performance of Non-Academic Educational Staff Mubarrak, Husni; Sari, Vina Winda; Nurhayati, Nurhayati; Wardayani, Wardayani; Suginam, Suginam; Mesran, Mesran
TIN: Terapan Informatika Nusantara Vol 6 No 2 (2025): July 2025
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/tin.v6i2.8071

Abstract

This study aims to systematically review how artificial intelligence (AI)-based training affects the motivation and performance of non-academic educational staff in educational institutions. The review employed a Systematic Literature Review (SLR) approach, analyzing 20 selected articles from SCOPUS, Web of Science, and SINTA databases. Findings reveal that AI-based training contributes to improved work efficiency, employee engagement, and adaptive skills. However, its impact on work motivation is highly dependent on digital literacy, training design, and managerial support. The study also highlights a lack of integrative models that link AI training, motivation, and performance in a cohesive framework. The findings offer theoretical contributions to the development of digital HRM in education and practical insights for designing inclusive and adaptive AI-based training. This study’s limitations include the scarcity of longitudinal data, dominance of research from developed countries, and limited contextual insights from Southeast Asia. Future research is encouraged to apply empirical and longitudinal approaches to strengthen causal understanding and contextual applicability
Co-Authors Abu Bakar, Ali Agustin Hanapi Asral Miadi Azka Amalia Jihad Badrul Munir Badrul Munir, Badrul Bukhari Ali Erdiansyah Erdi Faisal Yahya Faisal Yahya Gamal Achyar Hamdiah Hamdiah Harjoni Harjoni Iskandar Iskandar Iskandar Iskandar Iskandar Iskandar Kafei Kjoor, Amir Muhammed Khalilurrahman Khalilurrahman Kjoor, Amir Muhammed Kafei Maulizar, Rizki Mesran, Mesran Muhammad Kalkausar Muhammad Ridha Muslem Muslem Muslem Muslem, Muslem Mustaqim, Riza Nahara Eriayanti Nurfitri Yumni, Syawalianita Nurhayati Nurhayati Rahmadani, Sindi Riza Mustaqim Rizki Maulizar Salsabilla, Tiara Sa’dan, Saifuddin Siti Azizah Suginam Suhaili Sufyan, Muhammad Syawalianita Nurfitri Yumni Vina Winda Sari Wardayani Wardayani, Wardayani Wesley Mwafulirwa Yunus, Saifullah Zikri, Awwaluz