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Mardiyanto Mardiyanto
Centre for Technology of Industrial Nuclear Materials -BATAN
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Journal : Journal of Information Systems and Informatics

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Modeling EMIS Adoption with PLS-SEM: Integrating the Government Adoption Model and DeLone–McLean IS Success Model Mardiyanto, Mardiyanto; Berlilana, Berlilana; Purwadi, Purwadi
Journal of Information System and Informatics Vol 8 No 1 (2026): February
Publisher : Asosiasi Doktor Sistem Informasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63158/journalisi.v8i1.1445

Abstract

This study explores the key factors influencing the adoption of the Education Management Information System (EMIS) within Indonesia's Ministry of Religious Affairs (Kemenag), which is vital for managing data and distributing Teacher Professional Allowances (TPG). Data inconsistencies have been a significant challenge, leading to delays in TPG disbursement. To understand the determinants of EMIS adoption, this study integrates the Government Adoption Model (GAM) and DeLone & McLean’s (D&M) Information Systems Success Model. A quantitative approach was used, collecting data from 328 valid responses from MTsN teachers in Kebumen Regency, analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). The results show that Perceived Uncertainty (PU), Perceived Security (PSC), and Perceived Privacy (PP) positively contribute to Perceived Trust (PT). Additionally, Information Quality (IQ) emerged as the strongest predictor of EMIS adoption, followed by System Quality (SYQ), Service Responsiveness (PSR), and Trust. The study emphasizes that improving data accuracy (IQ), ensuring system reliability (SYQ), and strengthening security measures (PSC) are critical for accelerating EMIS adoption. The findings offer practical implications for Kemenag to optimize the implementation of EMIS, ultimately improving the efficiency and timeliness of TPG disbursements for educators.
Co-Authors -, Widianto Abu Khalid Rivai Adituri, Adituri Afrizal Martin Agung Budi Susanto Agustian, Rizki Agustiarini, Vitry Agusutrisno Agusutrisno, Agusutrisno Ahmad Khumaidi Ahmad Khumaidi Aldes Lesbani Alfian Nuziar Ambarwati, Vita Amri Amri Andon Insani Andoyo, Andreas Anggara Anggara, Anggara Anggraeni, Elisabet Yunaiti Angraeni, Via Annette Heinzel Apriani, Elsa F. Arbi Dimyati Bambang Sugeng Berlilana Berlilana Bery, Winda Surya Budi Untari Chalid, Lukman Damar Rastri Adhika Deswita Deswita Dian Fitriyani Dina Permata Wijaya Edi Suharyadi Eliza Eliza Elvaswer Elvaswer Engkir Sukirman Ferhat Aziz Firana, Ario Hanifah, Yulizah Herlina Herlina Hilman, Amirul Huang, Ching An Idha Royani J, Jeprianto Jeprianto, Jeprianto Joni Joni Lestari, Kanti Martin, Afrizal martin, Afrizal martin Marzuki Silalahi Mawaddah, Zahrul Mohammad Dani Muhamad Muslihudin Mustafa Kamal Nafiah, Nafiah Najma Annuria Fithri, Najma Annuria Nining Handayani Novita Andriyani Nur Ahmad, Nur octavia, yoanda wanda Parikin Parikin Prasetia Nanda, Adi Purwadi Purwadi Risfidian Mohadi Rohmatullaili, Rohmatullaili Rosidawati Wiradirja, Imas Salim Mustofa Sari, Familia Maya Setyo Purwanto Shaum Shiyan Sofia Sandi Solihah, Indah Sulistioso G.S, Sulistioso Sulistioso Giat Sukaryo, Sulistioso Giat SURYANTI Syahbuddin Syahbuddin Syahfandi Ahda Syarifudin Syarifudin Taswanda Taryo Tati, Sri Hartati Taufiq, Agus Tri Kusmita Wardhana, Singgih Tri Wibiyan, Sahrul Widianto Widianto Widiyanto Widiyanto Wijaya, Alfan Yuri Fitrian Zarvianti, Enny Zavianti, Enny