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Surawan, Surawan
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Journal : Ta'dib

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Integrating Technology Acceptance and Pedagogical Deep Learning in Islamic Education: A TAM-Based Study Mazrur, Mazrur; Jennah, Rodhatul; Norhidayah, Siti; Surawan, Surawan
Ta'dib Vol 28 No 2 (2025)
Publisher : Universitas Islam Negeri Mahmud Yunus Batusangkar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31958/jt.v28i2.15981

Abstract

This study investigates the integration of technology acceptance and pedagogical deep learning in Islamic Religious Education (IRE), where deep learning is conceptualized as a pedagogical approach that emphasizes meaningful understanding, reflective thinking, and enjoyable engagement, rather than artificial intelligence-based deep learning. Although previous studies have extensively examined technology acceptance and deep learning independently, empirical studies integrating the Technology Acceptance Model (TAM) with pedagogical deep learning in the context of Islamic education are still limited. To address this gap, this study uses a quantitative survey design involving 321 teachers and students selected through simple random sampling from a population of 1,287 participants. Data were collected using a validated Likert scale questionnaire (Cronbach's Alpha = 0.874) and analyzed through descriptive statistics and simple linear regression using SPSS version 25. The results of the study indicate that acceptance of TAM-based learning media has a significant and positive effect on the implementation of pedagogical deep learning (R² = 0.542, t = 12.884, p <0.001), showing that 54.2% of the variance in deep learning practices is explained by technology acceptance. Descriptive analysis shows that Perceived Usefulness recorded the highest average score among TAM constructs (M = 4.26), while Meaningful Learning emerged as the most dominant dimension in pedagogical learning (M = 4.23). Theoretically, this study expands TAM by positioning technology acceptance as a driver of deep, reflective, and value-oriented pedagogical learning in Islamic education. Practically, these findings provide evidence-based guidance for educators and schools in designing technology-supported IRE that promotes meaningful, attentive, and enjoyable learning experiences.
Co-Authors A'ini, Nova Nur Abda Abda Adi, Muhammad Iqbal Purnama Adyaputri, Elvira Agas, Andri Ahmad Saefulloh Ahmad Sanusi AHMADI ahmat fauzi, nurul Aida, Nor Ajahari Ajahari, Ajahari Aji Hutama, Bayu Waskita Alamsyah - Alfajri Firdaus, Rizki Ali, Sulaiman Amalia, Najwa Amalia, Najwa Rizki Amelia Putri, Yusika Anam, Arif Miftakhul Khoirul Ananda, Salsabilla Anggraeni, Rara Anni Wulandzari Anshari, Muhammad Redha Anwar, Hadiya Sabila Aprilianti, Vika Arianty, Anggi Faramida Arif, Zainal Ariska, Serli Ariyani, Nili Arman, Dedi Asri, Diar Mukti Aulia Safitri, Aulia Awang, Sarimah Aysah, Nurul AYU LESTARI Azmy, Asmail Caenovea, Ciraenda Chablullah Wibisono dian nur hikmah Elvira, Cindy Fajariah, Fajariah Faridi Faridi Fatimah, Cindy faujianor, fauji Fenita Ifa Anissa Fitriani, Alya Fitriyah Fitriyah Ghani, Hafizah Nuraini Gunanti . Hady Ningsih, Salsabila Hafifah, Wafiq Hafizah, Tia Halis, Nur Haliza, Noor Hamdanah Hamdanah Haryanto, Rizki Hikmah, Aida Nurul Husniah, Laila Ilmi, Ahmad Tantowi Jasiah Jayawarsa, A.A. Ketut Jennah, Rodhatul Khairil Anwar Khairunnisa, Rahmahdalena Putri Khalda, Nabilah Khasanah, Kusnia Nikmatul Khatimah, Khusnul Kusuma, Perdana Lenita, Leila Anggraeni Lestari, Surti Lutfi, Saiful M. Redha Anshari Majidi, Muhammad Wahid Malisi, M. Ali Sibram Marshanda, Marshanda Marsiah, Marsiah Massari, Zahra Ichtiara Maulana , Ahmad Maulana, Andin Muhammad Mazrur, Mazrur Melisa, Kiki Moh. Fauzan Muhammad Aziz Muslim Muhammad Fadli Muhammad Rizqi Muhammad Yusuf Mumtaazah, Yasmine Muslimah Muslimah Muthaharoh, Nur Rahmadani Najib Kailani Nikmah, Siti Ningsih , Salsabila Hady Ningsih, Salsabila Hady Noor Aida Noormila, Cahya Norhidayah, Siti Norhidayani, Norhidayani Norjanah, Norjanah Norvia, Lia Nosy Restia Novita Sari Nurfahmi, Ikhfak Nurrahmi, Dwi Nurul Wahdah, Nurul Oktavia, Rani Pamungkas, Nurman Pratama, Randi Surya Priolawati, Melly Purmasari, Siti Fatimah Putri Anggalia Puspita Sari Putri, Shella Aulia Rahmawati, Lilis Ramadhan, Muhammad Alief Raihan Ramadhani, Amanda Agni Oktavia Ramadhani, Raysha Ramadhani, Rofi'ah Khafidah Ramadhanti, Nisrina Farida RANI RANI, RANI Raudhatul Jannah Redha Anshri, muhammad Rinaldi, Arjuna Risa, Maya Risnawati Risnawati rohmah, Cindy Dwi RR. Ella Evrita Hestiandari Rusliana, Waode Gusti Safitri, Novia Safitri, Ravena Aulia sahduari, Sahduari Saiful Luthfi Sajiyo Sajiyo, Sajiyo Salmah Salmah Sapitri, Suci Aprioni Dwi Sapuadi, Sapuadi Saputri, Nadia Sardimi, Sardimi Setiawan, Muhammad Dicky Siti Khodijah Siti Rahmawati Siti Sarifah Sofiyati, Laila Musfirah Sri Hidayati Sri Hidayati Syafii, Muhamad Syafrul Nalus Syahmidi Syahmidi Syahmidi, Syahmidi Syarifah Soraya Thoyibah, Firda Amalia Tobroni Tobroni Ulfah Ulfah waode Widodo, Syamsul Bahri Winda Winda Wiwik Handayani Wulandari, Junita Yanti, Febry Yuliani Yuliani Yulistiana, Afda Zakia Zuzanti Zanuba, Adisty Arselia