Korelasi Pemanfaatan Media Pembelajaran Digital dengan Hasil Belajar Mata Pelajaran Pendidikan Agama Islam di SMPN 4 Payakumbuh Correlation between the Use of Digital Learning Media and Learning Outcomes in the Islamic Religious Education Subject at SMPN 4 Payakumbuh
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Abstract
Although the use of digital learning media in Islamic Religious Education (PAI) has been widely studied, research specifically analyzing its relationship with PAI learning outcomes in schools that implement digital classes remains limited. This study aims to analyze the relationship between the use of digital learning media and the PAI learning outcomes of students in the Grade VIII Digital class at SMP Negeri 4 Payakumbuh. This study employed a quantitative approach with a correlational design and involved 95 students selected through total sampling. Data were collected using a questionnaire to measure the level of digital learning media use and documentation of students’ PAI learning outcome scores. The data were analyzed using descriptive statistics, prerequisite analysis tests, the Spearman rank correlation test, and simple regression with the assistance of IBM SPSS Statistics version 27. The results showed that the use of digital learning media was in the good category but had no significant relationship with PAI learning outcomes, as indicated by a correlation coefficient of 0.073 and a significance value of 0.481 (p > 0.05). The R² value of 0.000 also indicated that the use of digital learning media did not contribute to variations in students’ learning outcomes. These findings confirm that a high level of digital media use is not directly associated with improved PAI learning outcomes because learning outcomes may be influenced by various other factors. This study enriches research on digital learning in the context of Islamic Religious Education and implies the need for teachers to integrate digital media with interactive and student-centered learning strategies. Future research is recommended to examine other variables that may influence PAI learning outcomes.

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References
Aastiqomah, A., & Lismawati. (2023). Penggunaan Media Pembelajaran Berbasis Teknologi dalam Upaya Meningkatkan Kualitas Pendidikan Agama Islam. Journal of Islamic Education and Innovation, 4(2), 92–101. https://doi.org/10.26555/jiei.v4i2.9780
Almahasees, Z., Mohsen, K., & Amin, M. O. (2021). Faculty’s and students’ perceptions of online learning during COVID-19. Frontiers in Education, 6, Article 638470. https://doi.org/10.3389/feduc.2021.638470
Anita, Tini, N., & Adawiyah, S. R. (2025). Pemanfaatan Media Digital dalam Pembelajaran Pendidikan Agama Islam: Analisis Sistematis terhadap Dampak, Tantangan, dan Strategi Implementasi. Edukasiana: Jurnal Inovasi Pendidikan, 4(4), 2067–2078. https://doi.org/10.56916/ejip.v4i4.1522
Bond, M., Bedenlier, S., Marín, V. I., & Händel, M. (2021). Emergency remote teaching in higher education: Mapping the first global online semester. International Journal of Educational Technology in Higher Education, 18, Article 50. https://doi.org/10.1186/s41239-021-00282-x
Cohen, J., Cohen, P., West, S. G., & Aiken, L. S. (2013). Applied multiple regression/correlation analysis for the behavioral sciences (3rd ed.). Routledge. https://doi.org/10.4324/9780203774441
Creswell, J. W., & Creswell, J. D. (2018). Research design: Qualitative, quantitative, and mixed methods approaches (5th ed.). SAGE Publications. https://us.sagepub.com/en-us/nam/research-design/book255675
Crompton, H., & Burke, D. (2023). Artificial intelligence in higher education: The state of the field. International Journal of Educational Technology in Higher Education, 20, Article 22. https://doi.org/10.1186/s41239-023-00392-8
Dhawan, S. (2020). Online learning: A panacea in the time of COVID-19 crisis. Journal of Educational Technology Systems, 49(1), 5–22. https://doi.org/10.1177/0047239520934018
Fauzi, A. S., Septriyanti, N., & Kustati, M. (2024). Pengaruh Penggunaan Media Pembelajaran Berbasis ICT dalam Meningkatkan Hasil Belajar Pendidikan Agama Islam. JPGI (Jurnal Penelitian Guru Indonesia), 9(4), 58–64. https://doi.org/10.29210/022899jpgi0005
Fraenkel, J. R., Wallen, N. E., & Hyun, H. H. (2019). How to design and evaluate research in education (10th ed.). McGraw-Hill Education.
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2019). Multivariate data analysis (8th ed.). Cengage. https://au.cengage.com/c/multivariate-data-analysis-8e-hair-babin-anderson-black/9781473756540/
Hasibuan, S. E., Panggabean, J. M. S., & Siregar, H. P. (2026). Pemanfaatan Media Digital untuk Meningkatkan Minat Belajar Pendidikan Agama Islam. EDUCATOR: Jurnal Inovasi Tenaga Pendidik dan Kependidikan, 5(4), 193–202. https://doi.org/10.51878/educator.v5i4.9185
Howard, S. K., Tondeur, J., Ma, J., & Yang, J. (2021). What to teach? Strategies for developing digital competency in preservice teacher training. Computers & Education, 165, Article 104149. https://doi.org/10.1016/j.compedu.2021.104149
Kline, R. B. (2023). Principles and practice of structural equation modeling (5th ed.). Guilford Press. https://www.guilford.com/books/Principles-and-Practice-of-Structural-Equation-Modeling/Rex-Kline/9781462551910
Martín-García, A. V., et al. (2021). Digital learning environments and student outcomes: A systematic review. Education and Information Technologies, 26.
Qomariah, S., Mardianto, & Mahariah. (2025). Pengembangan E-Learning Berbasis Web untuk Meningkatkan Hasil Belajar Siswa pada Mata Pelajaran Pendidikan Agama Islam di Unit Pelaksana Teknis Sekolah Dasar. Jurnal EDUCATIO: Jurnal Pendidikan Indonesia, 11(1), 359–367. https://doi.org/10.29210/1202526076
Rasmitadila, Aliyyah, R. R., Rachmadtullah, R., Samsudin, A., Syaodih, E., Nurtanto, M., & Tambunan, A. R. S. (2020). The perceptions of primary school teachers of online learning during the COVID-19 pandemic period: A case study in Indonesia. Journal of Ethnic and Cultural Studies, 7(2), 90–109. https://doi.org/10.29333/ejecs/388
Schunk, D. H. (2020). Learning theories: An educational perspective (8th ed.). Pearson.
Taber, K. S. (2018). The use of Cronbach’s alpha when developing and reporting research instruments in science education. Research in Science Education, 48(6), 1273–1296. https://doi.org/10.1007/s11165-016-9602-2
Tondeur, J., Pareja Roblin, N., van Braak, J., Voogt, J., & Prestridge, S. (2017). Preparing beginning teachers for technology integration in education: Ready for take-off? Technology, Pedagogy and Education, 26(2), 157–177. https://doi.org/10.1080/1475939X.2016.1193556
Trust, T., & Whalen, J. (2020). Should teachers be trained in emergency remote teaching? Lessons learned from the COVID-19 pandemic. Journal of Technology and Teacher Education, 28(2), 189–199. https://www.learntechlib.org/primary/p/215995/
Widodo, A., & Riandi. (2021). Digital learning implementation and student learning outcomes in secondary education. Journal of Education and Learning, 15(4), 560–569.
Zainuddin, Z., et al. (2020). Supporting learning with digital technologies. Education and Information Technologies, 25.
Zhao, Y., Sullivan, H., & Mellenius, I. (2021). Digital learning and student achievement: A review of evidence. Computers & Education.


















