DEVELOPMENT AND PRACTICALITY OF CTML-BASED 3D DIGITAL LEARNING MEDIA FOR CELL STRUCTURE
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Abdulrahaman, M. D., & Faruk, N. (2020). Multimedia tools in the teaching and learning processes: A systematic review. Heliyon, 6(11), e05312. https://doi.org/10.1016/j.heliyon.2020.e05312
Alberts, B., Johnson, A., Lewis, J., Morgan, D., Raff, M., Roberts, K., & Walter, P. (2022). Molecular biology of the cell (7th ed.). W. W. Norton & Company.
Anggraini, B., & Zulyusri, Z. (2023). Meta-analysis of the validity of digital comic learning media in biology learning. BIODIK, 9(4), 111–117. https://doi.org/10.22437/biodik.v9i4.27772
Arsyad, A. (2019). Learning media. Rajawali Press.
Campbell, N. A., Urry, L. A., Cain, M. L., Wasserman, S. A., Minorsky, P. V., & Orr, R. B. (2020). Campbell biology (12th ed.). Pearson.
Çeken, B., & Taşkın, N. (2022). Multimedia learning principles in different learning environments: A systematic review. Smart Learning Environments, 9, 19. https://doi.org/10.1186/s40561-022-00200-2
Chugh, R., Turnbull, D., & Luck, J. (2022). The role of digital technologies in education and their impact on teaching and learning. Education and Information Technologies, 27(8), 10531–10553.
Cromley, J. G., & Chen, R. (2025). A meta-analysis of Richard Mayer's multimedia learning research: Searching for boundary conditions of design principles across multiple media types. Educational Research Review, 49, 100730. https://doi.org/10.1016/j.edurev.2025.100730
Dewi, N. K., & Saifuddin, M. F. (2022). High school biology learning media during the Covid-19 pandemic in Indonesia: Systematic literature review. Bioeducation: Journal of Biology Education, 15(2). https://doi.org/10.20961/bioedukasi-uns.v15i2.59994
Fiorella, L., & Mayer, R. E. (2018). What works and doesn't work with instructional video. Computers in Human Behavior, 89, 465–470. https://doi.org/10.1016/j.chb.2018.07.015
Fitriani, L. N. (2025). Systematic literature review: The effectiveness of multimedia learning-based interactive media in improving understanding of biological concepts. Journal of Driving Education, 3(2), 41–45. https://doi.org/10.35870/jpp.v3i2.5845
García-Robles, P., Cortés-Pérez, I., Nieto-Escámez, F. A., García-López, H., Obrero-Gaitán, E., & Osuna-Pérez, M. C. (2024). Immersive virtual reality and augmented reality in anatomy education: A systematic review and meta-analysis. Anatomical Sciences Education, 17(3), 514–528. https://doi.org/10.1002/ase.2397
Hafzah, N., Puri Amalia, K., Lestari, E., Annisa, N., Adiatmi, U., & Saifuddin, M. F. (2020). Meta-analysis of the effectiveness of the use of digital learning media in increasing students' biology learning outcomes and interest in learning in the era of the Industrial Revolution 4.0. BIODIK, 6(4), 541–549. https://doi.org/10.22437/bio.v6i4.8958
Hamilton, D., McKechnie, J., Edgerton, E., & Wilson, C. (2021). Immersive virtual reality as a pedagogical tool in education: A systematic literature review of quantitative learning outcomes and experimental design. Journal of Computers in Education, 8(1), 1–32. https://doi.org/10.1007/s40692-020-00169-2
Laubscher, D. J., Loos, B., & Theart, R. P. (2024). Engage and learn: Improved learning of cellular structures using a virtual reality-based learning experience. Computers & Education: X Reality, 5, 100089.
Mahariyanti, E., Zaidah, A., Prayunisa, F., & Irwansah, I. (2024). Meta-analysis: Optimizing the use of digital media in biology learning. Journal of Educational Assimilation, 2(4), 152–156. https://doi.org/10.61924/jasmin.v2i4.44
Makransky, G., & Petersen, G. B. (2021). The cognitive affective model of immersive learning (CAMIL): A theoretical research-based model of learning in immersive virtual reality. Educational Psychology Review, 33, 937–958. https://doi.org/10.1007/s10648-020-09586-2
Maryanti, S., Sopandi, W., & Riandi, R. (2024). Virtual reality in biology learning: Systematic literature review (SLR) recent trends (2003–2023) and its post-pandemic implications. Vidya Karya, 39(2), 97–104. https://doi.org/10.20527/jvk.v39i2.19570
Mayer, R. E. (2021). Multimedia learning (3rd ed.). Cambridge University Press.
Mayer, R. E. (2024). The past, present, and future of the cognitive theory of multimedia learning. Educational Psychology Review, 36, 8. https://doi.org/10.1007/s10648-023-09842-1
Mayer, R. E., & Fiorella, L. (Eds.). (2021). The Cambridge handbook of multimedia learning (3rd ed.). Cambridge University Press.
Merchant, Z., Goetz, E. T., Cifuentes, L., Keeney-Kennicutt, W., & Davis, T. J. (2021). Effectiveness of virtual reality-based instruction on students’ learning outcomes in science education: A meta-analysis. Computers & Education, 166, 104158.
Murtini, I., & Cintamulya, I. (2026). Implementation of virtual reality in biology education: Systematic literature review. Biosphere: Journal of Biology Education. https://doi.org/10.21009/biosferjpb.62319
Nasution, M. R., Rodiyah, S., Hutabarat, H., Sabila, S., & Nasution, W. A. (2022). Systematic literature review: Web-based learning media in biology subjects. EDUCATION: Journal of Biology Education, 13(2). https://doi.org/10.24127/bioedukasi.v13i2.6353
OECD. (2023). Education at a glance 2023: OECD indicators. OECD Publishing.
Putri, D. P. E., & Muhtadi, A. (2018). Development of Android-based chemistry interactive learning multimedia using Mayer's principle on reaction rate material. Journal of Educational Technology Innovation, 5(1), 38–47. https://doi.org/10.21831/jitp.v5i1.13752
Putri, I. I., Rahmat, A., Riandi, R., & Riza, L. S. (2024). Utilizing learning media in biology: A step towards interactive media development. Journal of Natural Science and Integration, 7(2), 292–302. https://doi.org/10.24014/jnsi.v7i2.29493
Putri, I. I., Fauziah, N., Ferazona, S., Kalsum, U., & Hendrizal, A. (2025). The role of artificial intelligence (AI) in managing the cognitive load of biology students: A systematic review. Biology and Education Journal, 5(1), 44–56. https://doi.org/10.25299/baej.2025.22896
Radianti, J., Majchrzak, T. A., Fromm, J., & Wohlgenannt, I. (2020). A systematic review of immersive virtual reality applications for higher education: Design elements, lessons learned, and research agenda. Computers & Education, 147, 103778. https://doi.org/10.1016/j.compedu.2019.103778
Rakhmawati, D., Kapelaria, D. A., & Weinberg, M. (2025). Virtual reality in biology education: A systematic literature review. Cogent Education. https://doi.org/10.1080/2331186X.2025.2523141
Reece, J. B., Urry, L. A., Cain, M. L., Wasserman, S. A., Minorsky, P. V., & Orr, R. B. (2021). Campbell biology (12th ed.). Pearson.
Reinke, N. B., Kynn, M., & Parkinson, A. L. (2021). Immersive 3D experience of osmosis improves learning outcomes of first-year cell biology students. CBE—Life Sciences Education, 20(1), ar1. https://doi.org/10.1187/cbe.19-11-0254
Robiah, S., Hajar, I., Ferazona, S., & Lestari, D. T. (2024). Developing integrated biology teaching material with Qur'an and Sunnah value. Indonesian Journal of Biology Education, 10(1), 154–163. https://doi.org/10.22219/jpbi.v10i1.31771
Rolfe, V. E., & Gray, D. (2011). Are multimedia resources effective in life science education? A meta-analysis. Bioscience Education, 18(1), 1–14. https://doi.org/10.3108/beej.18.5
Sakr, A., & Abdullah, T. (2024). Virtual, augmented reality and learning analytics impact on learners, and educators: A systematic review. Education and Information Technologies, 29, 19913–19962. https://doi.org/10.1007/s10639-024-12602-5
Salimi, S., Asgari, Z., Mohammadnejad, A., Teimazi, A., & Bakhtiari, M. (2024). Efficacy of virtual reality and augmented reality in anatomy education: A systematic review and meta-analysis. Anatomical Sciences Education, 17(9), 1668–1685. https://doi.org/10.1002/ase.2501
Smaldino, S. E., Lowther, D. L., Mims, C., & Russell, J. D. (2019). Instructional technology and media for learning (12th ed.). Pearson.
UNESCO. (2021). Reimagining our futures together: A new social contract for education. UNESCO.
Webb, M., Tracey, M., Harwin, W., Tokatli, O., Hwang, F., Johnson, R., Barrett, N., & Jones, C. (2022). Haptic-enabled collaborative learning in virtual reality for schools. Education and Information Technologies, 27, 937–960. https://doi.org/10.1007/s10639-021-10639-4
Won, M., Ungu, D. A. K., Matovu, H., Treagust, D. F., Tsai, C.-C., Park, J., Mocerino, M., & Tasker, R. (2023). Diverse approaches to learning with immersive virtual reality identified from a systematic review. Computers & Education, 195, 104701. https://doi.org/10.1016/j.compedu.2022.104701
DOI: https://doi.org/10.29100/eduproxima.v8i4.11634
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