Development and Expert Validation of Augmented Reality-Integrated Innovative Learning Materials on Plant Cells and Tissues for Problem-Based Learning: An Approach Using Aiken’s V
DOI:
https://doi.org/10.62775/edukasia.v7i1.2148Keywords:
Higher education; Innovative learning; Problem solving based learning; Validation of teaching materialsAbstract
Augmented Reality (AR) has the potential to improve Problem-Based Learning (PBL) in higher education by easing the visualisation of difficult biological ideas and encouraging active participation. The purpose of this study was to assess the viability and content validity of AR-integrated teaching resources created for PBL. The study concentrated on the validation stage using the ADDIE development paradigm and included three expert validators in instructional design, educational technology, and biology education. Aiken's V was used to evaluate content validity in terms of language appropriateness, presentation viability, and topic feasibility. To enhance the teaching materials, qualitative input from validators was also examined. The findings showed strong validity across all dimensions, with Aiken's V values more than 0.85. The display of AR elements, the clarity of instructions, and the alignment of learning exercises with problem-solving objectives were the main areas of expert recommendation. The quality and usability of the updated materials were improved by incorporating these suggestions. All things considered, the AR-integrated teaching resources showed excellent content validity and viability for postsecondary education. According to the results, the products are appropriate for use in classrooms and can help students grasp difficult biological ideas through interactive, technologically enhanced learning opportunities.
Downloads
References
Aldalalah, O. M. A., Wardat, Y., Al-Omari, A. A. H., & Khodair, R. M. (2025). The Effectiveness of interactive digital content based on the TPACK model in developing the skills of educational aids production and improving cognitive achievement among early childhood university students. Contemporary Educational Technology, 17(2). https://doi.org/10.30935/cedtech/16046
Bashri, A., Puspitawati, R. P., & Prastiwi, M. S. (2022). Implementasi media pembelajaran berbasis augmented reality. Jurnal ABDI: Media Pengabdian Kepada Masyarakat, 7(2), 212-217. https://doi.org/10.26740/abdi.v7i2.17111.
Bashri, A., Susantini, E., Rahayu S. R., Rukmana, R., Indana, S., Faizah, U., Afnan, M. Z. (2025). Student worksheet based on AR cells and tissues to train spatial thinking and problem solving. Journal of Curriculum and Teaching, 14(3), 308-318. https://doi.org/10.5430/jct.v14n3p308
Bao, L., & Koenig, K. (2019). Physics education research for 21st century learning. Disciplinary and Interdisciplinary Science Education Research, 1(1), 2. https://doi.org/10.1186/s43031-019-0007-8
Bizami, N. A., Tasir, Z., & Kew, S. N. (2023). Innovative pedagogical principles and technological tools capabilities for immersive blended learning: a systematic literature review. Education and Information Technologies, 28(2), 1373–1425. https://doi.org/10.1007/s10639-022-11243-w
Branch, R. M. (2009). Instructional design: The ADDIE approach. Springer US. https://doi.org/10.1007/978-0-387-09506-6
Campos, N., Nogal, M., Caliz, C., & Juan, A. A. (2020). Simulation-based education involving online and on-campus models in different European Universities. International Journal of Educational Technology in Higher Education, 17, 1–15. https://doi.org/10.1186/s41239-020-0181-y
Carless, D. (2020). From teacher transmission of information to student feedback literacy: Activating the learner role in feedback processes. Active Learning in Higher Education, 23, 143 - 153. https://doi.org/10.1177/1469787420945845
Castiglioni, I., Rundo, L., Codari, M., Di Leo, G., Salvatore, C., Interlenghi, M., Gallivanone, F., Cozzi, A., D’Amico, N. C., & Sardanelli, F. (2021). AI applications to medical images: from machine learning to deep learning. Physica Medica, 83, 9–24. https://doi.org/10.1016/j.ejmp.2021.02.006
Chaidam, O., & Poonputta, A. (2022). Learning achievement improvement of 1st grade students by using problem-based learning (PBL) on TPACK model. Journal of Education and Learning, 11(2), 43-48. https://doi.org/10.5539/jel.v11n2p43
Chang, D. H., Lin, M. P., Hajian, S., & Wang, Q. Q. (2023). Educational design principles of using AI chatbot that supports Self-Regulated learning in education: goal setting, feedback, and personalization. Sustainability, 15(17), 12921. https://doi.org/10.3390/su151712921
Cintamulya, I., Warli, & Mawartiningsih, L. (2024). The Development of project-based learning models that accommodate the reflective and impulsive cognitive style. Studies in Learning and Teaching, 5(1), 59-72. https://doi.org/10.46627/silet.v5i1.279
Coronado, J. M., Moyano, A., Romero, V., Ruiz, R., & Rodríguez, J. (2021). Student long-term perception of project-based learning in civil engineering education: an 18-year ex-post assessment. Sustainability, 13(4), 1949. https://doi.org/10.3390/su13041949
Dai, W., & Kang, Q. (2025). Improvement of flipped classroom teaching in colleges and universities based on virtual reality assisted by deep learning. Scientific Reports, 15(1), 3204. https://doi.org/10.1038/s41598-025-87450-5
Davis, K. D., Aghaeepour, N., Ahn, A. H., Angst, M. S., Borsook, D., Brenton, A., Burczynski, M. E., Crean, C., Edwards, R., & Gaudilliere, B. (2020). Discovery and validation of biomarkers to aid the development of safe and effective pain therapeutics: challenges and opportunities. Nature Reviews Neurology, 16(7), 381–400. https://doi.org/10.1038/s41582-020-0362-2
Dwikoranto, Dawana, I. R., & Setiani, R. (2024). Research Trend of PBL and PjBL in Bibliometric Analysis: Implications for a Better Future of Physics Education. Studies in Learning and Teaching, 5(2), 296-308. https://doi.org/10.46627/silet.v5i2.359
Fadhilah, F., Husin, M., & Fadia Raddhin, R. (2023). PjBL vs PBL models in higher education: a comparative study using analysis of covariance. JIPF (Jurnal Ilmu Pendidikan Fisika), 8(1), 85–93. https://doi.org/10.26737/jipf.v8i1.3700
Faria, A., & Miranda, G. L. (2024). Augmented Reality in Natural Sciences and Biology Teaching: Systematic Literature Review and Meta-Analysis. Emerging Science Journal, 8(4), 1666–1685. https://doi.org/10.28991/esj-2024-08-04-025
Handayani, S., Hussin, M., & Norman, M. (2023). Technological Pedagogical content knowledge (TPACK) model in teaching: a review and bibliometric analysis. Pegem Journal of Education and Instruction, 13(3), 176–190. https://doi.org/10.47750/pegegog.13.03.19
Hayani, S. N., & Sutama, S. (2022). Pengembangan perangkat dan model pembelajaran berbasis TPACK terhadap kualitas pembelajaran daring. Jurnal Basicedu, 6(2), 2871–2882. https://doi.org/10.31004/basicedu.v6i2.2512
Henra, K., Budayasa, I. K., Ismail, & Liu, M. (2024). What is the room for guessing in metacognition? Findings in mathematics problem solving based on gender differences. Perspektivy nauki i obrazovania – Perspectives of Science and Education, 69(3), 469–482. http://dx.doi.org/10.32744/pse.2024.3.28
Hidayat, H., Tasrif, E., Jaya, P., Muhammad, Anwar., Thamrin, Zulwisli, Hadi, A., Budayawan, K., Husin, M., & Asmara, D. (2021). The empirical analysis of industrial work challenges in the industrial revolution 5.0 towards a grade point aver. International Journal of Online and Biomedical Engineering (IJOE), 17(09), 21–34. https://doi.org/10.3991/ijoe.v17i09.25679
Husin, M., Masdi, H., Simatupang, W., & Hendriyani, Y. (2024). Validation of the project-based problem learning (PBPL) model book in higher education. Multidisciplinary Science Journal, 7(4), 2025222-2025222. https://doi.org/10.31893/multiscience.2025222
Ismail, M., Zubair, M., Alqadri, B., & Basariah, B. (2022). Analisis kebutuhan technological pedagogical and content knowledge (TPACK) dalam pembelajaran PPKn. Jurnal Ilmiah Profesi Pendidikan, 7(4b), 2442-2447. https://doi.org/10.29303/jipp.v7i4b.1027
Jabarullah, N. H., & Iqbal Hussain, H. (2019). The effectiveness of problem-based learning in technical and vocational education in Malaysia. Education+Training, 61(5), 552–567. https://doi.org/10.1108/ET-06-2018-0129
Jatmiko, B., Prahani, B. K., Saphira, H. V., & Siswanto, J. (2024). Investigation-based multiple representation online model to improve students’ problem-solving skills. Perspektivy nauki i obrazovania – Perspectives of Science and Education, 69(3), 621–636. Online: https://doi.org/10.32744/pse.2024.3.38
Kalogiannakis, M., Papadakis, S., & Zourmpakis, A.-I. (2021). Gamification in science education. a systematic review of the literature. Education Sciences, 11(1), 22. https://doi.org/10.3390/educsci11010022
Maker, C. J. (2022). From leading to guiding, facilitating, and inspiring: a needed shift for the 21st century. Education Sciences, 12(1), 18. https://doi.org/10.3390/educsci12010018
Maknun, J. (2020). Implementation of guided inquiry learning model to improve understanding physics concepts and critical thinking skill of vocational high school students. International Education Studies, 13(6), 117–130. https://doi.org/10.5539/ies.v13n6p117
Mališů, P., & Šaloun, P. (2020). Multimedia and interactivity in educational materials. Technium Soc. Sci. J., 13, 47. https://doi.org/10.47577/tssj.v13i1.1818
Muzaini, M., Rahayuningsih, S., Akib, I., & Kamaruddin, R. (2024). CPjBL versus PjBL instruction: the practice of reviewing literature from reputable journals. Studies in Learning and Teaching, 5(3), 581-594. https://doi.org/10.46627/silet.v5i2.375
Rahmah, A. N., Rochyadi, E., Nadiyah'Ufairah Muqsithah, A. M., Sari, W. A., & Tanbrin, N. N. I. (2025). Developing an inclusive numeracy assessment for a blind student in using the ADDIE model. EDUKASIA Jurnal Pendidikan dan Pembelajaran, 6(2), 867-878. https://doi.org/10.62775/edukasia.v6i2.1625
Rukmana, R., Susantini, E., & Bashri, A. (2020). The effectiveness of student worksheet (project-based learning) based on the values of islamic boarding school for the biotechnology subject to train high school students with bioentrepreneuship skills. Jurnal Inovasi Pembelajaran Biologi, 1(1), 35-43. https://doi.org/10.26740/jipb.v1n1.p35-43
Rukmana, R., Susantini, E., Raharjo, R., & Borhan, M. T. (2024). Development of PjBL teaching module based on Jombang's local wisdom for training science entrepreneurship skills. Edubiotik: Jurnal Pendidikan, Biologi dan Terapan, 9(02), 154-168. https://doi.org/10.33503/ebio.v9i02.243
Sanusi, S. A. B., & Larisang, A. H. (2023). Validity and reliability tests to determine critical indicators for coconut supply chain sustainability. International Journal of Progressive Sciences and Technologies, 41(1), 376–386. https://doi.org/10.52155/ijpsat.v41.1.5698
Sari, N. A., Dasna, I. W., Kusumaningrum, S. R., & Sitanggang, I. (2024). Effect of problem-based learning model on critical thinking skills in civic education learning. Studies in Learning and Teaching, 5(3), 595-606. https://doi.org/10.46627/silet.v5i3.433
Tkachenko, A. (2024). Innovations in higher education: new approaches and teaching technologies. Economic Analysis, 34(3), 110–121. https://doi.org/10.35774/econa2024.03.110
Turmuzi, M., & Kurniawan, E. (2021). Kemampuan mengajar mahasiswa calon guru matematika ditinjau dari technological pedagogical and content knowledge (TPACK) pada mata kuliah micro teaching. Jurnal Cendekia: Jurnal Pendidikan Matematika, 5(3), 2484-2498. https://doi.org/10.31004/cendekia.v5i3.881
Wai, J., & Lovett, B. J. (2021). Improving gifted talent development can help solve multiple consequential real-world problems. Journal of Intelligence, 9(2). https://doi.org/10.3390/jintelligence9020031
Wulandari, W., Muliatik, S., & Arianto, A. (2025). The Influence of the RADEC learning model based on the TPACK Approach on the Improvement of cultural literacy for SMP/MTs students. EDUKASIA Jurnal Pendidikan dan Pembelajaran, 6(2), 1095-1108. https://doi.org/10.62775/edukasia.v6i2.1706
Yonanda, D. A., Islahuddin, I., Ramadhani, F. A., Febriyanto, B., Saputra, D. S., Yuliati, Y., & Nurhidayat, E. (2024). Improving Motivation and Learning Outcomes of Elementary School Students with Multimedia-Based Interactive Media. Profesi Pendidikan Dasar, 11(3), 197–210. https://doi.org/10.23917/ppd.v11i3.5761
Zulfiqar, F., Raza, R., Khan, M. O., Arif, M., Alvi, A., & Alam, T. (2023). Augmented Reality and its Applications in Education: A Systematic Survey. IEEE Access, 11, 143250-143271. https://doi.org/10.1109/access.2023.3331218
Downloads
Published
Issue
Section
License
Copyright (c) 2026 A Bashri, R P Puspitawati, Wisanti Wisanti, S Indana, P Yakub, R Rukmana, J Shodiq

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.




