Designing a TPACK-Based Mobile Learning Model for Biology Education using the Nominal Group Techniques

Authors

  • Cik Jamaliah Abd Manaf Sultan Idris Education University, Tanjung Malim, Perak, Malaysia
  • Shakinaz Desa Sultan Idris Education University, Tanjung Malim, Perak, Malaysia
  • Muhammad Ikhwan Mat Saad Sultan Idris Education University, Tanjung Malim, Perak, Malaysia
  • Helen Crompton Research Institute for Digital Innovation in Learning, Old Dominion University, USA

DOI:

https://doi.org/10.21834/e-bpj.v10iSI32.7050

Keywords:

Biology, Mobile Learning., Nominal Group Technique, TPACK

Abstract

Mobile learning (m-learning) enhances STEM education, particularly in biology, by supporting visualization and interaction. However, a structured framework integrating technological, pedagogical, and content knowledge (TPACK) is essential. This study designs a TPACK-based mobile learning model for biology using the Nominal Group Technique (NGT). A workshop with 10 experts identified seven key components and 67 elements, with nine elements rejected due to low consensus. The validated framework will guide model development using Interpretive Structural Modelling (ISM) to enhance critical thinking, collaboration, and digital citizenship, ultimately fostering effective mobile learning environments for biology education.

References

Abdullah, N., Baskaran, V. L., Mustafa, Z., Ali, S. R., & Zaini, S. H. (2022). Augmented Reality: The Effect in Students’ Achievement, Satisfaction and Interest in Science Education. International Journal of Learning, Teaching and Educational Research, 21(5), 326–350. https://doi.org/10.26803/ijlter.21.5.17 DOI: https://doi.org/10.26803/ijlter.21.5.17

Ahmad Pua’at, A., & Mohamad Yunus, N. (2023). A Study on Awareness, Exposure and Attitude towards Digital Citizenship among University Students in Malaysia. Information Management and Business Review, 15(I), 190–203. DOI: https://doi.org/10.22610/imbr.v15i1(I)SI.3397

Akçayır, M., & Akçayır, G. (2017). Advantages and challenges associated with augmented reality for education: A systematic review of the literature. Educational Research Review, 20, 1–11. https://doi.org/https://doi.org/10.1016/j.edurev.2016.11.002 DOI: https://doi.org/10.1016/j.edurev.2016.11.002

Anderson, L., Krathwohl, D., Airasian, P., & Samuel, B. (2001). A Taxonomy for Learning, Teaching, and Assessing: A Revision of Bloom’s Taxonomy of Educational Objectives Longman, New York 2001.

Becker, S., Klein, P., Gößling, A., & Kuhn, J. (2020). Using mobile devices to enhance inquiry-based learning processes. Learning and Instruction, 69, 101350. https://doi.org/https://doi.org/10.1016/j.learninstruc.2020.101350 DOI: https://doi.org/10.1016/j.learninstruc.2020.101350

Capuno, R., Suson, R., Suladay, D., Arnaiz, V., Villarin, I., & Jungoy, E. (2021). Digital Citizenship in Education and its Implication. World Journal on Educational Technology: Current Issues, 13(4), 426–437. DOI: https://doi.org/10.18844/wjet.v14i2.6952

Çeken, B., & Taşkın, N. (2022). Multimedia learning principles in different learning environments: a systematic review. Smart Learning Environments, 9(1). https://doi.org/10.1186/s40561-022-00200-2 DOI: https://doi.org/10.1186/s40561-022-00200-2

Chitra, E., Mubin, S. A., Nadarajah, V. D., Se, W. P., Sow, C. F., Er, H. M., Mitra, N. K., Thiruchelvam, V., & Davamani, F. (2024). OPEN A 3 ‑ D interactive microbiology laboratory via virtual reality for enhancing practical skills. Scientific Reports, 1–10. https://doi.org/10.1038/s41598-024-63601-y DOI: https://doi.org/10.1038/s41598-024-63601-y

Crompton, H., Chigona, A., & Tunjera, N. (2024). Preparing teachers to effectively integrate technology in education. In Global Perspectives on Teaching with Technology Theories, Case Studies, and Integration Strategies (1st ed.). Routledge. https://doi.org/https://doi.org/10.4324/9781003406631 DOI: https://doi.org/10.4324/9781003406631-1

Desa, S., Abdullah, M., Ab Mutalib, N., & Mansor, R. (2021). THE READINESS OF INTEGRATING SUSTAINABLE DEVELOPMENT INTO BIOLOGY TEACHER EDUCATION PROGRAM. Jurnal Cakrawala Pendidikan, 40(2), 305-315. doi:https://doi.org/10.21831/cp.v40i2.37116 DOI: https://doi.org/10.21831/cp.v40i2.37116

Dahri, N. A., Al-Rahmi, W. M., Almogren, A. S., Yahaya, N., Vighio, M. S., Al-maatuok, Q., Al-Rahmi, A. M., & Al-Adwan, A. S. (2023). Acceptance of Mobile Learning Technology by Teachers: Influencing Mobile Self-Efficacy and 21st-Century Skills-Based Training. Sustainability (Switzerland), 15(11). https://doi.org/10.3390/su15118514 DOI: https://doi.org/10.3390/su15118514

Delbecq, A. L., Van de Ven, A. H., & Gustafson, D. H. (1975). Group Techniques for Program Planning: A Guide to Nominal Group and Delphi Processes. In Scott, Foresman Glenview.

Harvey, N., & Holmes, C. (2012). Nominal Group Technique: An Effective Method for Obtaining Group Consensus. International Journal of Nursing Practice, 18(2), 188–194. https://doi.org/10.1111/j.1440-172x.2012.02017.x DOI: https://doi.org/10.1111/j.1440-172X.2012.02017.x

Heinich, R., Molenda, M., Russell, J. D., & Smaldino, S. E. (1999). Instructional Media and Technologies for Learning. Prentice Hall.

Husnita, L., Rahayuni, A., Fusfitasari, Y., & Siswanto, E. (2023). The Role of Mobile Technology in Improving Accessibility and Quality of Learning. AL-FIKRAH: Jurnal Manajemen Pendidikan, 11(December), 259–271. DOI: https://doi.org/10.31958/jaf.v11i2.10548

Jamil, M. (2024). Critical Thinking Skills Development for 21 st Century : An Analysis of Biology Critical Thinking Skills Development for 21 st Century : An Analysis of Biology Curriculum ( 2006 ). Journal of Educational Studies, 4(1), 127–138. https://doi.org/10.58622/vjes.v4i1.132 DOI: https://doi.org/10.58622/vjes.v4i1.132

Kassa, M. M., Azene, M. K., Mengstie, S. M., & Ferede, M. W. (2024). Effect of using multimedia and dynamic classroom integrated instruction on grade 11 students’ biology academic achievement. Heliyon, 10(18), e37315. https://doi.org/https://doi.org/10.1016/j.heliyon.2024.e37315 DOI: https://doi.org/10.1016/j.heliyon.2024.e37315

Koole, M. L. (2009). Mobile Learning - A Model for Framing Mobile Learning. Mobile Learning: Transforming the Delivery of Education and Training, 1(2), 25–47.

Lukianets, H., & Lukianets, T. (2023). Promises and Perils of Ai Use on the Tertiary Educational Level. Грааль Науки, 25, 306–311. https://doi.org/10.36074/grail-of-science.17.03.2023.053 DOI: https://doi.org/10.36074/grail-of-science.17.03.2023.053

Mandau, L. L. D., & Lakulu, M. M. (2022). A critical review on m-learning for generation Z. Journal of ICT in Education, 9(3), 111–128. https://doi.org/10.37134/jictie.vol9.sp.1.11.2022 DOI: https://doi.org/10.37134/jictie.vol9.sp.1.11.2022

Marques, M. M., & Pombo, L. (2021). The impact of teacher training using mobile augmented reality games on their professional development. Education Sciences, 11(8). https://doi.org/10.3390/educsci11080404 DOI: https://doi.org/10.3390/educsci11080404

Mayer, R. E. (2020). Multimedia Learning (3rd ed.). Cambridge University Press. https://doi.org/DOI:10.1017/9781316941355 DOI: https://doi.org/10.1017/9781316941355

Mishra, P., & Koehler, M. J. (2006). Technological Pedagogical Content Knowledge: A Framework for Teacher Knowledge. Teachers College Record: The Voice of Scholarship in Education, 108(6), 1017–1054. https://doi.org/10.1177/016146810610800610 DOI: https://doi.org/10.1177/016146810610800610

Mohamad, S. K., Tasir, Z., & Yusof, I. J. (2023). The Effect of Reflection Through Educational Blogging on Students’ Learning Performance. Journal of Information Technology Education: Research, 22, 429–459. https://doi.org/10.28945/5209 DOI: https://doi.org/10.28945/5209

Mullen, R., Kydd, A., Fleming, A., & McMillan, L. (2021). A practical guide to the systematic application of nominal group technique. Nurse Researcher, 29. https://doi.org/10.7748/nr.2021.e1777 DOI: https://doi.org/10.7748/nr.2021.e1777

Nikou, S. A., & Economides, A. A. (2021). A framework for mobile-assisted formative assessment to promote students’ self-determination. Future Internet, 13(5). https://doi.org/10.3390/fi13050116 DOI: https://doi.org/10.3390/fi13050116

O’Neil, M. J., & Jackson, L. (1983). Nominal Group Technique: A process for initiating curriculum development in higher education. Studies in Higher Education, 8(2), 129–138. https://doi.org/10.1080/03075078312331378994 DOI: https://doi.org/10.1080/03075078312331378994

Ofosu-Asare, Y. (2024). Developing classroom ICT teaching techniques, principles and practice for teachers in rural Ghana without access to computers or internet: a framework based on literature review. International Journal of Information and Learning Technology. https://doi.org/10.1108/IJILT-04-2023-0045 DOI: https://doi.org/10.1108/IJILT-04-2023-0045

Olson, J. M., & Krysiak, R. (2021). Rubrics as tools for effective assessment of student learning and program quality. Curriculum Development and Online Instruction for the 21st Century, January 2021, 173–200. https://doi.org/10.4018/978-1-7998-7653-3.ch010 DOI: https://doi.org/10.4018/978-1-7998-7653-3.ch010

Pedraja-Rejas, L., Muñoz-Fritis, C., Rodríguez-Ponce, E., & Laroze, D. (2024). Mobile Learning and Its Effect on Learning Outcomes and Critical Thinking: A Systematic Review. Applied Sciences (Switzerland), 14(19). https://doi.org/10.3390/app14199105 DOI: https://doi.org/10.3390/app14199105

Perinpasingam, T. S., Yen Tan, S., Sharma Naidu, C., & Naidu, A. (2023). SEARCH Journal of Media and Communication Research Exploring pre-service teachers’ experience with virtual reality role-playing micro-teaching activities using Engage VR Faisal Athar bin Mohd Fadzil. Search, 15(2), 53–65. http://search.taylors.edu.my

Prasetiyo, W. H., Naidu, N. B. M., Tan, B. P., & Sumardjoko, B. (2021). Digital citizenship trend in educational sphere: A systematic review. International Journal of Evaluation and Research in Education, 10(4), 1192–1201. https://doi.org/10.11591/IJERE.V10I4.21767 DOI: https://doi.org/10.11591/ijere.v10i4.21767

Richey, R., & Klein, J. D. (2014). Design and development research. In Handbook of Research on Educational Communications and Technology: Fourth Edition (pp. 141–150). https://doi.org/10.1007/978-1-4614-3185-5_12 DOI: https://doi.org/10.1007/978-1-4614-3185-5_12

Rincon-Flores, E. G., & Santos-Guevara, B. N. (2021). Gamification during Covid-19: Promoting active learning and motivation in higher education. Australasian Journal of Educational Technology, 37(5), 43–60. https://doi.org/10.14742/ajet.7157 DOI: https://doi.org/10.14742/ajet.7157

Rosli, R., & Ishak, N. A. (2024). Integration of Virtual Labs in Science Education: A Systematic Literature Review. Jurnal Pendidikan Sains Dan Matematik Malaysia, 14(1), 81–103. https://doi.org/10.37134/jpsmm.vol14.1.8.2024 DOI: https://doi.org/10.37134/jpsmm.vol14.1.8.2024

Ryan, R. M., & Deci, E. L. (2014). Self-Determination Theory and the Facilitation of Intrinsic Motivation, Social Development, and Well-Being. American Psychologist, 55(January 2000), 68–78. https://doi.org/10.1037/0003-066X.55.1.68 DOI: https://doi.org/10.1037//0003-066X.55.1.68

Said, C. S., Umar, I. N., Muniandy, B., & Desa, S. (2019). Aplikasi Teknologi Multimedia dalam Pembelajaran Sains Biologi: Kesan Terhadap Pelajar Berbeza Tahap Keupayaan Spatial: Multimedia Technology Application in Biology Science Learning: Effects on Students with Different Levels of Spatial Ability. Journal of ICT in Education, 2, 12–25. Retrieved from https://ejournal.upsi.edu.my/index.php/JICTIE/article/view/2597

Schmid, M., Brianza, E., & Petko, D. (2021). Self-reported technological pedagogical content knowledge (TPACK) of pre-service teachers in relation to digital technology use in lesson plans. Computers in Human Behavior, 115, 106586. https://doi.org/https://doi.org/10.1016/j.chb.2020.106586 DOI: https://doi.org/10.1016/j.chb.2020.106586

Shambare, B., & Simuja, C. (2024). Unveiling the TPACK pathways: Technology integration and pedagogical evolution in rural South African schools. Computers and Education Open, 7, 100206. https://doi.org/https://doi.org/10.1016/j.caeo.2024.100206 DOI: https://doi.org/10.1016/j.caeo.2024.100206

Shwedeh, F., Nour, M. A., & Akour, I. (2024). Optimizing augmented reality adoption in higher education: A comprehensive analysis of factors impacting data management efficiency. Journal of Infrastructure, Policy and Development, 8(9). https://doi.org/10.24294/jipd.v8i9.6232 DOI: https://doi.org/10.24294/jipd.v8i9.6232

Søndergaard, E., Ertmann, R. K., Reventlow, S., & Lykke, K. (2018). Using a modified nominal group technique to develop general practice. BMC Family Practice, 19(1), 1–9. https://doi.org/10.1186/s12875-018-0811-9 DOI: https://doi.org/10.1186/s12875-018-0811-9

Souza, A. S. C. de, & Debs, L. (2024). Concepts, Innovative Technologies, Learning Approaches and Trend Topics in Education 4.0: A Scoping Literature Review. Social Sciences & Humanities Open, 9, 100902. https://doi.org/10.1016/j.ssaho.2024.100902 DOI: https://doi.org/10.1016/j.ssaho.2024.100902

Stojšić, I., Ostojić, N., & Stanisavljević, J. (2022). Students’ Acceptance of Mobile Augmented Reality Applications in Primary and Secondary Biology Education. International Journal of Cognitive Research in Science, Engineering and Education, 10(3), 129–138. https://doi.org/10.23947/2334-8496-2022-10-3-129-138 DOI: https://doi.org/10.23947/2334-8496-2022-10-3-129-138

Sujarwo, Safitri, D., & Ibrahim, N. (2022). DEVELOPING 21st CENTURY SKILLS: Critical Thinking Skills in Case-Based Learning in Social Studies. Edukasi IPS, 6(2), 4–23. https://doi.org/10.21009/EIPS.006.2.02 DOI: https://doi.org/10.21009/EIPS.006.02.02

Syarifuddin, M., Razak, A., Bakar, S. A., Nazihah, A., Daud, M., Ghazali, N. M., Bakar, A. A., Hadi, H., Yulia, S., Fizik, J., Sains, F., Pendidikan, U., Idris, S., Malim, T., Idris, S., & Malim, T. (2024). Development of Artificial Intelligence Based Personalized Learning Materials for the Topic of Heat Among Form. Jurnal Pendidikan Bitara UPSI, 17(2), 32–51. DOI: https://doi.org/10.37134/bitara.vol17.2.4.2024

Tay, J., Goh, Y., Safiena, S., & Bound, H. (2022). Designing Digital Game-Based Learning for Professional Upskilling: A Systematic Literature Review. Computers & Education, 184, 104518. https://doi.org/10.1016/j.compedu.2022.104518 DOI: https://doi.org/10.1016/j.compedu.2022.104518

Vahedian-Shahroodi, M., Mansourzadeh, A., Moghani, S. S., & Saeidi, S. (2023). Using the Nominal Group Technique in Group Decision-Making: A Review. Med Edu Bull, 4(14), 837–882. https://doi.org/10.22034/MEB.2024.434656.1090

Varga-Atkins, T., McIsaac, J., & Willis, I. (2017). Focus Group meets Nominal Group Technique: an effective combination for student evaluation? Innovations in Education and Teaching International, 54(4), 289–300. https://doi.org/10.1080/14703297.2015.1058721 DOI: https://doi.org/10.1080/14703297.2015.1058721

Velasco, N. Y. G., Gutierrez, J. K. R., & Chaviano, O. G. (2024). Research trends in digital citizenship: Bibliometric mapping from web of science. Journal of Infrastructure, Policy and Development, 8(12). https://doi.org/10.24294/jipd.v8i12.8492 DOI: https://doi.org/10.24294/jipd.v8i12.8492

Vygotsky, L. S. (1978). Mind in society: The development of higher psychological processes (Vol. 86). Harvard university press.

Warfield, J. N. (1974). Toward Interpretation of Complex Structural Models. IEEE Trans. Syst. Man Cybern., 4, 405–417. https://api.semanticscholar.org/CorpusID:26862218 DOI: https://doi.org/10.1109/TSMC.1974.4309336

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Published

2025-06-10

How to Cite

Abd Manaf, C. J., Desa, S., Mat Saad, M. I., & Crompton, H. (2025). Designing a TPACK-Based Mobile Learning Model for Biology Education using the Nominal Group Techniques. Environment-Behaviour Proceedings Journal, 10(SI32), 29–35. https://doi.org/10.21834/e-bpj.v10iSI32.7050