What Young Learners Want in Mathematics Videos: A Preference Study Informed by the Cognitive Theory of Multimedia Learning in Philippine Early Primary Education
Keywords:
microvideos; primary mathematics videos; subtitles; learner preference; teacher narrationAbstract
While Mayer’s Cognitive Theory of Multimedia Learning (CTML) has been extensively validated with adult and higher education populations, its applicability to early primary learners in multilingual contexts remains underexplored. This study examined the mathematics instructional video preferences of 120 Grade 1 to Grade 3 learners in a Philippine integrated laboratory school using a descriptive survey design. A researcher-developed preference checklist, validated through the Content Validity Index (CVI) procedure (scale-level CVI = 0.94), was administered via a facilitated video-viewing protocol, allowing learners to view representative video examples before indicating their preferences. Results showed a strong preference for microvideos and animated formats, with 96.7% of learners selecting videos under two minutes. Subtitles were preferred by 67.5% of participants, although this preference declined slightly from Grade 1 to Grade 3. Teacher narration was the most consistently preferred audio feature, whereas preference for peer narration declined with increasing grade level. These findings are discussed in relation to the CTML principles of segmenting, modality, signaling, and redundancy and are presented as context-sensitive indications rather than confirmatory evidence. Alternative interpretations, including cultural familiarity, media exposure, and Philippine classroom dynamics, are also acknowledged. This study establishes the first systematic preference-based empirical dataset for this population, generating design-oriented hypotheses for future research on the effectiveness of CTML-aligned video features in supporting mathematics learning among early primary students in multilingual educational settings.
https://doi.org/10.26803/ijlter.25.8.17
References
Alemdag, E. (2022). Effects of instructor-present videos on learning, cognitive load, motivation, and social presence: A meta-analysis. Education and Information Technologies, 27(9), 12713–12742. https://doi.org/10.1007/s10639-022-11154-w
Amalric, M., Roveyaz, P., & Dehaene, S. (2023). Evaluating the impact of short educational videos on the cortical networks for mathematics. Proceedings of the National Academy of Sciences, 120(6), Article e2213430120. https://doi.org/10.1073/pnas.2213430120
Amper, E. P. (2023). Development and validation of contextualized video lessons in mathematics for Grade 7 learners. International Journal of Research in Innovation and Sustainability, 1(1), 5–12. https://journal.ijris.com/index.php/ijris/article/view/2
Aperocho, M. D. B. (2023). A policy reform framework for mother tongue-based multilingual education in the Philippines. International Journal of Multidisciplinary: Applied Business and Education Research, 4(3), 692–700. https://doi.org/10.11594/ijmaber.04.03.02
Armitage, K. L., & Gilbert, S. J. (2025). The nature and development of cognitive offloading in children. Child Development Perspectives, 19(2), 108–115. https://doi.org/10.1111/cdep.12532
Arthur, A. M., Smith, M. H., White, A. S., Hawley, L., & Koziol, N. A. (2017). Age-sensitive instrument design for youth: A developmental approach (Technical Report). Nebraska Center for Research on Children, Youth, Families & Schools, University of Nebraska–Lincoln. ERIC. https://files.eric.ed.gov/fulltext/ED590480.pdf
Asnaini, A. (2025). Perceptions of students on differentiated learning of video content. PPSDP International Journal of Education (PIJED), 4(1), Article 407. https://doi.org/10.59175/pijed.v4i1.407
Atkinson, R. K., Mayer, R. E., & Merrill, M. M. (2005). Fostering social agency in multimedia learning: Examining the impact of an animated agent’s voice. Contemporary Educational Psychology, 30(1), 117–139. https://doi.org/10.1016/j.cedpsych.2004.07.001
Beege, M., Scheller, N., & Rey, G. D. (2025). Improving learning from instructional videos in primary education: The use of a mindfulness meditation. Current Psychology, 44(13), 11649–11661. https://doi.org/10.1007/s12144-025-07940-7
Beege, M., Schroeder, N. L., Heidig, S., Rey, G. D., & Schneider, S. (2023). The instructor presence effect and its moderators in instructional video: A series of meta-analyses. Educational Research Review, 41, Article 100564. https://doi.org/10.1016/j.edurev.2023.100564
Black, S. (2021). The potential benefits of subtitles for enhancing language acquisition and literacy in children: An integrative review of experimental research. Translation, Cognition & Behavior, 4(1), 116–143. https://doi.org/10.1075/tcb.00051.bla
Brame, C. J. (2016). Effective educational videos: Principles and guidelines for maximizing student learning from video content. CBE—Life Sciences Education, 15(4), Article es6. https://doi.org/10.1187/cbe.16-03-0125
Cevikbas, M., & Kaiser, G. (2023). Can flipped classroom pedagogy offer promising perspectives for mathematics education on pandemic-related issues? A systematic literature review. ZDM – Mathematics Education, 55(1), 177–191. https://doi.org/10.1007/s11858-022-01388-w
Chen, O., Allen, R., Waterman, A., & Retalis, S. (2026). The relationship between cognitive offloading and the transient information effect. Educational Psychology Review, 38, Article 35. https://doi.org/10.1007/s10648-026-10132-9
Chorianopoulos, K. (2018). A taxonomy of asynchronous instructional video styles. International Review of Research in Open and Distributed Learning, 19(1), 295–311. https://doi.org/10.19173/irrodl.v19i1.2920
Colliot, T., & Jamet, É. (2018). Understanding the effects of a teacher video on learning from a multimedia document: An eye-tracking study. Educational Technology Research and Development, 66(6), 1415–1433. https://doi.org/10.1007/s11423-018-9594-x
Colorado Legacy Foundation. (2014). Guidelines and best practices for surveying young learners. Colorado Education Initiative. https://www.coloradoedinitiative.org/wp-content/uploads/2014/07/K2GuidancedocFINAL.pdf
Creswell, J. W., & Creswell, J. D. (2018). Research design: Qualitative, quantitative, and mixed methods approach (5th ed.). SAGE Publications.
Demir, Ö., & Birgili, B. (2024). The mediating role of instructional design and video length between grade level and pupil-content interaction in instructional mathematics videos on YouTube. Education and Information Technologies, 29(5), 5599–5629. https://doi.org/10.1007/s10639-023-12004-z
EDCOM 2. (2025). Fixing the foundations: EDCOM Year Two Report. Second Congressional Commission on Education. https://edcom2.gov.ph
Evangelou, F. (2023). Video as an educational tool for teaching and learning for primary school students: A research approach by Greek teachers. European Journal of Education and Pedagogy, 4(1), 104–111. https://doi.org/10.24018/ejedu.2023.4.1.575
Flavell, J. H. (1979). Metacognition and cognitive monitoring: A new area of cognitive-developmental inquiry. American Psychologist, 34(10), 906–911. https://doi.org/10.1037/0003-066X.34.10.906
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
Fyfield, M., Henderson, M., & Phillips, M. (2022). Improving instructional video design: A systematic review. Australasian Journal of Educational Technology, 38(4), 1–29. https://doi.org/10.14742/ajet.7296
Gedik, N., Uça Güne?, E. P., Beylik, A., Çabuk, A., & T?ra?, E. (2023). Portable lightboard use in online higher education. Open Praxis, 15(2), 162–174. https://doi.org/10.55982/openpraxis.15.2.548
Gong, Q., & Tao, T. (2024). The relationship between short video usage and academic achievement among elementary school students: The mediating effect of attention and the moderating effect of parental short video usage. PLoS ONE, 19(11), Article e0309899. https://doi.org/10.1371/journal.pone.0309899
Guo, P. J., Kim, J., & Rubin, R. (2014). How video production affects student engagement: An empirical study of MOOC videos. In Proceedings of the first ACM conference on Learning @ scale conference (pp. 41–50). Association for Computing Machinery. https://doi.org/10.1145/2556325.2566239
Kalyuga, S., & Sweller, J. (2014). The redundancy principle in multimedia learning. In R. E. Mayer (Ed.), The Cambridge handbook of multimedia learning (2nd ed., pp. 247–262). Cambridge University Press. https://doi.org/10.1017/CBO9781139547369.013
Kirby, P. (2020). ‘It’s never okay to say no to teachers’: Children’s research consent and dissent in conforming schools’ contexts. British Educational Research Journal, 46(4), 811–828. https://doi.org/10.1002/berj.3638
Konuko?lu, L., & Özmantar, M. F. (2025). Video duration and engagement in mathematics instruction on YouTube: An analysis of content-level moderators. International Journal of Curriculum and Instruction, 17(3), 689–711. https://ijci.net/index.php/IJCI/article/view/1633
Leahy, W., & Sweller, J. (2011). Cognitive load theory, modality of presentation and the transient information effect. Applied Cognitive Psychology, 25(6), 943–951. https://doi.org/10.1002/acp.1787
Li, Y. (2025). Listen or read? The impact of proficiency and visual complexity on learners’ reliance on captions. Behavioral Sciences, 15(4), Article 542. https://doi.org/10.3390/bs15040542
Lynn, M. R. (1986). Determination and quantification of content validity. Nursing Research, 35(6), 382–386. https://doi.org/10.1097/00006199-198611000-00017
OECD. (2023). PISA 2022 results (Volume I): The state of learning and equity in education. OECD Publishing. https://doi.org/10.1787/53f23881-en
Mayer, R. E. (2021a). Evidence-based principles for how to design effective instructional videos. Journal of Applied Research in Memory and Cognition, 10(2), 229–240. https://doi.org/10.1016/j.jarmac.2021.03.007
Mayer, R. E. (2021b). Multimedia learning (3rd ed.). Cambridge University Press. https://doi.org/10.1017/9781316941355
Mayer, R. E., Fiorella, L., & Stull, A. (2020). Five ways to increase the effectiveness of instructional video. Educational Technology Research and Development, 68(3), 837–852. https://doi.org/10.1007/s11423-020-09749-6
Mayer, R. E., Sobko, K., & Mautone, P. D. (2003). Social cues in multimedia learning: Role of speaker's voice. Journal of Educational Psychology, 95(2), 419–425. https://doi.org/10.1037/0022-0663.95.2.419
Monib, W. K., Qazi, A., & Apong, R. A. (2025). Microlearning beyond boundaries: A systematic review and a novel framework for improving learning outcomes. Heliyon, 11(2), Article e41413. https://doi.org/10.1016/j.heliyon.2024.e41413
Montreuil, M., Bogossian, A., Laberge-Perrault, E., & Racine, E. (2021). A review of approaches, strategies and ethical considerations in participatory research with children. International Journal of Qualitative Methods, 20, Article 1609406920987962. https://doi.org/10.1177/1609406920987962
Mullis, I. V. S., Martin, M. O., Foy, P., Kelly, D. L., & Fishbein, B. (2020). TIMSS 2019 international results in mathematics and science. TIMSS & PIRLS International Study Center, Boston College. https://timssandpirls.bc.edu/timss2019/international-results
Nabayra, J. N. (2023). Teacher-made videos as learning tool in elementary statistics during the pandemic: Developmental research. International Journal of Information and Education Technology, 13(1), 10–18. https://doi.org/10.18178/ijiet.2023.13.1.1774
Nasvi, H., Maritasari, D. B., & Yazid, M. (2025). Pengembangan video animasi dengan materi pecahan kelas IV sekolah dasar [Development of animated videos with fraction material for grade IV elementary school]. HISTOGRAM: Jurnal Pendidikan Matematika, 9(2), 68–80. https://doi.org/10.31100/histogram.v9i2.3924
Panesi, S., Bandettini, A., Traverso, L., & Morra, S. (2022). On the relation between the development of working memory updating and working memory capacity in preschoolers. Journal of Intelligence, 10(1), Article 5. https://doi.org/10.3390/jintelligence10010005
Polat, H., Kayaduman, H., & Battal, A. (2025). Trend and issues in educational video research: A bibliometric mapping analysis. Open Praxis, 17(1), 145–165. https://doi.org/10.55982/openpraxis.17.1.721
Polit, D. F., & Beck, C. T. (2006). The content validity index: Are you sure you know what’s being reported? Critique and recommendations. Research in Nursing and Health, 29(5), 489–497. https://doi.org/10.1002/nur.20147
Rathnasekara, K., Yatigammana, K., & Suraweera, N. (2025). Innovative pedagogical framework in K12 education: Enhancing productivity and engagement of digital natives within resource-constrained environments. Quality Education for All, 2(1), 415–440. https://doi.org/10.1108/QEA-11-2024-0129
Reynolds, B. L., Cui, Y., Kao, C.-W., & Thomas, N. (2022). Vocabulary acquisition through viewing captioned and subtitled video: A scoping review and meta-analysis. Systems, 10(5), Article 133. https://doi.org/10.3390/systems10050133
Robinson, C. (2025). Ethical considerations of children’s involvement in school-based research: Balancing children’s provision, protection, and participation rights. Research Ethics, 21(3), 480–502. https://doi.org/10.1177/17470161241285642
Sagge, R. G., Jr., & Segura, R. T., Jr. (2023). Designing and developing video lessons in mathematics using code-switching: Design-based research. International Journal of Information and Education Technology, 13(9), 1391–1398. https://doi.org/10.18178/ijiet.2023.13.9.1942
Seidel, N. (2024). Short, long, and segmented learning videos: From YouTube practice to enhanced video players. Technology, Knowledge and Learning, 29, 1965–1991. https://doi.org/10.1007/s10758-024-09745-2
Streiner, D. L. (2003). Starting at the beginning: An introduction to coefficient alpha and internal consistency. Journal of Personality Assessment, 80(1), 99–103. https://doi.org/10.1207/S15327752JPA8001_18
Tani, M., Manuguerra, M., & Khan, S. (2022). Can videos affect learning outcomes? Evidence from an actual learning environment. Educational Technology Research and Development, 70(5), 1675–1693. https://doi.org/10.1007/s11423-022-10147-3
Thompson, S. V., & Riding, R. J. (1990). The effect of animated diagrams on the understanding of a mathematical demonstration in 11- to 14-year-old pupils. British Journal of Educational Psychology, 60(1), 93–98. https://doi.org/10.1111/j.2044-8279.1990.tb00925.x
United Nations. (2015). Transforming our world: The 2030 agenda for sustainable development. United Nations. https://sdgs.un.org/2030agenda
Vygotsky, L. S. (1978). Mind in society: The development of higher psychological processes. Harvard University Press.
Walsh, T., & Henderson, M. (2022). The impact of video in the K-12 classroom: A scoping study of instructional video research (Version 1). Monash University. https://doi.org/10.26180/19614093.v1
Wibowo, S. A., Degeng, M. D. K., & Praherdhiono, H. (2024). Interactive video for learning mathematics element of measurement in elementary school. Inovasi Kurikulum, 21(2), 723–736. https://doi.org/10.17509/jik.v21i2.67125
Zhang, Y., Lawson, A. P., & Mayer, R. E. (2025). Active learning strategies in video learning: A meta-analysis. Educational Research Review, 48, Article 100708. https://doi.org/10.1016/j.edurev.2025.100708
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