Augmented reality as a pre-practice pedagogical tool in children’s motor skill learning: a theoretical systematic review for physical education and swimming instruction
DOI:
https://doi.org/10.47197/retos.v80.119371Keywords:
Augmented reality, motor skill learning, physical education, swimming instruction, children, theoretical systematic reviewAbstract
Background: Augmented reality (AR) has increasingly been used in education, yet its role in children’s motor skill learning remains insufficiently theorized. In physical education and swimming instruction, children must understand movement sequences, body orientation, timing, breathing, and coordination before performing skills in real practice settings. Therefore, AR should be examined not only as a digital innovation, but also as a pre-practice pedagogical tool that supports movement understanding before physical execution.
Objective: This theoretical systematic review synthesizes existing literature on AR in children’s motor skill learning, physical education, and swimming instruction to develop a conceptual framework explaining how AR supports pre-practice learning.
Methods: Following PRISMA 2020 guidelines, relevant studies published between 2014 and 2026 were identified from Scopus, Web of Science, ERIC, SPORTDiscus, PubMed, and Google Scholar. Thematic synthesis was applied to identify the pedagogical mechanisms through which AR supports movement learning.
Results: Five cross-cutting themes emerged: AR as visual-motor representation, cognitive scaffolding, cognitive load regulation, motivational readiness, and embodied transfer from digital visualization to physical execution. These themes form the proposed AR-Based Pre-Practice Pedagogical Continuum, which positions AR as a bridge between seeing, understanding, readiness, and doing.
Conclusions: AR should be understood as a pedagogical support system rather than a replacement for physical practice, teacher feedback, or embodied movement experience. In swimming instruction, AR may help children prepare for complex technical components before entering the pool. Future research should test this framework through experimental designs, retention assessment, and transfer-based evaluation.
References
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/10.1016/j.edurev.2016.11.002
Barbosa, T. M., Costa, M. J., Cardoso, L., Garrido, N. D., Marinho, D. A., Costa (Por), A. M. D., Queirós, T. M., & Silva, A. J. (2021). Reference Manual For Teaching And Technical Improvement In Swimming. Fina Swimming For All – Swimming For Life. https://resources.fina.org/fina/document/2021/02/15/9a112735-2180-48e1-ba03-624dddc75b5a/sportsdep_sfa_sfl_reference_manual_en.pdf
Barnett, L. M., Lai, S. K., Veldman, S. L. C., Hardy, L. L., Cliff, D. P., Morgan, P. J., Zask, A., Lubans, D. R., Shultz, S. P., Ridgers, N. D., Rush, E., Brown, H. L., & Okely, A. D. (2016). Correlates of Gross Motor Competence in Children and Adolescents: A Systematic Review and Meta-Analysis. Sports Medicine, 46(11), 1663–1688. https://doi.org/10.1007/s40279-016-0495-z
Braun, V., & Clarke, V. (2019). Reflecting on reflexive thematic analysis. Qualitative Research in Sport, Exercise and Health, 11(4), 589–597. https://doi.org/10.1080/2159676X.2019.1628806
Buchner, J., Buntins, K., & Kerres, M. (2022). The impact of augmented reality on cognitive load and performance: A systematic review. Journal of Computer Assisted Learning, 38(1), 285–303. https://doi.org/10.1111/jcal.12617
Chang, H.-Y., Binali, T., Liang, J.-C., Chiou, G.-L., Cheng, K.-H., Lee, S. W.-Y., & Tsai, C.-C. (2022). Ten years of augmented reality in education: A meta-analysis of (quasi-) experimental studies to investigate the impact. Computers & Education, 191, 104641. https://doi.org/10.1016/j.compedu.2022.104641
Chang, K.-E., Zhang, J., Huang, Y.-S., Liu, T.-C., & Sung, Y.-T. (2020). Applying augmented reality in physical education on motor skills learning. Interactive Learning Environments, 28(6), 685–697. https://doi.org/10.1080/10494820.2019.1636073
Cheng, K.-H., & Tsai, C.-C. (2013). Affordances of Augmented Reality in Science Learning: Suggestions for Future Research. Journal of Science Education and Technology, 22(4), 449–462. https://doi.org/10.1007/s10956-012-9405-9
Coelho, D., Eira, P., & Azevedo, A. (2025). Fear of the Aquatic Environment in Learning Swimming: Causes, Effects, and Learning Methodologies. Education Sciences, 15(6), 760. https://doi.org/10.3390/educsci15060760
Dunleavy, M., & Dede, C. (2014). Augmented Reality Teaching and Learning. In Handbook of Research on Educational Communications and Technology (pp. 735–745). Springer New York. https://doi.org/10.1007/978-1-4614-3185-5_59
Faruk, M., Ali, M., Susilana, R., Dewi, L., Alias, N., Mahardika, I. M. S. U., Syafi’i, I., Huda, M. S., Wahyudi, A. R., Andriana, L. M., & Pranoto, A. (2025). The interventions of physical education by using augmented reality based mobile learning can significantly improve gross motor skills in elementary school students. Retos, 64, 201–210. https://doi.org/10.47197/retos.v64.111727
Festiawan, R., Suherman, W. S., Hastuti, T. A., Sumanto, E., Tresnowati, I., Panggraita, G. N., Syahrir, S., Rahman, T., Prabowo, E., & Hasibuan, M. H. (2025). Integrating augmented reality into physical education: A comparative study on traditional and technology-assisted learning approaches. Retos, 69, 873–883. https://doi.org/10.47197/retos.v69.114639
Garzón, J., & Acevedo, J. (2019). Meta-analysis of the impact of Augmented Reality on students’ learning gains. Educational Research Review, 27, 244–260. https://doi.org/10.1016/j.edurev.2019.04.001
Garzón, J., Pavón, J., & Baldiris, S. (2019). Systematic review and meta-analysis of augmented reality in educational settings. Virtual Reality, 23(4), 447–459. https://doi.org/10.1007/s10055-019-00379-9
Han, Y., Syed Ali, S. K. B., & Ji, L. (2022). Use of Observational Learning to Promote Motor Skill Learning in Physical Education: A Systematic Review. International Journal of Environmental Research and Public Health, 19(16), 10109. https://doi.org/10.3390/ijerph191610109
Hong, Q. N., Fàbregues, S., Bartlett, G., Boardman, F., Cargo, M., Dagenais, P., Gagnon, M.-P., Griffiths, F., Nicolau, B., O’Cathain, A., Rousseau, M.-C., Vedel, I., & Pluye, P. (2018). The Mixed Methods Appraisal Tool (MMAT) version 2018 for information professionals and researchers. Education for Information, 34(4), 285–291. https://doi.org/10.3233/EFI-180221
Ibáñez, M.-B., & Delgado-Kloos, C. (2018). Augmented reality for STEM learning: A systematic review. Computers & Education, 123, 109–123. https://doi.org/10.1016/j.compedu.2018.05.002
Lorås, H. (2020). The Effects of Physical Education on Motor Competence in Children and Adolescents: A Systematic Review and Meta-Analysis. Sports, 8(6), 88. https://doi.org/10.3390/sports8060088
Mayer, R. E. (2014). Cognitive Theory of Multimedia Learning. In R. E. Mayer (Ed.), The Cambridge Handbook of Multimedia Learning (2nd ed., pp. 43–71). Cambridge University Press. https://doi.org/10.1017/CBO9781139547369.005
Moreno-Guerrero, A.-J., Alonso García, S., Ramos Navas-Parejo, M., Campos-Soto, M. N., & Gómez García, G. (2020). Augmented Reality as a Resource for Improving Learning in the Physical Education Classroom. International Journal of Environmental Research and Public Health, 17(10), 3637. https://doi.org/10.3390/ijerph17103637
Ostrowski, A., Stanula, A., Swinarew, A., Skaliy, A., Skalski, D., Wiesner, W., Ambroży, D., Kaganek, K., Rydzik, Ł., & Ambroży, T. (2022). Individual Determinants as the Causes of Failure in Learning to Swim with the Example of 10-Year-Old Children. International Journal of Environmental Research and Public Health, 19(9), 5663. https://doi.org/10.3390/ijerph19095663
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., … Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. PLOS Medicine, 18(3), e1003583. https://doi.org/10.1371/journal.pmed.1003583
Prasetya, F., Fortuna, A., Samala, A. D., Rawas, S., Mystakidis, S., Syahril, Waskito, Primawati, Wulansari, R. E., & Kassymova, G. K. (2024). The impact of augmented reality learning experiences based on the motivational design model: A meta-analysis. Social Sciences & Humanities Open, 10, 100926. https://doi.org/10.1016/j.ssaho.2024.100926
Pratama, B. A., Sucipto, S., & Nanda Hanief, Y. (2022). Improving learning in physical education: Augmented reality mobile app-based for fundamental motor skill. Jurnal SPORTIF : Jurnal Penelitian Pembelajaran, 8(2), 314–326. https://doi.org/10.29407/js_unpgri.v8i2.18508
Pratama, M. A. A., Rejeki, H. S., Mentara, H., & Abdurrahman, R. (2025). A Survey on the Gross Motor Skills of Fifth-Grade Students at SD Inpres Ako, Pasangkayu District. Musamus Journal of Physical Education and Sport (MJPES), 7(3), 477–484. https://doi.org/10.35724/mjpes.v7i3.7233
Radu, I. (2014). Augmented reality in education: A meta-review and cross-media analysis. Personal and Ubiquitous Computing, 18(6), 1533–1543. https://doi.org/10.1007/s00779-013-0747-y
Rejman, M., Kwaśna, A., Chrobot, M., Kjendlie, P.-L., & Stalmann, R. K. (2020). Perceived Versus Real Swimming Skills of Adolescents under Standard and Challenging Conditions: Exploring Water Competencies as an Approach to Drowning Prevention. International Journal of Environmental Research and Public Health, 17(11), 3826. https://doi.org/10.3390/ijerph17113826
Robinson, L. E., Stodden, D. F., Barnett, L. M., Lopes, V. P., Logan, S. W., Rodrigues, L. P., & D’Hondt, E. (2015). Motor Competence and its Effect on Positive Developmental Trajectories of Health. Sports Medicine, 45(9), 1273–1284. https://doi.org/10.1007/s40279-015-0351-6
Sinclair, L., & Roscoe, C. M. P. (2023). The Impact of Swimming on Fundamental Movement Skill Development in Children (3–11 Years): A Systematic Literature Review. Children, 10(8), 1411. https://doi.org/10.3390/children10081411
Stallman, R. K., Moran, K., Quan, L., & Langendorfer, S. (2017). From Swimming Skill to Water Competence: Towards a More Inclusive Drowning Prevention Future. International Journal of Aquatic Research and Education, 10(2). https://doi.org/10.25035/ijare.10.02.03
Stodden, D. F., Goodway, J. D., Langendorfer, S. J., Roberton, M. A., Rudisill, M. E., Garcia, C., & Garcia, L. E. (2008). A Developmental Perspective on the Role of Motor Skill Competence in Physical Activity: An Emergent Relationship. Quest, 60(2), 290–306. https://doi.org/10.1080/00336297.2008.10483582
Sundan, J., Haga, M., & Lorås, H. (2023). Development and Content Validation of the Swimming Competence Assessment Scale (SCAS): A Modified Delphi Study. Perceptual and Motor Skills, 130(4), 1762–1780. https://doi.org/10.1177/00315125231177403
Taylor, D. H., Franklin, R. C., & Peden, A. E. (2020). Aquatic Competencies and Drowning Prevention in Children 2–4 Years: A Systematic Review. Safety, 6(2), 31. https://doi.org/10.3390/safety6020031
Thomas, J., & Harden, A. (2008). Methods for the thematic synthesis of qualitative research in systematic reviews. BMC Medical Research Methodology, 8(1), 45. https://doi.org/10.1186/1471-2288-8-45
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Farizal Imansyah, Bambang Budi Raharjo, Heny Setyawati, Mugiyo Hartono, Nasuka Nasuka

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and ensure the magazine the right to be the first publication of the work as licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgment of authorship of the work and the initial publication in this magazine.
- Authors can establish separate additional agreements for non-exclusive distribution of the version of the work published in the journal (eg, to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Is allowed and authors are encouraged to disseminate their work electronically (eg, in institutional repositories or on their own website) prior to and during the submission process, as it can lead to productive exchanges, as well as to a subpoena more Early and more of published work (See The Effect of Open Access) (in English).
This journal provides immediate open access to its content (BOAI, http://legacy.earlham.edu/~peters/fos/boaifaq.htm#openaccess) on the principle that making research freely available to the public supports a greater global exchange of knowledge. The authors may download the papers from the journal website, or will be provided with the PDF version of the article via e-mail.