Embodied interaction, spatial language, and mathematical communication
The moderating role of classroom engagement
DOI:
https://doi.org/10.32674/g671zy49Keywords:
Embodied interaction, spatial language, mathematical communication, classroom engagementAbstract
Mathematical communication is essential for effective mathematics learning, yet many students struggle to communicate mathematical ideas. Grounded in Embodied Cognition Theory, Conceptual Metaphor Theory, and the 4E Cognition Framework, this study examined the influence of embodied interaction on mathematical communication among Ghanaian SHS students, with spatial language as a mediator and classroom engagement as a moderator. A cross-sectional survey was conducted with 420 SHS 2 and SHS 3 students selected through multistage sampling. Data were analysed using SEM. Embodied interaction significantly predicted mathematical communication (β = .321, p < .001). Spatial language partially mediated the relationship (indirect effect = .209, 95% BC CI [.114, .293]), whereas classroom engagement did not significantly moderate it (β = .055, p = .131).
References
Abrahamson, D., & Lindgren, R. (2014). Embodiment and embodied design. In R. K. Sawyer (Ed.), The Cambridge handbook of the learning sciences (2nd ed., pp. 358–376). Cambridge University Press. https://doi.org/10.1017/CBO9781139519526.022
Abrahamson, D., Nathan, M. J., Williams-Pierce, C., Walkington, C., Ottmar, E. R., Soto, H., & Alibali, M. W. (2020). The future of embodied design for mathematics teaching and learning. Frontiers in Education, 5. https://doi.org/10.3389/feduc.2020.00147
Abrahamson, D., Tancredi, S., Chen, R. S. Y., Flood, V. J., & Dutton, E. (2023). Embodied design of digital resources for mathematics education: Theory, methodology, and framework of a pedagogical research program. In B. Pepin, G. Gueudet, & J. Choppin (Eds.), Handbook of digital resources in mathematics education. Springer. https://doi.org/10.1007/978-3-030-95060-6_8-1
Alibali, M. W., & Nathan, M. J. (2012). Embodiment in mathematics teaching and learning: Evidence from learners’ and teachers’ gestures. Journal of the Learning Sciences, 21(2), 247–286. https://doi.org/10.1080/10508406.2011.611446
Asare, B. (2024). Moderating effect of mathematics teaching efficacy on the relationship between pedagogical content knowledge and mathematics teaching anxiety. Turkish Journal of Mathematics Education, 5(3), 82-95
Atit, K., Power, J. R., Pigott, T., Lee, J., Geer, E. A., Uttal, D. H., Ganley, C. M., & Sorby, S. A. (2022). Examining the relations between spatial skills and mathematical performance: A meta-analysis. In Psychonomic Bulletin and Review (Vol. 29, Number 3, pp. 699–720). Springer. https://doi.org/10.3758/s13423-021-02012-w
Barsalou, L. W. (2008). Grounded cognition. Annual Review of Psychology, 59, 617–645. https://doi.org/10.1146/annurev.psych.59.103006.093639
Barsalou, L. W. (2016). On staying grounded and avoiding quixotic dead ends. Psychonomic Bulletin & Review, 23(4), 1122–1142. https://doi.org/10.3758/s13423-016-1028-3
Bicer, A., Lee, Y., Perihan, C., Capraro, M. M., & Capraro, R. M. (2020). Considering mathematical creative self-efficacy with problem posing as a measure of mathematical creativity. Educational Studies in Mathematics, 105(3), 457–485. https://doi.org/10.1007/s10649-020-09995-8
Bond, M., Buntins, K., Bedenlier, S., Zawacki-Richter, O., & Kerres, M. (2020). Mapping research in student engagement and educational technology in higher education: a systematic evidence map. International Journal of Educational Technology in Higher Education, 17(1), 2. https://doi.org/10.1186/s41239-019-0176-8
Boonstra, K., Kool, M., Shvarts, A., & Drijvers, P. (2023). Theories and practical perspectives on fostering embodied abstraction in primary school geometry education. Frontiers in Education, 8. https://doi.org/10.3389/feduc.2023.1162681
Bower, C. A., Foster, L., Zimmermann, L., Verdine, B. N., Marzouk, M., Islam, S., Golinkoff, R. M., & Hirsh-Pasek, K. (2020). Three-year-olds’ spatial language comprehension and links with mathematics and spatial performance. Developmental Psychology, 56(10), 1894–1905. https://doi.org/10.1037/dev0001098
Byrne, B. M. (2016). Structural equation modeling with AMOS: Basic concepts, applications, and programming (3rd ed.). Routledge
Bufasi, E., Lin, T. J., Benedicic, U., Westerhof, M., Mishra, R., Namsone, D., Dudareva, I., Sorby, S., Gumaelius, L., Klapwijk, R. M., Spandaw, J., Bowe, B., O’Kane, C., Duffy, G., Pagkratidou, M., & Buckley, J. (2024). Addressing the complexity of spatial teaching: a narrative review of barriers and enablers. Frontiers in Education, 9. https://doi.org/10.3389/feduc.2024.1306189
Chatain, J., Gashaj, V., Muttappillil, B., Sumner, R. W., & Kapur, M. (2024). Designing for Embodied Sense-making of Mathematics: Perspectives on Directed and Spontaneous Bodily Actions. Designing Interactive Systems Conference, 3318–3335. https://doi.org/10.1145/3643834.3661571
de Winter, J. C. F., Dodou, D., & Wieringa, P. A. (2009). Exploratory factor analysis with small sample sizes. Multivariate Behavioral Research, 44(2), 147–181. https://doi.org/10.1080/00273170902794206
Faella, P., Digennaro, S., & Iannaccone, A. (2025). Educational practices in motion: A scoping review of embodied learning approaches in school. Frontiers in Education, 10, Article 1568744. https://doi.org/10.3389/feduc.2025.1568744
Fokuo, M. O., Lassong, B. S., & Kwasi, S. F. (2022). Students’ Poor Mathematics Performance in Ghana: Are there Contributing Factors? Asian Journal of Education and Social Studies, 16–21. https://doi.org/10.9734/ajess/2022/v30i430729
Fredricks, J. A., Blumenfeld, P. C., & Paris, A. H. (2004). School engagement: Potential of the concept, state of the evidence. Review of Educational Research, 74(1), 59–109. https://doi.org/10.3102/00346543074001059
Fredricks, J. A. (2023). Getting students engaged in learning. The State Education Standard, 23(3), 6–12. https://www.nasbe.org/getting-students-engaged-in-learning/
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2022). A primer on partial least squares structural equation modeling (PLS-SEM) (3rd ed.). SAGE Publications.
Haji-Othman, Y., & Yusuff, M. S. S. (2022). Assessing reliability and validity of attitude construct using partial least squares structural equation modeling (PLS-SEM). International Journal of Academic Research in Business and Social Sciences, 12(5), 378–385. https://doi.org/10.6007/IJARBSS/v12-i5/13289
Hawes, Z., & Ansari, D. (2020). What explains the relationship between spatial and mathematical skills? A review of evidence from brain and behavior. Psychonomic Bulletin & Review, 27(3), 465–482. https://doi.org/10.3758/s13423-019-01694-7
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8
Hermida, R. (2015). The problem of allowing correlated errors in structural equation modeling: Concerns and considerations. International Journal of Clinical and Health Psychology, 15(3), 214–218. https://doi.org/10.1016/j.ijchp.2015.03.006
Johar, R., Ikhsan, M., Idami, Z., Khairunnisak, C., Ellianti, E., Rohaizati, U., & Ghazali, M. (2025). Enhancing mathematical communication and Islamic values in Islamic and regular schools through interactive worksheets. Frontiers in Education, 10. https://doi.org/10.3389/feduc.2025.1633056
Kahu, E. R., & Nelson, K. (2018). Student engagement in the educational interface: understanding the mechanisms of student success. Higher Education Research & Development, 37(1), 58–71. https://doi.org/10.1080/07294360.2017.1344197
Kersey, A. J., Carrazza, C., Novack, M. A., Congdon, E. L., Wakefield, E. M., Hemani-Lopez, N., & Goldin-Meadow, S. (2024). The effects of gesture and action training on the retention of math equivalence. Frontiers in Psychology, 15. https://doi.org/10.3389/fpsyg.2024.1386187
Kline, R. B. (2018). Principles and Practice of Structural Equation Modeling (4th ed.). Guilford Press.
Lakoff, G., & Johnson, M. (1980). Metaphors we live by. University of Chicago Press.
Lakoff, G., & Johnson, M. (1999). Philosophy in the flesh: The embodied mind and its challenge to Western thought. Basic Books.
Lakoff, G., & Núñez, R. E. (2000). Where Mathematics Comes From: How the Embodied Mind Brings Mathematics into Being. Basic Books.
Moschkovich, J. N., Wagner, D., Bose, A., Rodrigues Mendes, J., & Schutte, M. (Eds). (2018). Language and communication in mathematics education: International perspectives. Springer. https://doi.org/10.1007/978-3-319-75055-2
Mujiasih, M., Waluya, B., Kartono, K., & Mariani, S. (2021). The students’ mathematics communication skill performance after GeoGebra-assisted EPIC-R learning implementation. International Journal of Learning, Teaching and Educational Research, 20(10), 256–273. https://doi.org/10.26803/ijlter.20.10.14
Mulaik, S. A., James, L. R., Van Alstine, J., Bennett, N., Lind, S., & Stilwell, C. D. (1989). Evaluation of goodness-of-fit indices for structural equation models. Psychological Bulletin, 105(3), 430–445. https://doi.org/10.1037/0033-2909.105.3.430
Nathan, M. J. (2021). Foundations of embodied learning: A paradigm for education. Routledge. https://doi.org/10.4324/9780429329098
NCTM. (2014). Principles to Actions: Ensuring Mathematical Success for All.
Newen, A., Gallagher, S., & De Bruin, L. (2018a). 4E Cognition. In The Oxford Handbook of 4E Cognition (pp. 3–16). Oxford University Press. https://doi.org/10.1093/oxfordhb/9780198735410.013.1
OECD. (2023). Education at a Glance 2023. OECD Publishing. https://doi.org/10.1787/e13bef63-en
Patel, A., & Pfannkuch, M. (2018). Developing a statistical modeling framework to characterize Year 7 students’ reasoning. ZDM, 50(7), 1197–1212. https://doi.org/10.1007/s11858-018-0960-2
Planas, N. (2021). How specific can language as resource become for the teaching of algebraic concepts? ZDM – Mathematics Education, 53(2), 277–288. https://doi.org/10.1007/s11858-020-01190-6
Podsakoff, P. M., MacKenzie, S. B., Lee, J. Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88(5), 879–903. https://doi.org/10.1037/0021-9010.88.5.879
Pruden, S. M., Levine, S. C., & Huttenlocher, J. (2011). Children's spatial thinking: Does talk about the spatial world matter? Developmental Science, 14(6), 1417–1430. https://doi.org/10.1111/j.1467-7687.2011.01088.x
Purpura, D. J., Napoli, A. R., Wehrspann, E. A., & Gold, Z. S. (2017). Causal connections between mathematical language and mathematical knowledge: A dialogic reading intervention. Journal of Research on Educational Effectiveness, 10(1), 116–137. https://doi.org/10.1080/19345747.2016.1204639
Ren, K., Wang, Y., Weinraub, M., Newcombe, N. S., & Gunderson, E. A. (2022). Fathers’ and mothers’ praise and spatial language during play with first graders: Patterns of interaction and relations to math achievement. Developmental Psychology, 58(10), 1931–1946. https://doi.org/10.1037/dev0001410
Sfard, A. (2021). Bewitched by language. In Classroom Research on Mathematics and Language (pp. 41–59). Routledge. https://doi.org/10.4324/9780429260889-4
Shrestha, N. (2021). Factor analysis as a tool for survey analysis. American Journal of Applied Mathematics and Statistics, 9(1), 4–11. https://doi.org/10.12691/ajams-9-1-2
Shute, G. M. (2005). Book Reviews: George Lakoff and Rafael E. Núñez, Where Mathematics Comes From, New York: Basic Books, 2000, xvii+493 pp., $30.00, ISBN 0-46503-770-4. Minds and Machines, 15(1), 118–123. https://doi.org/10.1007/s11023-004-1884-x
Sinatra, G. M., Heddy, B. C., & Lombardi, D. (2015). The challenges of defining and measuring student engagement in science. Educational Psychologist, 50(1), 1–13. https://doi.org/10.1080/00461520.2014.1002924
Tabiri, M. O., Gyabaah, O., & Jones-Mensah, I. (2025). Students’ perceptions of higher education assessment practices in the context of artificial intelligence in Ghana. Journal of Educational Technology Development and Exchange, 18(3), 133–150. https://doi.org/10.18785/jetde.1803.07
Turan, E., & De Smedt, B. (2023). Understanding mathematical development in preschool children: The association between mathematical language and mathematical abilities. Cognitive Development, 66, 101318. https://doi.org/10.1016/j.cogdev.2023.101318
Verdine, B. N., Golinkoff, R. M., Hirsh-Pasek, K., & Newcombe, N. S. (2017). I. Spatial skills, their development, and their links to mathematics. Monographs of the Society for Research in Child Development, 82(1), 7–30. https://doi.org/10.1111/mono.12280
Walkington, C., Chelule, G., Woods, D., & Nathan, M. J. (2019). Collaborative gesture as a case of extended mathematical cognition. The Journal of Mathematical Behavior, 55.
Way, J., & Ginns, P. (2024). Embodied learning in early mathematics education: translating research into principles to inform teaching. Education Sciences, 14(7), 696. https://doi.org/10.3390/educsci14070696
Wilson, M. (2002). Six views of embodied cognition. Psychonomic Bulletin & Review, 9, 625–636. https://doi.org/10.3758/BF03196322
Wilson, A. D., & Golonka, S. (2013). Embodied cognition is not what you think it is. Frontiers in Psychology, 4. https://doi.org/10.3389/fpsyg.2013.00058
Worthington, R. L., & Whittaker, T. A. (2006). Scale development research. The Counseling Psychologist, 34(6), 806–838. https://doi.org/10.1177/0011000006288127
Xia, Y., & Yang, Y. (2019). RMSEA, CFI, and TLI in structural equation modeling with ordered categorical data: The story they tell depends on the estimation methods. Behaviour Research Methods, 51(1), 409–428. https://doi.org/10.3758/s13428-018-1055-2
Xu, T., Sun, S., & Kong, Q. (2025). Spatial reasoning and its contribution to mathematical performance across different content domains: Evidence from Chinese students. Journal of Intelligence, 13(4), 41. https://doi.org/10.3390/jintelligence13040041
Zhang, W., Xu, M., Feng, Y., Mao, Z., & Yan, Z. (2024). The effect of procrastination on physical exercise among college students-The chain effect of exercise commitment and action control. International Journal of Mental Health Promotion, 26(8), 611–622. https://doi.org/10.32604/ijmhp.2024.052730
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