Educational Interventions for Developing Spatial Reasoning in School Mathematics: A Systematic Literature Review of Empirical Studies
Keywords:
spatial reasoning; educational interventions; school mathematics; mathematics learning; systematic literature reviewAbstract
Spatial reasoning is increasingly recognised as a foundational cognitive competency underpinning geometry achievement and broader mathematical performance, yet a comprehensive synthesis of recent empirical studies on such interventions is lacking. This systematic literature review aimed to examine the characteristics, effectiveness, and thematic trends of empirical studies on educational interventions designed to develop spatial reasoning in school mathematics. Following the PRISMA 2020 guidelines, a systematic search was conducted across Scopus, Web of Science, and the Excellence in Research for Australia databases. A total of 20 peer-reviewed empirical studies published between 2021 and 2026 satisfied the predefined inclusion criteria and were retained for synthesis. Findings indicate that technology-mediated interventions—including dynamic geometry software, augmented reality environments, and digital construction tools—were the most prominent approaches, consistently yielding measurable gains in spatial visualisation and mental rotation. Manipulative-based and activity?orientated interventions such as LEGO construction, origami integration, and outdoor geometry tasks also produced positive spatial outcomes, particularly in near-transfer domains. Although most interventions effectively improved students’ spatial reasoning abilities, evidence for transfer to broader mathematical achievement remained limited and domain dependent, with the strongest effects observed for geometry-proximate outcomes. These findings affirm that spatial reasoning is a malleable competency that is responsive to purposeful instructional design. The review offers evidence-informed implications for geometry curriculum development, classroom practice, and teacher preparation while identifying secondary-level instruction and Southeast Asian educational contexts as priority areas for future investigation.
https://doi.org/10.26803/ijlter.25.7.45
References
Abouzahra, A., Sabraoui, A., & Afdel, K. (2020). Model composition in model driven engineering: A systematic literature review. Information and Software Technology, 125, 106316. https://doi.org/10.1016/j.infsof.2020.106316
Adams, J., Resnick, I., & Lowrie, T. (2023). Supporting senior high-school students’ measurement and geometry performance: Does spatial training transfer to mathematics achievement? Mathematics Education Research Journal, 35(4), 879–900. https://doi.org/10.1007/s13394-022-00416-y
Almubarak, M., Maat, S. M., & Mahmud, M. S. (2025). Evolving three decades of geometry learning strategies: A combination of bibliometric analysis and systematic review. Eurasia Journal of Mathematics, Science and Technology Education, 21(6), em2654. https://doi.org/10.29333/ejmste/16515
Alves, F. R. V., de Sousa, R. T., & Fontenele, F. C. F. (2022). Three-dimensional geometric perceptions in ENEM: A contribution from GeoGebra for mathematics teachers in Brazil. Acta Didactica Napocensia, 15(1), 114–123. https://doi.org/10.24193/adn.15.1.10
Anwar, R., Rahmawati, D., & Wulandari, A. (2025). Trends in research on mathematical representation in mathematics learning: A systematic literature review. International Journal of Education in Mathematics, Science and Technology, 13(3), 698–714. https://doi.org/10.46328/ijemst.4848
Bansil, A. G., & Yabut, E. V. (2025). Educational intervention involving physical manipulatives for improving Grade 7 learners' spatial reasoning skills. Journal of Practical Studies in Education, 6(3), 1–9. https://doi.org/10.46809/jpse.v6i3.99
Bokhove, C., & Redhead, E. S. (2025). Building digital cube houses to improve mental rotation skills. International Journal of Mathematical Education in Science and Technology, 57(3), 393–412. https://doi.org/10.1080/0020739X.2024.2441889
Booth, A., Sutton, A., & Papaioannou, D. (2016). Systematic approaches to a successful literature review (2nd ed.). SAGE Publications.
Borboeva, G., Sooronbaeva, K., Kalbekova, M., Seiitkazyeva, G., & Sarygulova, N. (2025). Evaluating the effectiveness of interactive learning technologies in enhancing spatial thinking among mathematics students. Jurnal Ilmiah Ilmu Terapan Universitas Jambi, 9(3), 981–994. https://doi.org/10.22437/jiituj.v9i3.42557
Bower, C. A., Zimmermann, L., Verdine, B. N., Spiewak Toub, T., Hirsh-Pasek, K., & Michnick Golinkoff, R. (2025). What does play have to do with it? A concrete and digital spatial intervention with 3-year-olds predicts spatial and math learning. Developmental Psychology, 61(3), 461-481. https://doi.org/10.1037/dev0001904
Chivai, C. H., Soares, A. A., & Catarino, P. (2022). Application of GeoGebra in the teaching of descriptive geometry: Sections of solids. Mathematics, 10(17), 3034. https://doi.org/10.3390/math10173034
Cooke, A., Smith, D., & Booth, A. (2012). Beyond PICO: The SPIDER tool for qualitative evidence synthesis. Qualitative Health Research, 22(10), 1435–1443. https://doi.org/10.1177/1049732312452938
Creswell, J. W., & Creswell, J. D. (2018). Research design: Qualitative, quantitative, and mixed methods approaches (5th ed.). SAGE Publications.
Crompton, H., & Ferguson, S. (2024). An analysis of the essential understandings in elementary geometry and a comparison to the common core standards with teaching implications. European Journal of Science and Mathematics Education, 12(2), 258–275. https://doi.org/10.30935/scimath/14361
Dung, T. M., Trung, L. T. B. T., & Nga, N. T. (2025). Visualizing relative position of two straight lines in space: An exploratory study of the anaglyph in GeoGebra. Journal of Pedagogical Research, 9(1), 203–219. https://doi.org/10.33902/JPR.202527952
Dos Santos, J. M., Pereira Abar, C. A. A., D’Azevedo Breda, A. M., & Lavicza, Z. (2025). Automatic feedback in mathematics education: A pathway to robotics and computational thinking. Acta Scientiae, 27(2). https://doi.org/10.17648/acta.scientiae.8240
Etikan, I., Musa, S. A., & Alkassim, R. S. (2016). Comparison of convenience sampling and purposive sampling. American Journal of Theoretical and Applied Statistics, 5(1), 1–4. https://doi.org/10.11648/j.ajtas.20160501.11
Fitriyana, N., Luthfiana, M., & Purwasi, L. A. (2025). Profiling junior high school students' spatial ability in geometry transformations based on five spatial indicators. Mimbar Sekolah Dasar, 12(4), 920–932. https://doi.org/10.53400/mimbar-sd.v12i4.95235
Fitriawan, D., Siregar, N., Hartoyo, A., & Sulistyowati, E. (2026). Developing STEM integrated analysis geometry learning materials through digital visualization and e-learning platforms. Al-Jabar: Jurnal Pendidikan Matematika, 17(1), 89–105. https://doi.org/10.24042/ajpm.v17i1.29388
Fujita, T., Kondo, Y., Kumakura, H., Miyawaki, S., Kunimune, S., & Shojima, K. (2022). Identifying Japanese students' core spatial reasoning skills by solving 3D geometry problems: An exploration. Asian Journal for Mathematics Education, 1(4), 437–454. https://doi.org/10.1177/27527263221142345
Gagnier, K. M., Holochwost, S. J., & Fisher, K. R. (2022). Spatial thinking in science, technology, engineering, and mathematics: Elementary teachers’ beliefs, perceptions, and self-efficacy. Journal of Research in Science Teaching, 59(1), 95–126. https://doi.org/10.1002/tea.21722
Gilligan-Lee, K. A., Hawes, Z. C. K., & Mix, K. S. (2022). Spatial thinking as the missing piece in mathematics curricula. Npj Science of Learning, 7(1), Article 10. https://doi.org/10.1038/s41539-022-00128-9
Gusenbauer, M., & Haddaway, N. R. (2020). Which academic search systems are suitable for systematic reviews or meta-analyses? Evaluating retrieval qualities of Google Scholar, PubMed, and 26 other resources. Research Synthesis Methods, 11(2), 181–217. https://doi.org/10.1002/jrsm.1378
Gutiérrez de Ravé, S., Gutiérrez de Ravé, E., & Jiménez-Hornero, F. J. (2025). Integrating CAD and orthographic projection in descriptive geometry education: A comparative analysis with Monge's system. Education Sciences, 15(11), 1492. https://doi.org/10.3390/educsci15111492
Habeeb, K. M. (2025). Integrating digital tools with origami activities to enhance geometric concepts and creative thinking in kindergarten education. Education Sciences, 15(7), 924. https://doi.org/10.3390/educsci15070924
Hahn, L., & Klein, P. (2025). Clustering eye-movement data uncovers students' strategies for coordinating equations and diagrams of vector fields. Educational Studies in Mathematics, 118, 359–385. https://doi.org/10.1007/s10649-023-10243-y
Hanid, M. F. A., Mohamad Said, M. N. H., Yahaya, N., & Abdullah, Z. (2022). Effects of augmented reality application integration with computational thinking in geometry topics. Education and Information Technologies, 27(7), 9485–9521. https://doi.org/10.1007/s10639-022-10994-w
Haqq, A. A., Handoko, H., & Al Farizi, R. (2025). Developing pedagogically aligned AR media for teaching polyhedra in junior secondary education. Information Technology Engineering Journals (ITEJ), 10(1), 174–192. https://doi.org/10.24235/itej.v10i1.260
Harris, D. (2023). Spatial reasoning in context: Bridging cognitive and educational perspectives of spatial-mathematics relations. Frontiers in Education, 8, 1302099. https://doi.org/10.3389/feduc.2023.1302099
Harris, D., Logan, T., & Lowrie, T. (2021). Unpacking mathematical-spatial relations: Problem-solving in static and interactive tasks. Mathematics Education Research Journal, 33(3), 495–511. https://doi.org/10.1007/s13394-020-00316-z
Hasanah, U., Putrawangsa, S., Purwanta, E., Setiawati, F. A., & Purnomo, W. P. (2024). Primary student spatial reasoning abilities: Progression and challenges. Jurnal Pendidikan Matematika, 18(3), 329–348. https://doi.org/10.22342/jpm.v18i3.pp329-348
Hawes, Z. C. K., Gilligan-Lee, K. A., & Mix, K. S. (2022). Effects of spatial training on mathematics performance: A meta-analysis. Developmental Psychology, 58(1), 112–137. https://doi.org/10.1037/dev0001281
Ikhsan, M., Rochaminah, S., & Mastura, A. (2024). Development of Geo-Math application by integrating Geo-Gebra applets to improve students’ spatial ability. Jurnal Ilmiah Peuradeun, 12(3), 1129–1154. https://doi.org/10.26811/peuradeun.v12i3.1492
Johari, M. I., Rosli, R., Maat, S. M., Mahmud, M. S., Capraro, M. M., & Capraro, R. M. (2022). Integrated professional development for mathematics teachers: A systematic review. Pegem Journal of Education and Instruction, 12(4), 226–234. https://doi.org/10.47750/pegegog.12.04.23
Juman, Z. A. M. S., Mathavan, M., Ambegedara, A. S., & Udagedara, I. G. K. (2022). Difficulties in learning geometry component in mathematics and active-based learning methods to overcome the difficulties. Shanlax International Journal of Education, 10(2), 41–58. https://doi.org/10.34293/education.v10i2.4299
Kitchenham, B. (2004). Procedures for performing systematic reviews. Keele University Technical Report TR/SE-0401; NICTA Technical Report 0400011T.1. Department of Computer Science, Keele University & National ICT Australia. https://www.inf.ufsc.br/~aldo.vw/kitchenham.pdf
Kitchenham, B., & Charters, S. (2007). Guidelines for performing systematic literature reviews in software engineering. Version 2.3, EBSE Technical Report No. EBSE-2007-01. Keele University & Durham University. https://www.scirp.org/reference/ReferencesPapers?ReferenceID=1555797
Korkmaz, H. ?., & Y?lmaz, A. (2022). Inquiry-based mathematics activities to improve children's geometric and spatial thinking skills. Turkish Journal of Education, 11(3), 143–161. https://doi.org/10.19128/turje.949930
Kurt, G., Önel, F., & Çak?o?lu, Ö. (2023). An investigation of middle school students' spatial reasoning skills. International Electronic Journal of Elementary Education, 16(1), 123–141. https://doi.org/10.26822/iejee.2023.319
Lin, T. J., Buckley, J., Gumaelius, L., & Ampadu, E. (2025). The potential for spatial ability development through the Swedish technology and craft compulsory curricula. International Journal of Technology and Design Education, 35(4), 1409–1427. https://doi.org/10.1007/s10798-024-09958-7
Lowrie, T., & Logan, T. (2023). Spatial visualization supports students’ math: Mechanisms for spatial transfer. Journal of Intelligence, 11(6), 127. https://doi.org/10.3390/jintelligence11060127
Mahmud, M. S., Yunus, A. S. Md., Ayub, A. F. M., & Sulaiman, T. (2020). The use of oral questioning in inculcating values in mathematics for primary school students. Universal Journal of Educational Research, 8(3C), 1–8. https://doi.org/10.13189/ujer.2020.081601
McDougal, E., Silverstein, P., Treleaven, O., Jerrom, L., Gilligan-Lee, K., Gilmore, C., & Farran, E. K. (2024). Assessing the impact of LEGO® construction training on spatial and mathematical skills. Developmental Science, 27(2), e13432. https://doi.org/10.1111/desc.13432
Möhring, W., Moll, L., & Szubielska, M. (2024). Unpacking associations among children's spatial skills, mathematics, and arithmetic strategies: Decomposition matters. Psychological Research, 88(5), 1550–1564. https://doi.org/10.1007/s00426-024-01952-x
Mongeon, P., & Paul-Hus, A. (2016). The journal coverage of Web of Science and Scopus: A comparative analysis. Scientometrics, 106(1), 213–228. https://doi.org/10.1007/s11192-015-1765-5
Moussa, M. A., Ahmed, S. A., & Al-Adamat, O. A. (2025). Developing spatial thinking in Cartesian coordinate tasks: The impact of the Think-Pair-Share strategy on sixth-grade learners. The New Educational Review, 81(3), 151–164. https://doi.org/10.15804/tner.2025.81.3.10
Muhammad, H., Musa, N. A., Ahmad, A., Adamu, N., & Adamu, N. (2026). The role of augmented reality (AR) in enhancing conceptual understanding of geometry in mathematics education: Systematic review. International Journal of Education, Management, and Technology, 4(1), 29–47. https://doi.org/10.58578/ijemt.v4i1.8073
Nathan, M. J., Schenck, K. E., Vinsonhaler, R., Michaelis, J. E., Swart, M. I., & Walkington, C. (2021). Embodied geometric reasoning: Dynamic gestures during intuition, insight, and proof. Journal of Educational Psychology, 113(5), 929–948. https://doi.org/10.1037/edu0000638
Özçak?r, B., & Çak?ro?lu, E. (2022). Fostering spatial abilities of middle school students through augmented reality: Spatial strategies. Education and Information Technologies, 27(3), 2977–3010. https://doi.org/10.1007/s10639-021-10729-3
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. BMJ, 372, n71. https://doi.org/10.1136/bmj.n71
Palatnik, A., Abrahamson, D., & Lomos, C. (2025, February 4–8). I see what you're thinking: Embodied collaborative argumentation. In Proceedings of the Fourteenth Congress of the European Society for Research in Mathematics Education (CERME14) (No. 16). https://hal.science/hal-05199688
Patton, M. Q. (2015). Qualitative research & evaluation methods: Integrating theory and practice (4th ed.). SAGE Publications.
Petticrew, M., & Roberts, H. (2006). Systematic reviews in the social sciences: A practical guide. Blackwell Publishing. https://doi.org/10.1002/9780470754887
Ridgley, L. M., Geary, D. C., Li, Y., Myers, P., Ottinger, R., Silvaggio, D. N., Ünal, Z., & Popov, V. (2025). The language of folding: Increasing spatial language and decreasing mathematics anxiety through origami. Frontiers in Education, 10, 1613317. https://doi.org/10.3389/feduc.2025.1613317
Saharuddin, M. H., Nasir, M. K. M., & Mahmud, M. S. (2025). Exploring teachers’ technological pedagogical content knowledge in utilising artificial intelligence (AI) for teaching. International Journal of Learning, Teaching and Educational Research, 24(1), 136–151. https://doi.org/10.26803/ijlter.24.1.7
Sarkis-Onofre, R., Catalá-López, F., Aromataris, E., & Lockwood, C. (2021). How to properly use the PRISMA Statement. Systematic Reviews, 10(1), 117. https://doi.org/10.1186/s13643-021-01671-z
Schenck, K. E., & Nathan, M. J. (2024). Navigating spatial ability for mathematics education: A review and roadmap. Educational Psychology Review, 36(3), Article 90.https://doi.org/10.1007/s10648-024-09935-5
Scippo, S., Madiai, S., & Cuomo, S. (2025). Digital tessellation for geometry learning in primary school: A quasi-experimental study. Journal of Information Technology Education: Research, 24, 009. https://doi.org/10.28945/5473
Sinclair, N., & Bruce, C. D. (2015). New opportunities in geometry education at the primary school. ZDM Mathematics Education, 47(3), 319–329. https://doi.org/10.1007/s11858-015-0693-4
Sunzuma, G., & Maharaj, A. (2020). In-service secondary teachers’ teaching approaches and views towards integrating ethnomathematics approaches into geometry teaching. Bolema: Boletim de Educação Matemática, 34(66), 22–39. https://doi.org/10.1590/1980-4415v34n66a02
Suparman, S., Marasabessy, R., & Helsa, Y. (2024). Fostering spatial visualization in GeoGebra-assisted geometry lesson: A systematic review and meta-analysis. Eurasia Journal of Mathematics, Science and Technology Education, 20(9), em2509. https://doi.org/10.29333/ejmste/15170
Thom, J. S., McGarvey, L. M., & Markle, J. (2024). Projective geometry and spatial reasoning for STEM learning. Frontiers in Education, 9, 1312845. https://doi.org/10.3389/feduc.2024.1312845
Uttal, D. H., Meadow, N. G., Tipton, E., Hand, L. L., Alden, A. R., Warren, C., & Newcombe, N. S. (2013). The malleability of spatial skills: A meta-analysis of training studies. Psychological Bulletin, 139(2), 352–402. https://doi.org/10.1037/a0028446
Van Eck, N. J., & Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523–538. https://doi.org/10.1007/s11192-009-0146-3
Wahyuni, S., Noviani, J., & Saleha, D. (2024). Profile of spatial ability of high school students when solving geometry problems. Southeast Asian Mathematics Education Journal, 14(1), 47–68. https://doi.org/10.46517/seamej.v14i1.288
Weigand, H.-G., Hollebrands, K., & Maschietto, M. (2025). Geometry education at secondary level – a systematic literature review. ZDM – Mathematics Education, 57, 829–843. https://doi.org/10.1007/s11858-025-01703-1
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
Yang, Y., Du, W., Mavrikis, M., & Geraniou, E. (2025). Spatial skill development through augmented reality in mathematics education: A scoping review. Digital Experiences in Mathematics Education, 12, 277–310. https://doi.org/10.1007/s40751-025-00187-8
Yip, C. C. H., Ouyang, X., Yip, E. S.-K., Tong, C. K.-Y., & Wong, T. T.-Y. (2025). Distinct roles of cognitive and mathematics skills in different levels of mathematics development. Learning and Individual Differences, 119, 102645. https://doi.org/10.1016/j.lindif.2025.102645
Zhang, W., Li, L., & Disney, L. (2025). “Asking questions is the key”: Chinese kindergarten teachers support children’s mathematics concept learning and spatial reasoning through a Conceptual PlayWorld approach. Mathematics Education Research Journal, 38(2), 323–352. https://doi.org/10.1007/s13394-025-00530-7
Zhu, C., Klapwijk, R., Silva-Ordaz, M., Spandaw, J., & de Vries, M. J. (2024). Investigating the role of spatial thinking in children's design ideation through an open-ended design-by-analogy challenge. International Journal of Technology and Design Education, 34(5), 1733–1762. https://doi.org/10.1007/s10798-024-09877-7
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