Research on spatial reasoning in mathematics education: Trend and opportunity
DOI:
https://doi.org/10.31629/jg.v8i2.6619Keywords:
bibliometric, SLR, spatial reasoning, interventionAbstract
Spatial thinking is important in learning Science, Technology, Engineering, and Mathematics. Numerous studies about spatial ability in various fields like mathematics, neuroscience and phycologist considered various factors such as gender, age, or demography. However, a few studies are still about enhancing spatial ability in the context of mediated pedagogies. This study aims to describe spatial research on mathematics education, especially related to the intervention or learning design of spatial reasoning. A bibliometric study is employed to determine the research trend of spatial reasoning, especially related to teaching practice. The review follows a structured design consisting of several stages of the PRISMA method. From 652 documents about spatial in mathematics education gathered from the Scopus data, it is reduced to 40 documents regarding spatial reasoning in mathematics education. Further, only 19 documents about intervention and practice in enhancing spatial reasoning exist. This study may benefit researchers in mathematics education by showing the development and trend of spatial reasoning research and suggesting new directions for future research.
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An, S. A., Tillman, D. A., & Hachey, A. C. (2021). Into the dance: Investigating preservice elementary teachers' experiences with dynamic spatial reasoning choreography tasks. Research in Dance Education, 22(1), 17–37.
Augello, A., Città, G., Gentile, M., Infantino, I., Guardia, D. La, Manfré, A., & Allegra, M. (2018). Improving spatial reasoning by interacting with a humanoid robot, Smart Innovation, Systems and Technologies. Intelligent Interactive Multimedia Systems and Services, 76(10), 151–160.
Bairaktarova, D., Einde, L. Van Den, & Bell, J. (2019). Using digital sketching and augmented reality mobile apps to improve spatial visualization in a first-year engineering course. ASEE Annual Conference & Exposition.
Bruce, C. D., Davis, B., Sinclair, N., McGarvey, L., Hallowell, D., Drefs, M., & Woolcott, G. (2017). Understanding gaps in research networks: using “spatial reasoning†as a window into the importance of networked educational research. Educational Studies in Mathematics, pp. 95, 143–161.
Bruce, C. D., Flynn, T., Yearley, S., & Hawes, Z. (2023). Leveraging number lines and unit fractions to build student understanding: insights from a mixed methods study. Canadian Journal of Science, Mathematics and Technology Education, 23(2), 322–339.
Bruce, C. D., & Hawes, Z. (2015). The role of 2D and 3D mental rotation in mathematics for young children: What is it? Why does it matter? Moreover, what can we do about it? ZDM Mathematics Education, 47(3), 331–343.
Chandrawati, A. E., Johar, R., & Elizar, E. (2023). Spatial reasoning skills of year 5 elementary school students through realistic mathematics education. AIP Conference Proceedings.
Choudhri, A. F., Siddiqui, A., Khan, N. R., & Cohen, H. L. (2015). Understanding bibliometric parameters and analysis. Radiographics, 35(3), 736–746. https://doi.org/10.1148/rg.2015140036
Dong, B., Xu, G., Luo, X., Cai, Y., & Gao, W. (2012). A bibliometric analysis of solar power research from 1991 to 2010. Scientometrics, 93(3), 1101–1117.
Eck, N. J. Van, & Waltman, L. (2020). VOSviewer Manual. University of Leiden.
Eloy, A., Cruz, D., Thennakoon, K., & Grant, W. (2020). Buildagram: a constructionist environment for spatial reasoning. Proceedings of the 2020 ACM Interaction Design and Children Conference: Extended Abstracts, 280–283.
Fowler, S., Cutting, C., Kennedy, J., Leonard, S. N., Gabriel, F., & Jaeschke, W. (2022). Technology-enhanced learning environments and the potential for enhancing spatial reasoning: A mixed methods study. Mathematics Education Research Journal, 34(4), 887–910.
Fowler, S., Cutting, C., Kennedy, J. P., Leonard, S., Gabriel, F., & Jasechcke, W. (2021). Technology-enhanced learning environments and the potential for enhancing spatial reasoning: a mixed methods study. Mathematics Education Research Journal, 1(3). https://doi.org/https://doi.org/10.1007/s13394-021-00368-9
Freina, L., & Bottino, R. (2016). A visual thinking skills training in support of STEM education. 10th European Conference on Games Based Learning: ECGBL 2016, 224–231.
Gagnier, K. M., Atit, K., Ormand, C. J., & Shipley, T. F. (2017). Comprehending 3D diagrams: Sketching to support spatial reasoning. Topics in Cognitive Science, 9(4), 883–901.
Hartatiana, Darhim, & Nurlaelah, E. (2017). Student’s spatial reasoning through model eliciting activities with Cabri 3D. Journal of Physics: Conference Series, 895(1). https://doi.org/10.1088/1742-6596/895/1/012075
Ismail, S., Nason, E., Marjanovic, S., & Grant, J. (2012). Bibliometrics as a tool for supporting prospective R&D decision-making in the health sciences: strengths, weaknesses and options for future development. Rand Health Quarterly, 1(4), 11.
Javaheri, H., Lehmann, J., Altmeyer, K., M'Ller, L. M., Br'nken, R., & Lukowicz, P. (2022). Design of augmented reality-based environment to promote spatial imagination for mathematics education in elementary school. UbiComp/ISWC 2022 Adjunct - Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2022 ACM International Symposium on Wearable Computers, 274–277. https://doi.org/10.1145/3544793.3560380
Kulakli, A., & Osmanaj, V. (2020). Global research on big data about artificial intelligence (A bibliometric study: 2008-2019).
Linn, M. C., & Petersen, A. C. (1985). Emergence and characterization of sex differences in spatial ability: A meta-analysis. Child Development, 56(6), 1479–1498. https://doi.org/https://doi.org/10.2307/1130467
Lohman, D. F., Dennis, I., & Tapsfield, P. (1996). Human abilities: Their nature and measurement.
Lowrie, T., Harris, D., Logan, T., & Hegarty, M. (2021). The impact of a spatial intervention program on students’ spatial reasoning and mathematics performance. The Journal of Experimental Education, 89(2), 259–277.
Moen, K. C., Beck, M. R., Saltzmann, S. M., Cowan, T. M., Burleigh, L. M., Butler, L. G., Ramanujam, J., Cohen, A. S., & Greening, S. G. (2020). Strengthening spatial reasoning: elucidating the attentional and neural mechanisms associated with mental rotation skill development. Cognitive Research: Principles and Implications, 5(1). https://doi.org/10.1186/s41235-020-00211-y
Moher, D., Liberati, A., Tetzlaff, J., & Altman, D. G. (2009). Items for systematic reviews and meta-analyses: the PRISMA statement. Annals of Internal Medicine, 151(4), 264–269.
Mulligan, J. T., & Mitchelmore, M. C. (2013). Early awareness of mathematical patterns and structures. In L. D. E. & J. T. Mulligan (Ed.), Reconceptualizing early mathematics learning (pp. 29–45). springer. https://doi.org/https://doi.org/10.1007/978-94-007-64408
Mulligan, J., Woolcott, G., Mitchelmore, M., Busatt, S., Lai, J., & Davis, B. (2020). Evaluating the impact of a Spatial Reasoning Mathematics Program (SRMP) intervention in the primary school. Mathematics Education Research Journal, pp. 32, 285–305.
OECD. (2000). Measuring student knowledge and skills: The PISA 2000 assessment of reading, mathematical and scientific literacy.
OECD. (2003). The PISA 2003 Assessment Framework: Mathematics, Reading, Science and Problem Solving, Knowledge Skills. In OECD Publishing.
OECD. (2017). PISA for Development Assessment and Analytical Framework: Reading, Mathematics and Science, Preliminary Version.
Pangestu, A., & Setyaningrum, W. (2020). Instructional media for space geometry based on augmented reality to improve students’ spatial reasoning. Journal of Physics: Conference Series, 012058.
Putri, C. R., Soleh, S. M., Saregar, A., Anugrah, A., & Susilowati, N. E. (2021). Bibliometric analysis: Augmented reality-based physics laboratory with VOSviewer software. Journal of Physics: Conference Series, 012056.
Raja, V., & Bhalla, D. O. (2021). Impact of Carnatic music training on the mathematical ability of children. Early Child Development and Care, 191(12), 1911–1921.
Ramful, A., Lowrie, T., & Logan, T. (2017). Measurement of spatial ability: Construction and validation of the spatial reasoning instrument for middle school students. Assessment. Journal of Psychoeducational, 35(7), 709–727. https://doi.org/https://doi.org/10.1177/0734282916659207
Roach, V. A., Fraser, G. M., Kryklywy, J. H., Mitchell, D. G., & Wilson, T. D. (2019). Guiding low spatial ability individuals through visual cueing: The dual importance of where and when to look. Anatomical Sciences Education, 12(1), 32-42., 12(1), 32–42.
Uttal, D. H., Meadow, N. G., Tipton, E., Hand, L. L., Alden, A. R., & Warren, C. (2013). The malleability of spatial skills: A meta-analysis of training studies. Psychological Bulletin, 139(2), 352–402. https://doi.org/https://doi.org/10.1037/a0028446
Wintarti, D. (2021). Developing Indonesian Grade 8 Students’ Spatial Ability To Support Mathematics Learning.
Winter, V., Love, B., Friend, M., & Matthews, M. (2019). A Computer Scientist Teaches Gen Ed Math. International Conference on Computational Science and Computational Intelligence (CSCI), 793–799.
Yang, L., Sun, T., & Liu, Y. (2017). A bibliometric investigation of flipped classroom research from 2000-2015. International Journal of Emerging Technologies in Learning, 12(6), 178–186. https://doi.org/https://doi.org/10.3991/ijet.v12i06.7095
Zhu, C., & Klapwijk, R. (2023). Thinking Spatially About Data: A Developing Framework to Understand Children’s Spatial Reasoning in Data Physicalization. Proceedings of IDC 2023 - 22nd Annual ACM Interaction Design and Children Conference: Rediscovering Childhood, 537–542.
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