Aarts, E., Verhage, M., Veenvliet, J. V., Dolan, C. V., & Van Der Sluis, S. (2014). A solution to dependency: using multilevel analysis to accommodate nested data. Nature Neuroscience, 17(4), 491.
Adler, J. (1998). A language of teaching dilemmas: unlocking the complex multilingual secondary mathematics classroom. For the Learning of Mathematics, 18(1), 24–33.
Australian Curriculum, Assessment and Reporting Authority [ACARA] (2015). Australian F-10 Curriculum: Mathematics. http://www.australiancurriculum.edu.au/mathematics/curriculum/f-10?layout=1. Accessed 23 Mar 2016.
Burte, H., Gardony, A. L., Hutton, A., & Taylor, H. A. (2017). Think3d!: improving mathematics learning through embodied spatial training. Cognitive Research: Principles and Implications, 2(13). https://doi.org/10.1186/s41235-017-0052-9.
Carlson-Radvansky, L. A., & Radvansky, G. A. (1996). The influence of functional relations on spatial term selection. Psychological Science, 7(1), 56–60.
Cheng, Y.-L., & Mix, K. S. (2014). Spatial training improves children’s mathematics ability. Journal of Cognition and Development, 15(1), 2–11. https://doi.org/10.1080/15248372.2012.725186.
Cobb, P. (1988). The tension between theories of learning and instruction in mathematics education. Educational Psychologist, 23(2), 87.
DeSutter, D., & Stieff, M. (2017). Teaching students to think spatially through embodied actions: design principles for learning environments in science, technology, engineering, and mathematics. Cognitive Research: Principles and Implications, 2(22). https://doi.org/10.1186/s41235-016-0039-y.
Hegarty, M., & Waller, D. (2004). A dissociation between mental rotation and perspective-taking spatial abilities. Intelligence, 32, 175–191.
Jurdak, M. E., & El Mouhayar, R. R. (2014). Trends in the development of student level of reasoning in pattern generalization tasks across grade level. Educational Studies in Mathematics, 85(1), 75–92.
Kell, H. J., Lubinski, D., Benbow, C. P., & Steiger, J. H. (2013). Creativity and technical innovation spatial ability’s unique role. Psychological Science, 24(9), 1831–1836.
Kozhevnikov, M., & Hegarty, M. (2001). A dissociation between object manipulation spatial ability and spatial orientation ability. Memory & Cognition, 29(5), 745–756.
Landy, D., Allen, C., & Zednik, C. (2014). A perceptual account of symbolic reasoning. Frontiers in Psychology, 5, 275.
Lean, G., & Clements, M. K. (1981). Spatial ability, visual imagery, and mathematical performance. Educational Studies in Mathematics, 12(3), 267–299.
Lerman, S. (2003). Cultural, discursive psychology: a sociocultural approach to studying the teaching and learning of mathematics learning discourse. In C. Kieran, E. Forman, & A. Sfard (Eds.), Learning discourse: sociocultural approaches to research in mathematics education, (pp. 87–113). Dordrecht: Springer Netherlands.
Linn, M. C., & Petersen, A. C. (1985). Emergence and characterization of sex differences in spatial ability: a meta-analysis. Child Development, 56, 138–151.
Lohman, D. (1979). Spatial ability: review and re-analysis of the correlational literature. Tech. Rep. No. 8. Stanford: Stanford University.
Lowrie, T., Logan, T., & Ramful, A. (2017). Visuospatial training improves elementary students’ mathematics performance. British Journal of Education Psychology, 87, 170–186.
Lowrie, T., & Patahuddin, S. M. (2015). ELPSA as a lesson design framework. Journal of Mathematics Education, 6(2), 1–15.
McGee, M. G. (1979). Human spatial abilities: psychometric studies and environmental, genetic, hormonal, and neurological influences. Psychological Bulletin, 86(5), 889.
Mix, K. S., Levine, S. C., Cheng, Y., Young, C., Hambrick, D. Z., Ping, R., & Konstantopoulos, S. (2016). Separate but correlated: the latent structure of space and mathematics across development. Journal of Experimental Psychology: General, 145(9), 1206–1227.
Nath, S., & Szücs, D. (2014). Construction play and cognitive skills associated with the development of mathematical abilities in 7-year-old children. Learning and Instruction, 32, 73–80.
National Research Council (2006). Learning to think spatially: GIS as a support system in the K–12 curriculum. Washington, DC: National Academy Press.
Newcombe, N. S. (2016). Thinking spatially in the classrom. Current Opinion in Behavioral Sciences, 10, 1–6.
Newcombe, N. S. (2017). Harnessing spatial thinking to support stem learning. OECD Education Working Paper, No. 161. Paris: OECD Publishing. https://doi.org/10.1787/7d5dcae6-en.
Newcombe, N. S., & Huttenlocher, J. (2003). Making space: the development of spatial representation and reasoning. Cambridge: MIT Press.
Peters, M., Laeng, B., Latham, K., Jackson, M., Zaiyouna, R., & Richardson, C. (1995). A redrawn Vandenberg and Kuse mental rotations test-different versions and factors that affect performance. Brain and Cognition, 28(1), 39–58.
Piaget, J., & Inhelder, B. (1956). The child’s conception of space. London: Routledge and Kegan Paul.
Pillay, H. (1998). Cognitive processes and strategies employed by children to learn spatial representations. Learning and Instruction, 8(1), 1–18.
Ramful, A., Lowrie, T., & Logan, T. (2017). Measurement of spatial ability: construction and validation of the spatial reasoning instrument for middle school students. Journal of Psychoeducational Assessment, 35(7), 709–727.
Rausch, J. R., Maxwell, S. E., & Kelley, K. (2003). Analytic methods for questions pertaining to a randomized pre-test, post-test, follow-up design. Journal of Clinical Child and Adolescent Psychology, 32(3), 467–486.
Reys, R. E., Lindquist, M. M., Lambdin, D. V., & Smith, N. L. (2009). Helping children learn mathematics, (9th ed., ). Danvers: John Wiley & Sons.
Shepard, R. N., & Metzler, J. (1971). Mental rotation of three-dimensional objects. Science, 171, 701–703.
Sorby, S. A. (1999). Developing 3-D spatial visualization skills. Engineering Design Graphics Journal, 63, 21–32.
Stieff, M. (2007). Mental rotation and diagrammatic reasoning in science. Learning and Instruction, 17, 219–234.
Stransky, D., Wilcox, L. M., & Dubrowski, A. (2010). Mental rotation: cross-task training and generalization. Journal of Experimental Psychology: Applied, 16(4), 349.
Terlecki, M. S., & Newcombe, N. S. (2005). How important is the digital divide? The relation of computer and videogame usage to gender differences in mental rotation ability. Sex Roles, 53(5), 433–441.
Terlecki, M. S., Newcombe, N. S., & Little, M. (2008). Durable and generalized effects of spatial experience on mental rotation: gender differences in growth patterns. Applied Cognitive Psychology, 22(7), 996–1013.
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.
Von Károlyi, C. (2013). From Tesla to Tetris: mental rotation, vocation, and gifted education. Roeper Review, 35(4), 231–240.
Voyer, D., Voyer, S., & Bryden, M. P. (1995). Magnitude of sex differences in spatial abilities: a meta-analysis and consideration of critical variables. Psychological Bulletin, 117(2), 250–270.
Wai, J., Lubinski, D., & Benbow, C. P. (2009). Spatial ability for STEM domains: aligning over 50 years of cumulative psychological knowledge solidifies its importance. Journal of Educational Psychology, 101(4), 817–835.
Wright, R., Thompson, W. L., Ganis, G., Newcombe, N. S., & Kosslyn, S. M. (2008). Training generalized spatial skills. Psychonomic Bulletin & Review, 15(4), 763–771.