Andrienko, G., Andrienko, N., Jankowski, P., Keim, D., Kraak, M.-J., MacEachren, A., & Wrobel, S. (2007). Geovisual analytics for spatial decision support: Setting the research agenda. International Journal of Geographical Information Science, 21(8), 839–857.
Atit, K., Miller, D. I., Newcombe, N. S., & Uttal, D. H. (2018). Teachers’ spatial skills across disciplines and education levels: Exploring nationally representative data. Archives of Scientific Psychology, 6(1), 130-137.
Atit, K., Shipley, T. F., & Tikoff, B. (2013). Twisting space: Are rigid and non-rigid mental transformations separate spatial skills? Cognitive Processing, 14, 163-173.
Baker, T. R., Palmer, A. M., & Kerski, J. J. (2009). A national survey to examine teacher professional development and implementation of desktop GIS. Journal of Geography, 108(4–5), 174–185.
Bartlett, K. A., & Camba, J. D. (2023). Gender differences in spatial ability: A critical review. Educational Psychology Review, 35(1), 1-8.
Bates, K. E., Williams, A. Y., Gilligan‐Lee, K. A., Gripton, C., Lancaster, A., Williams, H.,... & Farran, E. K. (2023). Practitioners' perspectives on spatial reasoning in educational practice from birth to 7 years. British Journal of Educational Psychology, 93(2), 571-590.
Bednarz, S. W., & Kemp, K. (2011). Understanding and nurturing spatial literacy. Procedia-Social and Behavioral Sciences, 21, 18-23.
Black, A. A. (2005). Spatial ability and earth science conceptual understanding. Journal of Geoscience Education, 53(4), 402-414.
Bodzin, A. M. (2011). The implementation of a geospatial information technology (GIT)‐supported land use change curriculum with urban middle school learners to promote spatial thinking. Journal of Research in Science Teaching, 48(3), 281-300.
Brinkmann, E. H. (1996). Programed instruction as a technique for improving spatial visualization. Journal of Applied Psychology, 50(2), 179-184.
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? And what can we do about it? ZDM, 47, 331-343.
Burte, H., Gardony, A. L., Hutton, A., & Taylor, H. A. (2020). Elementary teachers’ attitudes and beliefs about spatial thinking and mathematics. Cognitive Research: Principles and Implications, 5(1), 1-18.
Carbonell Carrera, C., & Bermejo Asensio, L. A. (2017). Augmented reality as a digital teaching environment to develop spatial thinking. Cartography and Geographic Information science, 44(3), 259-270.
Chen, B., Xu, Z., Kirmani, S., Ichter, B., Driess, D., Florence, P.,... & Xia, F. (2024). Spatialvlm: Endowing vision-language models with spatial reasoning capabilities. ArXiv Preprint arXiv:2401.12168.
Dean, A. K. (2017, June). Applied Spatial Visualization for Engineers. In 2017 ASEE Annual Conference & Exposition.
Frick, A., Möhring, W., & Newcombe, N. S. (2014). Development of mental transformation abilities. Trends in Cognitive Sciences, 18(10), 536-542.
Gagnier, K. M., Atit, K., Ormand, C., & Shipley, T. F. (2012, November). Teaching Penetrative Thinking Via Progressive Alignment and Directed Sketching. In Geological Society of America Abstracts with Programs (Vol. 44, No. 7, p. 180).
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.
Gardner, H. (1993). Multiple intelligences: The theory in practice. Basic Books/Hachette Book Group.
Gersmehl, P. )2014(. Teaching geography (3rd Ed). New York, NY: The Guildford Press.
Gersmehl, P. J., & Gersmehl, C. A. (2007). Spatial thinking by young children: Neurologic evidence for early development and “educability”. Journal of Geography, 106(5), 181-191.
Gerson, H. B., Sorby, S. A., Wysocki, A., & Baartmans, B. J. (2001). The development and assessment of multimedia software for improving 3‐D spatial visualization skills. Computer Applications in Engineering Education, 9(2), 105-113.
Gibson, J. J. (2014). The ecological approach to visual perception: classic edition. Psychology press.
Gifford, S., Gripton, C., Williams, H., Lancaster, A., Bates, K. E., Williams, A. Y., Gilligan-Lee, K. A., Borthwick, A., & Farran, E. K. (2022). Spatial reasoning in early childhood.
Gilligan‐Lee, K. A., Bradbury, A., Bradley, C., Farran, E. K., Van Herwegen, J., Wyse, D., & Outhwaite, L. A. (2023). Spatial Thinking in Practice: A Snapshot of teacher's Spatial Activity Use in the Early Years' Classroom. Mind, Brain, and Education, 17(2), 107-116.
Golledge, R. G. (1993). Geographical perspectives on spatial cognition. In Advances in Psychology (Vol. 96, pp. 16-46). North-Holland.
Golledge, R. G., Marsh, M., & Battersby, S. (2008). Matching geospatial concepts with geographic educational needs. Geographical Research, 46(1), 85-98.
Goodchild, M. F. (2006). The fourth R? Rethinking GIS education. ESRI ArcNews, 28(3), 1-5.
Goodchild, M. F., & Janelle, D. G. (2010). Toward critical spatial thinking in the social sciences and humanities. GeoJournal, 75, 3-13.
Hauptman, H. (2010). Enhancement of spatial thinking with Virtual Spaces 1.0. Computers & Education, 54(1), 123-135.
Hegarty, M. (2014). Spatial thinking in undergraduate science education. Spatial Cognition & Computation, 14(2), 142-167.
Heiser, J., Tversky, B., & Jordan Hall, B. (2002). Mental models of complex systems: Structure and function. Manuscript submitted for publication.
Holton, G. (1986). Metaphors in science and education. G. Holton, The Advancement of Science, and its burdens, 229-252.
Hoskyns-Staples, L., & Blackmore, K. (2020). Collaborative problem-solving in primary mathematics: Developing shape and spatial awareness. Social and learning relationships in primary schools. Bloomsbury Monograph series, 9-30.
Humphreys, L. G., Lubinski, D., & Yao, G. (1993). Utility of predicting group membership and the role of spatial visualization in becoming an engineer, physical scientist, or artist. Journal of Applied Psychology, 78(2), 250-261.
Jo, I., & Bednarz, S. W. (2014). Dispositions toward teaching spatial thinking through geography: Conceptualization and an exemplar assessment. Journal of Geography, 113(5), 198-207.
Jo, I., & Hong, J. E. (2020). Effect of learning GIS on spatial concept understanding. Journal of Geography, 119(3), 87-97.
Jones, M. G., & Broadwell, B. (2008). Visualization without vision: students with visual. In Visualization: Theory and Practice in Science Education (pp. 283-294). Dordrecht: Springer Netherlands.
Kastens, K.A., & Ishikawa, T. (2006). Spatial thinking in the geosciences and cognitive sciences: A cross-disciplinary look at the intersection of the two fields. In C. A. Manduca & D. W. Mogk (Eds.), Earth and mind: How geologists think and learn about the Earth (pp. 53-76).
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.
Khine, M. S. (2017). Spatial cognition: Key to STEM success. Visual-spatial ability in STEM education: Transforming research into practice, 3-8.
Kim, M., Bednarz, R., & Kim, J. (2012). The ability of young Korean children to use spatial representations. International Research in Geographical and Environmental Education, 21(3), 261-277.
Lee, J., & Bednarz, R. (2009). Effect of GIS learning on spatial thinking. Journal of Geography in Higher Education, 33(2), 183-198.
Lin, C. H., & Chen, C. M. (2016). Developing spatial visualization and mental rotation with a digital puzzle game at primary school level. Computers in Human Behavior, 57, 23-30.
Linn, M. C., & Petersen, A. C. (1985). Emergence and characterization of sex differences in spatial ability: A meta-analysis. Child development, 1479-1498.
Long, H. A., French, D. P., & Brooks, J. M. (2020). Optimising the value of the critical appraisal skills programme (CASP) tool for quality appraisal in qualitative evidence synthesis. Research Methods in Medicine & Health Sciences, 1(1), 31-42.
Lord, T. R. (1985). Enhancing the visuo‐spatial aptitude of students. Journal of Research in Science teaching, 22(5), 395-405.
MacEachren, A. M. (2004). How maps work: representation, visualization, and design. Guilford Press.
MacPhee, D., Farro, S., & Canetto, S. S. (2013). Academic self‐efficacy and performance of underrepresented STEM majors: Gender, ethnic, and social class patterns. Analyses of Social Issues and Public Policy, 13(1), 347-369.
Mathewson, J. H. (1999). Visual‐spatial thinking: An aspect of science overlooked by educators. Science Education, 83(1), 33-54.
McArthur, J. M., & Wellner, K. L. (1996). Reexamining spatial ability within a Piagetian framework. Journal of Research in Science Teaching: The Official Journal of the National Association for Research in Science Teaching, 33(10), 1065-1082.
McCormack, A. J. (1988). Visual/spatial Thinking: An Essential Element of Elementary Science. Council for Elementary Science International.
McCormack, A. J. (2017). Developing visual/spatial thinking in science education. In Science Education (pp. 143-156). Brill.
McGrew, K. S. (2009). CHC theory and the human cognitive abilities project: Standing on the shoulders of the giants of psychometric intelligence research. Intelligence, 37(1), 1-10.
Miller, D. I., & Halpern, D. F. (2011). spatial thinking in physics: longitudinal impacts of 3-D spatial training. In Proceedings of the Annual Meeting of the Cognitive Science Society (Vol. 33, No. 33).
Milner-Bolotin, M., & Nashon, S. M. (2012). The essence of student visual–spatial literacy and higher order thinking skills in undergraduate biology. Protoplasma, 249, 25-30.
National Academies Press (US). (2006). Learning to think spatially: GIS as a support system in the K-12 curriculum. National Academies Press.
National Research Council (2006). Learning to think spatially. Washington, DC: The National Academies Press. https://doi.org/10.17226/11019.
Newcombe, N. S. (2010). Picture this: Increasing math and science learning by improving spatial thinking. American Educator, 34(2), 29-35.
Newcombe, N. S. (2013). Seeing relationships: Using spatial thinking to teach science, mathematics, and social studies. American Educator, 37(1), 26–31
Newcombe, N. S. (2016). Thinking spatially in the science classroom. Current Opinion in Behavioral Sciences, 10, 1-6.
Newcombe, N. S. (2017). Harnessing spatial thinking to support stem learning. OECD Education Working Papers. OECD Publishing: Paris.
Newcombe, N. S. (2020). The puzzle of spatial sex differences: Current status and prerequisites to solutions. Child Dev. Perspect. 14, 251–257.
Newcombe, N. S., & Frick, A. (2010). Early education for spatial intelligence: Why, what, and how. Mind, Brain, and Education, 4(3), 102-111.
Newcombe, N. S., & Huttenlocher, J. (2003). Models and maps. Making space: The Development of Spatial Representation and Reasoning, 145-177.
Newcombe, N. S., & Shipley, T. F. (2014). Thinking about spatial thinking: New typology, new assessments. In Studying Visual and Spatial Reasoning for Design Creativity (pp. 179-192). Dordrecht: Springer Netherlands.
Nielsen, C. P., Oberle, A., & Sugumaran, R. (2011). Implementing a high school level geospatial technologies and spatial thinking course. Journal of Geography, 110(2), 60-69.
Provo, J., Lamar, C., & Newby, T. (2002). Using a cross section to train veterinary students to visualize anatomical structures in three dimensions. Journal of Research in Science Teaching: The Official Journal of the National Association for Research in Science Teaching, 39(1), 10-34.
Rosenthal, K. (2021). Is gender equality still an issue? Gender (Im) balances in STEM. Chemie Ingenieur Technik, 93(8), 1207-1209.
Šafhalter, A., Glodež, S., Šorgo, A., & Ploj Virtič, M. (2020). Development of spatial thinking abilities in engineering 3D modeling course aimed at lower secondary students. International Journal of Technology and Design Education, 1-18.
Sanandaji, A., Grimm, C., & West, R. (2017, September). Inferring cross-sections of 3D objects: a 3D spatial ability test instrument for 3D volume segmentation. In Proceedings of the ACM Symposium on Applied Perception (pp. 1-4).
Sandelowski, M., & Barroso, J. (2007). Handbook for synthesizing qualitative research. Springer Publishing Company.
Saw, G., Chang, C. N., & Chan, H. Y. (2018). Cross-sectional and longitudinal disparities in STEM career aspirations at the intersection of gender, race/ethnicity, and socioeconomic status. Educational Researcher, 47(8), 525-531.
Sinton, D. S. (2017). Critical spatial thinking. the International Encyclopedia of Geography.
Small, M. Y., & Morton, M. E. (1983). Research in College Science Teaching: Spatial Visualization Training Improves Performance in Organic Chemistry. Journal of College Science Teaching, 13(1), 41-43.
Sorby, S. A. (1999). Developing 3-D spatial visualization skills. The Engineering Design Graphics Journal, 63(2).
Sorby, S. A. (2009). Educational research in developing 3‐D spatial skills for engineering students. International Journal of Science Education, 31(3), 459-480
Sorby, S., Drummer, T., Hungwe, K., & Charlesworth, P. (2005, June). Developing 3 D spatial visualization skills for non engineering students. In 2005 Annual Conference (pp. 10-428).
Stieff, M., Lira, M., & DeSutter, D. (2014). Representational competence and spatial thinking in STEM. Boulder, CO: International Society of the Learning Sciences.
Supli, A. A., & Yan, X. (2024). Exploring the effectiveness of augmented reality in enhancing spatial reasoning skills: A study on mental rotation, spatial orientation, and spatial visualization in primary school students. Education and Information Technologies, 29(1), 351-374.
Uttal, D. H., & Cohen, C. A. (2012). Spatial thinking and STEM education: When, why, and how? In Psychology of Learning and Motivation (Vol. 57, pp. 147-181). Academic Press.
Uttal, D. H., Miller, D. I., & Newcombe, N. S. (2013). Exploring and enhancing spatial thinking: Links to achievement in science, technology, engineering, and mathematics? Current Directions in Psychological Science, 22(5), 367-373.
Veurink, N. L., Hamlin, A. J., Kampe, J. C. M., Sorby, S. A., Blasko, D. G., Holliday-Darr, K. A.,... & Knott, T. W. (2009). Enhancing visualization skills-improving options and success (EnVİSIONS) of engineering and technology students. The Engineering Design Graphics Journal, 73(2), 1-17.
Wai, J., & Uttal, D. H. (2018). Why Spatial Reasoning Matters for Education Policy. American Enterprise Institute.
Wai, J., Lubinski, D., & Benbow, C. P. (2009). Spatial ability for STEM domains: Aligning over 50 years of cumulative psychological knowledge olidifies its importance. Journal of Eucationa; Psychology, 101(4), 817-835. DOI: 10.1037/a0016127
Wakabayashi, Y., & Ishikawa, T. (2011). Spatial thinking in geographic information science: a review of past studies and prospects for the future. Procedia-Social and Behavioral Sciences, 21, 304-313.
Zhu, C., Leung, C. O. Y., Lagoudaki, E., Velho, M., Segura-Caballero, N., Jolles, D.,... & Klapwijk, R. (2023). Fostering spatial ability development in and for authentic STEM learning. Frontiers in Education, 8, 1138607