TY - JOUR AU - Allen, G. L. AU - Kirasic, K. C. AU - Dobson, S. H. AU - Long, R. G. AU - Beck, S. PY - 1996 DA - 1996// TI - Predicting environmental learning from spatial abilities: An indirect route JO - Intelligence VL - 22 UR - https://doi.org/10.1016/S0160-2896(96)90026-4. DO - 10.1016/S0160-2896(96)90026-4. ID - Allen1996 ER - TY - JOUR AU - Alles, M. AU - Riggs, E. M. PY - 2011 DA - 2011// TI - Developing a process model for visual penetrative ability JO - Geological Society of America Special Papers VL - 474 UR - https://doi.org/10.1130/2011.2474(06) DO - 10.1130/2011.2474(06) ID - Alles2011 ER - TY - JOUR AU - Atit, K. AU - Gagnier, K. AU - Shipley, T. F. PY - 2015 DA - 2015// TI - Student gestures aid penetrative thinking JO - Journal of Geoscience Education VL - 63 UR - https://doi.org/10.5408/14-008.1. DO - 10.5408/14-008.1. ID - Atit2015 ER - TY - JOUR AU - Atit, K. AU - Shipley, T. F. AU - Tikoff, B. PY - 2013 DA - 2013// TI - Twisting space: Are rigid and non-rigid mental transformations separate spatial skills? JO - Cognitive Processing VL - 14 UR - https://doi.org/10.1007/s10339-013-0550-8. DO - 10.1007/s10339-013-0550-8. ID - Atit2013 ER - TY - CHAP AU - Atit, K. AU - Shipley, T. F. AU - Tikoff, B. ED - Montello, D. ED - Grossner, K. ED - Janelle, D. PY - 2014 DA - 2014// TI - What do a geologist’s hands tell you? A framework for classifying spatial gestures in science education BT - Space in mind: Concepts for spatial learning and education PB - MIT Press CY - Cambridge ID - Atit2014 ER - TY - JOUR AU - Atit, K. AU - Weisberg, S. M. AU - Newcombe, N. S. AU - Shipley, T. F. PY - 2016 DA - 2016// TI - Learning to interpret topographic maps: Understanding layered spatial information JO - Cognitive Research: Principles and Implications VL - 1 UR - https://doi.org/10.1186/s41235-016-0002-y. DO - 10.1186/s41235-016-0002-y. ID - Atit2016 ER - TY - JOUR AU - Barrett, L. F. AU - Lindquist, K. A. AU - Gendron, M. PY - 2007 DA - 2007// TI - Language as context for the perception of emotion JO - Trends in Cognitive Sciences VL - 11 UR - https://doi.org/10.1016/j.tics.2007.06.003. DO - 10.1016/j.tics.2007.06.003. ID - Barrett2007 ER - TY - BOOK AU - Bennett, G. K. AU - Seashore, H. G. AU - Wesman, A. G. PY - 1947 DA - 1947// TI - Differential aptitude tests ID - Bennett1947 ER - TY - JOUR AU - Bethell-Fox, C. E. AU - Shepard, R. N. PY - 1988 DA - 1988// TI - Mental rotation: Effects of stimulus complexity and familiarity JO - Journal of Experimental Psychology. Human Perception and Performance VL - 14 UR - https://doi.org/10.1037/0096-1523.14.1.12. DO - 10.1037/0096-1523.14.1.12. ID - Bethell-Fox1988 ER - TY - JOUR AU - Caplan, P. J. AU - MacPherson, G. M. AU - Tobin, P. PY - 1985 DA - 1985// TI - Do sex-related differences in spatial abilities exist? A multilevel critique with new data JO - The American Psychologist VL - 40 UR - https://doi.org/10.1037/0003-066X.40.7.786. DO - 10.1037/0003-066X.40.7.786. ID - Caplan1985 ER - TY - JOUR AU - Carbonell Carrera, C. AU - Saorín Pérez, J. L. PY - 2011 DA - 2011// TI - Engineers’ spatial orientation ability development at the European Space for Higher Education JO - European Journal of Engineering Education VL - 36 UR - https://doi.org/10.1080/03043797.2011.602184. DO - 10.1080/03043797.2011.602184. ID - Carbonell Carrera2011 ER - TY - JOUR AU - Carbonell-Carrera, C. AU - Hess-Medler, S. PY - 2017 DA - 2017// TI - Spatial orientation skill improvement with geospatial applications: Report of a multi-year study JO - ISPRS International Journal of Geo-Information VL - 6 UR - https://doi.org/10.3390/ijgi6090278. DO - 10.3390/ijgi6090278. ID - Carbonell-Carrera2017 ER - TY - BOOK AU - Carroll, J. B. PY - 1993 DA - 1993// TI - Human cognitive abilities: A urvey of factor-analytic studies PB - Cambridge University Press CY - Cambridge UR - https://doi.org/10.1017/CBO9780511571312 DO - 10.1017/CBO9780511571312 ID - Carroll1993 ER - TY - JOUR AU - Chang, K. -. T. AU - Antes, J. AU - Lenzen, T. PY - 1985 DA - 1985// TI - The effect of experience on reading topographic relief information: Analyses of performance and eye movements JO - The Cartographic Journal VL - 22 UR - https://doi.org/10.1179/caj.1985.22.2.88. DO - 10.1179/caj.1985.22.2.88. ID - Chang1985 ER - TY - JOUR AU - Chase, W. G. AU - Simon, H. A. PY - 1973 DA - 1973// TI - Perception in chess JO - Cognitive Psychology VL - 4 UR - https://doi.org/10.1016/0010-0285(73)90004-2 DO - 10.1016/0010-0285(73)90004-2 ID - Chase1973 ER - TY - CHAP AU - Cheng, M. AU - Gilbert, J. K. ED - Gilbert, J. K. ED - Treagust, D. PY - 2009 DA - 2009// TI - Towards a better utilization of diagrams in research into the use of representative levels in chemical education BT - Multiple representations in chemical education PB - Springer Netherlands CY - Dordrecht UR - https://doi.org/10.1007/978-1-4020-8872-8_4 DO - 10.1007/978-1-4020-8872-8_4 ID - Cheng2009 ER - TY - JOUR AU - Cheng, Y. -. L. AU - Mix, K. S. PY - 2014 DA - 2014// TI - Spatial training improves children’s mathematics ability JO - Journal of Cognition and Development VL - 15 UR - https://doi.org/10.1080/15248372.2012.725186. DO - 10.1080/15248372.2012.725186. ID - Cheng2014 ER - TY - BOOK AU - Compton, R. R. PY - 1985 DA - 1985// TI - Geology in the field PB - Wiley CY - New York ID - Compton1985 ER - TY - JOUR AU - Corey, E. J. AU - Cheng, X. -. M. PY - 1996 DA - 1996// TI - The logic of chemical synthesis JO - Journal of the American Chemical Society VL - 118 UR - https://doi.org/10.1021/ja9654443. DO - 10.1021/ja9654443. ID - Corey1996 ER - TY - BOOK AU - Cox, J. W. PY - 1928 DA - 1928// TI - Mechanical aptitude, its existence, nature, and measurement PB - Methuen CY - London ID - Cox1928 ER - TY - CHAP AU - Coyan, J. AU - Busch, M. AU - Reynolds, S. PY - 2010 DA - 2010// TI - Using eye tracking to evaluate the effectiveness of signaling to promote disembedding of geologic features in photographs BT - Spatial Cognition 2010: Doctoral Colloquium ID - Coyan2010 ER - TY - BOOK AU - Ekstrom, R. B. AU - French, J. W. AU - Harman, H. AU - Derman, D. PY - 1976 DA - 1976// TI - Kit of factor-referenced cognitive tests (revised edition) PB - Educational Testing Service CY - Princeton ID - Ekstrom1976 ER - TY - JOUR AU - Eley, M. G. PY - 1981 DA - 1981// TI - Imagery processing in the verification of topographical cross-sections JO - Educational Psychology Review VL - 1 UR - https://doi.org/10.1080/0144341810010104. DO - 10.1080/0144341810010104. ID - Eley1981 ER - TY - JOUR AU - Eley, M. G. PY - 1983 DA - 1983// TI - Representing the cross-sectional shapes of contour-mapped landforms JO - Human Learning: Journal of Practical Research & Applications VL - 2 ID - Eley1983 ER - TY - JOUR AU - Evans, G. W. PY - 1980 DA - 1980// TI - Environmental cognition JO - Psychological Bulletin VL - 88 UR - https://doi.org/10.1037/0033-2909.88.2.259. DO - 10.1037/0033-2909.88.2.259. ID - Evans1980 ER - TY - JOUR AU - Eyal, R. AU - Tendick, F. PY - 2001 DA - 2001// TI - Spatial ability and learning the use of an angled laparoscope in a virtual environment JO - Studies in Health Technology and Informatics VL - 81 ID - Eyal2001 ER - TY - JOUR AU - Gagnier, K. M. AU - Shipley, T. F. PY - 2016 DA - 2016// TI - Visual completion from 2D cross-sections: Implications for visual theory and STEM education and practice JO - Cognitive Research: Principles and Implications VL - 1 UR - https://doi.org/10.1186/s41235-016-0010-y. DO - 10.1186/s41235-016-0010-y. ID - Gagnier2016 ER - TY - BOOK PY - 2016 DA - 2016// TI - Topographic cartography ID - ref28 ER - TY - JOUR AU - Gibbons, R. D. AU - Baker, R. J. AU - Skinner, D. B. PY - 1986 DA - 1986// TI - Field articulation testing: A predictor of technical skills in surgical residents JO - The Journal of Surgical Research VL - 41 UR - https://doi.org/10.1016/0022-4804(86)90008-9. DO - 10.1016/0022-4804(86)90008-9. ID - Gibbons1986 ER - TY - CHAP AU - Gilbert, J. K. ED - Gilbert, J. K. PY - 2005 DA - 2005// TI - Visualization: A metacognitive skill in science and science education BT - Visualization in science education PB - Springer Netherlands CY - Dordrecht UR - https://doi.org/10.1007/1-4020-3613-2_2 DO - 10.1007/1-4020-3613-2_2 ID - Gilbert2005 ER - TY - CHAP AU - Gilbert, J. K. AU - Treagust, D. ED - Gilbert, J. K. ED - Treagust, D. PY - 2009 DA - 2009// BT - Multiple representations in chemical education PB - Springer CY - Dordrecht UR - https://doi.org/10.1007/978-1-4020-8872-8 DO - 10.1007/978-1-4020-8872-8 ID - Gilbert2009 ER - TY - BOOK AU - Gilligan, K. AU - Hodgkiss, A. AU - Thomas, M. AU - Farran, E. PY - 2017 DA - 2017// TI - The role of spatial skills in mathematics cognition: Evidence from children aged 5–10 years ID - Gilligan2017 ER - TY - JOUR AU - Gobet, F. AU - Simon, H. A. PY - 1998 DA - 1998// TI - Expert chess memory: Revisiting the chunking hypothesis JO - Memory VL - 6 UR - https://doi.org/10.1080/741942359. DO - 10.1080/741942359. ID - Gobet1998 ER - TY - JOUR AU - Goldstone, R. L. AU - Barsalou, L. W. PY - 1998 DA - 1998// TI - Reuniting perception and conception JO - Cognition VL - 65 UR - https://doi.org/10.1016/S0010-0277(97)00047-4. DO - 10.1016/S0010-0277(97)00047-4. ID - Goldstone1998 ER - TY - JOUR AU - Goodwin, W. M. PY - 2008 DA - 2008// TI - Structural formulas and explanation in organic chemistry JO - Foundations of Chemistry VL - 10 UR - https://doi.org/10.1007/s10698-007-9033-2. DO - 10.1007/s10698-007-9033-2. ID - Goodwin2008 ER - TY - JOUR AU - Graham, M. J. AU - Frederick, J. AU - Byars-Winston, A. AU - Hunter, A. -. B. AU - Handelsman, J. PY - 2013 DA - 2013// TI - Increasing Persistence of College Students in STEM JO - Science VL - 341 UR - https://doi.org/10.1126/science.1240487 DO - 10.1126/science.1240487 ID - Graham2013 ER - TY - BOOK AU - Guay, R. B. PY - 1977 DA - 1977// TI - Purdue spatial visualization test-visualization of rotations. W PB - Purdue Research Foundation CY - Lafayette, IN ID - Guay1977 ER - TY - JOUR AU - Habraken, C. L. PY - 1996 DA - 1996// TI - Perceptions of chemistry: Why is the common perception of chemistry, the most visual of sciences, so distorted? JO - Journal of Science Education and Technology VL - 5 UR - https://doi.org/10.1007/BF01575303 DO - 10.1007/BF01575303 ID - Habraken1996 ER - TY - JOUR AU - Hambrick, D. Z. AU - Libarkin, J. C. AU - Petcovic, H. L. AU - Baker, K. M. AU - Elkins, J. AU - Callahan, C. N. PY - 2012 DA - 2012// TI - A test of the circumvention-of-limits hypothesis in scientific problem solving: The case of geological bedrock mapping JO - Journal of Experimental Psychology General VL - 141 UR - https://doi.org/10.1037/a0025927. DO - 10.1037/a0025927. ID - Hambrick2012 ER - TY - JOUR AU - Harle, M. AU - Towns, M. PY - 2011 DA - 2011// TI - A review of spatial ability literature, its connection to chemistry, and implications for instruction JO - Journal of Chemical Education VL - 88 UR - https://doi.org/10.1021/ed900003n. DO - 10.1021/ed900003n. ID - Harle2011 ER - TY - JOUR AU - Hayden, K. AU - Ouyang, Y. AU - Scinski, L. AU - Olszewski, B. AU - Bielefeldt, T. PY - 2011 DA - 2011// TI - Increasing student interest and attitudes in STEM: Professional development and activities to engage and inspire learners JO - Contemporary Issues in Technology and Teacher Education VL - 11 ID - Hayden2011 ER - TY - CHAP AU - Hegarty, M. AU - Crookes, R. D. AU - Dara-Abrams, D. AU - Shipley, T. F. PY - 2010 DA - 2010// TI - Do all science disciplines rely on spatial abilities? Preliminary evidence from self-report questionnaires BT - Spatial Cognition VII, Lecture Notes in Computer Science, 6222 PB - Springer CY - Berlin ID - Hegarty2010 ER - TY - CHAP AU - Hegarty, M. AU - Keehner, M. AU - Cohen, C. AU - Montello, D. R. AU - Lippa, Y. ED - Allen, G. PY - 2007 DA - 2007// TI - The role of spatial cognition in medicine: Applications for selecting and training professionals BT - Applied spatial cognition: From research to cognitive technology PB - Lawrence Erlbaum CY - Hillsdale ID - Hegarty2007 ER - TY - JOUR AU - Hegarty, M. AU - Waller, D. PY - 2004 DA - 2004// TI - A dissociation between mental rotation and perspective-taking spatial abilities JO - Intelligence VL - 32 UR - https://doi.org/10.1016/j.intell.2003.12.001. DO - 10.1016/j.intell.2003.12.001. ID - Hegarty2004 ER - TY - JOUR AU - Held, R. T. AU - Hui, T. T. PY - 2011 DA - 2011// TI - A guide to stereoscopic 3D displays in medicine JO - Academic Radiology VL - 18 UR - https://doi.org/10.1016/j.acra.2011.04.005. DO - 10.1016/j.acra.2011.04.005. ID - Held2011 ER - TY - JOUR AU - Hemler, D. AU - Repine, T. PY - 2006 DA - 2006// TI - Teachers doing science: An authentic geology research experience for teachers JO - Journal of Geoscience Education VL - 54 UR - https://doi.org/10.5408/1089-9995-54.2.93. DO - 10.5408/1089-9995-54.2.93. ID - Hemler2006 ER - TY - CHAP AU - Hickson, T. PY - 2005 DA - 2005// TI - Sedimentology and stratigraphy BT - Goals database ID - Hickson2005 ER - TY - JOUR AU - Holden, M. P. AU - Curby, K. M. AU - Newcombe, N. S. AU - Shipley, T. F. PY - 2010 DA - 2010// TI - A category adjustment approach to memory for spatial location in natural scenes JO - Journal of Experimental Psychology: Learning, Memory, and Cognition VL - 36 UR - https://doi.org/10.1037/a0019293. DO - 10.1037/a0019293. ID - Holden2010 ER - TY - JOUR AU - Holden, M. P. AU - Newcombe, N. S. AU - Resnick, I. AU - Shipley, T. F. PY - 2016 DA - 2016// TI - Seeing like a geologist: Bayesian use of expert categories in location memory JO - Cognitive Science VL - 40 UR - https://doi.org/10.1111/cogs.12229. DO - 10.1111/cogs.12229. ID - Holden2016 ER - TY - JOUR AU - Huttenlocher, J. AU - Hedges, L. V. AU - Duncan, S. PY - 1991 DA - 1991// TI - Categories and particulars: Prototype effects in estimating spatial location JO - Psychological Review VL - 98 UR - https://doi.org/10.1037/0033-295x.98.3.352. DO - 10.1037/0033-295x.98.3.352. ID - Huttenlocher1991 ER - TY - JOUR AU - Ishikawa, T. AU - Kastens, K. A. PY - 2005 DA - 2005// TI - Why some students have trouble with maps and other spatial representations JO - Journal of Geoscience Education VL - 53 UR - https://doi.org/10.5408/1089-9995-53.2.184. DO - 10.5408/1089-9995-53.2.184. ID - Ishikawa2005 ER - TY - JOUR AU - Johnstone, A. H. PY - 1982 DA - 1982// TI - Macro and microchemistry JO - The School Science Review VL - 64 ID - Johnstone1982 ER - TY - JOUR AU - Johnstone, A. H. PY - 1991 DA - 1991// TI - Why is science difficult to learn? Things are seldom what they seem JO - Journal of Computer Assisted Learning VL - 7 UR - https://doi.org/10.1111/j.1365-2729.1991.tb00230.x. DO - 10.1111/j.1365-2729.1991.tb00230.x. ID - Johnstone1991 ER - TY - JOUR AU - Kali, Y. AU - Orion, N. PY - 1996 DA - 1996// TI - Spatial abilities of high-school students in the perception of geologic structures JO - Journal of Research in Science Teaching VL - 33 UR - https://doi.org/3.0.CO;2-Q DO - 3.0.CO;2-Q ID - Kali1996 ER - TY - STD TI - Kastens, K. A., Manduca, C. A., Cervato, C., Frodeman, R., Goodwin, C., Liben, L. S., … Titus, S. (2009). How geoscientists think and learn. Eos, Transactions American Geophysical Union, 90(31), 265–266. https://doi.org/10.1029/2009EO310001. ID - ref55 ER - TY - JOUR AU - Kastens, K. A. AU - Shipley, T. F. AU - Boone, A. P. AU - Straccia, F. PY - 2016 DA - 2016// TI - What geoscience experts and novices look at, and what they see, when viewing data visualizations JO - Journal of Astronomy & Earth Sciences Education VL - 3 ID - Kastens2016 ER - TY - JOUR AU - Keehner, M. M. AU - Tendick, F. AU - Meng, M. V. AU - Anwar, H. P. AU - Hegarty, M. AU - Stoller, M. L. AU - Duh, Q. -. Y. PY - 2004 DA - 2004// TI - Spatial ability, experience, and skill in laparoscopic surgery JO - American Journal of Surgery VL - 188 UR - https://doi.org/10.1016/j.amjsurg.2003.12.059. DO - 10.1016/j.amjsurg.2003.12.059. ID - Keehner2004 ER - TY - JOUR AU - Keig, P. F. AU - Rubba, P. A. PY - 1993 DA - 1993// TI - Translation of representations of the structure of matter and its relationship to reasoning, gender, spatial reasoning, and specific prior knowledge JO - Journal of Research in Science Teaching VL - 30 UR - https://doi.org/10.1002/tea.3660300807. DO - 10.1002/tea.3660300807. ID - Keig1993 ER - TY - JOUR AU - Kelly, J. W. AU - McNamara, T. P. AU - Bodenheimer, B. AU - Carr, T. H. AU - Rieser, J. J. PY - 2008 DA - 2008// TI - The shape of human navigation: How environmental geometry is used in maintenance of spatial orientation JO - Cognition VL - 109 UR - https://doi.org/10.1016/j.cognition.2008.09.001. DO - 10.1016/j.cognition.2008.09.001. ID - Kelly2008 ER - TY - JOUR AU - Kozhevnikov, M. AU - Hegarty, M. PY - 2001 DA - 2001// TI - A dissociation between object manipulation spatial ability and spatial orientation ability JO - Memory & Cognition VL - 29 UR - https://doi.org/10.3758/bf03200477. DO - 10.3758/bf03200477. ID - Kozhevnikov2001 ER - TY - CHAP AU - Kozhevnikov, M. AU - Hegarty, M. AU - Mayer, R. ED - Anderson, M. ED - Meyer, B. ED - Olivier, P. PY - 2002 DA - 2002// TI - Spatial abilities in problem solving in kinematics BT - Diagrammatic representation and reasoning PB - Springer CY - London UR - https://doi.org/10.1007/978-1-4471-0109-3_9 DO - 10.1007/978-1-4471-0109-3_9 ID - Kozhevnikov2002 ER - TY - JOUR AU - Kozma, R. AU - Chin, E. AU - Russell, J. AU - Marx, N. PY - 2000 DA - 2000// TI - The roles of representations and tools in the chemistry laboratory and their implications for chemistry learning JO - Journal of the Learning Sciences VL - 9 UR - https://doi.org/10.1207/s15327809jls0902_1. DO - 10.1207/s15327809jls0902_1. ID - Kozma2000 ER - TY - CHAP AU - Liben, L. S. ED - Vasta, R. PY - 1991 DA - 1991// TI - The Piagetian water-level task: Looking beneath the surface BT - Annals of child development PB - Jessica Kingsley CY - London ID - Liben1991 ER - TY - JOUR AU - Liben, L. S. AU - Kastens, K. A. AU - Christensen, A. E. PY - 2011 DA - 2011// TI - Spatial foundations of science education: The illustrative case of instruction on introductory geological concepts JO - Cognition and Instruction VL - 29 UR - https://doi.org/10.1080/07370008.2010.533596. DO - 10.1080/07370008.2010.533596. ID - Liben2011 ER - TY - CHAP AU - Liben, L. S. AU - Titus, S. J. ED - Kastens, K. A. ED - Manduca, C. A. PY - 2012 DA - 2012// TI - The importance of spatial thinking for geoscience education: Insights from the crossroads of geoscience and cognitive science BT - Earth and mind II: A synthesis of research on thinking and learning in the geosciences: Geological Society of America special paper PB - Geological Society of America CY - Boulder ID - Liben2012 ER - TY - JOUR AU - Linn, M. C. AU - Petersen, A. C. PY - 1985 DA - 1985// TI - Emergence and characterization of sex differences in spatial ability: A meta-analysis JO - Child Development VL - 56 UR - https://doi.org/10.2307/1130467 DO - 10.2307/1130467 ID - Linn1985 ER - TY - CHAP AU - Lohman, D. F. ED - Sternberg, R. J. PY - 1988 DA - 1988// TI - Spatial abilities as traits, processes, and knowledge BT - Advances in the Psychology of Human Intelligence PB - Lawrence Erlbaum CY - Mahwah ID - Lohman1988 ER - TY - JOUR AU - Lombardi, C. M. AU - Casey, B. M. AU - Pezaris, E. AU - Shadmehr, M. AU - Jong, M. PY - 2019 DA - 2019// TI - Longitudinal analysis of associations between 3-D mental rotation and mathematics reasoning skills during middle school: across and within genders JO - Journal of Cognition and Development VL - 20 UR - https://doi.org/10.1080/15248372.2019.1614592. DO - 10.1080/15248372.2019.1614592. ID - Lombardi2019 ER - TY - JOUR AU - Loomis, J. M. AU - Klatzky, R. L. AU - Lederman, S. J. PY - 1991 DA - 1991// TI - Similarity of tactual and visual picture recognition with limited field of view JO - Perception VL - 20 UR - https://doi.org/10.1068/p200167. DO - 10.1068/p200167. ID - Loomis1991 ER - TY - CHAP AU - Lowrie, T. AU - Logan, T. ED - Mix, K. S. ED - Battista, M. T. PY - 2018 DA - 2018// TI - The interaction between spatial reasoning constructs and mathematics understandings in elementary classrooms BT - Visualizing mathematics: The role of spatial reasoning in mathematical thought PB - Springer International CY - Cham UR - https://doi.org/10.1007/978-3-319-98767-5_12. DO - 10.1007/978-3-319-98767-5_12. ID - Lowrie2018 ER - TY - STD TI - Lowrie, T., Logan, T., & Ramful, A. (2016). Spatial reasoning influences students’ performance on mathematics tasks. In White, B., Chinnappan, M., & Trenholm, S. (Eds.). Opening Up Mathematics Education Research, Proceedings of the 39th Annual Conference of the Mathematics Education Research Group of Australasia, (pp. 407-414). Adelaide: MERGA. https://eric.ed.gov/?id=ED572328. UR - https://eric.ed.gov/?id=ED572328 ID - ref71 ER - TY - JOUR AU - Manduca, C. A. AU - Kastens, K. A. PY - 2012 DA - 2012// TI - Geoscience and geoscientists: Uniquely equipped to study Earth JO - Geological Society of America Special Papers VL - 486 ID - Manduca2012 ER - TY - JOUR AU - McGee, M. G. PY - 1979 DA - 1979// TI - Human spatial abilities: Psychometric studies and environmental, genetic, hormonal, and neurological influences JO - Psychological Bulletin VL - 86 UR - https://doi.org/10.1037/0033-2909.86.5.889 DO - 10.1037/0033-2909.86.5.889 ID - McGee1979 ER - TY - JOUR AU - McNamara, T. P. AU - Diwadkar, V. A. PY - 1997 DA - 1997// TI - Symmetry and asymmetry of human spatial memory JO - Cognitive Psychology VL - 34 UR - https://doi.org/10.1006/cogp.1997.0669. DO - 10.1006/cogp.1997.0669. ID - McNamara1997 ER - TY - JOUR AU - Melby-Lervåg, M. AU - Redick, T. S. AU - Hulme, C. PY - 2016 DA - 2016// TI - Working memory training does not improve performance on measures of intelligence or other measures of “far transfer.” JO - Perspectives on Psychological Science VL - 11 UR - https://doi.org/10.1177/1745691616635612. DO - 10.1177/1745691616635612. ID - Melby-Lervåg2016 ER - TY - STD TI - Miller, D. I., & Halpern, D. F. (2013). Can spatial training improve long-term outcomes for gifted STEM undergraduates? Learning and Individual Differences. https://www.sciencedirect.com/science/article/pii/S1041608012000386. UR - https://www.sciencedirect.com/science/article/pii/S1041608012000386 ID - ref76 ER - TY - JOUR AU - Mogk, D. W. AU - Goodwin, C. PY - 2012 DA - 2012// TI - Learning in the field: Synthesis of research on thinking and learning in the geosciences JO - Geological Society of America Special Papers VL - 486 ID - Mogk2012 ER - TY - JOUR AU - Moran, J. AU - Desimone, R. PY - 1985 DA - 1985// TI - Selective attention gates visual processing in the extrastriate cortex JO - Science VL - 229 UR - https://doi.org/10.1126/science.4023713. DO - 10.1126/science.4023713. ID - Moran1985 ER - TY - BOOK PY - 2019 DA - 2019// TI - Geoscience concepts – Geology ID - ref79 ER - TY - BOOK PY - 2006 DA - 2006// TI - Learning to think spatially PB - National Academies Press CY - Washington, DC ID - ref80 ER - TY - BOOK PY - 2012 DA - 2012// TI - A framework for K-12 science education: Practices, crosscutting concepts, and core ideas PB - National Academies Press CY - Washington, DC ID - ref81 ER - TY - BOOK PY - 2012 DA - 2012// TI - Discipline-based education research: Understanding and improving learning in undergraduate science and engineering PB - National Academies Press CY - Washington, DC ID - ref82 ER - TY - BOOK PY - 2018 DA - 2018// TI - National Science Board: Science & engineering indicators 2018 ID - ref83 ER - TY - JOUR AU - Nazareth, A. AU - Newcombe, N. S. AU - Shipley, T. F. AU - Velazquez, M. AU - Weisberg, S. M. PY - 2019 DA - 2019// TI - Beyond small-scale spatial skills: Navigation skills and geoscience education JO - Cognitive Research: Principles and Implications VL - 4 UR - https://doi.org/10.1186/s41235-019-0167-2. DO - 10.1186/s41235-019-0167-2. ID - Nazareth2019 ER - TY - JOUR AU - Newcombe, N. AU - Huttenlocher, J. AU - Sandberg, E. AU - Lie, E. AU - Johnson, S. PY - 1999 DA - 1999// TI - What do misestimations and asymmetries in spatial judgement indicate about spatial representation? JO - Journal of Experimental Psychology. Learning, Memory, and Cognition VL - 25 UR - https://doi.org/10.1037/0278-7393.25.4.986. DO - 10.1037/0278-7393.25.4.986. ID - Newcombe1999 ER - TY - CHAP AU - Newcombe, N. S. AU - Shipley, T. F. ED - Gero, J. PY - 2015 DA - 2015// TI - Thinking about spatial thinking: New typology, new Assessments BT - Studying visual and spatial reasoning for design creativity PB - Springer Netherlands CY - Dordrecht ID - Newcombe2015 ER - TY - BOOK AU - Oltman, P. K. AU - Raskin, E. AU - Witkin, H. A. PY - 1971 DA - 1971// TI - Group embedded figures test PB - Consulting Psychologists Press CY - Palo Alto ID - Oltman1971 ER - TY - JOUR AU - Ormand, C. J. AU - Manduca, C. AU - Shipley, T. F. AU - Tikoff, B. AU - Harwood, C. L. AU - Atit, K. AU - Boone, A. P. PY - 2014 DA - 2014// TI - Evaluating geoscience students’ spatial thinking skills in a multi-institutional classroom study JO - Journal of Geoscience Education VL - 62 UR - https://doi.org/10.5408/13-027.1. DO - 10.5408/13-027.1. ID - Ormand2014 ER - TY - STD TI - Ormand, C. J., Shipley, T. F., Tikoff, B., Dutrow, B., Goodwin, L. B., Hickson, T., … Resnick, I. (2017). The Spatial Thinking Workbook: A research-validated spatial skills curriculum for geology majors. Journal of Geoscience Education, 65(4), 423–434. https://doi.org/10.5408/16-210.1. ID - ref89 ER - TY - JOUR AU - Padalkar, S. AU - Hegarty, M. PY - 2015 DA - 2015// TI - Models as feedback: Developing representational competence in chemistry JO - Journal of Educational Psychology VL - 107 UR - https://doi.org/10.1037/a0037516 DO - 10.1037/a0037516 ID - Padalkar2015 ER - TY - BOOK AU - Paterson, D. G. AU - Elliot, R. M. AU - Anderson, L. D. AU - Toops, H. A. AU - Heidbreder, E. PY - 1930 DA - 1930// TI - Minnesota mechanical ability tests: The report of a research investigation subsidized by the Committee on Human Migrations of the National Research Council and conducted in the Department of Psychology of the University of Minnesota PB - University of Minnesota Press CY - Minneapolis ID - Paterson1930 ER - TY - JOUR AU - Petcovic, H. L. AU - Libarkin, J. C. PY - 2007 DA - 2007// TI - Research in science education: The expert-novice continuum JO - Journal of Geoscience Education VL - 55 UR - https://doi.org/10.1080/10899995.2007.12028060. DO - 10.1080/10899995.2007.12028060. ID - Petcovic2007 ER - TY - BOOK AU - Petcovic, H. L. AU - Ormand, C. J. AU - Krantz, B. PY - 2016 DA - 2016// TI - Earth, mind, and paper: Field sketches as expert representations of the Hat Creek fault zone UR - https://doi.org/10.1306/13561992M1113675 DO - 10.1306/13561992M1113675 ID - Petcovic2016 ER - TY - JOUR AU - Petcovic, H. L. AU - Stokes, A. AU - Caulkins, J. L. PY - 2014 DA - 2014// TI - Geoscientists’ perceptions of the value of undergraduate field education JO - GSA Today VL - 24 UR - https://doi.org/10.1130/GSATG196A.1 DO - 10.1130/GSATG196A.1 ID - Petcovic2014 ER - TY - BOOK AU - Piaget, J. AU - Inhelder, B. PY - 1956 DA - 1956// TI - The child’s conception of space PB - Kegan Paul CY - London ID - Piaget1956 ER - TY - CHAP AU - Piburn, M. D. AU - Reynolds, S. J. AU - Leedy, D. E. AU - McAuliffe, C. M. AU - Birk, J. P. AU - Johnson, J. K. PY - 2002 DA - 2002// TI - The hidden earth: Visualization of geologic features and their subsurface geometry BT - Annual Meeting of the National Association for Research in Science Teaching, New Orleans ID - Piburn2002 ER - TY - JOUR AU - Rebelsky, F. PY - 1964 DA - 1964// TI - Adult perception of the horizontal JO - Perceptual and Motor Skills VL - 19 UR - https://doi.org/10.2466/pms.1964.19.2.371. DO - 10.2466/pms.1964.19.2.371. ID - Rebelsky1964 ER - TY - JOUR AU - Redick, T. S. AU - Shipstead, Z. AU - Harrison, T. L. AU - Hicks, K. L. AU - Fried, D. E. AU - Hambrick, D. Z. PY - 2013 DA - 2013// TI - No evidence of intelligence improvement after working memory training: A randomized, placebo-controlled study JO - Journal of Experimental Psychology: General VL - 142 UR - https://doi.org/10.1037/a0029082. DO - 10.1037/a0029082. ID - Redick2013 ER - TY - STD TI - Resnick, I., & Shipley, T. F. (2013). Breaking new ground in the mind: An initial study of mental brittle transformation and mental rigid rotation in science experts, Cognitive Processing, 14, 143–152. https://doi.org/10.1007/s10339-013-0548-2. ID - ref99 ER - TY - JOUR AU - Reynolds, S. J. PY - 2012 DA - 2012// TI - Some important aspects of spatial cognition in field geology JO - Earth & Mind II: Synthesis of Research on Thinking and Learning in the Geosciences. Geological Society of America Special Publication VL - 486 ID - Reynolds2012 ER - TY - CHAP AU - Reynolds, S. J. AU - Johnson, J. K. AU - Piburn, M. D. AU - Leedy, D. E. AU - Coyan, J. A. AU - Busch, M. M. ED - Gilbert, J. K. PY - 2005 DA - 2005// TI - Visualization in undergraduate geology courses BT - Visualization in science education PB - Springer Netherlands CY - Dordrecht UR - https://doi.org/10.1007/1-4020-3613-2_13 DO - 10.1007/1-4020-3613-2_13 ID - Reynolds2005 ER - TY - JOUR AU - Risucci, D. AU - Geiss, A. AU - Gellman, L. AU - Pinard, B. AU - Rosser, J. PY - 2001 DA - 2001// TI - Surgeon-specific factors in the acquisition of laparoscopic surgical skills JO - American Journal of Surgery VL - 181 UR - https://doi.org/10.1016/s0002-9610(01)00574-8. DO - 10.1016/s0002-9610(01)00574-8. ID - Risucci2001 ER - TY - JOUR AU - Risucci, D. A. PY - 2002 DA - 2002// TI - Visual spatial perception and surgical competence JO - The American Journal of Surgery VL - 184 UR - https://doi.org/10.1016/s0002-9610(02)00937-6. DO - 10.1016/s0002-9610(02)00937-6. ID - Risucci2002 ER - TY - JOUR AU - Shea, D. L. AU - Lubinski, D. AU - Benbow, C. P. PY - 2001 DA - 2001// TI - Importance of assessing spatial ability in intellectually talented young adolescents: A 20-year longitudinal study JO - Journal of Educational Psychology VL - 93 UR - https://doi.org/10.1037/0022-0663.93.3.604. DO - 10.1037/0022-0663.93.3.604. ID - Shea2001 ER - TY - JOUR AU - Shepard, R. N. AU - Metzler, J. PY - 1971 DA - 1971// TI - Mental rotation of three-dimensional objects JO - Science VL - 171 UR - https://doi.org/10.1126/science.171.3972.701. DO - 10.1126/science.171.3972.701. ID - Shepard1971 ER - TY - BOOK AU - Shipley, T. F. AU - Tikoff, B. PY - 2016 DA - 2016// TI - Linking cognitive science and disciplinary geoscience practice: The importance of the conceptual model UR - https://doi.org/10.1306/13561994M1113677 DO - 10.1306/13561994M1113677 ID - Shipley2016 ER - TY - JOUR AU - Sorby, S. AU - Veurink, N. AU - Streiner, S. PY - 2018 DA - 2018// TI - Does spatial skills instruction improve STEM outcomes? The answer is “yes.” JO - Learning and Individual Differences VL - 67 UR - https://doi.org/10.1016/j.lindif.2018.09.001 DO - 10.1016/j.lindif.2018.09.001 ID - Sorby2018 ER - TY - JOUR AU - Sorby, S. A. PY - 2007 DA - 2007// TI - Developing 3D spatial skills for engineering students JO - Australasian Journal of Engineering Education VL - 13 UR - https://doi.org/10.1080/22054952.2007.11463998. DO - 10.1080/22054952.2007.11463998. ID - Sorby2007 ER - TY - BOOK AU - Stieff, M. PY - 2004 DA - 2004// TI - A localized model of spatial cognition in chemistry ID - Stieff2004 ER - TY - JOUR AU - Stieff, M. PY - 2007 DA - 2007// TI - Mental rotation and diagrammatic reasoning in science JO - Learning and Instruction VL - 17 UR - https://doi.org/10.1016/j.learninstruc.2007.01.012. DO - 10.1016/j.learninstruc.2007.01.012. ID - Stieff2007 ER - TY - JOUR AU - Stieff, M. PY - 2011 DA - 2011// TI - Improving representational competence using molecular simulations embedded in inquiry activities JO - Journal of Research in Science Teaching VL - 48 UR - https://doi.org/10.1002/tea.20438. DO - 10.1002/tea.20438. ID - Stieff2011 ER - TY - JOUR AU - Stieff, M. AU - Dixon, B. L. AU - Ryu, M. AU - Kumi, B. C. AU - Hegarty, M. PY - 2014 DA - 2014// TI - Strategy training eliminates sex differences in spatial problem solving in a stem domain JO - Journal of Educational Psychology VL - 106 UR - https://doi.org/10.1037/a0034823. DO - 10.1037/a0034823. ID - Stieff2014 ER - TY - JOUR AU - Stieff, M. AU - Lira, M. E. AU - Scopelitis, S. A. PY - 2016 DA - 2016// TI - Gesture supports spatial thinking in STEM JO - Cognition and Instruction VL - 34 UR - https://doi.org/10.1080/07370008.2016.1145122. DO - 10.1080/07370008.2016.1145122. ID - Stieff2016 ER - TY - JOUR AU - Stieff, M. AU - Origenes, A. AU - DeSutter, D. AU - Lira, M. AU - Banevicius, L. AU - Tabang, D. AU - Cabel, G. PY - 2018 DA - 2018// TI - Operational constraints on the mental rotation of STEM representations JO - Journal of Educational Psychology VL - 110 UR - https://doi.org/10.1037/edu0000258. DO - 10.1037/edu0000258. ID - Stieff2018 ER - TY - JOUR AU - Stieff, M. AU - Raje, S. PY - 2010 DA - 2010// TI - Expert algorithmic and imagistic problem solving strategies in advanced chemistry JO - Spatial Cognition and Computation VL - 10 UR - https://doi.org/10.1080/13875860903453332. DO - 10.1080/13875860903453332. ID - Stieff2010 ER - TY - JOUR AU - Stieff, M. AU - Uttal, D. PY - 2015 DA - 2015// TI - How much can spatial training improve STEM achievement? JO - Educational Psychology Review VL - 27 UR - https://doi.org/10.1007/s10648-015-9304-8. DO - 10.1007/s10648-015-9304-8. ID - Stieff2015 ER - TY - JOUR AU - Stull, A. T. AU - Hegarty, M. PY - 2016 DA - 2016// TI - Model manipulation and learning: Fostering representational competence with virtual and concrete models JO - Journal of Educational Psychology VL - 108 UR - https://doi.org/10.1037/edu0000077 DO - 10.1037/edu0000077 ID - Stull2016 ER - TY - JOUR AU - Stull, A. T. AU - Hegarty, M. AU - Dixon, B. AU - Stieff, M. PY - 2012 DA - 2012// TI - Representational translation with concrete models in organic chemistry JO - Cognition and Instruction VL - 30 UR - https://doi.org/10.1080/07370008.2012.719956. DO - 10.1080/07370008.2012.719956. ID - Stull2012 ER - TY - BOOK AU - Tarampi, M. R. AU - Atit, K. AU - Petcovic, H. L. AU - Shipley, T. F. AU - Hegarty, M. PY - 2016 DA - 2016// TI - Spatial skills in expert structural geologists UR - https://doi.org/10.1306/13561986M1113672 DO - 10.1306/13561986M1113672 ID - Tarampi2016 ER - TY - JOUR AU - Tartre, L. A. PY - 1990 DA - 1990// TI - Spatial orientation skill and mathematical problem solving JO - Journal for Research in Mathematics Education VL - 21 UR - https://doi.org/10.2307/749375. DO - 10.2307/749375. ID - Tartre1990 ER - TY - JOUR AU - Tendick, F. AU - Downes, M. AU - Goktekin, T. AU - Cavusoglu, M. C. AU - Feygin, D. AU - Wu, X. PY - 2000 DA - 2000// TI - A virtual environment testbed for training laparoscopic surgical skills JO - Presence: Teleoperators and Virtual Environments VL - 9 UR - https://doi.org/10.1162/105474600566772. DO - 10.1162/105474600566772. ID - Tendick2000 ER - TY - BOOK AU - Tewksbury, B. PY - 2019 DA - 2019// TI - Structural Geology and Tectonics ID - Tewksbury2019 ER - TY - JOUR AU - Thomas, H. AU - Jamison, W. AU - Hummel, D. D. PY - 1973 DA - 1973// TI - Observation Is Insufficient for Discovering that the Surface of Still Water Is Invariantly Horizontal JO - Science VL - 181 UR - https://doi.org/10.1126/science.181.4095.173 DO - 10.1126/science.181.4095.173 ID - Thomas1973 ER - TY - BOOK AU - Thurstone, L. L. AU - Thurstone, T. G. PY - 1941 DA - 1941// TI - Factorial studies of intelligence PB - University of Chicago CY - Chicago ID - Thurstone1941 ER - TY - CHAP AU - Treagust, D. F. AU - Chittleborough, G. D. ED - Gail, C. ED - Brophy, J. PY - 2001 DA - 2001// TI - Chemistry: A matter of understanding representations BT - Subject-specific instructional methods and activities PB - Emerald Group Publishing CY - Bingley UR - https://doi.org/10.1016/S1479-3687(01)80029-8 DO - 10.1016/S1479-3687(01)80029-8 ID - Treagust2001 ER - TY - JOUR AU - Tversky, B. PY - 1981 DA - 1981// TI - Distortions in memory for maps JO - Cognitive Psychology VL - 13 UR - https://doi.org/10.1016/0010-0285(81)90016-5. DO - 10.1016/0010-0285(81)90016-5. ID - Tversky1981 ER - TY - CHAP AU - Uttal, D. H. AU - Cohen, C. A. PY - 2012 DA - 2012// TI - Spatial thinking and STEM education: When, why, and how? BT - Psychology of learning and motivation PB - Elsevier CY - Amsterdam UR - https://doi.org/10.1016/B978-0-12-394293-7.00004-2 DO - 10.1016/B978-0-12-394293-7.00004-2 ID - Uttal2012 ER - TY - JOUR AU - Vandenberg, S. G. AU - Kuse, A. R. PY - 1978 DA - 1978// TI - Mental rotations, a group test of three-dimensional spatial visualization JO - Perceptual and Motor Skills VL - 47 UR - https://doi.org/10.2466/pms.1978.47.2.599. DO - 10.2466/pms.1978.47.2.599. ID - Vandenberg1978 ER - TY - JOUR AU - Wai, J. AU - Lubinski, D. AU - Benbow, C. P. PY - 2009 DA - 2009// TI - Spatial ability for STEM domains: Aligning over 50 years of cumulative psychological knowledge solidifies its importance JO - Journal of Educational Psychology VL - 101 UR - https://doi.org/10.1037/a0016127. DO - 10.1037/a0016127. ID - Wai2009 ER - TY - JOUR AU - Wanzel, K. R. AU - Hamstra, S. J. AU - Anastakis, D. J. AU - Matsumoto, E. D. AU - Cusimano, M. D. PY - 2002 DA - 2002// TI - Effect of visual-spatial ability on learning of spatially-complex surgical skills JO - The Lancet VL - 359 UR - https://doi.org/10.1016/S0140-6736(02)07441-X. DO - 10.1016/S0140-6736(02)07441-X. ID - Wanzel2002 ER - TY - JOUR AU - Weisberg, S. M. AU - Newcombe, N. S. PY - 2016 DA - 2016// TI - How do (some) people make a cognitive map? Routes, places, and working memory JO - Journal of Experimental Psychology. Learning, Memory, and Cognition VL - 42 UR - https://doi.org/10.1037/xlm0000200. DO - 10.1037/xlm0000200. ID - Weisberg2016 ER - TY - JOUR AU - Weisberg, S. M. AU - Schinazi, V. R. AU - Newcombe, N. S. AU - Shipley, T. F. AU - Epstein, R. A. PY - 2014 DA - 2014// TI - Variations in cognitive maps: Understanding individual differences in navigation JO - Journal of Experimental Psychology: Learning, Memory, and Cognition VL - 40 UR - https://doi.org/10.1037/a0035261. DO - 10.1037/a0035261. ID - Weisberg2014 ER - TY - BOOK AU - Witkin, H. A. AU - Dyk, R. B. AU - Fattuson, H. F. AU - Goodenough, D. R. AU - Karp, S. A. PY - 1962 DA - 1962// TI - Psychological differentiation: Studies of development PB - Wiley CY - New York UR - https://doi.org/10.1037/13128-000 DO - 10.1037/13128-000 ID - Witkin1962 ER - TY - JOUR AU - Wu, B. AU - Klatzky, R. L. AU - Stetten, G. PY - 2010 DA - 2010// TI - Visualizing 3D objects from 2D cross sectional images displayed in-situ versus ex-situ JO - Journal of Experimental Psychology: Applied VL - 16 UR - https://doi.org/10.1037/a0018373. DO - 10.1037/a0018373. ID - Wu2010 ER - TY - JOUR AU - Wu, H. -. K. AU - Shah, P. PY - 2004 DA - 2004// TI - Exploring visuospatial thinking in chemistry learning JO - Science Education VL - 88 UR - https://doi.org/10.1002/sce.10126. DO - 10.1002/sce.10126. ID - Wu2004 ER -