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Spatial Visualization in Physics Problem Solving
Open accessAbstract
Three studies were conducted to examine the relation of spatial visualization to solving kinematics problems that involved either predicting the two‐dimensional motion of an object, translating from one frame of reference to another, or interpreting kinematics graphs. In Study 1, 60 physics‐naíve students were administered kinematics problems and spatial visualization ability tests. In Study 2, 17 (8 high‐ and 9 low‐spatial ability) additional students completed think‐aloud protocols while they solved the kinematics problems. In Study 3, the eye movements of fifteen (9 high‐ and 6 low‐spatial ability) students were recorded while the students solved kinematics problems. In contrast to high‐spatial students, most low‐spatial students did not combine two motion vectors, were unable to switch frames of reference, and tended to interpret graphs literally. The results of the study suggest an important relationship between spatial visualization ability and solving kinematics problems with multiple spatial parameters.
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“Spatial cognition is known to underpin more advanced cognitive abilities (Kozhevnikov et al., 2007; Newcombe, 2010; Young et al., 2018).”
From Does Spatial Cognition Emerge in Frontier Models? (2024) · cites this paper as Kozhevnikov et al., 2007
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Citations
Cites
Human Cognitive Abilities: A Survey of Factor-Analytic Studies
Carroll, J. B. (1993) · doi:10.1017/cbo9780511571312 · Cited by 4,121
Hestenes, D., Wells, M., & Swackhamer, G. (1992) · The Physics Teacher · doi:10.1119/1.2343497 · Cited by 3,235
(2014) · doi:10.4324/9781315799681 · Cited by 2,174
Advances in the Psychology of Human Intelligence
Sternberg, R. J. (2014) · Psychology Press eBooks · doi:10.4324/9781315808246 · Cited by 1,771
Miyake, A., Friedman, N. P., Rettinger, D. A., Shah, P., & Hegarty, M. (2001) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.130.4.621 · Cited by 1,139
Self-citationThe initial knowledge state of college physics students
Halloun, I. A., & Hestenes, D. (1985) · American Journal of Physics · doi:10.1119/1.14030 · Cited by 1,105
Shah, P., & Miyake, A. (1996) · Journal of Experimental Psychology General · doi:10.1037/0096-3445.125.1.4 · Cited by 950
Testing student interpretation of kinematics graphs
Beichner, R. J. (1994) · American Journal of Physics · doi:10.1119/1.17449 · Cited by 670
McCloskey, M. E. (2014) · Psychology Press eBooks · doi:10.4324/9781315802725-17 · Cited by 593
Student difficulties in connecting graphs and physics: Examples from kinematics
McDermott, L. C., Rosenquist, M. L., & van Zee, E. H. (1987) · American Journal of Physics · doi:10.1119/1.15104 · Cited by 592
Research works printed but not linked: 10
- Clement J., 1983, Mental models, 325
- 1991, Dictionary of Occupation Titles
- Ekstrom R. B., 1976, Manual for kit of factor referenced cognitive tests
- Ericsson K. A., 1991, Toward a general theory of expertise
- Hegarty M., 1999, Visual and Spatial Reasoning in Design
- 10.1037/0096-1523.21.6.1391 · DOI
- Larkin J. H., 1982, Mental Models, 75
- 10.1037/0096-1523.19.6.1183 · DOI
- McCloskey M., 1983, Mental Models, 229
- Miller A. I., 1986, Imagery in Scientific Thought
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الأشقر, س. ف. ا. (2017) · المجلة المصرية للتربية العلمية · doi:10.21608/mktm.2017.113300
Jung, Y.-S., Lee, J., & Kim, J. B. (2016) · Journal of Gifted/Talented Education · doi:10.9722/jgte.2016.26.1.101
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Call, B. J. (2021) · Digital Commons - USU (Utah State University) · doi:10.26076/8460-4a55
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Malkogeorgou, S., & Duffy, G. (2022) · Annual Conference of the European Society for Engineering Education (SEFI) · doi:10.5821/conference-9788412322262.1379
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Metadata
- Authors
- Kozhevnikov, M., Motes, M. A., & Hegarty, M.
- Affiliations
- The University of Texas at Dallas (US)
- University of California, Santa Barbara (US)
- Venue
- Cognitive Science
- Publisher
- Wiley
- Published
- 2007-07
- Volume
- 31
- Issue
- 4
- Pages
- 549-579
- ISSN
- 0364-0213 (ISSN-L)
- 1551-6709
- OpenAlex
- W2112365876
- Cited by
- 400
- References
- 37
- Citations by year
- 2026: 23 · 2025: 23 · 2024: 29 · 2023: 27 · 2022: 21 · 2021: 24 · 2020: 26 · 2019: 30 · 2018: 36 · 2017: 24 · 2016: 30 · 2015: 18 · 2014: 18 · 2013: 26 · 2012: 17
- FWCI
- 4.81
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Cognitive Science (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Science Foundation
- Office of Naval Research
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Spatial Cognition and Navigation
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Visual and Cognitive Learning Processes
- Social Sciences › Education › Educational Methods and Outcomes
- Keywords
- spatial visualization, physics education, two-dimensional motion, reference frames, kinematic diagrams, think-aloud, eye movements, spatial ability, graph interpretation
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