Relations between spatial skills and math performance in elementary school children: A longitudinal investigation
Related Experiment Video
Updated: Feb 1, 2026

Using Cholesky Decomposition to Explore Individual Differences in Longitudinal Relations between Reading Skills
Published on: September 17, 2019
Elyssa A Geer1, Jamie M Quinn2, Colleen M Ganley1
1Department of Psychology, Florida State University.
Abstract:
Previous research has demonstrated a link between spatial and math skills. However, little research has examined this relation longitudinally. The present study examines the development of and reciprocal relations between spatial and math skills in elementary school students. We administered two spatial tasks and a math task to 312 first- through third-grade students who were tested in the spring for three consecutive school years. Linear growth models showed increases for each skill across the three school years. A random intercepts cross-lagged panel analysis indicated that controlling for task-specific (i.e., autoregressive) growth, there was a relation between spatial visualization/mental rotation at Year 1 and math performance at Year 2. In addition, math scores in Year 2 predicted Year 3 spatial visualization/mental rotation skills as well as Year 3 spatial perception skills. Further, there were significant differences in task performance depending on grade in school, and there were gender differences in spatial perception and sometimes math performance. Thus, we find some evidence for reciprocal relations between spatial and math skills over development, but our results suggest that the particular type of spatial skill measured is important to consider in studying these relations. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
Related Concept Videos
Longitudinal Research
Convolution: Math, Graphics, and Discrete Signals
To simplify the convolution integral, it is assumed that both the input signal and impulse response are zero for negative time values. The graphical convolution process...
Longitudinal Studies
Relative Risk
Factors Influencing Attraction V: Social Skills
Relative Velocity in One Dimension

