TY - JOUR
T1 - When do spatial abilities support student comprehension of STEM visualizations?
AU - Hinze, Scott R.
AU - Williamson, Vickie M.
AU - Shultz, Mary Jane
AU - Williamson, Kenneth C.
AU - Deslongchamps, Ghislain
AU - Rapp, David N.
N1 - Funding Information:
Acknowledgments This work was funded by REESE grants #0907780 and #0908130 from the National Science Foundation to PIs Dr. David N. Rapp and Dr. Mary Jane Shultz.
PY - 2013/5
Y1 - 2013/5
N2 - Spatial visualization abilities are positively related to performance on science, technology, engineering, and math tasks, but this relationship is influenced by task demands and learner strategies. In two studies, we illustrate these interactions by demonstrating situations in which greater spatial ability leads to problematic performance. In Study 1, chemistry students observed and explained sets of simultaneously presented displays depicting chemical phenomena at macroscopic and particulate levels of representation. Prior to viewing, the students were asked to make predictions at the macroscopic level. Eye movement analyses revealed that greater spatial ability was associated with greater focus on the prediction-relevant macroscopic level. Unfortunately, that restricted focus was also associated with lower-quality explanations of the phenomena. In Study 2, we presented the same displays but manipulated whether participants were asked to make predictions prior to viewing. Spatial ability was again associated with restricted focus, but only for students who completed the prediction task. Eliminating the prediction task encouraged attempts to integrate the displays that related positively to performance, especially for participants with high spatial ability. Spatial abilities can be recruited in effective or ineffective ways depending on alignments between the demands of a task and the approaches individuals adopt for completing that task.
AB - Spatial visualization abilities are positively related to performance on science, technology, engineering, and math tasks, but this relationship is influenced by task demands and learner strategies. In two studies, we illustrate these interactions by demonstrating situations in which greater spatial ability leads to problematic performance. In Study 1, chemistry students observed and explained sets of simultaneously presented displays depicting chemical phenomena at macroscopic and particulate levels of representation. Prior to viewing, the students were asked to make predictions at the macroscopic level. Eye movement analyses revealed that greater spatial ability was associated with greater focus on the prediction-relevant macroscopic level. Unfortunately, that restricted focus was also associated with lower-quality explanations of the phenomena. In Study 2, we presented the same displays but manipulated whether participants were asked to make predictions prior to viewing. Spatial ability was again associated with restricted focus, but only for students who completed the prediction task. Eliminating the prediction task encouraged attempts to integrate the displays that related positively to performance, especially for participants with high spatial ability. Spatial abilities can be recruited in effective or ineffective ways depending on alignments between the demands of a task and the approaches individuals adopt for completing that task.
KW - Learning
KW - STEM
KW - Spatial cognition
KW - Visualizations
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U2 - 10.1007/s10339-013-0539-3
DO - 10.1007/s10339-013-0539-3
M3 - Article
C2 - 23381193
AN - SCOPUS:84882575823
SN - 1612-4782
VL - 14
SP - 129
EP - 142
JO - Cognitive Processing
JF - Cognitive Processing
IS - 2
ER -