Mental Rotation Performance: Contribution of Item Features to Difficulties and Functional Adaptation

Mental rotation is an important aspect of spatial ability. While the importance of measuring mental rotation has been explored, disputes still exist within the literature surrounding sources of item difficulty in mental rotation tests (MRTs). Furthermore, gender differences in MRT performance are often seen but not fully understood. In the current study, we analyzed sources of item difficulty in a set of spatial ability test items using the Linear Logistic Test Model (LLTM). We found that items with more cubes, color differences, and higher rotational complexity tend to be more difficult, whereas items that contain occlusion, a mirrored structure, and a homogenous configuration type tend to be easier. Next, using Differential Component Functioning (DCF) analysis, we analyzed gender differences across these different item characteristics, finding that the number of cubes and color characteristics made questions more difficult for males when compared to females. The results and implications of this study are discussed in further detail.

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Publication Details

Journal
Journal of Intelligence
Published
2024-12-30
DOI
https://doi.org/10.3390/jintelligence13010002
Citations
2
Primary Topic
Spatial Cognition and Navigation
Type
article
Field-Weighted Citation Impact
0.41

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article

Mental Rotation Performance: Contribution of Item Features to Difficulties and Functional Adaptation

Daniel Oyeniran, Stefanie A. Wind, Qingzhou Shi, Joni M. Lakin et al.
2 citations
Journal of Intelligence
Spatial Cognition and Navigation
0.41
article

Mental Rotation Performance: Contribution of Item Features to Difficulties and Functional Adaptation

Daniel Oyeniran, Stefanie A. Wind, Qingzhou Shi, Joni M. Lakin, Mehdi Rajeb, Andrew T. Krist
article en
2 citations

Abstract

Mental rotation is an important aspect of spatial ability. While the importance of measuring mental rotation has been explored, disputes still exist within the literature surrounding sources of item difficulty in mental rotation tests (MRTs). Furthermore, gender differences in MRT performance are often seen but not fully understood. In the current study, we analyzed sources of item difficulty in a set of spatial ability test items using the Linear Logistic Test Model (LLTM). We found that items with more cubes, color differences, and higher rotational complexity tend to be more difficult, whereas items that contain occlusion, a mirrored structure, and a homogenous configuration type tend to be easier. Next, using Differential Component Functioning (DCF) analysis, we analyzed gender differences across these different item characteristics, finding that the number of cubes and color characteristics made questions more difficult for males when compared to females. The results and implications of this study are discussed in further detail.

Journal of IntelligenceVol. 13(1)
Northwestern University (US), University of Alabama (US)
U.S. Department of Education
Quality Education, Gender equality
Openalex Percentile: Top 37%
Spatial Cognition and Navigation
0.41
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Mental Rotation Performance: Contribution of Item Features to Difficulties and Functional Adaptation — Daniel Oyeniran, Stefanie A. Wind, et al. · Journal of Intelligence (2024) | TGRS Research Map | TGRS