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The Purdue Spatial Visualization Tests: Visualization of Rotation (PSVT:R) has been commonly used to predict students’ success in the engineering field for more than three decades. However, little attention had been given to the validity of the PSVT:R in measuring spatial ability. Therefore, the purpose of this study was to validate the Revised PSVT:R for incoming first-year engineering (FYE) students. Approximately1,000 freshmen accepted by the FYE Program were participated in the study. The results indicated that the revised PSVT:R measures a unidimentional subcomponent of spatial ability and the scores are reliable (alpha = 0.85). There is evidence for moderate concurrent validity. They also indicated that the test is relatively easy for this population.