Abstract
Math attitude refers to emotional responses, beliefs, and behaviors towards mathematics. Several studies measured the relation with math learning and related variables, but very few with statistics learning. To better investigate this relation has become increasingly relevant to have a measure that ensuring multidimensionality and shortness. The aim of the present paper was to confirm the factor structure of the Lin and Huang (2014)'s ATMI - Short Form (ATMI - SF) when administered to Italian college students attending introductory statistics course, and to test its measurement invariance applying a multigroup confirmatory analysis. We also assessed the reliability and the incremental validity of the ATMI - SF by verifying whether it predicted statistics achievement over and above the effect of math knowledge. The overall findings provide that ATMI - SF is a reliable and valid measure to assess math attitude among college students who attend introductory statistics courses in non-mathematical courses.
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