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A new survey of student attitudes toward statistics: the S-SOMAS
The Student Survey of Motivational Attitudes toward Statistics (S-SOMAS) is a new instrument designed to measure affective outcomes in …
Validity Evidence for Statistics Education Instruments: Findings and Best Practices
Appropriate validity evidence is essential when interpreting scores from tests and instruments. In statistics education, the …
A model for the classroom environment
The Motivational Attitudes in Statistics and Data Science Education Research group are developing a family of validated instruments: …
The big picture: a family of instruments for understanding university-level statistics and data science attitudes
Attitudes matter in statistics and data science education, but previous instruments have been limited in scope, resulting in many …
The SOMAS/DS Family of Instruments to Measure Students, Instructors and Learning Environment