%0 Journal Article %T Reasoning with Multivariate Evidence %A Jim Ridgway %A James Nicholson %A Sean McCusker %J International Electronic Journal of Mathematics Education %D 2007 %I Gokkusagi Ltd. %X We report a study where 195 students aged 12 to 15 years were presented with computer-based tasks that require reasoning with multivariate data, together with paper-based tasks from a well established scale of statistical literacy. The computer tasks were cognitively more complex, but were only slightly more difficult than paper tasks. All the tasks fitted well onto a single Rasch scale. Implications for the curriculum, and public presentations of data are discussed. %K Multivariate Data %K Curriculum %K Rasch Scaling %K Hierarchies %K Statistical Reasoning %K Statistical Literacy %K Assessment %U http://www.iejme.com/032007/d8.pdf