M15: StatsSkills web app: a tool for systematically practising statistics skills


By Damien Raftery, Daire Ó Broin, Denise Earle


Information

We have developed and piloted StatSkills, a web app through which learners can systematically build statistics skills (a National Forum Ireland SATLE-funded project). The app contains exercises targeting specific skills, on which learners will receive immediate, automated feedback, and through which they can track their progress. We will demonstrate StatsSkills, which is underpinned by a deliberate practice approach, focused systematic practice that leverages the testing effect and includes spaced and interleaved practice. Students can address the overwhelming nature of learning statistics skills as the app enables them to focus only on selected aspects of the performance at any one time (by choosing specific Skills within listed Skills Areas). The app allows flexible access with immediate feedback on each question. This enables learners to master specific areas and increase their confidence and self-efficacy (if they can master one skill, they can master the other ones, one at a time). We will discuss the development of over 500 questions, with each question mapped to a specific Skill, and these Skills are grouped for students into Skills Areas. Student engagement and survey responses will be presented from the current pilot involving around 100 first-year undergraduate business and marketing students in an Irish university.


Recording

Damien_Raftery_eCOTS24 Damien Raftery StatsSkills web app PDF.pdf

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