Featured research
Data-Driven Scaffolding in Biosciences Education via Smart Worksheet Analytics
This study evaluated student engagement and performance in two modules after introducing Smart Worksheets in a formative context. Smart Worksheet analytics such as completion rates, mean score and autosolve % gave insight into student engagement and revealed gaps in knowledge. These insights informed teaching practices and student support, such as targeted content to reinforce conceptual understanding, the introduction of scaffolded questions, and stretch activities for high performers.
Smart Worksheets to probe and support scientific numeracy proficiency of first-year chemistry students
This study investigated student use and views of a Scientific Numeracy Smart Worksheet. This was introduced as a supportive and diagnostic resource to help students develop numeracy skills and identify areas for personal improvement.
Analytics data showed that students did well at ‘Displaying numbers’ and ‘Rearranging and solving equations’ sections, whereas ‘Graphs’ was an area students struggled with. Students who repeated the SNSW scored significantly higher and used the auto-solve feature significantly less on the second attempt (both p < 0.001). Students gave a high recommendation rating for this resource (8.2/10), with most students finding it helpful and pitched at the appropriate level.


