Two case studies of Australian primary school students tracked changes in their data interpretation and representation over three years. Students were engaged in predictive reasoning tasks based on their interpretation of a data table showing temperature change over time. Students' explanations and graphical representations were collected at the…

There is significant research addressing identities in mathematics focusing on school children and maximizing testing scores. However, mathematics confidence in preservice teachers is something that needs further attention as they will have foundational roles in students developing lifelong mathematics identities. Hence, mathematics confidence in…