Measurement matters: the relationship between methods of scoring the Alternate Uses Task and brain activation

•The Alternate Uses Task (AUT) can be scored in multiple ways.•Each AUT scoring approach reveals different mental processes and operations.•AUT studies gain from intelligence, personality, and executive functions measures.•AUT scoring approaches influence whether brain activation predicts performance.•Neuroimaging studies of AUT would ideally adopt multiple scoring approaches.