Graduate attributes frameworks and dashboards promise visibility – but for Sonia Vij, without reflection they risk becoming institutional metrics rather than learning tools.

Graduate attributes frameworks and dashboards promise visibility – but for Sonia Vij, without reflection they risk becoming institutional metrics rather than learning tools.