As part of our Northern Alliance project, this report by the Fraser of Allander Institute looks across a wide range of data, some of which are rural specific, to scope out alternative evidence that could be used by schools and local authorities to identify issues that may be impacting attainment.

This report by CivicDataLab captures the work undertaken with stakeholders to identify the shared knowledge gap across local authorities, identify the most appropriate indicators and map the suitable data sources that can be used at the school catchment aggregation.