Derrick Johnstone presented on the theme of 'Identifying the drivers behind the demand for area-based analysis: making the connections' at the Association of Regional Observatories networking event in Birmingham on 25 June. This provided an opportunity to reflect on our work in Educe on local analysis and research over the past two or three years, drawing out key issues for regional observatories. Derrick's presentation can be downloaded here.