Calum is an Associate Economist at the Fraser of Allander Institute (FAI) and a Researcher at the Centre for Inclusive Trade Policy (CITP). He regularly contributes to key FAI publications like the quarterly Economic Commentary and the Scottish Business Monitor, as well as lectures on Strathclyde's Applied Economics Master’s programme. At the CITP, Calum specialises in regional trade measurement and modelling using national accounts, with a particularly focus on the distributional impacts of trade. Calum holds an MSc in Economics from the University of Edinburgh.