Education often looks to the field of medicine for guidance on becoming an evidence-led profession. So why are we sticking to old-fashioned approaches? Here, Catherine Brentnall argues that realist evaluation, an alternative to randomised controlled trials, could be a better way to build solid research foundations in the world of education