Given the challenges inherent in randomised trials of rehabilitation interventions, methods are required to increase trial efficiency and information yield. This paper discusses, in a non-technical manner, a class of statistical models that is particularly suited to the task of detecting potential treatment effects against a background of spontaneous change.