In recent years, GPs have been nudged into changing their clinical practice through the analysis of proxy variables.

Our billing, prescribing and pathology testing data and our recording of other proxy variables are analysed by government, and then linked to rewards or threats designed to change our clinical practice, all without any knowledge of the context in which these data may or may not be meaningful.