When a health expert referred to the ‘random variation’ in COVID figures, there was little reaction; but as Dr Simon Guilfoyle – a lecturer, adviser and serving police inspector – explains, the statement highlighted some of the dangers of using data to make binary comparisons, which have led to years of flawed decisions and knee-jerk reactions in policing.