Since the discovery of a power law scaling between the mean and variance of
natural populations, this phenomenon has been observed for a variety of sp
ecies. Here, we show that the same form of power law scaling also occurs in
measles case reports in England and Wales. Remarkably this power law holds
over four orders of magnitude. We consider how the natural experiment of v
accination affects the slope of the power law By examining simple generic m
odels, we are able to predict the effects of stochasticity and coupling and
we propose a new phenomenon associated with the critical community size.