Researchers used historical measles surveillance and demographic data from pre-vaccination England and Wales to reconstruct how the susceptible population changed between epidemics. Their model linked susceptibility at the start of an epidemic year with the magnitude of the following outbreak, pointing to a potential route for one-year-ahead forecasting that requires further development for modern surveillance settings.