Smith & Naylor (2001) used the same data to examine completion and non-completion. Using a binomial regression analysis of the probability that an individual withdraws from university for whatever reason, the authors found the risk of dropping out to be extremely high amongst students from lower social class backgrounds and living in high unemployment rate areas.