23If this equation was used to estimate the relationship between urban pride and the level of stake holding the effect of the city itself would be subsumed within the error term ϵϵϵi and go unrecognised as such. By contrast, the random intercepts model (equation 3) allows this inter-city heterogeneity to be recognised.