Abstract In regression models not only the parameter estimates and signicances of explanatory variables are of interest, but also the degree to which variation in the dependent variable can be explained by covariates. In recent publications an R2-measure based on deviance was recommended for Poisson regression models, one of the most frequently used modelling tools in epidemiological studies.…