Both the item parameters and the ability parameters are estimated based on response patterns obtained during pre-testing (item parameter estimates) or during operational testing (ability estimates). No other information about the composition of the items or background information about the candidates is taken into account. Efficiency of CAT might increase when additional sources of information would be taken into account, and a Bayesian IRT framework can be applied to include additional information in CAT.