In this paper, the logistic regression model is applied to analyse some prison data. Precisely the model is used to predict the future conduct of a discharged prisoner. The consequence of this is that on the basis of the predicted probability of ‘success' one can say whether or not it is beneficial to retain a convict in prison for a long period of time.