In fitting a model to classify prospects as purchasers or non-purchasers, a certain company drew data from the internal records which include demographic and purchase information. Future data to be classified will be lists purchased from other sources, with demographic (but not purchase) data included. It was found that "refund issued" was a useful predictor in the training data. Why is it not an appropriate variable to include in the model?