The long term measure of loyalty incorporates heterogeneity in the model through the initialization period. The measure of short term consumer loyalty is an explanatory variable in the model that accounts for the immediate loyalty. However, it does not suppose to leave out any individuals from consumer panel, since all have been considered in both loyalty variables.