The purpose of this study is to improve the existing model forecasting the demand for a specific type of social assistance organized by the Social Insurance Bank (Sociale Verzekeringsbank, the SVB) and called Additional Income Provision for the Elderly (Aanvullende Inkomensvoorziening Ouderen, AIO). AIO is a social payment to retired people who have insufficient incomes.