Evaluation of the distributional effect of a tax reform is one of the major concerns of a policy planner. The distributional effect manifests itself in the measures of income inequality/poverty/ relative deprivation. This paper considers the feeling of relative deprivation in terms of consumption expenditure and analyzes the impact of marginal changes in commodity taxes on this consumption based measure. An illustration using Indian consumer expenditure data is also provided.