It is not a method of reducing inequality.
If the equal rates of taxes are imposed on the rich as well as the poor, the burden of tax will be more on the poor as they earn less. On the other hand, the rich will not pay more and hence they will become richer and the gap between the haves and have-nots will not decrease.