The pace of poverty reduction through growth vs. redistribution is at the heart of current debates on equitable … development. In this paper, we argue that empirical poverty decompositions should build in the inherent boundedness of the poverty … headcount ratio directly. As a solution, we propose a fractional response approach to estimating poverty decompositions, and …