Pro-Poor Growth Using Non-Income Indicators: An Empirical Illustration for Colombia

In this paper, we analyze how the distribution of selected non-income welfare indicators changed between 1997 and 2003 in Colombia. We use multidimensional pro-poor growth measurement techniques and create indices for assets, health, education, and subjective welfare using two alternative weighing techniques: polychoric principal components and normatively selected weights. Results show that while income and expenditures fluctuated according to economic growth, reflecting the effects of the 1999 economic crisis, non-income indicators had minor changes. While income and expenditures decreased for all income percentiles, and relatively more for the richest, the non-income dimensions stagnated and remained in 2003 as unequally distributed as in 1997.