long-run, growth reduces poverty. Yet, growth in output - per se - is neither a necessary nor a sufficient condition for … poverty reduction, especially in the short-term. And the short-term matters a great deal to the poor. The paper uses a number … of parametric, non-parametric and decomposition methodologies to assess regional changes in output, income, poverty and …